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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.
ANXA5 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
144.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
390.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
350.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
342.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
269.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
266.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
265.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
237.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
226.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
224.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
214.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
213.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
207.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
205.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
200.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
198.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
189.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
182.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
177.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
172.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
172.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
170.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
169.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
169.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
165.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
161.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
157.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
155.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
154.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
143.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
131.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
129.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
126.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
125.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
124.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
121.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
117.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
116.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
116.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
115.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
107.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
107.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
106.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
91.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
90.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
84.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
82.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
80.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
79.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
78.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
77.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
76.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
76.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
74.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
73.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
71.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
68.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
66.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
66.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
60.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
58.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
57.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
55.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
48.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 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.
ANXA5 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
320.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1089.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
794.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
729.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
649.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
633.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
626.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
607.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
601.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
600.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
583.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
565.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
537.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
531.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
522.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
520.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
519.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
507.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
507.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
505.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
504.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
504.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
500.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
494.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
491.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
489.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
473.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
469.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
467.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
465.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
465.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
464.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
462.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
462.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
461.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
461.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
458.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
457.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
457.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
456.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
453.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
451.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
449.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
448.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
446.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
446.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
445.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
442.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
442.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
439.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
439.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
439.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
438.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
437.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
436.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
436.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
435.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
435.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
434.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
434.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
433.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
432.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
431.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
430.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
430.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
429.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
425.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
424.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
423.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
421.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
420.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
419.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
418.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
418.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
417.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
417.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
416.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
416.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
415.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
414.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
414.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
411.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
410.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
410.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
410.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
409.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
409.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
407.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
407.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
407.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
406.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
405.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
405.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
405.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
405.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
404.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
402.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
401.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
401.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
401.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
400.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
399.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
398.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
398.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
398.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
397.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
396.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
395.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
394.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
394.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
393.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
393.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
393.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
391.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
391.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
390.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
389.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
388.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
388.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
386.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
385.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
385.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
384.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
383.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
382.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
382.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
381.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
381.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
381.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
381.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
380.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
379.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
379.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
379.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
378.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
378.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
377.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
376.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
376.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
376.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
376.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
375.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
375.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
374.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
374.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
374.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
373.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
373.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
373.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
373.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
373.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
373.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
371.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
371.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
371.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
371.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
371.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
370.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
370.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
369.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
368.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
366.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
366.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
365.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
365.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
365.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
364.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
364.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
362.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
361.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
360.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
359.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
358.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
358.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
357.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
356.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
356.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
355.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
355.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
355.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
355.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
355.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
354.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
354.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
353.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
353.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
352.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
352.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
352.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
350.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
350.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
349.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
349.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
348.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
348.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
348.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
348.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
348.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
348.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
348.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
347.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
347.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
346.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
346.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
345.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
345.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
344.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
344.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
343.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
343.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
342.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
341.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
341.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
341.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
340.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
340.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
340.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
337.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
337.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
336.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
336.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
335.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
334.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
334.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
333.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
333.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
333.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
333.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
332.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
332.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
331.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
330.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
330.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
329.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
329.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
328.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
328.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
328.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
328.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
327.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
327.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
327.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
325.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
324.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
324.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
323.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
322.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
322.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
322.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
322.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
322.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
321.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
321.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
321.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
321.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
320.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
320.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
319.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
319.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
319.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
318.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
317.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
316.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
316.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
315.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
315.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
314.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
313.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
312.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
312.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
312.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
312.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
311.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
310.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
310.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
309.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
309.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
309.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
309.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
309.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
308.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
308.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
308.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
308.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
307.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
306.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
306.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
306.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
305.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
305.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
304.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
304.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
304.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
304.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
303.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
302.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
302.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
302.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
302.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
301.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
301.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
301.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
300.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
299.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
299.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
298.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
298.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
297.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
297.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
297.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
297.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
296.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
295.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
295.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
293.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
293.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
293.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
292.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
292.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
290.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
290.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
290.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
289.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
289.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
289.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
288.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
288.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
288.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
288.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
287.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
287.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
287.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
286.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
286.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
286.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
285.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
285.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
284.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
283.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
283.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
282.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
282.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
282.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
281.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
280.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
280.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
280.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
280.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
279.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
279.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
279.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
277.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
277.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
276.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
276.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
276.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
275.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
274.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
273.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
272.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
272.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
272.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
271.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
271.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
269.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
269.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
268.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
268.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
268.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
268.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
268.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
266.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
265.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
264.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
263.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
263.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
263.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
262.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
261.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
261.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
260.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
260.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
258.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
258.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
255.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
254.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
254.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
253.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
253.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
253.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
252.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
252.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
251.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
250.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
250.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
249.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
248.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
247.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
247.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
247.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
246.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
245.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
245.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
245.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
244.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
244.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
243.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
242.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
242.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
240.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
240.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
239.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
239.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
239.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
237.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
237.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
237.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
236.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
236.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
234.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
234.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
233.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
232.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
232.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
231.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
230.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
230.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
230.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
229.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
228.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
227.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
226.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
225.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
225.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
225.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
223.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
223.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
223.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
222.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
222.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
222.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
221.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
219.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
218.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
216.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
216.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
215.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
215.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
212.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
209.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
209.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
205.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
205.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
203.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
201.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
199.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
199.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
199.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
197.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
197.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
196.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
195.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
195.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
194.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
194.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
194.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
192.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
192.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
191.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
191.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
190.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
190.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
190.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
190.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
190.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
189.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
187.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
186.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
186.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
181.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
180.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
179.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
176.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
174.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
171.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
169.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
169.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
168.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
167.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
166.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
166.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
165.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
165.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
164.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
164.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
164.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
163.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
161.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
159.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
158.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
152.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
148.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
147.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
147.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
146.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
142.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
140.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
126.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
114.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
114.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
112.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
97.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
95.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
95.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
93.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
92.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
90.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
78.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
66.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
65.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
54.0
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.
