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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.
NBR1 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
30.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
92.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
85.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
83.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
57.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
57.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
52.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
48.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
45.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
44.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
43.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
43.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
42.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
42.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
41.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
40.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
39.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
39.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
38.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
37.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
36.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
35.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
34.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
33.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
32.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
31.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
31.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
28.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
27.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
26.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
25.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
24.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
24.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
23.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
20.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
20.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
19.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
18.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
17.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
16.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
15.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
15.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
12.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
11.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
NBR1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
56.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
150.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
139.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
128.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
127.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
126.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
124.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
123.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
114.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
111.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
110.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
108.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
108.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
106.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
106.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
105.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
103.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
103.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
100.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
100.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
100.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
100.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
99.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
99.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
99.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
98.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
98.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
98.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
98.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
97.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
97.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
96.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
96.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
96.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
95.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
94.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
94.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
94.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
93.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
93.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
92.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
92.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
92.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
91.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
91.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
91.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
91.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
91.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
90.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
90.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
90.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
90.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
89.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
88.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
88.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
88.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
88.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
88.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
88.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
87.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
87.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
86.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
86.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
86.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
86.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
85.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
85.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
85.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
85.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
85.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
85.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
85.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
84.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
84.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
84.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
84.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
83.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
83.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
83.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
83.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
83.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
82.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
82.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
82.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
81.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
81.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
80.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
80.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
80.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
80.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
80.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
80.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
79.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
79.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
79.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
79.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
79.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
79.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
79.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
79.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
79.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
78.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
78.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
78.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
78.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
78.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
78.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
77.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
77.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
77.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
76.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
76.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
76.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
76.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
76.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
76.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
76.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
76.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
75.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
75.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
75.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
75.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
74.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
74.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
74.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
74.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
73.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
73.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
73.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
73.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
73.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
73.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
73.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
73.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
73.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
73.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
72.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
72.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
72.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
72.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
72.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
72.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
72.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
71.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
71.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
71.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
71.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
71.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
71.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
71.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
70.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
70.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
70.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
70.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
70.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
70.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
70.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
70.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
69.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
69.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
69.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
69.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
69.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
69.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
68.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
68.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
68.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
68.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
68.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
67.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
67.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
67.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
67.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
67.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
66.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
66.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
66.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
66.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
66.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
66.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
65.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
65.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
65.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
65.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
65.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
65.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
65.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
65.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
65.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
65.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
65.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
64.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
64.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
64.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
64.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
64.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
64.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
64.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
64.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
64.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
64.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
63.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
63.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
63.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
63.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
63.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
63.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
63.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
62.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
62.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
62.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
62.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
62.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
62.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
62.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
62.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
62.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
62.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
62.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
62.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
62.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
62.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
62.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
61.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
61.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
61.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
61.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
61.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
61.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
61.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
60.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
60.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
60.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
59.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
59.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
59.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
59.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
58.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
58.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
58.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
58.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
58.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
57.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
57.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
57.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
57.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
57.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
57.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
57.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
57.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
56.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
56.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
56.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
56.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
56.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
55.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
55.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
55.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
55.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
54.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
54.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
54.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
54.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
54.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
54.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
54.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
53.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
53.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
53.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
53.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
53.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
53.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
53.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
52.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
52.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
52.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
52.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
52.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
52.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
51.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
51.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
51.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
51.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
51.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
51.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
51.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
50.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
50.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
50.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
50.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
50.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
50.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
50.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
50.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
50.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
50.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
50.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
49.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
49.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
49.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
49.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
49.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
49.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
49.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
49.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
49.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
48.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
48.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
48.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
48.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
48.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
48.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
47.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
47.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
47.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
46.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
46.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
46.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
45.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
45.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
45.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
45.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
45.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
45.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
45.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
45.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
44.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
44.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
44.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
44.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
43.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
43.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
43.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
43.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
43.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
43.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
42.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
42.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
42.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
42.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
42.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
42.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
42.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
41.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
41.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
41.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
41.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
41.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
40.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
40.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
40.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
40.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
40.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
40.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
40.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
40.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
40.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
39.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
39.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
39.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
39.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
38.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
38.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
38.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
38.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
37.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
37.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
37.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
37.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
37.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
37.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
37.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
37.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
36.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
36.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
36.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
36.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
36.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
35.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
35.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
35.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
35.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
35.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
34.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
34.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
34.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
34.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
34.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
34.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
34.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
34.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
34.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
33.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
33.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
33.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
33.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
33.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
32.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
32.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
32.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
31.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
31.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
31.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
31.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
30.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
30.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
30.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
30.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
29.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
29.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
29.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
29.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
29.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
28.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
28.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
27.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
27.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
26.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
26.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
25.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
25.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
25.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
25.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
24.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
24.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
24.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
23.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
23.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
23.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
22.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
21.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
21.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
20.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
20.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
20.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
20.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
20.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
19.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
19.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
19.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
17.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.4
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.
