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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.
ARHGDIB 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
62.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
207.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
145.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
143.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
142.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
131.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
112.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
105.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
101.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
92.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
92.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
90.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
88.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
85.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
84.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
80.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
80.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
79.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
76.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
76.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
74.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
74.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
73.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
69.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
67.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
65.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
64.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
63.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
63.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
61.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
60.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
60.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
59.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
55.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
54.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
54.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
51.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
48.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
47.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
47.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
46.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
46.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
42.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
41.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
41.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
41.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
40.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
36.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
36.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
33.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
31.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
31.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
30.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
29.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
28.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
22.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
22.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
22.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
22.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
ARHGDIB is not prognostic 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
304.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
693.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
681.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
646.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
632.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
631.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
619.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
617.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
602.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
595.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
590.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
589.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
577.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
562.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
557.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
556.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
546.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
545.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
543.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
543.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
535.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
533.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
526.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
526.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
520.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
516.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
514.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
513.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
509.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
507.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
507.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
506.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
505.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
500.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
500.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
498.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
495.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
490.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
488.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
483.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
483.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
482.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
479.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
478.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
475.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
474.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
472.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
469.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
468.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
465.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
459.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
458.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
455.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
455.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
453.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
452.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
450.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
450.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
449.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
449.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
447.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
447.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
444.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
442.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
441.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
439.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
439.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
438.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
437.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
437.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
436.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
436.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
436.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
435.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
435.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
430.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
430.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
428.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
426.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
426.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
426.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
424.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
424.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
420.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
419.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
417.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
417.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
416.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
416.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
415.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
414.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
413.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
412.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
411.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
410.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
410.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
409.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
409.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
408.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
407.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
407.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
407.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
405.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
402.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
400.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
399.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
397.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
397.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
396.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
395.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
395.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
394.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
393.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
393.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
392.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
392.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
390.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
388.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
388.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
388.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
387.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
387.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
386.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
385.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
384.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
382.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
380.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
380.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
380.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
380.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
379.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
378.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
377.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
376.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
376.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
375.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
374.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
373.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
372.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
372.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
372.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
371.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
371.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
370.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
368.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
368.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
367.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
366.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
366.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
365.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
365.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
365.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
365.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
365.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
365.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
365.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
363.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
363.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
363.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
362.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
362.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
362.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
361.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
360.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
359.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
358.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
358.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
357.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
357.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
356.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
356.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
356.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
356.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
354.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
352.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
350.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
350.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
349.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
349.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
349.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
348.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
348.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
348.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
347.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
346.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
346.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
346.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
345.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
344.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
344.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
344.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
343.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
343.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
342.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
342.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
342.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
341.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
341.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
341.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
341.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
341.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
340.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
339.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
338.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
338.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
338.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
337.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
337.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
335.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
335.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
333.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
333.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
333.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
331.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
330.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
330.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
329.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
329.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
329.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
327.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
327.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
327.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
327.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
326.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
325.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
325.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
324.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
324.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
324.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
324.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
323.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
323.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
322.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
322.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
321.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
321.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
321.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
321.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
319.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
318.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
318.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
317.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
317.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
316.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
315.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
315.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
315.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
314.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
314.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
313.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
312.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
311.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
311.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
310.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
309.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
309.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
307.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
307.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
307.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
306.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
306.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
305.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
305.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
304.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
304.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
304.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
304.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
304.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
303.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
303.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
303.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
302.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
