Paulina Cegla, Geoffrey Currie, Joanna P Wroblewska, Joanna Kazmierska, Witold Cholewinski, Inga Jagiello, Krzysztof Matuszewski, Andrzej Marszalek, Anna Kubiak, Pawel Golusinski, Wojciech Golusinski, Ewa Majchrzak
{"title":"[18F]FDG PET/CT Imaging and Hematological Parameters Can Help Predict HPV Status in Head and Neck Cancer.","authors":"Paulina Cegla, Geoffrey Currie, Joanna P Wroblewska, Joanna Kazmierska, Witold Cholewinski, Inga Jagiello, Krzysztof Matuszewski, Andrzej Marszalek, Anna Kubiak, Pawel Golusinski, Wojciech Golusinski, Ewa Majchrzak","doi":"10.1055/a-2365-7808","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To determine whether [<sup>18</sup>F]FDG PET/CT and hematological parameters provide supportive data to determine HPV status in HNSCC patients.</p><p><strong>Methods: </strong>Retrospective analysis of clinical and diagnostic data from 106 patients with HNSCC: 26.4% HPV-positive and 73.6% HPV-negative was performed. The following semiquantitative PET/CT parameters for the primary tumor and hottest lymph node and liver were evaluated: SUV<sub>max</sub>, SUV<sub>mean</sub>, TotalSUV, MTV, TLG, maximum, mean and TLG tumor-to-liver ratio (TLR<sub>max</sub>, TLR<sub>mean</sub>,TLR<sub>TLG</sub>) and heterogeneity index (HI). Following hematological variables were assessed: white blood cell (WBC); lymphocyte (LYMPH); neutrophil (NEU),monocyte (MON); platelet (PLT); neutrophil-to-lymphocyte ratio (NRL); lymphocyte-to-monocyte ratio (LMR); platelet-to lymphocyte ratio (PLR) and monocyte-to-lymphocyte ratio (MLR). Conventional statistical analyses were performed in parallel with an artificial neural network analysis (Neural Analyzer, v. 2.9.5).</p><p><strong>Results: </strong>Significant between-group differences were observed for two of the semiquantitative PET/CT parameters, with higher values in the HPV-negative group: primary tumor MTV (22.2 vs 9.65; p=0.023), and TLR<sub>max</sub> (3.50 vs 2.46; p=0.05). The HPV-negative group also had a significantly higher NEU count (4.84 vs. 6.04; p=0.04), NEU% (58.2 vs. 66.2; p=0.007), and NRL% (2.69 vs. 3.94; p=0.038). Based on ROC analysis (sensitivity 50%, specificity 80%, AUC 0.5), the following variables were independent predictors of HPV-negativity: primary tumor with SUV<sub>max</sub> >10; TotalSUV >2800; MTV >23.5; TLG >180; TLR<sub>max</sub> >3.7; TLR<sub>TLG</sub> >5.7; and oropharyngeal localization.</p><p><strong>Conclusion: </strong>Several semiquantitative parameters derived from [<sup>18</sup>F]FDG PET/CT imaging of the primary tumor (SUV<sub>max</sub>, TotalSUV, MTV, TLG, TLR<sub>max</sub> and TLR<sub>TLG</sub>) were independent predictors of HPV-negativity.</p>","PeriodicalId":94161,"journal":{"name":"Nuklearmedizin. Nuclear medicine","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nuklearmedizin. Nuclear medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1055/a-2365-7808","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: To determine whether [18F]FDG PET/CT and hematological parameters provide supportive data to determine HPV status in HNSCC patients.
Methods: Retrospective analysis of clinical and diagnostic data from 106 patients with HNSCC: 26.4% HPV-positive and 73.6% HPV-negative was performed. The following semiquantitative PET/CT parameters for the primary tumor and hottest lymph node and liver were evaluated: SUVmax, SUVmean, TotalSUV, MTV, TLG, maximum, mean and TLG tumor-to-liver ratio (TLRmax, TLRmean,TLRTLG) and heterogeneity index (HI). Following hematological variables were assessed: white blood cell (WBC); lymphocyte (LYMPH); neutrophil (NEU),monocyte (MON); platelet (PLT); neutrophil-to-lymphocyte ratio (NRL); lymphocyte-to-monocyte ratio (LMR); platelet-to lymphocyte ratio (PLR) and monocyte-to-lymphocyte ratio (MLR). Conventional statistical analyses were performed in parallel with an artificial neural network analysis (Neural Analyzer, v. 2.9.5).
Results: Significant between-group differences were observed for two of the semiquantitative PET/CT parameters, with higher values in the HPV-negative group: primary tumor MTV (22.2 vs 9.65; p=0.023), and TLRmax (3.50 vs 2.46; p=0.05). The HPV-negative group also had a significantly higher NEU count (4.84 vs. 6.04; p=0.04), NEU% (58.2 vs. 66.2; p=0.007), and NRL% (2.69 vs. 3.94; p=0.038). Based on ROC analysis (sensitivity 50%, specificity 80%, AUC 0.5), the following variables were independent predictors of HPV-negativity: primary tumor with SUVmax >10; TotalSUV >2800; MTV >23.5; TLG >180; TLRmax >3.7; TLRTLG >5.7; and oropharyngeal localization.
Conclusion: Several semiquantitative parameters derived from [18F]FDG PET/CT imaging of the primary tumor (SUVmax, TotalSUV, MTV, TLG, TLRmax and TLRTLG) were independent predictors of HPV-negativity.