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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.
THBS1 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
15.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
180.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
77.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
63.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
54.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
39.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
33.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
31.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
27.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
26.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
24.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
19.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
15.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
15.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
15.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
12.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
10.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
9.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
4.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
THBS1 is validated 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
81.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
688.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
461.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
448.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
396.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
312.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
294.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
285.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
276.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
272.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
247.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
242.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
242.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
231.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
225.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
221.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
220.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
210.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
205.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
204.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
202.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
202.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
201.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
201.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
199.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
196.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
195.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
195.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
194.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
186.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
185.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
185.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
183.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
182.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
180.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
180.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
177.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
176.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
175.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
174.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
173.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
168.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
167.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
164.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
163.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
163.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
162.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
158.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
158.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
157.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
157.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
155.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
155.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
154.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
150.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
148.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
147.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
147.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
147.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
146.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
145.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
145.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
145.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
144.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
144.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
144.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
144.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
142.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
142.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
141.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
140.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
140.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
139.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
137.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
136.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
135.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
134.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
134.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
134.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
133.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
131.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
131.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
131.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
130.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
130.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
128.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
127.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
126.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
126.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
126.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
126.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
126.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
122.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
122.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
122.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
121.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
121.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
121.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
120.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
120.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
120.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
119.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
119.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
119.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
119.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
119.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
118.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
117.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
117.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
116.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
116.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
114.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
113.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
113.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
113.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
113.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
112.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
112.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
111.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
111.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
110.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
109.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
109.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
109.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
108.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
108.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
108.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
108.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
108.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
107.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
107.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
106.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
106.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
105.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
105.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
105.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
104.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
104.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
103.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
103.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
103.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
103.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
103.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
102.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
102.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
101.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
101.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
100.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
99.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
99.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
99.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
99.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
98.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
98.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
98.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
98.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
97.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
97.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
97.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
96.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
96.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
96.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
96.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
96.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
96.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
96.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
95.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
95.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
94.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
94.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
94.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
94.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
93.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
93.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
92.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
92.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
92.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
91.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
91.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
91.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
91.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
91.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
91.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
91.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
91.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
90.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
90.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
90.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
90.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
90.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
89.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
89.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
89.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
89.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
89.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
88.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
88.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
87.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
87.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
87.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
87.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
86.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
86.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
86.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
85.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
84.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
84.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
84.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
84.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
83.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
82.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
82.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
82.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
82.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
82.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
82.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
81.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
81.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
81.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
80.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
80.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
79.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
78.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
78.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
78.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
78.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