302.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
302.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
301.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
301.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
300.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
300.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
299.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
298.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
298.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
298.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
296.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
296.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
296.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
294.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
293.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
293.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
292.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
292.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
291.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
291.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
291.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
289.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
288.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
286.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
284.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
284.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
283.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
283.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
282.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
282.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
281.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
280.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
279.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
278.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
278.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
276.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
276.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
276.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
276.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
275.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
274.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
271.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
270.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
270.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
269.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
269.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
268.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
266.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
266.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
266.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
264.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
264.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
262.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
262.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
262.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
261.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
261.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
260.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
260.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
259.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
259.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
258.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
258.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
257.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
257.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
257.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
256.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
256.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
256.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
256.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
255.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
255.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
255.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
255.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
254.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
254.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
252.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
252.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
251.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
251.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
251.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
250.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
250.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
249.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
248.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
246.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
245.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
243.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
243.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
242.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
242.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
241.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
240.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
240.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
240.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
239.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
239.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
239.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
239.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
239.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
238.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
238.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
236.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
236.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
235.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
234.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
234.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
233.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
233.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
233.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
232.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
231.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
231.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
229.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
228.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
226.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
225.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
223.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
222.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
221.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
220.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
220.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
220.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
220.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
217.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
216.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
215.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
214.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
213.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
212.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
212.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
211.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
211.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
208.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
207.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
206.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
206.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
204.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
204.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
204.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
203.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
203.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
201.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
201.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
201.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
200.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
199.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
198.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
198.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
197.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
195.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
195.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
194.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
193.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
192.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
191.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
190.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
190.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
189.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
189.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
187.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
186.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
185.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
185.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
185.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
183.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
183.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
179.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
178.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
178.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
178.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
176.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
175.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
175.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
173.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
172.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
171.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
170.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
168.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
167.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
165.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
165.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
164.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
164.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
162.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
161.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
159.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
155.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
155.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
155.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
154.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
154.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
152.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
151.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
150.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
149.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
142.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
141.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
140.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
138.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
138.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
137.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
137.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
133.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
133.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
133.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
132.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
131.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
130.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
129.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
125.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
124.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
123.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
122.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
111.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
110.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
110.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
110.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
106.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
105.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
104.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
104.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
98.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
97.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
96.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
90.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
89.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
86.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
83.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
81.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
81.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
81.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
79.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
74.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
73.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
71.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
67.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
63.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
61.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
58.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
56.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
50.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
44.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
39.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
39.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
38.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
37.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
36.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
33.2
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.
ARHGDIB 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
259.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
601.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
488.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
487.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
482.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
475.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
460.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
451.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
444.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
443.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
442.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
440.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
422.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
417.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
405.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
402.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
386.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
380.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
372.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
369.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
363.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
361.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
354.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
353.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
349.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
345.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
344.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
341.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
329.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
326.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
320.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
319.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
316.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
316.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
309.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
309.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
308.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
300.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
293.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
293.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
287.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
287.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
285.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
282.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
280.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
272.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
261.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
251.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
250.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
248.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
242.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
237.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
232.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
232.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
231.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
231.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
228.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
223.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
221.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
217.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
215.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
214.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
212.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
212.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
209.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
205.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
198.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
198.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
194.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
194.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
191.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
184.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
184.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
183.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
181.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
180.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
177.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
175.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
169.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
169.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
161.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
161.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
157.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
155.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
150.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
148.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