NBR1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
70.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
116.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
114.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
112.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
111.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
110.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
109.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
107.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
103.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
101.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
97.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
97.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
95.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
94.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
94.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
94.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
93.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
92.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
92.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
91.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
91.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
90.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
90.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
89.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
89.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
89.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
89.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
88.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
87.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
87.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
86.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
85.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
84.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
84.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
82.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
81.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
80.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
80.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
79.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
78.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
77.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
75.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
75.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
73.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
73.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
73.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
72.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
72.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
71.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
69.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
69.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
69.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
67.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
65.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
65.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
65.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
64.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
64.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
63.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
62.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
61.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
60.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
59.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
59.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
59.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
59.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
59.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
58.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
58.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
58.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
57.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
56.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
56.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
53.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
52.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
52.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
51.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
51.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
51.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
51.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
51.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
50.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
50.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
48.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
45.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
43.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
39.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
38.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
37.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
35.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
29.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
27.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
26.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NBR1 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
67.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
202.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
191.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
180.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
176.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
174.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
168.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
168.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
167.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
161.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
158.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
153.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
148.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
140.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
135.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
135.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
133.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
128.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
128.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
128.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
127.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
126.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
126.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
125.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
124.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
124.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
123.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
121.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
115.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
115.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
114.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
114.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
113.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
112.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
107.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
107.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
106.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
106.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
105.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
104.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
104.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
103.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
102.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
102.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
98.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
97.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
97.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
97.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
96.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
96.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
95.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
95.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
94.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
94.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
94.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
93.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
93.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
92.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
91.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
91.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
90.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
90.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
89.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
88.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
87.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
86.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
86.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
86.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
85.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
85.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
85.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
84.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
83.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
82.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
82.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
82.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
82.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
81.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
81.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
81.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
80.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
80.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
79.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
79.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
78.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
78.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
78.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
78.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
77.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
77.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
77.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
76.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
76.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
76.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
75.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
75.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
74.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
74.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
74.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
74.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
74.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
74.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
74.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
74.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
73.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
73.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
73.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
73.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
72.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
72.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
71.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
70.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
70.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
70.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
70.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
69.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
69.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
69.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
68.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
68.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
68.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
67.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
67.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
67.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
67.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
66.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
66.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
66.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
65.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
64.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
63.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
63.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
63.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
62.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
62.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
62.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
62.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
61.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
60.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
60.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
59.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
59.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
59.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
59.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
59.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
58.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
58.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
58.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
58.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
57.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
57.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
57.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
57.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
57.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
56.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
56.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
56.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
56.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
55.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
55.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
55.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
55.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
55.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
54.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
54.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
54.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
53.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
53.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
53.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
52.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
52.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
52.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
52.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
51.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
51.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
51.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
50.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
50.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
50.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
50.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
50.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
50.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
49.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
48.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
48.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
48.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
48.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
48.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
48.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
47.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
47.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
47.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
47.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
47.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
47.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
47.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
47.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
46.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
46.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
46.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
45.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
45.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
45.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
45.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
44.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
44.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
44.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
44.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
43.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
43.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
43.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
42.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
42.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
42.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
41.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
41.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
41.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
41.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
40.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
40.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
39.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
38.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
38.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
38.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
37.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
37.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
37.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
36.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
35.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
35.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
35.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
34.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
33.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
33.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
33.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
33.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
33.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
33.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
32.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
32.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
32.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
31.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
31.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
30.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
30.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
30.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
30.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
26.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
25.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
25.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
25.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
24.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
24.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
23.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
23.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
22.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
22.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
21.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
20.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
18.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
17.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079270003
Tumor
2.9
CPT0001340003
Tumor
2.8
CPT0002350011
Tumor
2.4
CPT0025110003
Tumor
2.2
CPT0015730003
Tumor
1.8
CPT0092730003
Tumor
0.4
CPT0025060001
Normal
0.3
CPT0065930003
Tumor
0.3
CPT0092310003
Normal
0.3
CPT0014130001
Normal
0.3
CPT0001230001
Normal
0.2
CPT0069190001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0088900003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0007860003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0092740003
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0014470001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0018250001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0014350001
Normal
-0.3
CPT0079380003
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0078840001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0000780007
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0092160003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0012550003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0024670003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0081600003
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0000890001
Normal
-0.3
CPT0017410003
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0078510003
Tumor
-0.4
CPT0007870001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0079180003
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0026410003
Tumor
-0.4
CPT0088710001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0092790003
Tumor
-0.4
CPT0006950001
Normal
-0.4
CPT0010160003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0001550001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0011240003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0024680001
Normal
-0.4
CPT0078990003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0019130003
Tumor
-0.5
CPT0025920001
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0088690003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0020020001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0085670003
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0066520001
Normal
-0.5
CPT0009000003
Tumor
-0.5
CPT0078800003
Tumor
-0.5
CPT0012570003
Normal
-0.6
CPT0077320001
Normal
-0.6
CPT0001500009
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0088480003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0082010001
Normal
-0.6
CPT0071150004
Tumor
-0.6
CPT0088500001
Normal
-0.6
CPT0006530001
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0079300001
Normal
-0.6
CPT0001190001
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0092290003
Tumor
-0.6
CPT0086820003
Tumor
-0.6
CPT0001270001
Normal
-0.6
CPT0069010001
Normal
-0.6
CPT0021240003
Tumor
-0.7
CPT0089040001
Normal
-0.7
CPT0086950003
Tumor
-0.7
CPT0087040003
Tumor
-0.7
CPT0025230003
Tumor
-0.7
CPT0065820001
Normal
-0.7
CPT0069000003
Tumor
-0.7
CPT0001220008
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0023350003
Tumor
-0.8
CPT0014160003
Tumor
-0.8
CPT0002270011
Tumor
-0.8
CPT0088970003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0025050003
Tumor
-0.9
CPT0075170001
Normal
-1.0
CPT0077310003
Tumor
-1.3
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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