78.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
78.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
78.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
77.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
77.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
77.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
77.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
76.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
76.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
76.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
75.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
75.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
75.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
75.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
75.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
74.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
74.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
74.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
74.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
73.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
73.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
72.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
71.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
71.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
71.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
71.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
71.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
71.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
70.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
70.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
70.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
69.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
68.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
67.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
66.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
66.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
66.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
66.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
66.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
65.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
65.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
65.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
65.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
65.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
65.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
64.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
64.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
64.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
64.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
63.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
63.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
63.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
63.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
63.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
62.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
62.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
62.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
62.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
62.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
62.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
61.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
61.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
61.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
61.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
61.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
61.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
60.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
59.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
59.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
58.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
58.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
58.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
58.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
58.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
57.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
57.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
57.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
57.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
57.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
57.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
56.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
56.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
56.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
56.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
55.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
55.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
55.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
55.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
55.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
54.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
54.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
54.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
53.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
53.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
53.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
53.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
53.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
52.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
52.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
52.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
51.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
51.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
51.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
50.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
50.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
49.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
49.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
49.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
49.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
49.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
49.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
49.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
48.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
48.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
48.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
48.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
47.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
47.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
46.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
46.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
46.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
46.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
46.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
45.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
45.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
45.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
45.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
45.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
45.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
44.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
43.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
43.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
43.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
43.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
42.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
42.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
42.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
42.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
42.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
42.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
41.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
41.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
40.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
40.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
40.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
40.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
40.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
39.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
39.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
39.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
39.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
39.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
39.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
39.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
39.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
38.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
38.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
37.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
37.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
36.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
36.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
35.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
34.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
34.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
34.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
34.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
34.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
33.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
33.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
33.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
32.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
32.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
32.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
32.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
31.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
31.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
31.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
30.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
30.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
29.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
28.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
28.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
28.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
28.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
28.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
27.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
27.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
26.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
25.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
25.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
24.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
24.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
23.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
23.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
23.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
23.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
23.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
23.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
22.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
21.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
21.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
21.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
20.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
20.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
19.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
19.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
16.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
8.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
THBS1 is validated prognostic, high expression is favorable 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
96.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
506.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
410.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
368.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
349.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
273.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
269.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
232.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
213.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
209.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
191.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
188.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
184.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
182.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
172.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
171.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
150.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
139.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
138.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
135.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
130.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
129.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
122.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
118.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
114.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
113.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
112.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
111.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
109.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
105.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
103.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
103.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
98.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
98.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
96.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
93.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
89.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
84.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
84.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
84.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
84.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
