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.
PROS1 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
6.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
71.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
34.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
27.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
26.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
25.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
19.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
10.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
3.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
PROS1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
53.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
385.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
328.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
228.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
192.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
183.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
183.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
178.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
167.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
166.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
162.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
158.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
158.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
157.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
152.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
149.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
142.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
141.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
139.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
139.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
132.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
131.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
126.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
124.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
122.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
121.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
119.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
118.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
116.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
116.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
116.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
115.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
114.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
114.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
112.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
110.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
110.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
109.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
109.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
109.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
108.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
107.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
106.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
106.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
106.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
105.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
104.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
102.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
102.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
102.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
102.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
101.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
101.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
100.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
99.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
99.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
98.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
98.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
97.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
96.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
96.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
96.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
95.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
95.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
95.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
95.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
95.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
93.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
92.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
90.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
89.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
89.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
89.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
88.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
88.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
88.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
88.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
86.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
86.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
86.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
86.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
85.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
85.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
85.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
85.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
85.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
85.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
85.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
84.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
84.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
84.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
84.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
83.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
83.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
83.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
83.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
82.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
82.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
82.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
81.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
81.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
81.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
80.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
80.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
80.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
80.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
79.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
79.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
79.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
79.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
78.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
78.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
78.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
77.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
77.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
77.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
76.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
76.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
76.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
75.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
75.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
75.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
74.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
74.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
74.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
73.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
73.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
73.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
73.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
72.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
72.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
72.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
72.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
72.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
71.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
71.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
71.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
71.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
71.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
70.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
69.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
69.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
69.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
69.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
69.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
69.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
69.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
69.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
68.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
68.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
68.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
67.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
67.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
67.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
67.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
67.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
66.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
66.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
66.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
66.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
65.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
65.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
65.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
65.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
65.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
64.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
64.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
64.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
64.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
64.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
64.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
64.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
63.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
63.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
63.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
63.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
63.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
63.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
63.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
62.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
62.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
62.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
62.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
62.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
61.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
61.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
61.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
61.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
61.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
61.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
60.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
60.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
59.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
59.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
59.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
58.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
58.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
58.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
58.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
58.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
58.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
57.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
56.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
56.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
56.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
56.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
55.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
55.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
55.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
55.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
55.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
54.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
54.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
54.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
54.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
54.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
53.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
53.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
53.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
53.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
53.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
53.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
53.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
53.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
52.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
52.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
52.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
52.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
52.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
52.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
52.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
52.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
52.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
51.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
50.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
50.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
50.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
50.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
50.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
49.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
49.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
49.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
48.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
48.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
47.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
47.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
47.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
47.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
47.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
47.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
46.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
46.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
46.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
46.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
46.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
46.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
45.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
45.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
45.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
45.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
45.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
44.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
44.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
44.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
44.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
44.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
44.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
44.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
44.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
43.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
43.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
43.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
42.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
42.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
42.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
42.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
41.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
41.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
41.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
41.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
40.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
40.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
40.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
40.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
40.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
39.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
39.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
39.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
38.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
38.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
38.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
38.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
38.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
38.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
38.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
37.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
37.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
37.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
37.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
37.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
37.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
36.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
36.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
36.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
36.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
36.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
36.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
36.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
36.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
35.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
35.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
35.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
35.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
35.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
35.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
35.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
34.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
34.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
34.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
34.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
34.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
33.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
33.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
33.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
32.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
32.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
31.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
31.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
31.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
31.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
31.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
30.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
30.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
30.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
29.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
29.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
29.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
29.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
28.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
28.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
28.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
28.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
28.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
28.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
28.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
28.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
28.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
28.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
28.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
28.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
27.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
27.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
27.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
27.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
26.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
26.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
26.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
25.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
25.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
25.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
25.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
24.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
24.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
24.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
24.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
23.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
23.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
23.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
23.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
22.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
21.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
21.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
21.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
21.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
20.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
20.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
19.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
17.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
17.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
4.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
0.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
PROS1 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
102.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
488.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
371.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
310.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
306.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
253.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
242.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
237.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
216.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
209.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
208.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
199.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
197.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
196.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
193.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
184.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
177.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
172.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
165.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
162.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
147.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
139.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
128.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
126.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
125.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
121.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
120.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
120.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
118.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
117.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
113.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
111.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
108.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
106.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
105.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
104.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
104.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
103.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
95.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
94.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
93.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
93.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
92.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
91.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
89.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
87.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
86.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
86.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
85.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
85.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
85.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
82.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
81.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
81.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
80.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
80.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
79.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
78.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
77.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
77.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
72.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
71.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
69.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
66.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
66.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
66.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
65.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
64.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
64.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
59.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
55.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
53.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
52.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
50.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
50.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
48.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
48.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
44.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
44.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
44.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
40.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
37.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
35.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
34.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
28.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
27.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
26.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
24.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3.6
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.
