A Two-Dimensional NMR Relaxometry Method for Pork Fat Quantification

preprint OA: closed CC-BY-4.0
📄 Open PDF View at publisher

Abstract

An accurate method for non-destructive quantification of pork fat content was investigated using two-dimensional inversion-recovery Carr-Purcell-Meiboom-Gill (IR-CPMG) pulse sequences in time-domain nuclear magnetic resonance (TD-NMR). Pork samples with varied fat contents were analyzed using CPMG, IR, and IR-CPMG sequences to map relaxation properties and distinguish fat and muscle signals, revealing better separation along the longitudinal (T1) axis. Prediction models showed IR-CPMG achieved the highest accuracy with coefficient of determination (R2) over 0.98. Validation against Soxhlet extraction resulted in R2 approximately 0.9894 agreement, confirming IR-CPMG matches the reference standard. Therefore, the proposed IR-CPMG TD-NMR technique provides a robust and precise solution for non-invasive pork fat content determination with potential for industrial quality control through its ability to resolve overlapping signals by jointly examining two-dimensional relaxation behavior, demonstrating continued NMR innovation can generate powerful analytical methods addressing important applications.

My notes (saved in your browser only)

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. The paper's references may be in our DB but unresolved to ``paper_id`` (resolution happens at ingest when the cited DOI matches a row we already have). Run the cross-source citation reconcile pass to retry.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00
unpaywall
last seen: 2026-05-22T02:00:06.705733+00:00
License: CC-BY-4.0