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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.
OGDHL 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
336.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
863.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
706.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
668.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
627.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
594.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
555.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
555.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
541.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
522.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
518.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
503.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
503.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
497.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
458.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
454.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
449.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
447.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
417.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
406.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
395.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
380.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
377.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
374.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
374.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
373.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
370.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
362.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
334.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
329.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
325.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
313.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
309.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
304.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
298.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
295.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
289.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
287.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
278.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
277.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
272.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
266.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
264.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
260.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
259.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
258.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
257.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
253.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
246.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
221.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
206.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
193.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
193.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
183.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
176.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
158.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
156.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
150.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
137.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
132.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
121.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
111.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
102.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
OGDHL is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
474.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
415.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
357.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
304.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
283.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
274.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
239.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
236.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
222.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
219.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
215.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
176.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
172.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
157.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
142.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
142.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
139.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
139.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
138.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
136.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
136.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
124.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
120.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
119.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
118.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
105.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
105.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
99.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
91.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
91.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
88.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
88.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
87.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
87.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
84.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
81.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
77.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
74.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
73.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
72.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
70.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
70.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
69.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
68.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
65.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
64.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
63.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
60.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
60.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
60.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
58.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
57.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
57.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
57.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
55.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
54.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
50.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
50.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
49.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
48.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
47.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
46.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
46.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
45.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
44.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
44.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
42.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
41.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
41.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
41.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
40.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
40.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
40.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
39.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
39.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
39.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
37.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
36.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
36.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
35.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
35.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
35.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
34.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
34.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
34.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
33.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
32.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
32.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
32.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
31.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
30.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
30.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
30.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
30.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
30.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
30.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
30.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
30.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
30.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
30.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
29.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
28.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
28.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
28.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
27.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
27.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
27.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
26.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
26.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
26.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
25.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
25.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
24.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
24.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
24.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
23.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
22.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
22.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
22.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
21.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
20.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
20.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
20.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
19.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
19.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
18.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
18.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
18.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
18.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
17.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
17.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
17.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
17.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
17.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
17.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
16.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
15.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
15.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
14.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
13.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
12.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
11.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
10.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
9.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
9.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
9.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
9.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
9.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
8.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
8.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
8.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
7.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
7.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
7.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
7.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
7.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
7.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
7.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
7.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
7.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
6.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
6.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
6.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
6.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
6.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
6.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
6.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
6.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
6.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
6.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
5.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
5.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
5.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
5.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
5.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
5.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
5.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
5.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
5.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
5.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
5.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
4.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
4.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
4.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
4.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
4.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
4.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
3.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
3.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
3.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
3.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
3.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
3.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
3.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
3.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
3.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
3.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
3.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
2.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
2.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
2.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
2.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
2.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
2.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
2.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
2.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
2.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
2.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
1.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
1.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
0.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
0.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
0.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
0.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
0.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
0.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
0.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
0.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
0.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
0.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
0.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
0.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
0.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
0.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 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.
