We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TFPI 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
7.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
184.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
18.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
11.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
8.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
3.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
2.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TFPI is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
99.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
697.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
630.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
590.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
433.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
403.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
400.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
383.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
368.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
358.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
331.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
330.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
322.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
309.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
301.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
296.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
289.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
275.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
273.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
268.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
265.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
257.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
256.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
254.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
249.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
245.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
244.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
241.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
238.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
236.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
230.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
224.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
221.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
221.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
216.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
216.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
212.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
211.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
211.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
210.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
209.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
206.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
201.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
201.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
196.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
194.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
193.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
193.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
191.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
191.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
190.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
190.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
188.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
186.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
184.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
184.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
182.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
180.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
174.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
173.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
173.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
171.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
170.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
170.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
170.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
169.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
169.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
166.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
165.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
164.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
164.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
163.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
161.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
159.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
159.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
158.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
157.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
157.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
154.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
153.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
153.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
150.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
150.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
149.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
149.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
148.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
148.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
147.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
147.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
147.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
147.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
146.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
146.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
145.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
145.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
145.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
145.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
143.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
142.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
141.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
140.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
140.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
140.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
140.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
139.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
139.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
139.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
138.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
138.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
136.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
135.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
135.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
134.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
134.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
134.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
134.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
133.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
133.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
133.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
132.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
132.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
132.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
131.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
131.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
131.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
130.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
129.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
129.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
128.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
127.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
127.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
127.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
127.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
127.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
126.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
126.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
126.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
126.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
126.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
126.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
125.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
125.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
124.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
124.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
124.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
123.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
122.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
122.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
122.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
121.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
121.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
121.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
121.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
120.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
120.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
120.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
120.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
119.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
119.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
119.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
118.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
118.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
117.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
117.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
116.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
115.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
115.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
115.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
114.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
114.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
114.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
114.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
114.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
114.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
114.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
113.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
113.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
112.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
112.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
112.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
111.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
110.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
110.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
109.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
109.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
109.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
109.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
109.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
109.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
109.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
108.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
107.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
106.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
106.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
106.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
105.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
105.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
104.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
104.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
103.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
103.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
103.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
103.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
102.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
102.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
102.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
101.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
101.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
101.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
101.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
101.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
101.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
100.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
100.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
100.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
100.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
100.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
99.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
99.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
99.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
98.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
98.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
98.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
97.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
97.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
97.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
97.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
97.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
97.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
97.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
96.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
96.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
96.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
96.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
95.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
95.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
95.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
94.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
94.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
94.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
93.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
93.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
93.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
92.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
92.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
92.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
92.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
91.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
91.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
90.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
90.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
90.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
90.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
90.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
90.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
89.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
89.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
89.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
89.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
88.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
88.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
87.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
87.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
86.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
86.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
86.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
86.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
86.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
86.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
86.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
86.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
85.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
85.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
85.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
85.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
85.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
85.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
84.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
84.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
84.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
84.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
83.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
82.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
82.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
81.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
80.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
80.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
80.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
79.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
79.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
78.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
78.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
78.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
77.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
77.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
77.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
76.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
76.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
76.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
75.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
75.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
75.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
75.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
73.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
73.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
72.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
72.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
71.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
71.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
71.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
71.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
70.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
70.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
69.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
69.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
69.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
69.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
68.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
68.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
68.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
68.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
68.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
68.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
66.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
66.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
66.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
66.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
66.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
66.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
66.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
64.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
64.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
64.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
64.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
63.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
62.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
62.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
62.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
61.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
61.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
61.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
60.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
60.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
60.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
59.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
59.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
59.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
58.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
58.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
58.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
57.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
57.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
57.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
56.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
56.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
55.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
55.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
54.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
54.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
54.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
54.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
54.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
53.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
53.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
52.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
52.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
52.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
52.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
51.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
51.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
51.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
51.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
51.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
50.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
50.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
50.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
50.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
49.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
49.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
49.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
49.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
49.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
49.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
48.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
48.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
48.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
48.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
47.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
47.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
47.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
47.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
46.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
46.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
46.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
45.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
44.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
43.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
43.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
43.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
42.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
42.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
41.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
41.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
41.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
41.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
40.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
40.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
40.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
40.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
39.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
39.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
39.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
38.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
38.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
38.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
37.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
37.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
37.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
37.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
36.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
35.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
35.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
35.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
34.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
30.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
30.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
29.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
28.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
28.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
28.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
28.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
26.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
26.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
25.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
23.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
21.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
21.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
18.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
14.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
13.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
11.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
9.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
6.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
5.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
5.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
5.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
4.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
4.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
3.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
3.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.2
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.
