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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.
PIGF 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
9.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
29.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
22.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
20.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
19.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
18.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
15.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
11.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
4.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIGF is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
55.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
49.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
40.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
32.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
32.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
32.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
32.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
30.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
30.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
30.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
29.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
29.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
28.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
28.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
28.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
28.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
28.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
27.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
27.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
27.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
26.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
26.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
26.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
26.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
25.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
25.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
25.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
25.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
25.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
25.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
24.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
24.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
23.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
23.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
23.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
23.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
23.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
22.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
22.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
22.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
22.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
22.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
22.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
22.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
22.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
22.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
22.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
21.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
21.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
21.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
21.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
21.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
21.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
21.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
21.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
21.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
21.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
21.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
20.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
20.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
20.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
20.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
20.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
20.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
20.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
19.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
19.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
19.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
19.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
19.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
19.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
19.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
19.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
19.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
19.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
19.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
18.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
18.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
18.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
18.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
18.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
18.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
18.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
18.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
18.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
18.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
17.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
17.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
17.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
16.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
16.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
16.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
15.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
15.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
14.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
14.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
14.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
14.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
13.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
13.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
13.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
12.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
11.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
10.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIGF is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
50.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
47.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
41.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
38.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
36.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
34.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
34.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
31.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
30.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
29.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
29.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
28.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
28.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
27.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
26.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
26.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
26.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
26.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
26.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
26.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
25.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
25.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
24.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
23.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
23.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
23.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
23.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
22.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
20.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
20.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
20.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
19.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
19.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
18.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
13.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIGF 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
15.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
33.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
32.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
32.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
32.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
32.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
31.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
31.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
31.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
30.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
30.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
29.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
29.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
28.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
28.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
28.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
28.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
27.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
26.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
26.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
26.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
26.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
25.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
25.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
24.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
24.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
24.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
23.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
23.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
23.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
23.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
22.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
22.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
22.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
22.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
22.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
22.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
22.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
22.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
21.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
21.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
21.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
21.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
20.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
20.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
20.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
20.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
19.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
19.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
18.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
17.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
17.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
17.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
17.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
17.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
16.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
15.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
15.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
15.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
10.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
10.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
5.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
5.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
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
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
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
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
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
