Physico-elemental analysis of roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico using X-ray micro-computed tomography and external beam particle induced X-ray emission

The physico-elemental profiles of commercially attained and roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico were compared using light microscopy, X-ray micro-computed tomography, and external beam particle induced X-ray emission. External beam PIXE analysis detected P, S,...

Full description

Bibliographic Details
Main Authors: Karen J. Cloete, Žiga Šmit, Roya Minnis-Ndimba, Primož Vavpetič, Anton du Plessis, Stephan G. le Roux, Primož Pelicon
Format: Article
Language:English
Published: Elsevier 2019-06-01
Series:Food Chemistry: X
Online Access:http://www.sciencedirect.com/science/article/pii/S2590157519300343
_version_ 1818952387236200448
author Karen J. Cloete
Žiga Šmit
Roya Minnis-Ndimba
Primož Vavpetič
Anton du Plessis
Stephan G. le Roux
Primož Pelicon
author_facet Karen J. Cloete
Žiga Šmit
Roya Minnis-Ndimba
Primož Vavpetič
Anton du Plessis
Stephan G. le Roux
Primož Pelicon
author_sort Karen J. Cloete
collection DOAJ
description The physico-elemental profiles of commercially attained and roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico were compared using light microscopy, X-ray micro-computed tomography, and external beam particle induced X-ray emission. External beam PIXE analysis detected P, S, Cl, K, Ca, Ti, Mn, Fe, Cu, Zn, Br, Rb, and Sr in samples. Linear discriminant analysis showed that there was no strong association between elemental data and production region, whilst a heatmap combined with hierarchical clustering showed that soil-plant physico-chemical properties may influence regional elemental signatures. Physical trait data showed that Mexican coffee beans weighed significantly more than beans from other regions, whilst Honduras beans had the highest width. X-ray micro-computed tomography qualitative data showed heterogeneous microstructural features within and between beans representing different regions. In conclusion, such multi-dimensional analysis may present a promising tool in assessing the nutritional content and qualitative characteristics of food products such as coffee. Keywords: Ethiopia, Colombia, Honduras, External beam PIXE, Mexico, Organic, Roasted coffee bean, X-ray micro-computed tomography
first_indexed 2024-12-20T09:49:34Z
format Article
id doaj.art-06d90ce3c6c84adcba3b405ebf2f0167
institution Directory Open Access Journal
issn 2590-1575
language English
last_indexed 2024-12-20T09:49:34Z
publishDate 2019-06-01
publisher Elsevier
record_format Article
series Food Chemistry: X
spelling doaj.art-06d90ce3c6c84adcba3b405ebf2f01672022-12-21T19:44:37ZengElsevierFood Chemistry: X2590-15752019-06-012Physico-elemental analysis of roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico using X-ray micro-computed tomography and external beam particle induced X-ray emissionKaren J. Cloete0Žiga Šmit1Roya Minnis-Ndimba2Primož Vavpetič3Anton du Plessis4Stephan G. le Roux5Primož Pelicon6iThemba Laboratory for Accelerator Based Sciences, National Research Foundation, PO Box 722, Somerset West 7129, South Africa; Corresponding author.Jožef Stefan Institute, Jamova cesta 39, SI-1001 Ljubljana, Slovenia; Faculty of Mathematics and Physics, University of Ljubljana, Jadranska ulica, 19, SI-1000 Ljubljana, SloveniaiThemba Laboratory for Accelerator Based Sciences, National Research Foundation, PO Box 722, Somerset West 7129, South AfricaJožef Stefan Institute, Jamova cesta 39, SI-1001 Ljubljana, SloveniaCT Scanner Facility, Central Analytical Facilities, Stellenbosch University, Private Bag X1, Matieland, Stellenbosch 7602, South AfricaCT Scanner Facility, Central Analytical Facilities, Stellenbosch University, Private Bag X1, Matieland, Stellenbosch 7602, South AfricaJožef Stefan Institute, Jamova cesta 39, SI-1001 Ljubljana, SloveniaThe physico-elemental profiles of commercially attained and roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico