This study evaluates whether a 7-day ketogenic dietary regimen before 2-\[18F\]FDG PET/CT can improve the diagnostic accuracy of imaging in adults with suspected or histologically confirmed lepidic-predominant lung adenocarcinoma (LPA). LPA frequently shows low glucose metabolism and may yield false-negative FDG PET/CT results. Approximately 30 participants will undergo a tailored ketogenic diet for 7 days before PET/CT. Imaging results will be compared with histopathology and additionally assessed against literature-reported diagnostic performance and a matched retrospective institutional cohort.
Lepidic-predominant lung adenocarcinoma is a subtype of non-small cell lung cancer characterized by relatively low glucose metabolism, which may reduce the sensitivity of standard 2-\[18F\]FDG PET/CT. Preclinical and translational evidence suggests that a ketogenic diet may enhance tumour FDG uptake in this setting. This prospective proof-of-concept interventional study will enroll approximately 30 adults with CT evidence of a pulmonary nodule suspicious for LPA or histologically confirmed LPA. After informed consent, participants will undergo an initial dietary assessment and receive an individualized ketogenic diet plan. The ketogenic diet will be followed for 7 days prior to FDG PET/CT. On the day of imaging, participants will undergo a second dietary evaluation, laboratory testing, urinalysis, and PET/CT. PET/CT images will be reviewed independently by two board-certified nuclear medicine physicians. Diagnostic performance will be assessed using visual and semiquantitative PET parameters, with histopathological diagnosis as the reference standard. Study-level results will also be compared with values reported in the literature and with a matched retrospective cohort from the same institution.
Study Type
INTERVENTIONAL
Allocation
NA
Purpose
DIAGNOSTIC
Masking
NONE
Enrollment
30
Tailored low-glucose/high-fat ketogenic dietary regimen administered for 7 consecutive days before 2-\[18F\]FDG PET/CT. Compliance will be assessed by clinical review, laboratory testing, and urinalysis on the day of PET/CT.
FDG PET/CT performed after completion of the 7-day ketogenic diet. Images will undergo visual and semiquantitative assessment, including comparison of target nodule uptake with mediastinal blood pool background and measurement of SUVmax.
Fondazione del Piemonte per l'Oncologia- IRCCS Istituto di Candiolo, Candiolo, Turin 10060
Candiolo, Torino (TO), Italy
RECRUITINGDiagnostic performance of 2-[18F]FDG PET/CT after a 7-day ketogenic diet
Sensitivity, specificity, accuracy, positive predictive value, and negative predictive value of visual and semiquantitative 2-\[18F\]FDG PET/CT for identification of LPA after a 7-day ketogenic diet. Histopathological diagnosis will be used as the reference standard. Visual assessment will classify scans as positive when target nodule uptake is equal to or greater than mediastinal blood pool background; semiquantitative assessment will include SUVmax-based evaluation.
Time frame: At day 0 after completion of the 7-day ketogenic diet and FDG PET/CT; final diagnostic performance analysis will be performed after histopathologic reference data are available for the enrolled cohort, up to 12 months.
Comparison of diagnostic performance with literature-reported values
Comparison of study estimates of sensitivity, specificity, accuracy, positive predictive value, and negative predictive value with values reported in the literature using Z-test analysis
Time frame: At completion of cohort-level primary analysis, up to 12 months
Comparison of diagnostic performance with a matched retrospective institutional cohort
Comparison of sensitivity, specificity, accuracy, positive predictive value, and negative predictive value between the prospective ketogenic-diet cohort and a matched retrospective institutional cohort. Semiquantitative PET metrics, including SUVmax, will also be compared between cohorts.
Time frame: At completion of cohort-level primary analysis, up to 12 months.
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