CT Texture Analysis of Cervical Lymph Nodes on Contrast-Enhanced [18F] FDG-PET/CT Images to Differentiate Nodal Metastases from Reactive Lymphadenopathy in HIV-Positive Patients with Head and Neck Squamous Cell Carcinoma
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作者:
Kuno, H.
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Boston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Natl Canc Ctr Hosp East, Dept Diagnost Radiol, Kashiwa, Chiba, JapanBoston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Kuno, H.
[1
,4
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Garg, N.
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机构:
Boston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USABoston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Garg, N.
[1
]
Qureshi, M. M.
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Boston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Boston Univ, Sch Med, Boston Med Ctr, Dept Radiat Oncol, Boston, MA 02118 USABoston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Qureshi, M. M.
[1
,2
]
Chapman, M. N.
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Boston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USABoston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Chapman, M. N.
[1
]
Li, B.
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Boston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USABoston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Li, B.
[1
]
Meibom, S. K.
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Boston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USABoston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Meibom, S. K.
[1
]
Truong, M. T.
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Boston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Boston Univ, Sch Med, Boston Med Ctr, Dept Radiat Oncol, Boston, MA 02118 USABoston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
Truong, M. T.
[1
,2
]
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Takumi, K.
[1
,5
]
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Sakai, O.
[1
,2
,3
]
机构:
[1] Boston Univ, Sch Med, Boston Med Ctr, Dept Radiol, FGH Bldg,3rd Floor,820 Harrison Ave, Boston, MA 02118 USA
[2] Boston Univ, Sch Med, Boston Med Ctr, Dept Radiat Oncol, Boston, MA 02118 USA
[3] Boston Univ, Sch Med, Boston Med Ctr, Dept Otolaryngol Head & Neck Surg, Boston, MA 02118 USA
BACKGROUND AND PURPOSE: Differentiating nodal metastases from reactive adenopathy in HIV-infected patients with [F-18] FDG-PET/CT can be challenging because lymph nodes in HIV-positive patients often show increased [F-18] FDG uptake. The purpose of this study was to assess CT textural analysis characteristics of HIV-positive and HIV-negative lymph nodes on [F-18] FDG-PET/CT to differentiate nodal metastases from disease-specific nodal reactivity. MATERIALS AND METHODS: Nine HIV-positive patients with head and neck squamous cell carcinoma (7 men, 2 women; 29-62 years of age; median age, 48 years) with 22 lymph nodes (>= 1 cm) who underwent contrast-enhanced CT with [F-18] FDG-PET followed by pathologic evaluation of cervical lymph nodes were retrospectively reviewed. Twenty-six HIV-negative patients with head and neck squamous cell carcinoma with 61 lymph nodes were evaluated as a control group. Each lymph node was manually segmented, and an in-house-developed Matlab-based texture analysis program extracted 41 texture features from each segmented volume. A mixed linear regression model was used to compare the pathologically proved malignant lymph nodes with benign nodes in the 2 enrolled groups. RESULTS: Thirteen (59%) lymph nodes in the HIV-positive group and 22 (36%) lymph nodes in the HIV-negative control group were confirmed as positive for metastases. There were 7 histogram features (P = .017-0.032), 3 gray-level co-occurrence features (P = .009-.025), and 9 gray-level run-length features (P < .001-.033) that demonstrated a significant difference in HIV-positive patients with either benign or malignant lymph nodes. CONCLUSIONS: CT texture analysis may be useful as a noninvasive method of obtaining additional quantitative information to differentiate nodal metastases from disease-specific nodal reactivity in HIV-positive patients with head and neck squamous cell carcinoma.
机构:
CHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, France
Univ St Etienne, Fac Med, Anat Lab, F-42023 St Etienne 2, FranceCHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, France
Gavid, M.
Prevot-Bitot, N.
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CHU St Etienne, Serv Med Nucl, F-42270 St Priest En Jarez, FranceCHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, France
Prevot-Bitot, N.
