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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.
SDCBP 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
49.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
171.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
168.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
128.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
104.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
102.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
93.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
84.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
80.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
75.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
73.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
73.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
72.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
69.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
68.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
67.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
66.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
65.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
62.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
62.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
59.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
58.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
55.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
55.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
55.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
55.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
54.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
50.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
49.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
48.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
48.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
47.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
43.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
42.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
42.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
42.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
41.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
40.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
37.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
34.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
32.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
32.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
31.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
30.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
30.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
28.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
28.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
28.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
23.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
23.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
21.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
20.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
20.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
18.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
15.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
12.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
11.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
SDCBP is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
115.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
894.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
558.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
525.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
373.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
330.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
292.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
264.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
246.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
245.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
242.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
238.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
237.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
236.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
232.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
223.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
216.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
215.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
215.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
211.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
211.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
210.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
209.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
206.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
205.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
201.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
200.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
192.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
190.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
190.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
189.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
189.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
185.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
185.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
185.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
184.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
182.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
182.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
178.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
177.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
177.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
176.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
175.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
175.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
174.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
173.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
173.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
173.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
172.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
171.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
171.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
170.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
170.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
170.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
169.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
168.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
168.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
167.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
166.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
165.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
163.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
163.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
162.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
162.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
161.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
161.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
161.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
160.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
159.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
159.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
159.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
157.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
157.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
157.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
155.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
154.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
153.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
152.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
152.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
151.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
151.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
150.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
149.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
149.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
148.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
148.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
148.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
148.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
148.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
148.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
148.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
148.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
147.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
147.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
146.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
146.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
145.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
145.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
144.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
144.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
143.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
143.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
143.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
143.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
143.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
143.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
141.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
141.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
141.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
141.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
140.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
140.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
140.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
140.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
140.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
140.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
140.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
140.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
140.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
140.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
139.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
139.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
139.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
139.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
138.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
138.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
137.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
137.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
137.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
137.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
137.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
136.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
136.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
136.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
135.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
135.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
135.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
135.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
134.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
134.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
134.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
134.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
134.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
134.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
133.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
133.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
133.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
133.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
133.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
133.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
133.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
132.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
132.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
132.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
132.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
132.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
132.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
132.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
131.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
131.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
131.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
130.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
130.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
130.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
130.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
130.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
129.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
128.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
128.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
128.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
127.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
127.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
127.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
127.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
127.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
127.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
126.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
126.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
126.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
126.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
126.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
126.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
126.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
126.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
125.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
125.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
125.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
125.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
124.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
124.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
124.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
123.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
123.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
123.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
122.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
122.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
122.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
122.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
121.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
121.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
121.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
121.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
121.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
120.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
120.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
120.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
120.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
120.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
120.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
119.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
119.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
119.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
118.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
118.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
118.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
118.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
117.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
117.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
117.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
116.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
116.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
116.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
116.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
116.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
116.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
115.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
115.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
115.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
115.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
114.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
114.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
114.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
114.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
114.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
113.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
113.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
113.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
112.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
112.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
112.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
112.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
112.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
112.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
111.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
111.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
111.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
110.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
110.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
110.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
110.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
110.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
109.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
109.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
109.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
109.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
109.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
109.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
108.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
108.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
108.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
108.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
108.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
108.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
107.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
107.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
107.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
107.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
107.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
107.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
107.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
107.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
107.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
106.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
106.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
106.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
106.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
106.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
106.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
106.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
106.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
105.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
105.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
105.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
105.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
105.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
105.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
105.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
105.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
105.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
104.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
104.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
104.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
104.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
104.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
104.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
103.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
103.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
103.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
103.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
103.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
103.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
102.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
102.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
102.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
102.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
102.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
102.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
102.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
102.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
102.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
101.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
101.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
101.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
100.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
100.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
100.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
100.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
100.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
100.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
100.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
99.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
99.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
99.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
99.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
99.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
98.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
98.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
98.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
98.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
98.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
98.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
98.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
97.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
97.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
97.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
97.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
97.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
97.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
96.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
96.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
95.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
95.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
95.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
95.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
94.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
94.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
94.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
93.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
93.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
93.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
93.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
93.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
93.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
93.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
93.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
93.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
92.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
92.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
92.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
92.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
92.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
92.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
92.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
91.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
91.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
90.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
90.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
90.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
89.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
89.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
89.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
88.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
88.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
88.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
88.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
88.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
88.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
88.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
88.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
87.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
87.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
87.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
87.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
87.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
86.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
86.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
86.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
85.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
85.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
85.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
85.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
85.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
85.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
85.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
84.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
84.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
84.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
84.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
84.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
83.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
83.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
82.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
82.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
81.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
81.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
80.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
80.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
79.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
79.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
79.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
78.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
78.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
78.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
78.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
77.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
77.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
77.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
76.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
75.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
75.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
75.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
75.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
75.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
75.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
75.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
75.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
74.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
74.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
74.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
73.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
73.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
73.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
73.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
72.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
72.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
72.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
72.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
72.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
71.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
71.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
70.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
70.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
70.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
69.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
69.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
68.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
68.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
68.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
68.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
67.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
66.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
66.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
66.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
65.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
65.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
65.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
64.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
63.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
63.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
62.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
61.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
61.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
60.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
60.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
59.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
59.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
58.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
58.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
58.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
58.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
57.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
57.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
56.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
56.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
55.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
55.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
55.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
54.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
54.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
54.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
53.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
53.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
53.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
52.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
51.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
48.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
48.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
48.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
47.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
47.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
46.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
45.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
45.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
44.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
43.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
43.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
42.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
41.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
41.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
41.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
40.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
40.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
40.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
40.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
34.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
32.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
32.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
31.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
31.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
31.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
30.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
30.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
28.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
24.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
23.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
22.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 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.
