Evidence map›Paper›PMID 41137372›Full record

ArticleJournal of food science2025

Evaluating the Impact of Cultivar and Processing on Pulse Off-Flavor Through Descriptive Analysis, GC-MS, and E-Nose.

Kaveri Ponskhe, Aubrey DuBois, Lili Towa, Sharon Hooper, Karen Cichy, Emily J Mayhew

Erratum issuedAbstract read
In one paragraph

Article in Journal of food science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Kaveri PonskheDepartment of Food Science and Human Nutrition, Michigan State University, East Lansing, Michigan, USA.
Aubrey DuBoisDepartment of Food Science and Human Nutrition, Michigan State University, East Lansing, Michigan, USA.
Lili TowaAlpha MOS, Toulouse, France.
Sharon HooperDepartment of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, Michigan, USA.ORCID https://orcid.org/0000-0001-9986-7760
Karen CichyDepartment of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, Michigan, USA.
Emily J MayhewDepartment of Food Science and Human Nutrition, Michigan State University, East Lansing, Michigan, USA.ORCID https://orcid.org/0000-0001-7881-2306

Funding

Agricultural Research Service 58-5050-2-010Rohini Desai Mulchandani Graduate Fellowship
6 · The paper itself

Abstract

Pulses are nutrient-dense and have a low carbon and water footprint but remain underutilized in the United States. A potential strategy to boost pulse consumption involves milling pulses into flour and incorporating them into convenience products traditionally made from wheat flour. However, acceptance of pulse-based products often decreases due to beany off-flavors. Hence, addressing off-flavors-commonly described as green/vegetative, musty/earthy, or beany-is essential for sustained adoption. This study evaluated the impact of cultivar selection and processing methods (boiling, roasting) to reduce off-flavors in eight pulse cultivars using descriptive analysis (DA) and rapid volatile profiling with gas chromatography-mass spectrometry (GC-MS) and electronic nose (e-nose). DA revealed significant differences (p < 0.05) across cultivars and processing treatments for 20 sensory attributes, with roasting reducing green/vegetative and earthy/mushroom/musty off-flavors but increasing beany characteristics, especially in roasted navy bean flour. We identified eight key volatiles via GC-MS, including ketones, aldehydes, and alcohols, which were strongly correlated with green/vegetative and musty/earthy flavors. However, GC-MS had limitations in predicting beany off-flavors, likely due to the chosen targeted analytical approach. In contrast, the untargeted e-nose approach effectively identified discriminant ions that correlated with sensory attributes such as toasted and beany odors in roasted flours. E-nose data aligned better with DA results, highlighting its potential as a first screening tool for rapid flavor profiling. Findings highlight the importance of refining pretreatment methods and selecting cultivars with milder flavors. E-nose and GC-MS can be used to optimize the sensory quality of pulse flour, supporting increased consumer acceptance of pulse-based products. PRACTICAL APPLICATIONS: Despite widespread production of common beans, their consumption is often limited due to off-flavors. While pulse flavor research has largely focused on peas, chickpeas, and faba beans, there is a need to explore cultivar selection and processing strategies for beans. This study demonstrates that lighter-colored bean cultivars and pretreatment with roasting can reduce known off-flavors. Additionally, e-nose offers a rapid alternative compared to traditional sensory and GC-MS methods, helping breeders and product developers to efficiently screen large sample sets for off-flavors. These findings can support the development of pulse-based products with reduced off-flavors, ultimately improving consumer acceptance and consumption.

Indexed as

Food HandlingGas Chromatography-Mass SpectrometryAdultElectronic NoseFemaleFlourHumansMaleOdorantsTasteVolatile Organic CompoundsVolatile Organic Compounds

Identifiers

PMID41137372
PMCPMC12552770

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.