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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.
PLXNB2 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
37.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
138.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
130.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
103.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
97.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
93.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
87.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
81.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
78.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
59.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
55.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
53.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
52.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
52.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
50.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
49.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
47.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
46.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
44.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
41.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
40.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
40.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
39.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
39.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
38.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
37.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
36.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
36.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
35.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
34.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
34.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
34.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
32.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
30.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
30.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
29.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
29.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
27.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
26.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
24.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
22.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
22.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
22.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
16.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
14.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLXNB2 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
61.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
163.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
159.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
158.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
150.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
149.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
147.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
144.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
140.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
139.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
138.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
136.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
135.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
135.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
134.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
133.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
131.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
130.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
130.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
128.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
127.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
127.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
125.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
125.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
124.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
123.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
123.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
123.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
123.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
122.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
122.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
121.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
121.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
121.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
119.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
119.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
116.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
116.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
115.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
115.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
114.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
114.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
114.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
113.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
113.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
112.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
111.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
111.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
110.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
110.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
110.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
110.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
109.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
108.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
107.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
106.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
106.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
105.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
105.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
105.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
105.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
105.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
102.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
102.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
102.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
101.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
101.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
100.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
100.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
100.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
99.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
99.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
99.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
99.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
97.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
96.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
95.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
95.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
95.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
95.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
95.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
95.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
95.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
94.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
94.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
94.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
94.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
93.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
93.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
93.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
93.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
93.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
92.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
92.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
92.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
91.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
91.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
91.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
90.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
90.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
90.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
89.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
89.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
89.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
89.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
89.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
89.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
88.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
88.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
88.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
88.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
87.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
86.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
86.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
86.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
86.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
86.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
85.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
85.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
85.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
84.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
84.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
84.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
84.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
84.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
84.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
84.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
83.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
83.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
83.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
82.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
82.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
82.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
82.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
82.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
82.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
82.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
82.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
82.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
81.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
81.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
81.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
81.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
81.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
80.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
80.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
80.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
80.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
80.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
80.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
80.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
80.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
80.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
79.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
79.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
79.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
79.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
78.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
78.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
78.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
78.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
78.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
77.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
77.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
77.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
77.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
77.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
76.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
76.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
75.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
75.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
75.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
75.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
75.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
74.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
74.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
74.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
74.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
74.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
73.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
73.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
73.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
72.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
72.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
72.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
71.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
71.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
71.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
71.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
71.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
70.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
70.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
70.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
70.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
70.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
70.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
69.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
69.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
69.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
69.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
68.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
68.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
68.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
68.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
68.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
67.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
67.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
67.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
67.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
66.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
66.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
66.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
66.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
66.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
66.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
66.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
66.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
66.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
65.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
65.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
65.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
65.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
65.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
64.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
64.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
64.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
64.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
63.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
63.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
63.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
63.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
62.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
62.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
62.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
62.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
62.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
62.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
61.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
61.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
61.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
61.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
61.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
61.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
61.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
61.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
61.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
60.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
60.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
60.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
60.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
60.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
60.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
60.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
59.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
59.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
59.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
59.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
59.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
59.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
59.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
58.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
58.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
58.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
58.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
58.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
58.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
57.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
57.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
57.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
57.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
57.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
56.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
56.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
56.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
56.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
56.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
55.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
55.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
55.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
55.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
55.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
55.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
54.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
54.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
54.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
54.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
53.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
53.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
53.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
53.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
52.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
52.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
52.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
52.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
52.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
52.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
52.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
51.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
51.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
51.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
51.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
51.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
51.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
51.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
50.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
50.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
49.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
49.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
49.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
49.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
49.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
49.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
49.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
49.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
48.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
48.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
48.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
48.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
48.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
48.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
47.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
47.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
47.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
47.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
47.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
47.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
47.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
46.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
46.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
46.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
45.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
45.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
45.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
45.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
45.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
44.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
44.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
44.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
44.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
44.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
44.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
44.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
43.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
43.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
43.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
42.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
42.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
42.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
42.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
42.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
42.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
42.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
42.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
41.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
40.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
40.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
40.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
40.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
39.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
39.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
39.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
39.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
39.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
39.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
38.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
38.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
38.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
38.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
38.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
38.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
37.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
37.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
37.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
37.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
36.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
36.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
36.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
35.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
35.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
35.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
35.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
34.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
34.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
34.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
34.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
33.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
33.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
33.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
32.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
32.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
32.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
32.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
31.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
31.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
31.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
31.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
30.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
30.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
29.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
29.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
29.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
29.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
28.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
28.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
28.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
28.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
28.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
27.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
27.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
27.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
26.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
26.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
26.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
26.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
25.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
25.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
25.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
24.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
24.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
24.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
23.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
22.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
21.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
20.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
18.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
17.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
11.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
9.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.1
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.