SDCBP 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
150.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
371.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
332.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
293.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
288.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
264.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
245.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
244.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
233.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
228.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
225.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
209.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
208.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
206.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
203.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
198.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
194.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
191.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
185.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
182.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
182.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
175.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
173.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
173.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
172.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
171.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
171.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
169.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
164.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
164.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
164.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
164.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
163.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
162.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
162.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
157.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
157.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
157.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
154.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
154.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
152.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
151.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
151.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
147.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
145.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
145.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
144.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
143.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
142.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
141.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
140.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
140.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
139.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
139.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
139.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
139.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
137.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
136.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
135.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
135.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
132.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
132.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
132.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
131.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
131.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
129.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
127.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
126.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
126.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
125.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
125.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
124.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
124.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
121.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
121.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
121.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
118.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
118.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
117.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
115.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
113.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
107.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
107.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
102.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
102.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
98.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
98.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
98.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
97.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
91.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
91.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
91.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
87.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
85.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
83.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
78.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
78.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
70.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
54.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
53.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SDCBP 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
114.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
604.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
459.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
438.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
337.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
333.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
328.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
326.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
308.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
283.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
257.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
252.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
252.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
242.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
237.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
236.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
233.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
225.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
215.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
213.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
212.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
210.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
207.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
198.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
196.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
195.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
194.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
191.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
189.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
189.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
187.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
186.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
183.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
183.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
180.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
179.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
179.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
177.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
176.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
175.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
175.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
174.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
174.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
173.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
172.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
171.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
167.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
167.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
167.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
167.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
165.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
164.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
163.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
162.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
162.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
162.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
161.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
160.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
159.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
158.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
158.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
157.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
157.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
157.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
156.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
150.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
148.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
147.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
145.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
145.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
145.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
145.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
142.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
142.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
141.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
139.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
138.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
138.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
137.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
137.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
136.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
136.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
136.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
135.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
135.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
134.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
134.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
133.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
133.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
133.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
133.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
131.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
130.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
129.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
129.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
127.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
124.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
122.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
122.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
122.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
121.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
120.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
120.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
120.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
120.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
120.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
120.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
120.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
119.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
119.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
119.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
118.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
117.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
117.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
117.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
116.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
116.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
115.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
115.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
114.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
113.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
112.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
111.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
111.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
110.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
110.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
109.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
108.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
107.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
107.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
106.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
106.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
106.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
105.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
105.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
104.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
104.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
100.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
100.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
100.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
99.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
99.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
99.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
99.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
98.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
97.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
96.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
96.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
96.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
96.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
95.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
94.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
93.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
92.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
92.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
91.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
91.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
90.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
90.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
90.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
89.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
89.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
89.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
88.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
88.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
87.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
86.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
86.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
86.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
85.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
85.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
85.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
85.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
84.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
84.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
83.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
82.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
81.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
81.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
80.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
80.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
79.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
79.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
79.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
79.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
79.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
78.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
78.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
77.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
76.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
76.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
75.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
75.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
74.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
74.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
74.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
73.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
73.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
72.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
71.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
71.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
70.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
70.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
68.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
68.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
67.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
67.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
66.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
66.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
65.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
65.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
65.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
65.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
64.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
63.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
62.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
61.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
61.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
60.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
60.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
59.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
58.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
58.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
58.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
57.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
57.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
56.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
56.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
56.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
56.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
56.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
56.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
55.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
54.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
54.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
53.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
53.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
53.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
52.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
52.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
51.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
51.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
51.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
51.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
50.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
50.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
50.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
49.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
49.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
48.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
48.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
47.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
45.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
44.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
43.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
41.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
41.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
41.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
40.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
40.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
40.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
39.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
39.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
39.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
37.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
37.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
36.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
36.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
36.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
36.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
35.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
35.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
34.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
30.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
24.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0024680001
Normal
1.7
CPT0012290003
Normal
1.4
CPT0002270011
Tumor
1.2
CPT0066520001
Normal
1.0
CPT0010120001
Normal
0.9
CPT0002370001
Normal
0.9
CPT0088550004
Tumor
0.8
CPT0077500001
Normal
0.8
CPT0081880003
Tumor
0.8
CPT0014470001
Normal
0.8
CPT0001340003
Tumor
0.8
CPT0009020003
Normal
0.7
CPT0014160003
Tumor
0.7
CPT0063330001
Normal
0.7
CPT0000890001
Normal
0.6
CPT0079180003
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0076330003
Tumor
0.5
CPT0078530001
Normal
0.5
CPT0012920003
Normal
0.5
CPT0012640003
Normal
0.5
CPT0069190001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0078800003
Tumor
0.5
CPT0092730003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0092800003
Normal
0.3
CPT0007860003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0000640003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0065820001
Normal
0.3
CPT0021240003
Tumor
0.3
CPT0092790003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0012570003
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0018250001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0001270001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0001540009
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0066470004
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0014370004
Tumor
-0.3
CPT0088710001
Normal
-0.3
CPT0088760003
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0006440003
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0086870003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0011410003
Tumor
-0.4
CPT0007470001
Normal
-0.4
CPT0088690003
Tumor
-0.4
CPT0076350001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0025110003
Tumor
-0.4
CPT0064400001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0078940001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0025230003
Tumor
-0.5
CPT0088780001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0088640003
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0014130001
Normal
-0.6
CPT0023710001
Normal
-0.6
CPT0085670003
Tumor
-0.6
CPT0086370003
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0092740003
Normal
-0.6
CPT0065450001
Normal
-0.7
CPT0089480003
Normal
-1.0
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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