OGDHL 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
25.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
201.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
173.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
119.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
114.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
97.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
77.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
69.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
68.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
62.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
57.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
56.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
51.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
51.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
38.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
37.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
30.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
30.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
29.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
26.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
26.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
25.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
20.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
19.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
14.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
12.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
12.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
11.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
10.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
9.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
9.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
9.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
8.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
8.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
8.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
8.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
6.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
6.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
6.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
6.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
4.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
3.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
OGDHL is potential prognostic, high expression is favorable 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
121.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
568.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
477.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
467.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
467.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
461.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
453.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
371.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
365.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
354.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
354.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
345.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
335.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
312.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
310.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
298.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
297.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
290.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
285.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
280.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
274.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
270.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
269.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
265.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
260.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
260.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
256.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
256.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
255.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
253.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
240.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
238.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
236.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
235.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
231.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
231.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
228.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
227.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
226.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
223.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
218.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
216.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
215.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
213.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
213.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
211.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
208.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
207.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
207.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
207.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
205.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
204.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
204.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
202.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
200.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
200.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
199.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
198.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
195.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
194.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
186.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
182.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
181.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
180.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
178.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
176.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
175.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
175.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
175.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
174.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
173.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
170.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
169.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
165.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
163.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
163.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
162.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
160.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
159.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
159.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
157.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
157.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
157.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
154.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
153.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
152.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
151.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
147.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
145.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
145.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
144.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
143.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
143.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
143.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
138.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
137.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
137.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
134.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
132.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
131.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
131.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
130.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
127.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
124.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
124.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
123.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
121.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
121.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
121.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
120.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
120.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
119.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
114.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
114.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
114.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
113.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
113.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
111.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
111.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
111.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
109.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
109.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
108.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
108.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
107.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
107.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
106.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
104.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
104.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
104.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
104.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
103.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
102.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
102.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
102.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
101.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
100.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
99.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
98.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
98.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
97.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
97.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
97.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
96.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
96.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
95.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
95.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
