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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.
SSBP1 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
79.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
176.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
170.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
169.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
150.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
149.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
146.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
134.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
127.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
127.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
125.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
124.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
113.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
113.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
111.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
110.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
110.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
109.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
109.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
107.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
106.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
106.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
105.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
103.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
102.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
101.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
98.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
94.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
91.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
86.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
86.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
86.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
85.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
85.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
83.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
82.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
77.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
77.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
77.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
76.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
76.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
76.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
72.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
68.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
68.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
55.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
50.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
45.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
39.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
37.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
36.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
35.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
34.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
30.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
22.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
19.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
SSBP1 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
111.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
271.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
268.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
267.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
249.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
232.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
226.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
220.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
216.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
211.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
208.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
204.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
199.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
199.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
198.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
192.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
190.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
190.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
178.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
177.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
175.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
175.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
175.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
174.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
173.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
173.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
172.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
172.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
172.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
170.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
169.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
169.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
168.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
167.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
166.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
164.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
163.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
162.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
162.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
161.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
158.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
157.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
156.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
156.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
156.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
155.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
154.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
154.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
154.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
153.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
152.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
152.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
152.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
151.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
150.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
150.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
150.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
150.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
150.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
148.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
148.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
148.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
147.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
147.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
147.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
146.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
146.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
145.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
144.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
144.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
144.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
144.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
144.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
143.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
143.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
143.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
142.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
142.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
142.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
142.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
141.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
141.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
141.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
141.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
141.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
141.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
140.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
140.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
139.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
139.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
139.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
139.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
139.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
139.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
138.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
138.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
137.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
135.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
135.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
135.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
135.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
134.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
134.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
134.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
134.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
134.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
133.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
133.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
133.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
133.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
133.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
132.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
132.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
131.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
131.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
130.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
130.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
130.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
130.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
130.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
130.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
129.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
128.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
128.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
128.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
128.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
127.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
127.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
127.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
127.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
127.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
127.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
126.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
126.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
126.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
126.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
125.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
124.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
124.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
124.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
124.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
124.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
123.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
123.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
123.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
123.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
122.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
122.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
122.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
122.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
122.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
122.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
121.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
121.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
121.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
121.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
120.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
120.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
120.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
120.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
120.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
120.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
120.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
120.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
119.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
119.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
119.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
119.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
118.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
118.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
118.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
118.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
118.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
118.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
117.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
117.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
117.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
117.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
117.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
117.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
116.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
116.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
116.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
116.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
116.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
115.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
115.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
115.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
115.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
115.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
115.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
115.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
114.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
114.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
114.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
114.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
114.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
114.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
114.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
114.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
113.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
113.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
113.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
113.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
113.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
113.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
112.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
112.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
112.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
112.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
112.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
112.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
112.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
111.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
111.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
111.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
111.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
111.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
111.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
111.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
110.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
110.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
110.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
110.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
110.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
110.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
110.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
110.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
109.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
109.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
109.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
109.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
109.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
109.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
109.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
109.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
109.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
109.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
109.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
109.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
108.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
108.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
108.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
108.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
108.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
108.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
108.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
107.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
107.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
107.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
107.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
107.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
107.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
107.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
106.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
106.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
106.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
106.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
106.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
105.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
105.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
105.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
105.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
105.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
105.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
105.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
104.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
104.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
104.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
104.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
104.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
104.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
104.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
104.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
103.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
103.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
103.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
103.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
103.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
103.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
103.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
103.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
103.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
102.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
102.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
102.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
102.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
102.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
102.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
102.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
102.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
101.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
101.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
101.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
101.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
101.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
101.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
101.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
101.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
101.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
101.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
101.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
101.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
101.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
101.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
101.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
101.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
101.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
100.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
100.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
100.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
100.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
100.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
100.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
100.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
100.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
100.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
100.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
99.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
99.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
99.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
99.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
99.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
98.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
98.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
98.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
98.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
98.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
98.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
98.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
98.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
98.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
98.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
98.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
97.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
97.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
97.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
97.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
97.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
97.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
97.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
97.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
96.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
96.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
96.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
96.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
96.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
96.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
96.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
95.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
95.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
95.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
95.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
95.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
95.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
94.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
94.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
94.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
94.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
94.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
94.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
94.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
94.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
93.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
93.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
93.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
93.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
93.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
93.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
93.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
93.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
93.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
93.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
92.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
92.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
92.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
92.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
92.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
91.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
91.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
91.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
91.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
91.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
90.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
90.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
90.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
90.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
90.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
90.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
90.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
90.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
90.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
90.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
90.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
90.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
90.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
90.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
90.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
89.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
89.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
89.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
89.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
89.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
89.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
89.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
89.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
88.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
88.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
88.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
88.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
88.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
88.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
88.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
88.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
88.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
88.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
87.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
87.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
87.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
87.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
87.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
87.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
87.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
87.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
87.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
86.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
86.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
86.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
86.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
86.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
86.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
86.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
86.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
86.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
85.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
85.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
85.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
85.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
84.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
84.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
84.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
84.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
83.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
83.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
83.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
83.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
83.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
83.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
82.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
82.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
82.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
81.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
81.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
81.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
81.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
81.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
80.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
80.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
80.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
80.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
80.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
79.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
78.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
78.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
78.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
78.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
77.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
77.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
77.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
77.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
77.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
77.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
76.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
76.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
76.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
76.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
75.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
74.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
74.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
73.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
72.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
71.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
71.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
70.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
70.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
70.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
69.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
69.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
68.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
68.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
68.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
68.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
68.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
68.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
68.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
67.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
66.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
66.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
65.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
65.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
64.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
64.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
64.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
62.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
62.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
62.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
59.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
59.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
59.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
59.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
57.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
57.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
57.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
55.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
54.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
54.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
52.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
52.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
51.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
49.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 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.