TFPI is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
104.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
460.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
333.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
231.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
222.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
219.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
210.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
208.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
194.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
193.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
191.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
179.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
178.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
177.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
175.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
175.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
175.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
174.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
173.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
170.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
169.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
166.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
164.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
156.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
154.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
153.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
142.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
140.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
140.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
139.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
136.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
128.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
128.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
122.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
118.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
117.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
115.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
113.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
112.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
112.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
111.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
106.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
105.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
105.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
103.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
103.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
96.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
95.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
91.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
88.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
88.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
88.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
88.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
86.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
86.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
84.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
83.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
81.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
81.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
79.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
78.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
77.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
74.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
74.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
73.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
71.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
68.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
62.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
61.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
60.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
60.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
60.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
60.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
59.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
57.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
51.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
51.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
48.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
46.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
43.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
39.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
39.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
39.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
39.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
35.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
35.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
27.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
25.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
7.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
5.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
4.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
2.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TFPI 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
75.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
637.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
479.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
334.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
290.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
253.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
250.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
234.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
227.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
222.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
206.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
203.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
196.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
193.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
188.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
185.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
180.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
178.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
175.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
170.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
169.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
169.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
168.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
166.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
165.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
161.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
158.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
155.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
154.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
153.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
147.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
145.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
142.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
141.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
140.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
134.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
132.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
131.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
128.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
126.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
126.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
124.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
123.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
120.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
120.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
119.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
119.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
119.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
118.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
116.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
115.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
115.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
115.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
114.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
114.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
112.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
108.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
108.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
106.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
106.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
106.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
105.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
103.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
102.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
101.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
101.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
100.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
100.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
99.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
99.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
99.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
99.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
98.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
97.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
97.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
97.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
97.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
96.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
96.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
95.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
93.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
92.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
91.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
91.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
90.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
90.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
90.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
89.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
89.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
89.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
86.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
85.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
85.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
85.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
84.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
82.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
81.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
80.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
80.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
80.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
79.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
79.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
79.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
77.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
76.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
76.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
75.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
75.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
74.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
73.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
73.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
72.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
72.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
71.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
70.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
70.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
70.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
70.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
70.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
70.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
70.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
69.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
68.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
68.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
68.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
67.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
66.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
65.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
65.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
63.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
62.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
62.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
61.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
61.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
61.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
60.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
60.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
60.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
59.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
59.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
59.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
59.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
58.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
58.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
58.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
58.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
58.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
58.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
57.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
57.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
57.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
56.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
56.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
56.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
56.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
56.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
55.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
55.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
55.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
55.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
54.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
53.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
53.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
53.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
52.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
52.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
52.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
49.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
48.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
48.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
48.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
47.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
47.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
47.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
47.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
47.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
47.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
47.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
47.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
46.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
46.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
46.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
45.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
45.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
45.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
45.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
44.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
43.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
43.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
42.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
42.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
42.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
42.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
41.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
41.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
40.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
40.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
40.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
39.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
39.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
39.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
38.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
38.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
38.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
38.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
36.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
36.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
35.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
34.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
33.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
33.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
32.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
31.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
30.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
30.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
29.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
29.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
29.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
29.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
28.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
28.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
28.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
27.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
27.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
27.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
26.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
26.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
25.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
24.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
21.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
21.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
20.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
19.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
14.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
3.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
2.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
2.0
CPT0084560003
Tumor
2.0
CPT0076330003
Tumor
1.3
CPT0017850003
Tumor
1.2
CPT0088690003
Tumor
1.1
CPT0069000003
Tumor
1.0
CPT0012080003
Tumor
0.9
CPT0079410003
Tumor
0.9
CPT0011240003
Tumor
0.9
CPT0079300001
Normal
0.9
CPT0063630003
Tumor
0.7
CPT0065690003
Tumor
0.6
CPT0088630003
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0069190001
Normal
0.6
CPT0078530001
Normal
0.5
CPT0084590001
Normal
0.5
CPT0075170001
Normal
0.5
CPT0010120001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0000640003
Tumor
0.4
CPT0018250001
Normal
0.4
CPT0001540009
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0021240003
Tumor
0.4
CPT0000660001
Normal
0.4
CPT0079510001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0011410003
Tumor
0.4
CPT0020020001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0006730001
Normal
0.4
CPT0006530001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0012640003
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0066480003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0069010001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0064400001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0066520001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0006950001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0025610001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0010170001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0001270001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0085670003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0001500009
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0025170003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0078830003
Tumor
-0.2
CPT0065810003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0025110003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0025230003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0014160003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0002270011
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0025350003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0088970003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0025580004
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0079230003
Tumor
-0.7
CPT0092160003
Tumor
-0.8
CPT0064370003
Tumor
-0.8
CPT0009060003
Tumor
-0.8
CPT0079270003
Tumor
-0.8
CPT0078930003
Tumor
-0.9
CPT0086820003
Tumor
-0.9
CPT0012550003
Tumor
-1.1
CPT0092730003
Tumor
-1.1
CPT0012280003
Tumor
-1.1
CPT0078990003
Tumor
-1.1
CPT0007320003
Tumor
-1.2
CPT0079180003
Tumor
-1.2
CPT0015810003
Tumor
-1.2
CPT0078660003
Tumor
-1.3
CPT0020120003
Tumor
-1.3
CPT0006630003
Tumor
-1.5
CPT0066470004
Tumor
-1.6
CPT0079380003
Tumor
-1.7
CPT0065750003
Tumor
-2.0
CPT0086030003
Tumor
-2.3
CPT0015730003
Tumor
-3.3
Show allShow less
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.