were compared using light microscopy, X-ray micro-computed tomography, and external beam particle induced X-ray emission. External beam PIXE analysis detected P, S, Cl, K, Ca, Ti, Mn, Fe, Cu, Zn, Br, Rb, and Sr in samples. Linear discriminant analysis showed that there was no strong association between elemental data and production region, whilst a heatmap combined with hierarchical clustering showed that soil-plant physico-chemical properties may influence regional elemental signatures. Physical trait data showed that Mexican coffee beans weighed significantly more than beans from other regions, whilst Honduras beans had the highest width. X-ray micro-computed tomography qualitative data showed heterogeneous microstructural features within and between beans representing different regions. In conclusion, such multi-dimensional analysis may present a promising tool in assessing the nutritional content and qualitative characteristics of food products such as coffee. Keywords: Ethiopia, Colombia, Honduras, External beam PIXE, Mexico, Organic, Roasted coffee bean, X-ray micro-computed tomographyhttp://www.sciencedirect.com/science/article/pii/S2590157519300343
spellingShingle Karen J. Cloete
Žiga Šmit
Roya Minnis-Ndimba
Primož Vavpetič
Anton du Plessis
Stephan G. le Roux
Primož Pelicon
Physico-elemental analysis of roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico using X-ray micro-computed tomography and external beam particle induced X-ray emission
Food Chemistry: X
title Physico-elemental analysis of roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico using X-ray micro-computed tomography and external beam particle induced X-ray emission
title_full Physico-elemental analysis of roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico using X-ray micro-computed tomography and external beam particle induced X-ray emission
title_fullStr Physico-elemental analysis of roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico using X-ray micro-computed tomography and external beam particle induced X-ray emission
title_full_unstemmed Physico-elemental analysis of roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico using X-ray micro-computed tomography and external beam particle induced X-ray emission
title_short Physico-elemental analysis of roasted organic coffee beans from Ethiopia, Colombia, Honduras, and Mexico using X-ray micro-computed tomography and external beam particle induced X-ray emission
title_sort physico elemental analysis of roasted organic coffee beans from ethiopia colombia honduras and mexico using x ray micro computed tomography and external beam particle induced x ray emission
url http://www.sciencedirect.com/science/article/pii/S2590157519300343
work_keys_str_mv AT karenjcloete physicoelementalanalysisofroastedorganiccoffeebeansfromethiopiacolombiahondurasandmexicousingxraymicrocomputedtomographyandexternalbeamparticleinducedxrayemission
AT zigasmit physicoelementalanalysisofroastedorganiccoffeebeansfromethiopiacolombiahondurasandmexicousingxraymicrocomputedtomographyandexternalbeamparticleinducedxrayemission
AT royaminnisndimba physicoelementalanalysisofroastedorganiccoffeebeansfromethiopiacolombiahondurasandmexicousingxraymicrocomputedtomographyandexternalbeamparticleinducedxrayemission
AT primozvavpetic physicoelementalanalysisofroastedorganiccoffeebeansfromethiopiacolombiahondurasandmexicousingxraymicrocomputedtomographyandexternalbeamparticleinducedxrayemission
AT antonduplessis physicoelementalanalysisofroastedorganiccoffeebeansfromethiopiacolombiahondurasandmexicousingxraymicrocomputedtomographyandexternalbeamparticleinducedxrayemission
AT stephangleroux physicoelementalanalysisofroastedorganiccoffeebeansfromethiopiacolombiahondurasandmexicousingxraymicrocomputedtomographyandexternalbeamparticleinducedxrayemission
AT primozpelicon physicoelementalanalysisofroastedorganiccoffeebeansfromethiopiacolombiahondurasandmexicousingxraymicrocomputedtomographyandexternalbeamparticleinducedxrayemission