SSBP1 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
120.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
221.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
188.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
175.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
175.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
170.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
166.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
165.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
164.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
163.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
163.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
162.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
162.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
160.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
157.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
156.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
156.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
152.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
148.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
147.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
147.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
146.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
144.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
142.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
142.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
139.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
139.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
138.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
138.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
138.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
137.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
136.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
136.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
136.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
134.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
133.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
132.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
132.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
130.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
128.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
127.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
127.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
127.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
125.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
123.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
123.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
122.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
122.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
121.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
120.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
119.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
119.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
115.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
115.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
114.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
114.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
112.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
111.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
110.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
109.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
108.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
108.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
107.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
107.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
107.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
107.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
107.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
105.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
105.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
104.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
102.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
101.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
100.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
100.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
100.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
99.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
98.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
98.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
96.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
95.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
94.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
94.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
94.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
93.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
93.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
92.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
89.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
87.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
85.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
85.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
82.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
82.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
81.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
74.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
71.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
67.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
67.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
66.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
64.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SSBP1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
103.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
290.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
266.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
230.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
224.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
220.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
204.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
200.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
199.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
198.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
193.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
191.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
188.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
188.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
184.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
184.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
184.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
183.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
182.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
180.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
179.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
178.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
177.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
177.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
175.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
174.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
174.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
173.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
172.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
170.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
169.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
169.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
167.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
166.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
166.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
166.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
166.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
165.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
161.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
160.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
158.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
157.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
156.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
155.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
154.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
151.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
151.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
150.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
149.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
149.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
148.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
147.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
147.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
146.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
146.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
145.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
145.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
144.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
144.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
143.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
143.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
142.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
142.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
142.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
141.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
140.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
140.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
139.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
139.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
138.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
137.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
133.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
133.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
131.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
131.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
131.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
130.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
130.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
130.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
129.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
129.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
128.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
128.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
128.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
127.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
127.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
126.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
126.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
126.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
126.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
126.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
126.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
126.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
124.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
123.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
123.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
123.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
122.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
121.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
120.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
119.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
119.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
118.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
118.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
118.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
117.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
117.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
117.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
116.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
116.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
116.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
115.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
115.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
114.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
113.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
111.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
110.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
110.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
110.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
109.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
109.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
108.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
108.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
108.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
108.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
105.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
105.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
104.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
103.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
103.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
103.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
103.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
103.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
102.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
102.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
102.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
102.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
102.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
102.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
101.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
101.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
101.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
100.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
100.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
100.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
100.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
99.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
99.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
99.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
98.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
98.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
98.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
98.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
97.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
97.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
97.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
97.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
96.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
95.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
95.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
95.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
95.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
94.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
94.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
94.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
94.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
93.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
93.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
92.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
92.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
92.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
92.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
92.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
91.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
91.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
90.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
90.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
89.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
89.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
89.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
89.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
89.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
88.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
88.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
87.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
87.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
87.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
87.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
87.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
86.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
86.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
86.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
86.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
86.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
85.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
85.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
85.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
83.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
82.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
82.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
81.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
81.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
81.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
81.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
81.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
81.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
81.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
79.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
79.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
77.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
76.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
76.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
76.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
76.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
76.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
75.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
74.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
74.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
72.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
72.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
72.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
72.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
71.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
71.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
70.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
70.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
70.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
68.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
67.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
64.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
60.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
59.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
58.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
57.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
56.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
56.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
55.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
54.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
54.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
52.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
51.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
51.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
51.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
51.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
49.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
49.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
45.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
42.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
38.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
38.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
32.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
32.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
30.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
30.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
27.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
25.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
21.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
19.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
8.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.6
CPT0079180003
Tumor
1.5
CPT0002270011
Tumor
0.9
CPT0012280003
Tumor
0.9
CPT0023350003
Tumor
0.8
CPT0001500009
Tumor
0.8
CPT0012670003
Tumor
0.8
CPT0081880003
Tumor
0.7
CPT0012180003
Tumor
0.6
CPT0079410003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0025880003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0063630003
Tumor
0.3
CPT0007870001
Normal
0.3
CPT0088550004
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0009080003
Normal
0.3
CPT0086870003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0025610001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0086950003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0006950001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0092800003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0064400001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0012920003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0065430003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0000660001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0006900003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0087040003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0088900003
Tumor
-0.3
CPT0075570001
Normal
-0.4
CPT0078930003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0088760003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0007860003
Tumor
-0.5
CPT0065870003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0023690003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0063320003
Tumor
-0.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
