CT textural analysis of hepatic metastatic colorectal cancer: pre-treatment tumor heterogeneity correlates with pathology and clinical outcomes
被引:243
作者:
Lubner, Meghan G.
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机构:
Univ Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USAUniv Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USA
Lubner, Meghan G.
[1
]
Stabo, Nicholas
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Univ Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USAUniv Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USA
Stabo, Nicholas
[1
]
Lubner, Sam J.
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机构:
Univ Wisconsin, Dept Internal Med, Sch Med, Sect Human Oncol, Madison, WI 53792 USA
Univ Wisconsin, Dept Internal Med, Sch Med, Gastroenterol Sect, Madison, WI 53792 USAUniv Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USA
Lubner, Sam J.
[2
,3
]
del Rio, Alejandro Munoz
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机构:
Univ Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USA
Univ Wisconsin, Dept Med Phys, Sch Med & Publ Hlth, Madison, WI 53792 USAUniv Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USA
del Rio, Alejandro Munoz
[1
,4
]
Song, Chihwa
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机构:
Univ Wisconsin, Dept Med Phys, Sch Med & Publ Hlth, Madison, WI 53792 USAUniv Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USA
Song, Chihwa
[4
]
Halberg, Richard B.
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机构:
Univ Wisconsin, Dept Internal Med, Sch Med, Sect Human Oncol, Madison, WI 53792 USA
Univ Wisconsin, Dept Internal Med, Sch Med, Gastroenterol Sect, Madison, WI 53792 USAUniv Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USA
Halberg, Richard B.
[2
,3
]
Pickhardt, Perry J.
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Univ Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USAUniv Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USA
Pickhardt, Perry J.
[1
]
机构:
[1] Univ Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53792 USA
[2] Univ Wisconsin, Dept Internal Med, Sch Med, Sect Human Oncol, Madison, WI 53792 USA
[3] Univ Wisconsin, Dept Internal Med, Sch Med, Gastroenterol Sect, Madison, WI 53792 USA
[4] Univ Wisconsin, Dept Med Phys, Sch Med & Publ Hlth, Madison, WI 53792 USA
The purpose of the study was to determine if CT texture features of untreated hepatic metastatic colorectal cancer (CRC) relate to pathologic features and clinical outcomes. Tumor texture analysis was performed on single hepatic metastatic lesions on pre-treatment contrast-enhanced CT scans in 77 pts (mean age 58, 34F/43M) using a novel tool. Measures of heterogeneity, including entropy, kurtosis, skewness, mean, mean positive pixels (MPP), and standard deviation (SD) of pixel distribution histogram were derived with filter values corresponding to fine (spatial scaling factor (ssf) 2), medium (ssf 3, 4), and coarse textures (ssf 5, 6). Texture parameters were correlated with tumor grade, baseline serum CEA, and KRAS mutation status. Overall survival was also correlated using Cox proportional hazards models. Single-slice 2D vs. whole-tumor volumetric 3D texture analysis was compared in a subcohort of 20 patients. Entropy, MPP, and SD at medium filtration levels were significantly associated with tumor grade (MPP ssf 3 P = 0.002, SD ssf 3 P = 0.004, entropy ssf 4 P = 0.007). Skewness was negatively associated KRAS mutation (P = 0.02). Entropy at coarse filtration levels was associated with survival (Hazard ratio (HR) for death 0.65, 95% CI 0.44-0.95, P = 0.03). Texture results for 2D and 3D analysis were similar. CT texture features, particularly entropy, MPP, and SD, are significantly associated with tumor grade in untreated CRC liver metastases. Tumor entropy at coarse filters correlates with overall survival. Single-slice 2D texture analysis appears to be adequate.