83.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
83.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
81.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
80.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
79.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
79.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
79.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
78.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
77.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
77.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
72.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
69.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
68.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
65.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
64.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
63.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
63.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
62.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
61.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
61.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
61.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
58.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
56.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
56.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
55.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
55.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
55.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
54.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
53.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
52.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
47.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
47.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
44.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
43.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
43.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
39.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
35.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
34.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
30.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
25.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
15.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
THBS1 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
35.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
299.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
255.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
242.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
239.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
235.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
189.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
177.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
170.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
165.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
151.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
148.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
145.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
140.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
137.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
125.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
120.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
115.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
113.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
112.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
104.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
102.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
98.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
97.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
88.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
87.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
86.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
84.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
82.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
82.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
82.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
78.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
76.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
75.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
74.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
70.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
68.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
68.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
67.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
65.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
65.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
64.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
62.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
61.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
59.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
57.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
57.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
57.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
55.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
55.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
55.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
55.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
55.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
55.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
54.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
53.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
53.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
53.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
53.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
52.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
51.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
50.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
49.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
47.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
46.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
46.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
45.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
45.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
44.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
43.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
42.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
42.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
41.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
41.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
40.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
39.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
39.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
39.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
39.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
38.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
38.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
38.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
37.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
37.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
36.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
35.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
34.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
34.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
33.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
33.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
31.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
31.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
31.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
30.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
30.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
30.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
29.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
29.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
29.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
28.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
28.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
27.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
27.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
26.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
25.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
25.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
24.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
24.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
24.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
23.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
23.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
21.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
21.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
19.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
18.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
18.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
18.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
17.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
17.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
14.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
11.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
10.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
10.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
8.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
8.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
8.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
7.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
7.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
7.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
6.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
6.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
5.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
4.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
2.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
3.8
CPT0000640003
Tumor
2.7
CPT0085670003
Tumor
2.6
CPT0015910003
Tumor
2.6
CPT0011410003
Tumor
2.2
CPT0088970003
Tumor
1.9
CPT0081990003
Tumor
1.8
CPT0014160003
Tumor
1.8
CPT0023350003
Tumor
1.7
CPT0076330003
Tumor
1.6
CPT0079270003
Tumor
1.4
CPT0077490003
Tumor
1.4
CPT0002350011
Tumor
1.3
CPT0009060003
Tumor
1.2
CPT0077110003
Tumor
1.0
CPT0007860003
Tumor
1.0
CPT0077310003
Tumor
1.0
CPT0009000003
Tumor
0.9
CPT0066480003
Tumor
0.9
CPT0014370004
Tumor
0.9
CPT0071150004
Tumor
0.9
CPT0025110003
Tumor
0.8
CPT0063630003
Tumor
0.8
CPT0001260009
Tumor
0.8
CPT0092730003
Tumor
0.8
CPT0081600003
Tumor
0.7
CPT0011240003
Tumor
0.7
CPT0069160003
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0088630003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0001220008
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0065820001
Normal
0.4
CPT0017410003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0001510001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0012670003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0001270001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0012280003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0069010001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0088760003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0075170001
Normal
-0.3
CPT0063320003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0006440003
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0088900003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0092310003
Normal
-0.4
CPT0006900003
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0001190001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0078930003
Tumor
-0.4
CPT0010170001
Normal
-0.4
CPT0078510003
Tumor
-0.4
CPT0077500001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0079480003
Tumor
-0.4
CPT0007470001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0086360003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0007870001
Normal
-0.5
CPT0012900004
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0020020001
Normal
-0.5
CPT0092160003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0087050003
Normal
-0.5
CPT0025880003
Tumor
-0.5
CPT0086830003
Normal
-0.5
CPT0025230003
Tumor
-0.5
CPT0076350001
Normal
-0.5
CPT0089020003
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0025920001
Normal
-0.5
CPT0092790003
Tumor
-0.6
CPT0001180009
Tumor
-0.6
CPT0079000001
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0066520001
Normal
-0.6
CPT0064370003
Tumor
-0.6
CPT0012090003
Normal
-0.6
CPT0086030003
Tumor
-0.6
CPT0026420001
Normal
-0.6
CPT0092740003
Normal
-0.6
CPT0012770003
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0066430001
Normal
-0.7
CPT0012920003
Normal
-0.7
CPT0077140001
Normal
-0.7
CPT0069190001
Normal
-0.7
CPT0088710001
Normal
-0.7
CPT0025050003
Tumor
-0.7
CPT0015810003
Tumor
-0.7
CPT0020130001
Normal
-0.7
CPT0025170003
Tumor
-0.7
CPT0001500009
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0001550001
Normal
-0.8
CPT0010120001
Normal
-0.8
CPT0064400001
Normal
-0.8
CPT0088640003
Normal
-0.8
CPT0078940001
Normal
-0.8
CPT0023710001
Normal
-0.8
CPT0065430003
Tumor
-0.8
CPT0088920001
Normal
-0.8
CPT0006950001
Normal
-0.8
CPT0006730001
Normal
-0.8
CPT0002370001
Normal
-0.8
CPT0079430001
Normal
-0.9
CPT0014470001
Normal
-0.9
CPT0000890001
Normal
-0.9
CPT0082010001
Normal
-0.9
CPT0001230001
Normal
-0.9
CPT0019160001
Normal
-0.9
CPT0079510001
Normal
-0.9
CPT0088500001
Normal
-0.9
CPT0012570003
Normal
-0.9
CPT0089040001
Normal
-0.9
CPT0000870016
Tumor
-0.9
CPT0065450001
Normal
-0.9
CPT0012640003
Normal
-1.0
CPT0024680001
Normal
-1.0
CPT0092800003
Normal
-1.0
CPT0088570001
Normal
-1.0
CPT0086970003
Normal
-1.0
CPT0079300001
Normal
-1.0
CPT0063330001
Normal
-1.0
CPT0012180003
Tumor
-1.1
CPT0075570001
Normal
-1.1
CPT0001350001
Normal
-1.1
CPT0081620001
Normal
-1.1
CPT0014450004
Tumor
-1.1
CPT0015730003
Tumor
-1.1
CPT0079380003
Tumor
-1.2
CPT0024670003
Tumor
-1.2
CPT0088480003
Tumor
-1.3
CPT0078990003
Tumor
-1.3
CPT0086950003
Tumor
-1.3
CPT0078530001
Normal
-1.4
CPT0078660003
Tumor
-1.4
CPT0002270011
Tumor
-1.4
CPT0088690003
Tumor
-1.4
CPT0001340003
Tumor
-1.5
CPT0006630003
Tumor
-1.5
CPT0012550003
Tumor
-1.9
CPT0079180003
Tumor
-2.0
CPT0078800003
Tumor
-2.1
CPT0088550004
Tumor
-2.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
