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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.
NET1 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
3.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
22.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
8.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
8.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
5.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
4.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
4.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
NET1 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
34.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
528.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
285.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
213.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
206.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
158.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
151.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
143.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
135.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
133.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
124.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
119.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
112.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
108.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
108.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
107.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
100.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
98.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
97.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
93.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
91.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
88.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
86.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
85.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
83.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
82.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
81.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
80.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
80.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
79.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
79.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
77.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
76.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
76.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
74.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
74.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
71.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
71.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
71.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
71.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
71.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
70.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
69.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
69.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
69.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
67.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
66.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
66.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
66.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
66.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
66.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
65.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
64.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
62.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
61.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
61.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
60.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
60.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
60.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
60.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
59.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
59.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
59.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
59.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
58.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
57.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
57.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
56.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
56.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
56.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
54.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
54.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
54.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
53.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
53.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
53.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
52.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
52.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
52.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
51.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
51.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
50.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
50.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
49.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
49.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
49.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
49.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
48.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
48.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
48.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
48.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
48.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
47.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
47.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
47.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
47.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
46.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
46.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
46.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
46.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
45.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
45.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
45.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
44.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
44.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
44.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
44.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
43.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
43.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
43.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
42.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
42.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
42.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
42.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
42.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
42.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
41.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
41.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
41.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
40.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
40.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
40.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
40.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
40.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
40.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
40.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
39.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
39.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
39.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
39.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
39.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
39.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
38.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
38.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
38.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
38.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
38.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
38.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
37.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
37.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
37.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
37.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
37.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
36.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
36.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
36.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
36.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
36.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
36.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
36.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
35.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
35.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
35.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
35.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
35.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
35.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
35.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
35.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
35.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
34.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
34.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
34.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
33.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
33.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
33.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
33.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
33.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
33.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
33.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
32.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
32.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
32.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
32.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
32.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
32.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
32.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
32.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
31.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
31.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
31.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
31.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
30.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
30.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
29.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
29.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
29.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
29.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
29.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
29.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
29.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
29.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
29.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
29.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
28.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
28.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
28.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
28.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
28.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
28.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
28.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
28.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
27.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
27.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
27.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
27.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
27.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
26.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
26.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
26.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
26.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
25.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
25.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
25.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
25.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
25.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
25.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
24.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
24.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
24.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
23.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
23.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
23.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
23.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
23.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
23.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
23.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
22.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
22.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
21.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
21.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
21.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
21.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
20.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
20.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
20.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
20.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
20.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
19.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
19.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
19.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
19.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
19.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
19.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
19.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
18.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
18.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
17.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
17.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
17.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
16.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
16.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
16.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
16.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
16.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
11.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NET1 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
42.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
172.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
125.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
111.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
101.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
97.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
96.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
89.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
76.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
76.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
63.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
63.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
62.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
60.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
60.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
60.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
58.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
58.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
58.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
57.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
52.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
51.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
51.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
50.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
50.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
49.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
47.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
47.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
47.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
46.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
46.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
45.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
45.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
45.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
43.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
43.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
43.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
42.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
40.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
40.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
40.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
40.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
38.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
38.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
38.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
37.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
37.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
36.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
34.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
34.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
33.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
30.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
28.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
28.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
28.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
21.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
21.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
21.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
20.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
19.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
17.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
7.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
6.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
NET1 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
20.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
337.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
162.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
99.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
90.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
67.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
56.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
56.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
53.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
51.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
50.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
49.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
49.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
46.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
45.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
45.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
44.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
43.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
41.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
39.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
39.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
37.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
37.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
35.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
35.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
35.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
34.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
34.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
33.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
33.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
32.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
32.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
32.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
32.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
32.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
31.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
31.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
30.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
28.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
28.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
28.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
27.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
26.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
26.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
26.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
26.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
26.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
26.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
25.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
24.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
24.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
24.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
24.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
24.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
24.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
23.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
23.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
23.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
23.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
23.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
22.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
22.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
22.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
21.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
21.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
21.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
21.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
20.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
20.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
20.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
20.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
20.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
19.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
19.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
19.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
17.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
17.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
17.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
17.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
16.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
16.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
16.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
15.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
14.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
14.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
14.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
14.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
13.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
11.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
10.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
9.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
9.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
7.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
6.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
5.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
5.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