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Bossard, Celine
;
Kuery, Sebastien
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Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Kuery, Sebastien
;
Jamet, Philippe
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h-index: 0
机构:
CHU Nantes, Inst Malad Appareil Digestif, Nantes, France
CHU Nantes, Serv Hepatogastroenterol, Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Jamet, Philippe
;
Senellart, Helene
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Lutte Canc Nantes Atlantique, Med Oncol Serv, Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Senellart, Helene
;
Airaud, Fabrice
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Airaud, Fabrice
;
Ramee, Jean-Francois
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机构:
Ctr Catherine Sienne, Med Oncol Serv, Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Ramee, Jean-Francois
;
Bezieau, Stephane
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机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Bezieau, Stephane
;
Matysiak-Budnik, Tamara
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h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
CHU Nantes, Inst Malad Appareil Digestif, Nantes, France
CHU Nantes, Serv Hepatogastroenterol, Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Matysiak-Budnik, Tamara
;
Laboisse, Christian L.
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h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Laboisse, Christian L.
;
Mosnier, Jean-Francois
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h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
机构:
Univ Sussex, Clin Imaging Sci Ctr, Brighton & Sussex Med Sch, Brighton, E Sussex, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Ganeshan, Balaji
;
Goh, Vicky
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Goh, Vicky
;
Mandeville, Henry C.
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h-index: 0
机构:
Mt Vernon Hosp, Ctr Canc, Northwood HA6 2RN, Middx, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Mandeville, Henry C.
;
Quan Sing Ng
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机构:
Natl Canc Ctr, Singapore, SingaporeKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Quan Sing Ng
;
Hoskin, Peter J.
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h-index: 0
机构:
Mt Vernon Hosp, Ctr Canc, Northwood HA6 2RN, Middx, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Hoskin, Peter J.
;
Miles, Kenneth A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sussex, Clin Imaging Sci Ctr, Brighton & Sussex Med Sch, Brighton, E Sussex, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Bossard, Celine
;
Kuery, Sebastien
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Kuery, Sebastien
;
Jamet, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
CHU Nantes, Inst Malad Appareil Digestif, Nantes, France
CHU Nantes, Serv Hepatogastroenterol, Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Jamet, Philippe
;
Senellart, Helene
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Lutte Canc Nantes Atlantique, Med Oncol Serv, Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Senellart, Helene
;
Airaud, Fabrice
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Airaud, Fabrice
;
Ramee, Jean-Francois
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Catherine Sienne, Med Oncol Serv, Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Ramee, Jean-Francois
;
Bezieau, Stephane
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Bezieau, Stephane
;
Matysiak-Budnik, Tamara
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
CHU Nantes, Inst Malad Appareil Digestif, Nantes, France
CHU Nantes, Serv Hepatogastroenterol, Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Matysiak-Budnik, Tamara
;
Laboisse, Christian L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
Laboisse, Christian L.
;
Mosnier, Jean-Francois
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, FranceUniv Nantes, Fac Med Nantes, EA Biometadys 4273, F-44035 Nantes, France
机构:
Univ Sussex, Clin Imaging Sci Ctr, Brighton & Sussex Med Sch, Brighton, E Sussex, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Ganeshan, Balaji
;
Goh, Vicky
论文数: 0引用数: 0
h-index: 0
机构:
Kings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Goh, Vicky
;
Mandeville, Henry C.
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Ctr Canc, Northwood HA6 2RN, Middx, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Mandeville, Henry C.
;
Quan Sing Ng
论文数: 0引用数: 0
h-index: 0
机构:
Natl Canc Ctr, Singapore, SingaporeKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Quan Sing Ng
;
Hoskin, Peter J.
论文数: 0引用数: 0
h-index: 0
机构:
Mt Vernon Hosp, Ctr Canc, Northwood HA6 2RN, Middx, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England
Hoskin, Peter J.
;
Miles, Kenneth A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sussex, Clin Imaging Sci Ctr, Brighton & Sussex Med Sch, Brighton, E Sussex, EnglandKings Coll London, St Thomas Hosp, Div Imaging Sci & Biomed Engn, London SE1 7EH, England