PLXNB2 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
105.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
257.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
254.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
237.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
212.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
186.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
186.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
186.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
183.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
183.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
170.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
170.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
167.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
165.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
162.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
161.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
160.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
159.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
158.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
157.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
145.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
144.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
141.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
136.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
134.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
133.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
127.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
126.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
125.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
125.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
125.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
124.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
122.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
118.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
116.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
114.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
113.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
110.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
109.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
109.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
109.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
108.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
107.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
105.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
103.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
102.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
102.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
101.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
101.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
100.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
98.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
97.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
95.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
94.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
94.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
90.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
89.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
88.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
87.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
86.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
85.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
84.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
83.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
83.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
83.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
82.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
80.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
79.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
78.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
78.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
78.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
76.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
75.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
74.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
71.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
71.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
68.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
66.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
66.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
65.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
62.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
61.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
61.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
59.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
58.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
56.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
56.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
55.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
52.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
52.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
51.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
47.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
46.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
44.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
41.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
38.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
37.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
35.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
33.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
PLXNB2 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
69.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
302.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
292.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
234.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
219.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
209.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
208.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
208.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
208.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
208.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
201.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
192.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
190.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
187.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
184.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
179.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
171.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
169.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
168.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
166.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
165.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
164.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
164.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
164.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
159.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
151.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
147.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
146.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
143.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
140.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
140.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
139.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
138.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
136.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
135.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
133.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
133.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
131.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
127.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
127.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
126.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
126.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
125.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
124.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
124.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
123.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
122.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
121.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
119.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
117.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
115.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
115.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
113.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
113.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
112.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
110.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
110.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
109.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
108.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
107.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
107.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
106.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
102.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
100.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
100.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
99.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
99.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
98.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
97.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
97.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
96.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
96.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
95.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
95.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
95.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
95.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
94.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
94.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
93.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
93.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
93.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
92.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
92.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
90.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
90.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
88.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
87.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
87.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
87.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
83.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
83.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
82.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
81.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
81.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
81.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
80.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
80.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
79.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
78.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
78.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
77.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
77.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
76.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
76.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
75.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
75.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
74.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
73.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
71.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
71.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
70.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
70.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
69.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
68.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
68.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
68.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
68.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
68.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
67.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
67.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
67.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
67.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
67.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
66.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
66.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
66.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
66.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
66.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
65.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
65.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
64.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
64.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
63.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
63.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
63.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
61.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
60.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
60.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
60.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
60.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
58.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
57.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
57.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
57.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
57.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
57.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
57.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
56.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
56.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
55.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
54.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
54.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
54.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
53.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
52.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
52.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
50.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
50.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
48.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
47.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
47.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
45.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
45.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
44.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
43.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
43.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
43.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
42.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
42.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
41.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
41.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
41.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
41.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
41.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
40.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
40.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
39.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
39.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
38.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
38.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
38.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
38.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
37.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
37.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
37.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
36.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
35.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
34.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
34.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
33.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
33.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
33.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
33.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
33.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
32.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
32.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
31.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
31.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
31.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
31.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
30.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
30.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
29.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
29.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
28.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
27.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
27.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
26.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
24.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
22.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
22.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
22.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
21.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
19.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
19.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
16.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
15.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
15.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
15.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
14.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
13.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
12.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
11.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
9.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0000640003
Tumor
0.8
CPT0081880003
Tumor
0.6
CPT0009000003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0010160003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0025110003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0006440003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0079510001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0063320003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0089480003
Normal
0.1
CPT0020020001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0079430001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0001220008
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0075170001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0011240003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0086890003
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0007860003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0012180003
Tumor
-0.4
CPT0088690003
Tumor
-0.5
CPT0001340003
Tumor
-0.6
CPT0078660003
Tumor
-0.8
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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
