The influence of phytate-bound-phosphorus on the near infrared spectra of wheat grains

Near infrared (NIR) spectroscopy has been used to determine total phosphorus (total-P), phytate, and phytate-bound phosphorus concentrations in grains and animal feeds. However, since more than 50% of the total-P in grains of most cultivated cereals occurs as phytate ( myo -inositolhexakisphosphate), there is a strong linear correlation between total-P and phytate-bound-P. If near infrared spectroscopy is used to analyse cereal products simultaneously for both total-P and for phytate-bound-P there is a risk that the intercorrelation effects will be dominant in models for each. This paper presents NIR spectra of whole wheat grains from progeny of a normal and a low phytate parent genotype. For these progeny there was a weak correlation between the phytate-bound-P and total-P concentrations (r = 0.5) and no correlation with grain protein (r = 0.1). The spectra of grains with lower phytate-bound-P differed at wavelengths that aligned mainly with O-H, C-H and P-OH bonds and included 7124 cm −1 (1404 nm), 5882 cm −1 (1701 nm) and 5245 cm −1 (1907 nm). Loading weights for partial least squares regression models indicated that models for both total-P and phytate-bound-P utilized essentially the same wavelengths. This supports the hypothesis that NIR calibrations for total-P and phytate-bound-P in wheat and wheat-based feeds are inter-dependent. This may not be critical for the determination of P in grain of most current genotypes due to the strong linear correlation between total-P and phytate-bound-P. However, to ensure more accurate analysis of P in grains of cereal varieties that carry genes for low phytate NIR calibration models for total-P, phytate-bound-P and phytate should be updated.

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Journal
Journal of Near Infrared Spectroscopy
Published
2026-01-02
DOI
https://doi.org/10.1177/09670335251412018
Primary Topic
Phytase and its Applications
Type
article
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article

The influence of phytate-bound-phosphorus on the near infrared spectra of wheat grains

Graeme Batten, Richard Trethowan, Roger Meder, R. A. CALDWELL et al.
Journal of Near Infrared Spectroscopy
Phytase and its Applications
article

The influence of phytate-bound-phosphorus on the near infrared spectra of wheat grains

Graeme Batten, Richard Trethowan, Roger Meder, R. A. CALDWELL, Lindsay C. Campbell
article en

Abstract

Near infrared (NIR) spectroscopy has been used to determine total phosphorus (total-P), phytate, and phytate-bound phosphorus concentrations in grains and animal feeds. However, since more than 50% of the total-P in grains of most cultivated cereals occurs as phytate ( myo -inositolhexakisphosphate), there is a strong linear correlation between total-P and phytate-bound-P. If near infrared spectroscopy is used to analyse cereal products simultaneously for both total-P and for phytate-bound-P there is a risk that the intercorrelation effects will be dominant in models for each. This paper presents NIR spectra of whole wheat grains from progeny of a normal and a low phytate parent genotype. For these progeny there was a weak correlation between the phytate-bound-P and total-P concentrations (r = 0.5) and no correlation with grain protein (r = 0.1). The spectra of grains with lower phytate-bound-P differed at wavelengths that aligned mainly with O-H, C-H and P-OH bonds and included 7124 cm −1 (1404 nm), 5882 cm −1 (1701 nm) and 5245 cm −1 (1907 nm). Loading weights for partial least squares regression models indicated that models for both total-P and phytate-bound-P utilized essentially the same wavelengths. This supports the hypothesis that NIR calibrations for total-P and phytate-bound-P in wheat and wheat-based feeds are inter-dependent. This may not be critical for the determination of P in grain of most current genotypes due to the strong linear correlation between total-P and phytate-bound-P. However, to ensure more accurate analysis of P in grains of cereal varieties that carry genes for low phytate NIR calibration models for total-P, phytate-bound-P and phytate should be updated.

Journal of Near Infrared SpectroscopyVol. 34(1)
The University of Sydney (AU), FIT Consulting (Italy) (IT), Ridley College (AU)
Openalex Percentile: Top 98%
Phytase and its Applications
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The influence of phytate-bound-phosphorus on the near infrared spectra of wheat grains — Graeme Batten, Richard Trethowan, et al. · Journal of Near Infrared Spectroscopy (2026) | TGRS Research Map | TGRS