Timoschenko, A.
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CHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, FranceCHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, France
Timoschenko, A.
Gallet, P.
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机构:
CHU Nancy, Serv Otorhinolaryngol & Chirurg Cervicofaciale, Nancy, FranceCHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, France
Gallet, P.
Martin, C.
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CHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, FranceCHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, France
Martin, C.
Prades, J. -M.
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CHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, France
Univ St Etienne, Fac Med, Anat Lab, F-42023 St Etienne 2, FranceCHU St Etienne, Serv Otorhinolaryngol & Chirurg Cervicofaciale, F-42270 St Priest En Jarez, France
机构:
Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USAJohns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USA
Taghipour, Mehdi
Mena, Esther
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Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USAJohns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USA
Mena, Esther
Kruse, Matthew J.
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Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USAJohns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USA
Kruse, Matthew J.
Sheikhbahaei, Sara
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Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USAJohns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USA
Sheikhbahaei, Sara
Subramaniam, Rathan M.
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Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USA
Univ Texas Southwestern Med Ctr Dallas, Dept Radiol, Dallas, TX USA
Univ Texas Southwestern Med Ctr Dallas, Adv Imaging Res Inst, Dallas, TX 75390 USA
Univ Texas Southwestern Med Ctr Dallas, Dept Clin Sci, Dallas, TX 75390 USA
Univ Texas Southwestern Med Ctr Dallas, Dept Biomed Engn, Dallas, TX 75390 USAJohns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USA
机构:
St Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USASt Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USA
Daugherty, Emily
Raslan, Osama
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St Louis Univ Hosp, Div Nucl Med, St Louis, MO USASt Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USA
Raslan, Osama
Bicklein, S.
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St Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USASt Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USA
Bicklein, S.
Kienstra, K.
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St Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USASt Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USA
Kienstra, K.
Hewing, Debra
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St Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USASt Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USA
Hewing, Debra
Osman, Medhat
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St Louis Univ Hosp, Div Nucl Med, St Louis, MO USASt Louis Univ, Doisy Coll Hlth Sci, Dept Med Imaging & Radiat Therapeut, St Louis, MO 63103 USA
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St Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USASt Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USA
Daugherty, Emily
Raslan, Osama
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St Louis Univ Hosp, Div Nucl Med, St Louis, MO USASt Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USA
Raslan, Osama
Bicklein, S.
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St Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USASt Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USA
Bicklein, S.
Kienstra, K.
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St Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USASt Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USA
Kienstra, K.
Hewing, Debra
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St Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USASt Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USA
Hewing, Debra
Osman, Medhat
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St Louis Univ Hosp, Div Nucl Med, St Louis, MO USASt Louis Univ, Dept Med Imaging & Radiat Therapeut, Doisy Coll Hlth Sci, St Louis, MO 63103 USA
机构:
Univ Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South KoreaUniv Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South Korea
Lee, Jae Ryung
Kim, Jae Seung
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Univ Ulsan, Coll Med, Asan Med Ctr, Dept Nucl Med, Seoul 138736, South KoreaUniv Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South Korea
Kim, Jae Seung
Roh, Jong-Lyel
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Univ Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South KoreaUniv Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South Korea
Roh, Jong-Lyel
Lee, Jeong Hyun
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Univ Ulsan, Coll Med, Asan Med Ctr, Dept Radiol, Seoul 138736, South KoreaUniv Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South Korea
Lee, Jeong Hyun
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Baek, Jung Hwan
Cho, Kyung-Ja
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Univ Ulsan, Coll Med, Asan Med Ctr, Dept Pathol, Seoul 138736, South KoreaUniv Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South Korea
Cho, Kyung-Ja
Choi, Seung-Ho
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Univ Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South KoreaUniv Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South Korea
Choi, Seung-Ho
Nam, Soon Yuhl
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Univ Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South KoreaUniv Ulsan, Coll Med, Asan Med Ctr, Dept Otolaryngol, Seoul 138736, South Korea