95.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
95.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
94.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
93.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
92.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
92.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
90.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
88.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
88.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
88.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
87.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
86.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
85.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
85.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
83.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
82.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
81.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
81.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
81.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
80.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
78.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
77.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
77.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
77.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
77.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
75.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
75.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
75.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
74.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
74.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
73.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
72.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
72.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
71.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
71.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
71.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
70.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
70.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
69.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
69.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
69.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
68.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
68.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
66.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
64.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
64.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
64.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
63.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
62.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
62.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
61.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
61.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
60.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
60.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
60.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
59.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
58.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
57.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
57.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
56.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
56.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
56.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
56.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
55.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
53.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
52.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
51.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
50.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
50.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
50.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
49.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
49.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
49.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
49.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
48.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
45.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
45.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
45.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
45.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
43.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
42.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
42.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
42.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
41.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
41.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
41.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
39.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
39.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
38.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
35.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
34.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
33.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
33.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
32.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
32.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
31.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
30.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
30.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
28.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
26.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
24.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
24.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
15.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
11.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
10.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
3.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
0.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
2.0
CPT0002270011
Tumor
1.8
CPT0079180003
Tumor
1.3
CPT0006950001
Normal
1.1
CPT0092800003
Normal
1.0
CPT0065450001
Normal
1.0
CPT0000790001
Normal
0.9
CPT0009080003
Normal
0.9
CPT0026420001
Normal
0.9
CPT0012090003
Normal
0.9
CPT0078840001
Normal
0.9
CPT0012770003
Normal
0.9
CPT0025610001
Normal
0.9
CPT0077140001
Normal
0.9
CPT0088780001
Normal
0.9
CPT0025060001
Normal
0.8
CPT0077500001
Normal
0.8
CPT0089480003
Normal
0.8
CPT0069010001
Normal
0.8
CPT0078940001
Normal
0.8
CPT0088710001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0066430001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0078670001
Normal
0.7
CPT0088920001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0020020001
Normal
0.7
CPT0086370003
Normal
0.7
CPT0023360001
Normal
0.7
CPT0079430001
Normal
0.7
CPT0014350001
Normal
0.7
CPT0006730001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0082010001
Normal
0.7
CPT0023710001
Normal
0.7
CPT0092740003
Normal
0.7
CPT0012290003
Normal
0.7
CPT0088500001
Normal
0.6
CPT0007870001
Normal
0.6
CPT0012570003
Normal
0.6
CPT0079000001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0076350001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0064400001
Normal
0.6
CPT0086970003
Normal
0.6
CPT0088640003
Normal
0.6
CPT0007470001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0089040001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0065820001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0088570001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0014130001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0001500009
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0063330001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0001190001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0001550001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0014470001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0066520001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0000660001
Normal
0.1
CPT0069190001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0079300001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0012640003
Normal
-0.2
CPT0009060003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0078510003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0064370003
Tumor
-0.5
CPT0014370004
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0006440003
Tumor
-0.7
CPT0006630003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0000780007
Tumor
-0.7
CPT0086870003
Tumor
-0.7
CPT0092190003
Normal
-0.7
CPT0010160003
Tumor
-0.7
CPT0092290003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0079480003
Tumor
-0.8
CPT0084590001
Normal
-0.8
CPT0087040003
Tumor
-0.8
CPT0066470004
Tumor
-0.8
CPT0088900003
Tumor
-0.8
CPT0019990003
Tumor
-0.9
CPT0069000003
Tumor
-0.9
CPT0077310003
Tumor
-0.9
CPT0077320001
Normal
-0.9
CPT0025170003
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0066480003
Tumor
-0.9
CPT0079410003
Tumor
-0.9
CPT0075720003
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0014450004
Tumor
-1.0
CPT0086950003
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0009000003
Tumor
-1.0
CPT0025880003
Tumor
-1.0
CPT0088480003
Tumor
-1.0
CPT0075560003
Tumor
-1.0
CPT0011410003
Tumor
-1.0
CPT0079270003
Tumor
-1.0
CPT0076330003
Tumor
-1.0
CPT0000870016
Tumor
-1.1
CPT0011240003
Tumor
-1.1
CPT0092730003
Tumor
-1.1
CPT0023690003
Tumor
-1.1
CPT0001260009
Tumor
-1.1
CPT0019130003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0092160003
Tumor
-1.1
CPT0012550003
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0024670003
Tumor
-1.1
CPT0088760003
Tumor
-1.2
CPT0007320003
Tumor
-1.2
CPT0006900003
Tumor
-1.2
CPT0015910003
Tumor
-1.2
CPT0021240003
Tumor
-1.2
CPT0012670003
Tumor
-1.2
CPT0012180003
Tumor
-1.2
CPT0065810003
Tumor
-1.2
CPT0014160003
Tumor
-1.2
CPT0078930003
Tumor
-1.2
CPT0025580004
Tumor
-1.2
CPT0065430003
Tumor
-1.3
CPT0075130003
Tumor
-1.3
CPT0026410003
Tumor
-1.3
CPT0077490003
Tumor
-1.3
CPT0025050003
Tumor
-1.3
CPT0078990003
Tumor
-1.3
CPT0063630003
Tumor
-1.3
CPT0088690003
Tumor
-1.3
CPT0001340003
Tumor
-1.3
CPT0086030003
Tumor
-1.3
CPT0088550004
Tumor
-1.3
CPT0071150004
Tumor
-1.3
CPT0078830003
Tumor
-1.4
CPT0023350003
Tumor
-1.4
CPT0001540009
Tumor
-1.4
CPT0002350011
Tumor
-1.4
CPT0015810003
Tumor
-1.4
CPT0012370003
Tumor
-1.4
CPT0010110003
Tumor
-1.4
CPT0065750003
Tumor
-1.4
CPT0086360003
Tumor
-1.4
CPT0000640003
Tumor
-1.5
CPT0001220008
Tumor
-1.5
CPT0015730003
Tumor
-1.5
CPT0088630003
Tumor
-1.5
CPT0081600003
Tumor
-1.5
CPT0077110003
Tumor
-1.5
CPT0012280003
Tumor
-1.5
CPT0012080003
Tumor
-1.6
CPT0065930003
Tumor
-1.6
CPT0025230003
Tumor
-1.6
CPT0065870003
Tumor
-1.6
CPT0017410003
Tumor
-1.6
CPT0025110003
Tumor
-1.7
CPT0086820003
Tumor
-1.7
CPT0017850003
Tumor
-1.8
CPT0001180009
Tumor
-1.9
CPT0025350003
Tumor
-1.9
CPT0065690003
Tumor
-1.9
CPT0084560003
Tumor
-1.9
CPT0025290003
Tumor
-2.0
CPT0079230003
Tumor
-2.0
CPT0085670003
Tumor
-2.2
CPT0081880003
Tumor
-2.2
CPT0079380003
Tumor
-2.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.