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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.
SMPD1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
57.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
142.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
133.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
126.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
121.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
107.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
95.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
94.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
91.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
89.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
89.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
88.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
88.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
81.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
73.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
71.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
69.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
66.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
65.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
65.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
64.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
63.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
62.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
61.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
61.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
60.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
59.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
59.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
58.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
57.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
56.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
55.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
55.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
55.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
55.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
54.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
54.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
52.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
50.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
49.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
48.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
47.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
45.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
43.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
42.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
41.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
40.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
37.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
36.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
33.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
33.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
33.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
31.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
30.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
30.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
26.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
26.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
20.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
18.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
15.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
SMPD1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
153.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
103.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
92.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
89.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
81.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
78.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
75.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
75.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
73.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
71.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
70.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
70.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
67.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
66.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
60.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
59.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
51.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
50.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
50.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
48.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
46.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
46.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
46.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
46.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
45.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
44.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
44.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
44.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
44.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
43.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
43.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
42.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
42.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
41.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
41.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
41.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
41.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
41.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
41.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
40.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
40.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
39.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
38.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
38.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
38.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
38.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
37.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
37.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
37.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
37.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
37.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
37.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
36.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
36.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
36.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
36.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
36.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
35.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
35.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
35.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
35.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
35.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
35.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
35.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
35.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
35.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
34.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
34.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
34.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
34.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
34.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
34.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
34.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
34.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
34.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
33.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
33.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
33.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
33.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
33.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
33.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
33.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
33.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
32.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
32.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
31.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
31.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
31.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
31.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
30.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
29.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
29.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
29.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
29.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
29.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
29.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
29.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
28.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
28.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
28.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
28.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
28.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
28.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
28.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
28.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
28.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
28.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
28.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
28.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
28.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
28.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
28.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
27.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
27.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
27.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
27.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
27.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
27.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
27.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
27.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
27.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
27.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
27.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
27.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
27.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
27.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
26.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
26.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
26.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
26.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
26.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
26.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
26.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
26.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
26.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
26.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
26.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
26.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
26.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
25.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
25.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
25.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
25.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
25.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
25.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
25.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
25.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
25.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
25.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
25.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
24.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
24.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
24.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
24.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
24.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
24.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
24.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
24.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
24.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
24.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
24.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
24.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
24.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
23.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
23.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
23.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
23.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
23.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
23.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
23.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
23.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
22.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
22.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
22.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
22.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
22.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
22.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
22.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
22.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
22.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
22.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
22.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
21.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
21.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
21.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
21.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
21.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
21.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
21.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
21.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
21.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
20.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
20.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
20.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
20.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
20.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
20.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
19.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
19.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
19.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
19.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
18.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
18.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
18.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
18.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
18.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
18.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
17.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
17.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
17.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
17.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
17.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
14.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
14.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
13.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
11.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
11.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
SMPD1 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
24.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
80.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
68.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
66.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
46.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
45.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
41.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
40.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
38.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
37.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
36.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
36.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
35.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
35.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
35.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
35.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
35.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
34.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
32.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
32.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
31.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
29.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
29.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
29.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
27.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
26.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
26.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
25.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
25.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
25.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
23.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
23.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
23.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
22.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
21.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
20.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
19.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
19.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
18.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