ANXA5 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
327.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
573.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
549.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
517.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
505.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
494.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
492.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
467.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
465.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
465.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
457.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
444.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
443.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
443.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
437.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
432.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
425.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
412.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
410.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
407.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
398.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
397.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
397.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
388.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
383.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
372.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
369.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
368.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
362.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
362.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
357.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
355.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
349.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
345.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
344.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
344.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
341.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
341.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
340.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
339.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
338.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
336.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
335.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
335.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
332.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
332.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
320.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
320.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
317.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
317.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
317.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
314.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
311.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
310.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
310.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
308.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
306.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
304.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
303.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
300.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
295.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
293.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
292.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
292.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
289.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
289.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
289.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
287.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
287.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
283.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
280.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
280.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
279.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
278.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
278.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
276.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
272.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
268.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
267.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
264.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
264.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
263.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
253.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
250.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
247.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
246.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
237.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
237.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
235.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
228.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
226.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
224.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
222.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
222.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
220.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
217.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
215.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
187.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
181.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
145.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
ANXA5 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
254.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
780.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
615.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
602.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
598.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
597.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
569.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
562.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
553.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
540.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
521.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
489.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
487.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
473.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
468.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
463.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
463.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
463.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
462.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
458.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
447.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
445.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
437.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
435.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
429.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
422.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
419.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
415.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
405.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
401.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
398.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
386.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
385.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
384.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
380.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
379.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
379.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
372.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
372.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
363.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
363.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
360.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
360.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
359.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
359.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
359.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
358.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
357.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
356.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
356.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
355.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
355.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
355.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
354.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
352.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
348.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
343.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
343.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
342.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
342.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
341.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
337.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
334.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
333.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
333.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
333.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
331.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
330.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
329.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
329.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
324.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
320.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
318.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
314.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
314.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
308.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
307.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
306.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
304.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
302.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
302.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
300.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
300.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
300.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
299.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
296.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
295.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
294.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
293.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
293.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
291.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
290.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
290.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
289.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
289.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
289.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
287.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
286.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
284.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
282.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
281.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
280.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
280.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
279.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
279.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
277.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
277.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
276.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
275.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
274.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
274.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
270.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
270.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
270.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
269.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
269.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
267.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
266.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
266.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
265.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
265.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
264.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
263.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
262.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
262.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
262.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
261.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
258.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
258.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
257.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
256.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
253.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
252.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
251.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
250.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
250.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
250.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
249.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
249.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
249.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
248.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
246.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
246.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
244.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
240.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
239.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
238.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
238.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
238.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
237.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
237.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
236.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
236.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
236.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
236.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
235.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
234.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
232.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
229.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
228.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
228.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
227.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
225.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
223.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
222.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
222.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
220.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
220.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
220.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
219.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
218.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
217.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
216.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
215.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
214.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
212.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
212.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
212.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
211.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
210.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
209.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
208.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
207.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
205.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
202.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
199.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
197.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
196.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
196.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
194.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
194.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
193.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
190.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
188.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
187.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
186.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
186.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
185.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
183.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
183.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
181.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
180.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
178.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
177.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
177.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
174.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
174.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
174.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
173.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
173.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
173.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
173.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
173.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
172.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
171.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
171.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
170.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
170.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
169.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
169.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
165.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
163.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
157.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
155.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
154.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
153.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
153.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
151.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
148.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
147.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
147.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
147.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
146.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
145.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
145.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
145.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
141.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
139.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
137.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
136.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
134.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
133.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
133.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
132.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
131.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
130.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
130.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
129.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
128.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
127.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
127.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
122.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
121.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
118.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
114.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
114.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
107.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
107.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
105.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
102.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
92.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
89.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
88.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
86.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
85.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
84.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
83.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
83.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
79.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
75.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
75.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
73.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
73.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
64.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
63.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
59.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
55.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
55.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
54.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
51.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
24.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
16.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0000640003
Tumor
1.0
CPT0069000003
Tumor
0.8
CPT0012550003
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0088550004
Tumor
0.7
CPT0012080003
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0019990003
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0009000003
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0079270003
Tumor
0.6
CPT0001540009
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0025880003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0025350003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0092730003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0081880003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0001260009
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0007470001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0019160001
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0014130001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0012570003
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0078800003
Tumor
-0.4
CPT0092310003
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0006730001
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0088780001
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0001350001
Normal
-0.5
CPT0009080003
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0026420001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0078530001
Normal
-0.7
CPT0079180003
Tumor
-0.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.