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Research ArticleHead and Neck Imaging

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

H. Kuno, N. Garg, M.M. Qureshi, M.N. Chapman, B. Li, S.K. Meibom, M.T. Truong, K. Takumi and O. Sakai
American Journal of Neuroradiology February 2019, DOI: https://doi.org/10.3174/ajnr.A5974
H. Kuno
aFrom the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.)
dDepartment of Diagnostic Radiology (H.K.), National Cancer Center Hospital East, Kashiwa, Chiba, Japan
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  • ORCID record for H. Kuno
N. Garg
aFrom the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.)
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M.M. Qureshi
aFrom the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.)
bRadiation Oncology (M.M.Q., M.T.T., O.S.)
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M.N. Chapman
aFrom the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.)
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B. Li
aFrom the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.)
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S.K. Meibom
aFrom the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.)
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M.T. Truong
aFrom the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.)
bRadiation Oncology (M.M.Q., M.T.T., O.S.)
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K. Takumi
aFrom the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.)
eDepartment of Radiology (K.T.), Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan.
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O. Sakai
aFrom the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.)
bRadiation Oncology (M.M.Q., M.T.T., O.S.)
cOtolaryngology–Head and Neck Surgery (O.S.), Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts
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Abstract

BACKGROUND AND PURPOSE: Differentiating nodal metastases from reactive adenopathy in HIV-infected patients with [18F] FDG-PET/CT can be challenging because lymph nodes in HIV-positive patients often show increased [18F] FDG uptake. The purpose of this study was to assess CT textural analysis characteristics of HIV-positive and HIV-negative lymph nodes on [18F] 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 [18F] 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.

ABBREVIATIONS:

AUC
area under receiver operating characteristic curve
HNSCC
head and neck squamous cell carcinoma
GLCM
gray-level co-occurrence matrix
GLGM
gray-level gradient matrix
GLN
gray-level nonuniformity
GLRL
gray-level run-length
HGRE
high gray-level run emphasis
LGRE
low gray-level run emphasis
LRE
long-run emphasis
LRHGE
long-run high gray-level emphasis
max
maximum
RLN
run-length nonuniformity
RP
run percentage
SRE
short-run emphasis
SRLGE
short-run low gray-level emphasis
SUV
standard uptake value

Footnotes

  • Disclosures: Hirofumi Kuno—UNRELATED: Grants/Grants Pending: Grant-in-Aid for Young Scientists KAKEN (#18K15573). Osamu Sakai—UNRELATED: Consultancy: Boston Imaging Core Lab.

  • © 2019 by American Journal of Neuroradiology
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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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H. Kuno, N. Garg, M.M. Qureshi, M.N. Chapman, B. Li, S.K. Meibom, M.T. Truong, K. Takumi, O. Sakai
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
American Journal of Neuroradiology Feb 2019, DOI: 10.3174/ajnr.A5974

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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
H. Kuno, N. Garg, M.M. Qureshi, M.N. Chapman, B. Li, S.K. Meibom, M.T. Truong, K. Takumi, O. Sakai
American Journal of Neuroradiology Feb 2019, DOI: 10.3174/ajnr.A5974
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