PROS1 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
83.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
821.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
719.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
677.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
667.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
622.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
619.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
555.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
486.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
464.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
445.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
440.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
439.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
413.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
402.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
396.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
395.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
372.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
362.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
339.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
320.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
296.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
292.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
280.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
263.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
246.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
245.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
244.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
242.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
241.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
239.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
238.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
222.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
216.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
215.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
210.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
197.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
188.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
185.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
176.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
171.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
166.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
157.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
156.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
155.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
154.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
152.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
147.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
142.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
139.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
133.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
132.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
130.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
128.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
122.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
122.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
110.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
109.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
108.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
104.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
98.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
95.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
89.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
84.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
83.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
80.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
80.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
80.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
79.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
77.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
76.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
73.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
72.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
70.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
69.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
65.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
65.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
64.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
63.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
62.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
61.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
61.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
60.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
58.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
58.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
58.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
57.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
56.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
56.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
56.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
55.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
54.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
54.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
52.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
52.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
51.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
50.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
50.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
50.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
49.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
49.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
48.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
48.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
47.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
47.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
46.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
46.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
44.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
43.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
43.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
42.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
41.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
41.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
40.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
37.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
37.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
37.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
37.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
37.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
36.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
36.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
35.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
35.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
34.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
34.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
34.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
33.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
32.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
32.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
32.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
31.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
31.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
31.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
30.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
30.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
30.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
30.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
30.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
29.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
29.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
29.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
29.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
28.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
28.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
28.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
28.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
28.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
27.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
27.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
26.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
25.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
24.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
23.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
21.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
21.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
20.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
19.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
19.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
19.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
18.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
18.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
18.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
17.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
16.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
14.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
14.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
6.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
3.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
2.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
2.4
CPT0063630003
Tumor
2.1
CPT0000640003
Tumor
1.1
CPT0015910003
Tumor
1.1
CPT0081880003
Tumor
1.0
CPT0084560003
Tumor
1.0
CPT0081990003
Tumor
0.9
CPT0001550001
Normal
0.9
CPT0063320003
Tumor
0.9
CPT0012550003
Tumor
0.8
CPT0069160003
Tumor
0.8
CPT0069190001
Normal
0.8
CPT0076350001
Normal
0.8
CPT0079510001
Normal
0.8
CPT0079300001
Normal
0.8
CPT0079230003
Tumor
0.8
CPT0065930003
Tumor
0.7
CPT0011240003
Tumor
0.7
CPT0001220008
Tumor
0.7
CPT0087040003
Tumor
0.7
CPT0066480003
Tumor
0.7
CPT0075720003
Tumor
0.7
CPT0009000003
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0075170001
Normal
0.6
CPT0085670003
Tumor
0.6
CPT0012640003
Normal
0.6
CPT0011410003
Tumor
0.6
CPT0014160003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0075130003
Tumor
0.4
CPT0009020003
Normal
0.4
CPT0088480003
Tumor
0.4
CPT0001340003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0084590001
Normal
0.3
CPT0065750003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0012080003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0089480003
Normal
0.2
CPT0012570003
Normal
0.2
CPT0001510001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0063330001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0064370003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0078830003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0092730003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0088630003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0088920001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0025290003
Tumor
-0.3
CPT0020130001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0009080003
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0075570001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0079380003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0017450001
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0025350003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0023710001
Normal
-0.4
CPT0001540009
Tumor
-0.4
CPT0006530001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0089460004
Tumor
-0.5
CPT0014350001
Normal
-0.5
CPT0001500009
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0088500001
Normal
-0.5
CPT0092800003
Normal
-0.6
CPT0088570001
Normal
-0.6
CPT0001180009
Tumor
-0.6
CPT0000890001
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0014450004
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0000790001
Normal
-0.6
CPT0066430001
Normal
-0.7
CPT0088710001
Normal
-0.7
CPT0088970003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0079180003
Tumor
-0.7
CPT0025610001
Normal
-0.7
CPT0078990003
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0023360001
Normal
-0.7
CPT0026420001
Normal
-0.8
CPT0015730003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0065810003
Tumor
-0.9
CPT0092740003
Normal
-1.0
CPT0026410003
Tumor
-1.0
CPT0000660001
Normal
-1.1
CPT0078800003
Tumor
-1.2
CPT0088550004
Tumor
-1.2
CPT0012180003
Tumor
-1.3
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.
The Human Protein Atlas project is funded