147.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
130.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
129.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
122.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
93.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
92.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
92.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
80.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
72.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
64.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
56.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
45.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
43.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
38.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
ARHGDIB 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
116.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
454.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
431.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
419.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
386.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
369.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
364.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
363.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
337.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
336.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
296.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
281.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
279.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
269.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
253.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
251.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
247.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
247.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
246.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
246.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
245.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
245.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
244.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
243.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
241.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
239.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
236.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
235.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
234.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
227.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
226.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
223.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
218.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
217.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
217.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
215.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
212.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
211.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
210.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
203.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
200.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
194.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
194.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
192.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
191.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
186.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
185.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
183.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
182.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
181.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
178.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
177.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
176.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
174.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
173.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
173.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
172.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
169.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
169.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
167.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
166.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
163.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
162.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
159.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
154.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
154.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
154.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
151.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
151.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
150.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
148.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
148.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
147.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
147.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
146.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
144.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
143.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
143.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
143.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
140.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
140.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
139.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
138.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
138.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
138.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
134.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
133.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
133.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
132.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
132.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
131.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
131.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
129.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
128.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
128.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
128.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
126.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
125.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
125.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
125.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
123.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
123.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
123.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
122.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
122.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
120.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
118.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
118.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
117.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
117.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
117.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
116.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
116.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
116.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
114.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
114.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
114.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
113.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
112.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
111.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
111.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
110.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
110.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
109.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
109.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
108.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
108.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
108.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
108.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
108.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
107.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
107.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
106.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
106.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
106.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
106.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
102.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
101.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
101.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
100.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
100.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
100.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
99.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
99.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
98.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
98.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
96.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
96.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
95.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
94.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
94.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
92.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
90.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
90.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
90.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
89.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
89.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
89.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
88.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
88.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
87.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
86.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
85.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
85.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
85.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
84.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
84.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
83.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
83.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
82.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
82.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
81.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
80.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
79.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
79.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
78.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
78.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
77.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
77.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
76.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
76.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
75.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
75.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
75.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
74.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
74.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
73.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
72.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
71.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
71.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
70.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
70.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
68.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
68.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
67.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
67.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
67.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
66.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
66.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
66.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
65.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
65.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
64.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
62.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
61.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
60.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
59.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
59.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
59.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
58.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
58.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
57.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
57.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
57.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
55.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
55.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
55.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
55.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
55.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
55.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
54.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
54.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
54.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
53.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
50.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
49.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
48.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
48.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
47.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
46.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
46.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
46.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
46.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
46.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
45.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
45.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
45.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
44.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
44.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
44.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
43.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
43.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
41.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
39.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
39.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
38.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
38.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
38.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
37.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
37.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
37.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
35.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
34.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
33.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
33.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
32.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
31.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
31.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
30.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
29.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
26.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
25.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
24.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
24.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
23.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
11.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.1
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.7
CPT0076330003
Tumor
1.5
CPT0017410003
Tumor
1.0
CPT0088760003
Tumor
1.0
CPT0011240003
Tumor
0.9
CPT0092730003
Tumor
0.9
CPT0079380003
Tumor
0.9
CPT0088630003
Tumor
0.9
CPT0075560003
Tumor
0.8
CPT0078990003
Tumor
0.8
CPT0066480003
Tumor
0.8
CPT0012180003
Tumor
0.8
CPT0065870003
Tumor
0.8
CPT0081990003
Tumor
0.8
CPT0017850003
Tumor
0.8
CPT0084560003
Tumor
0.8
CPT0023690003
Tumor
0.7
CPT0077320001
Normal
0.7
CPT0015910003
Tumor
0.7
CPT0010110003
Tumor
0.7
CPT0000640003
Tumor
0.7
CPT0065690003
Tumor
0.7
CPT0081600003
Tumor
0.7
CPT0001540009
Tumor
0.7
CPT0078510003
Tumor
0.6
CPT0066470004
Tumor
0.6
CPT0075720003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0025350003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0019990003
Tumor
0.6
CPT0086870003
Tumor
0.6
CPT0065930003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0077490003
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0006630003
Tumor
0.5
CPT0079410003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0089020003
Tumor
0.3
CPT0020120003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0065810003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0010120001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0014470001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0012670003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0019130003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0086820003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0088710001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0078800003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0017450001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0024670003
Tumor
-0.4
CPT0077500001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0079510001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0002270011
Tumor
-0.5
CPT0076350001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0069010001
Normal
-0.5
CPT0001340003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0089040001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0012090003
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0092800003
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0025610001
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0088780001
Normal
-0.6
CPT0001550001
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0092740003
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0002370001
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0014350001
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0006950001
Normal
-0.7
CPT0081620001
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0026420001
Normal
-0.7
CPT0066430001
Normal
-0.7
CPT0006730001
Normal
-0.7
CPT0088500001
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0086890003
Normal
-0.8
CPT0078940001
Normal
-0.8
CPT0078670001
Normal
-0.8
CPT0007870001
Normal
-0.8
CPT0009080003
Normal
-0.8
CPT0088970003
Tumor
-0.8
CPT0079430001
Normal
-0.8
CPT0000790001
Normal
-0.9
CPT0065450001
Normal
-0.9
CPT0001350001
Normal
-0.9
CPT0001230001
Normal
-0.9
CPT0012770003
Normal
-0.9
CPT0088640003
Normal
-0.9
CPT0079180003
Tumor
-0.9
CPT0089480003
Normal
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
