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ESCI Özgün Makale Scopus
The Role of Histogram-Based Textural Analysis of 18F-FDG PET/CT in Evaluating Tumor Heterogeneity and Predicting the Prognosis of Invasive Lung Adenocarcinoma
Molecular Imaging and Radionuclide Therapy 2022 Cilt 31 Sayı 1
Scopus Eşleşmesi Bulundu
5
Atıf
31
Cilt
33-41
Sayfa
🔓
Açık Erişim
Scopus Yazarları: H. Önner, Nazım Coşkun, Mustafa Erol, Meryem İlkay Eren Karanis
Özet
Objectives: This study aimed to investigate the contributory role of histogram-based textural features (HBTFs) extracted from18fluorine-fluorodeoxyglucose (18F-FDG) positron emission tomography/computed tomography (PET/CT) in tumoral heterogeneity (TH) evaluation and invasive lung adenocarcinoma (ILA) prognosis prediction. Methods: This retrospective study analyzed the data of 72 patients with ILA who underwent18F-FDG PET/CT followed by surgical resection. The maximum standardized uptake value (SUVmax), metabolic tumor volume, and total lesion glycolysis values were calculated for each tumor. Additionally, HBTFs were extracted from18F-FDG PET/CT images using the software program. ILA was classified into the following five histopathological subtypes according to the predominant pattern: Lepidic adenocarcinoma (LA), acinar adenocarcinoma, papillary adenocarcinoma, solid adenocarcinoma (SA), and micropapillary adenocarcinoma (MA). Differences between18F-FDG PET/CT parameters and histopathological subtypes were evaluated using non-parametric tests. The study endpoints include overall survival (OS) and progression-free survival (PFS). The prognostic values of clinicopathological factors and18F-FDG PET/CT parameters were evaluated using the Cox regression analyses. Results: The median SUVmax and entropy values were significantly higher in SA-MA, whereas lower in LA. The median energy-uniformity value of the LA was significantly higher than the others. Among all parameters, only skewness and kurtosis were significantly associated with lymph node involvement status. The median values for follow-up time, PFS, and OS were 31.26, 16.07, and 20.87 months, respectively. The univariate Cox regression analysis showed that lymph node involvement was the only significant predictor for PFS. The multivariate Cox regression analysis revealed that higher SUVmax (≥11.69) and advanced stage (IIB-IIIA) were significantly associated with poorer OS [hazard ratio (HR): 3.580, p=0.024 and HR: 7.608, p=0.007, respectively]. Conclusion: HBTFs were tightly associated with clinicopathological factors causing TH. Among the18F-FDG PET/CT parameters, only skewness and kurtosis were associated with lymph node involvement, whereas SUVmax was the only independent predictor of OS. TH measurement with HBTFs may contribute to conventional metabolic parameters in guiding precision medicine for ILA.
Anahtar Kelimeler (Scopus)
Fluorodeoxyglucose Lung adenocarcinoma Prognosis Radiomics Textural analysis

Anahtar Kelimeler

Fluorodeoxyglucose Lung adenocarcinoma Prognosis Radiomics Textural analysis

Makale Bilgileri

Dergi Molecular Imaging and Radionuclide Therapy
ISSN 2146-1414
Yıl 2022 / 2. ay
Cilt / Sayı 31 / 1
Sayfalar 33 – 41
Makale Türü Özgün Makale
Hakemlik Hakemli
Endeks ESCI
TEŞV Puanı 27,00
Yayın Dili Türkçe
Kapsam Uluslararası
Toplam Yazar 4 kişi
Erişim Türü Basılı+Elektronik
Erişim Linki Makaleye Git
Alan Sağlık Bilimleri Temel Alanı Nükleer Tıp

YÖKSİS Yazar Kaydı

Yazar Adı ÖNNER HASAN, COŞKUN NAZIM, EROL MUSTAFA, EREN KARANİS MERYEM İLKAY
YÖKSİS ID 6282350

Metrikler

Scopus Atıf 5
TEŞV Puanı 27,00
Yazar Sayısı 4