Evidence map›Paper›PMID 42853480›Full record

ArticleJournal of food science2026

Bean Type Strongly Drives Specific Mechanical Energy and Distinguishes Extrudate Expansion During Extrusion Processing.

Aniket Kamboj, Aimé Roger Raherison, Sahil Nain, Girish M Ganjyal

Abstract read
In one paragraph

Article in Journal of food science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Aniket KambojSchool of Food Science, Washington State University, Pullman, Washington, USA.
Aimé Roger RaherisonSchool of Bioresources and Technology, King Mongkut University of Technology Thonburi, Bangkok, Thailand.
Sahil NainSchool of Food Science, Washington State University, Pullman, Washington, USA.
Girish M GanjyalSchool of Food Science, Washington State University, Pullman, Washington, USA.ORCID https://orcid.org/0000-0003-2093-6212

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined how bean type and extrusion conditions influence process behavior and quality attributes of expanded extrudates produced from pre-cooked pinto, navy, and black bean flours. Blends were extruded at three feed moisture levels (14%, 17%, and 20%, wet basis), and three screw speeds (100, 200, and 300 rpm). Product properties were strongly dependent on processing conditions and bean type. Navy beans produced more expanded and softer extrudates with expansion ratios of 1.58-2.49 and hardness values of 1.54-8.63 kg compared with pinto bean extrudates, which showed lower expansion (1.30-1.88) and higher hardness (2.62-15.55 kg). Black bean extrudates showed intermediate behavior, with expansion ratios of 1.68-2.11 and hardness values of 2.44-11.65 kg. Color change increased with more severe processing conditions for all bean types. Water solubility index (WSI) was strongly and positively correlated with specific mechanical energy (SME) for all bean flours, with Pearson correlation coefficients of r ≥ 0.97 for navy, pinto, and black beans. Scanning electron microscopy (SEM) images supported these findings, showing condition- and bean-dependent cellular structures ranging from more uniform foams to coalesced pores and locally compact regions. K-means clustering revealed three distinct extrusion product groups driven by bean type and processing intensity, distinguishing low-energy, low-expansion black and pinto bean extrudates from high-viscosity and high-SME navy bean formulations. Overall, the results show that bean type significantly affects structure development and energy demand during extrusion processing, requiring bean-specific process optimization.

Indexed as

FabaceaeFood HandlingPhaseolusColorFlourHardnessMicroscopy, Electron, ScanningSolubilityWaterWaterbean flourcolorexpansionmultivariate analysisspecific mechanical energytexture

Identifiers

PMID42853480
PMCPMC13651920

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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.