17.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
12.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMPD1 is potential prognostic, high expression is favorable 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
62.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
233.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
174.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
168.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
163.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
160.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
138.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
132.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
128.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
126.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
124.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
122.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
115.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
114.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
114.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
112.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
110.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
109.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
108.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
106.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
106.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
105.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
105.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
105.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
104.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
104.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
104.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
104.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
102.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
102.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
101.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
101.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
101.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
99.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
99.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
99.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
96.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
94.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
93.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
92.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
90.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
89.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
89.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
89.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
88.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
88.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
88.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
87.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
87.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
87.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
86.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
86.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
86.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
85.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
84.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
83.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
81.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
81.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
81.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
80.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
80.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
79.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
79.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
79.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
78.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
78.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
77.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
76.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
76.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
76.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
75.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
75.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
75.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
75.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
74.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
74.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
74.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
74.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
74.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
73.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
72.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
72.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
72.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
72.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
72.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
72.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
72.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
72.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
71.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
71.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
71.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
71.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
71.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
71.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
71.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
71.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
71.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
70.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
70.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
70.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
69.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
69.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
68.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
68.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
68.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
67.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
66.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
66.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
65.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
65.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
65.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
65.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
65.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
65.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
64.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
64.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
63.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
63.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
63.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
63.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
63.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
63.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
62.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
62.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
62.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
62.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
62.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
62.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
62.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
62.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
61.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
61.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
61.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
61.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
61.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
61.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
61.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
60.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
60.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
60.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
60.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
60.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
60.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
60.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
59.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
59.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
58.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
58.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
58.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
57.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
57.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
57.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
57.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
57.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
56.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
56.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
56.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
56.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
56.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
55.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
55.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
55.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
55.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
55.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
54.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
54.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
54.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
53.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
53.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
53.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
53.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
52.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
52.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
52.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
51.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
51.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
51.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
51.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
50.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
50.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
50.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
50.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
49.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
48.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
48.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
48.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
47.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
47.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
47.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
47.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
47.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
46.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
45.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
45.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
44.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
44.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
44.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
44.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
44.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
44.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
43.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
43.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
43.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
43.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
42.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
42.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
42.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
42.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
42.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
41.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
41.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
41.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
41.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
41.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
41.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
41.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
40.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
39.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
38.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
38.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
38.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
38.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
38.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
37.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
37.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
37.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
37.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
37.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
36.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
36.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
36.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
36.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
35.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
35.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
35.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
35.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
34.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
34.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
33.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
32.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
32.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
31.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
31.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
31.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
31.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
28.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
28.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
28.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
27.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
26.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
26.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
24.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
22.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
22.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026420001
Normal
1.1
CPT0076350001
Normal
0.9
CPT0012090003
Normal
0.9
CPT0079430001
Normal
0.8
CPT0006530001
Normal
0.8
CPT0063330001
Normal
0.8
CPT0001350001
Normal
0.8
CPT0069190001
Normal
0.7
CPT0078660003
Tumor
0.7
CPT0078800003
Tumor
0.7
CPT0007470001
Normal
0.7
CPT0066430001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0014130001
Normal
0.6
CPT0089040001
Normal
0.6
CPT0011410003
Tumor
0.6
CPT0025060001
Normal
0.6
CPT0012570003
Normal
0.6
CPT0012770003
Normal
0.6
CPT0086970003
Normal
0.5
CPT0001190001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0000660001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0089480003
Normal
0.5
CPT0066520001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0086830003
Normal
0.5
CPT0006950001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0088640003
Normal
0.4
CPT0082010001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0086370003
Normal
0.4
CPT0081620001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0075170001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0079300001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0020130001
Normal
0.4
CPT0087050003
Normal
0.3
CPT0086890003
Normal
0.3
CPT0078940001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0019160001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0079180003
Tumor
0.3
CPT0088500001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0084590001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0063640001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0088570001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0088780001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0001550001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0025610001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0025920001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0092190003
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0001510001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0086360003
Tumor
-0.1
CPT0000870016
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0092790003
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0012900004
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0001340003
Tumor
-0.4
CPT0019130003
Tumor
-0.4
CPT0006900003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0088550004
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0079380003
Tumor
-0.6
CPT0012280003
Tumor
-0.6
CPT0012670003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0084560003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0011240003
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0012180003
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0089020003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0006630003
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0088690003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0078930003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0089460004
Tumor
-0.8
CPT0002350011
Tumor
-0.8
CPT0025230003
Tumor
-0.8
CPT0010160003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0023350003
Tumor
-0.9
CPT0088760003
Tumor
-0.9
CPT0088900003
Tumor
-0.9
CPT0012370003
Tumor
-0.9
CPT0065930003
Tumor
-0.9
CPT0009000003
Tumor
-0.9
CPT0085670003
Tumor
-0.9
CPT0026410003
Tumor
-1.0
CPT0025110003
Tumor
-1.0
CPT0086870003
Tumor
-1.0
CPT0069000003
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0081880003
Tumor
-1.0
CPT0000780007
Tumor
-1.1
CPT0014450004
Tumor
-1.1
CPT0025350003
Tumor
-1.1
CPT0021240003
Tumor
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
