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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S1PR1 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
11.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
88.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
38.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
33.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
25.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
24.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
20.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
20.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
18.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
16.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
14.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
13.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
12.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
8.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
8.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
8.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
4.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
4.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
S1PR1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
228.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
206.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
204.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
187.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
186.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
181.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
158.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
156.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
148.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
147.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
146.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
146.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
144.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
131.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
129.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
128.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
128.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
127.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
124.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
124.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
123.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
123.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
122.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
121.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
121.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
118.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
118.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
116.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
114.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
114.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
114.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
113.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
113.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
112.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
108.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
105.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
104.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
103.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
101.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
100.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
99.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
99.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
98.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
98.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
98.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
97.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
97.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
97.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
96.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
96.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
95.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
94.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
93.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
93.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
92.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
92.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
91.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
91.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
90.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
90.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
88.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
88.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
88.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
88.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
88.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
88.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
88.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
87.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
87.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
86.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
86.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
86.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
86.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
86.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
85.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
85.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
85.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
85.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
85.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
85.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
84.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
83.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
82.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
82.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
82.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
81.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
81.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
80.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
80.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
80.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
79.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
79.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
79.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
79.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
79.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
78.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
78.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
77.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
77.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
77.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
77.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
77.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
76.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
76.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
75.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
74.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
74.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
74.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
74.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
74.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
74.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
73.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
73.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
73.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
72.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
71.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
71.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
70.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
70.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
70.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
70.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
69.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
69.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
69.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
68.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
68.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
68.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
68.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
68.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
68.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
67.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
67.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
67.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
67.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
67.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
67.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
66.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
66.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
65.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
65.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
65.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
64.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
64.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
64.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
64.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
63.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
63.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
63.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
63.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
62.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
62.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
62.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
62.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
62.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
62.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
62.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
62.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
61.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
61.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
61.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
61.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
60.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
60.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
60.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
60.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
60.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
60.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
59.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
59.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
59.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
59.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
59.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
59.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
58.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
58.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
58.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
58.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
58.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
57.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
57.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
57.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
57.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
57.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
57.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
56.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
56.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
56.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
56.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
56.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
56.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
56.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
55.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
55.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
55.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
55.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
55.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
55.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
55.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
54.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
54.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
54.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
53.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
53.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
53.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
52.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
52.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
52.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
52.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
51.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
51.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
51.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
51.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
50.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
50.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
50.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
50.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
50.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
49.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
49.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
49.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
49.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
49.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
48.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
47.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
47.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
47.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
47.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
47.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
47.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
47.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
47.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
46.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
46.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
45.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
45.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
45.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
45.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
45.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
45.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
45.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
44.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
44.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
44.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
43.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
43.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
43.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
43.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
43.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
42.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
42.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
42.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
42.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
41.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
41.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
41.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
40.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
40.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
40.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
40.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
40.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
39.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
39.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
39.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
39.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
39.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
39.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
39.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
38.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
38.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
38.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
37.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
37.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
37.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
37.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
37.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
36.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
36.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
36.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
36.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
36.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
36.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
36.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
36.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
35.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
35.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
35.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
35.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
35.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
35.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
35.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
35.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
34.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
34.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
34.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
34.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
33.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
33.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
33.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
33.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
33.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
32.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
32.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
32.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
32.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
31.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
31.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
31.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
31.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
30.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
30.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
30.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
30.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
29.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
29.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
29.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
29.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
28.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
28.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
28.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
27.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
27.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
27.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
26.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
26.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
25.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
25.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
25.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
24.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
24.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
23.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
23.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
23.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
23.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
23.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
22.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
22.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
22.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
22.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
21.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
20.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
20.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
19.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
19.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
18.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
18.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
16.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
11.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
7.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
5.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
4.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
3.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
3.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
3.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
2.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
2.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.8
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.
S1PR1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
51.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
296.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
190.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
149.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
137.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
122.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
119.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
116.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
113.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
103.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
103.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
98.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
98.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
96.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
96.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
83.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
82.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
80.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
79.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
78.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
76.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
74.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
74.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
72.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
71.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
70.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
68.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
67.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
66.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
63.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
63.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
59.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
59.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
58.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
58.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
57.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
57.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
57.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
56.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
55.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
54.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
53.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
50.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
49.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
49.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
49.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
49.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
46.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
46.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
45.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
45.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
44.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
42.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
41.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
41.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
39.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
35.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
35.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
34.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
32.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
30.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
30.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
30.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
28.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
25.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
17.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
8.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
6.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
6.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
5.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
5.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
5.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
3.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
S1PR1 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
5.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
60.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
44.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
36.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
30.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
28.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
27.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
22.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
20.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
12.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
10.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
8.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
8.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
8.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
8.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
8.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
8.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
7.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
7.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
7.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
6.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
6.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
6.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
6.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
6.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
6.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
5.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
5.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
5.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
5.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
5.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
5.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
5.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
5.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
5.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
5.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
5.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
5.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
5.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
5.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
5.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
5.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
4.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
4.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
4.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
4.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
4.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
4.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
4.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
4.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
4.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
4.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
4.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
4.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
4.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
3.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
3.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
3.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
3.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
3.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
3.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
3.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
3.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
3.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
3.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
3.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
3.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
3.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
3.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
3.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
3.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
3.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
3.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
3.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
3.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
3.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
3.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
3.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
3.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
3.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
3.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
3.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
3.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
3.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
3.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
3.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
2.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
2.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
2.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
2.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
2.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
2.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
2.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
2.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
2.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
2.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
2.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
2.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
2.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
2.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
1.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0077490003
Tumor
1.5
CPT0025350003
Tumor
1.3
CPT0078830003
Tumor
1.2
CPT0000640003
Tumor
1.2
CPT0000870016
Tumor
1.1
CPT0006440003
Tumor
1.1
CPT0086030003
Tumor
1.0
CPT0065690003
Tumor
0.9
CPT0066470004
Tumor
0.9
CPT0075720003
Tumor
0.8
CPT0063320003
Tumor
0.8
CPT0065750003
Tumor
0.8
CPT0087040003
Tumor
0.8
CPT0078930003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0019990003
Tumor
0.7
CPT0065870003
Tumor
0.7
CPT0025290003
Tumor
0.7
CPT0015810003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0088630003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0092790003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0079380003
Tumor
0.3
CPT0065810003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0086360003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0065930003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0086820003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0000890001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0087050003
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0001340003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0082010001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0078660003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0023710001
Normal
-0.4
CPT0086830003
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0001350001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0002270011
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0078840001
Normal
-0.5
CPT0079430001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0011410003
Tumor
-0.7
CPT0026420001
Normal
-0.7
CPT0084560003
Tumor
-0.7
CPT0075170001
Normal
-0.7
CPT0078670001
Normal
-0.8
CPT0078800003
Tumor
-1.1
CPT0088970003
Tumor
-1.5
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0077140001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
