Use of SSR markers and FTIR chemometrics to assess the nobility of kava cultivars from the Pacific

According to the FAO/WHO Codex Alimentarius regional standards for kava (Piper methysticum Forst. f.), only Noble cultivars shall be used as raw material. Other P. methysticum cultivars and wild forms (P. m. var. wichmannii C.DC.) are excluded from trade. There is a need for accurate identification tools as morpho-agronomic descriptors are influenced by growing conditions and once kava roots have been harvested, it is visually impossible to differentiate Noble cultivars from others. In the present study, 163 leaf samples originating from Papua New Guinea, the Solomon Islands, Vanuatu, Fiji, Tahiti, Hawaii and Pohnpei were analyzed using 13 microsatellite (Single Sequence Repeat, SSR) markers. Hierarchical Clustering Analysis (HCA) and Multiple Correspondence Analysis (MCA) clearly differentiated five groups: Nobles from Polynesia, Nobles from Vanuatu, Two-day cultivars from Vanuatu, var. wichmannii from Vanuatu and P. methysticum cultivars for Papua New Guinea. Fourier Transform InfraRed (FTIR) was used to assess its potential as a high throughput analytical tool to detect nobility. FTIR spectra (1800-800 cm−1) from 138 root powder samples were analyzed using Principal Component Analysis (PCA). Nobles from Vanuatu and from Polynesia were not differentiated from each other but were differentiated from poor quality P. methysticum cultivars and from var. wichmannii. Linear Discriminant Analysis (LDA) improved the differentiation of Nobles from others. Samples were then classified in two groups: Nobles (Vanuatu + Polynesia) and non-Nobles. A learning and a test sets were composed at random. PLS-DA (Partial Least Square Discriminant Analysis) allowed the differentiation of Nobles with a prediction accuracy over 96.9%. FTIR has potential for kava quality control. The method described here is simple, fast, eco-friendly, and requires less than 0.5 g of root powder. Its routine application could greatly contribute to guarantee kava quality and protect the international markets.

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Main Authors: Lebot, Vincent, Labouisse, Jean-Pierre, Rivallan, Ronan, Kaoh, Juliane, Davrieux, Fabrice
Format: article biblioteca
Language:eng
Subjects:Piper methysticum, variété, marqueur génétique, spectroscopie infrarouge, variation génétique, germoplasme, génotype, http://aims.fao.org/aos/agrovoc/c_5918, http://aims.fao.org/aos/agrovoc/c_8157, http://aims.fao.org/aos/agrovoc/c_24030, http://aims.fao.org/aos/agrovoc/c_28568, http://aims.fao.org/aos/agrovoc/c_15975, http://aims.fao.org/aos/agrovoc/c_3249, http://aims.fao.org/aos/agrovoc/c_3225, http://aims.fao.org/aos/agrovoc/c_5555, http://aims.fao.org/aos/agrovoc/c_5159, http://aims.fao.org/aos/agrovoc/c_3081, http://aims.fao.org/aos/agrovoc/c_3506, http://aims.fao.org/aos/agrovoc/c_2895, http://aims.fao.org/aos/agrovoc/c_3094, http://aims.fao.org/aos/agrovoc/c_3423,
Online Access:http://agritrop.cirad.fr/609678/
http://agritrop.cirad.fr/609678/1/Use%20of%20SSR%20markers%20and%20FTIR%20chemometrics%20to%20assess%20the%20nobility%20of%20kava_Food%20Control_2024.pdf
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spelling dig-cirad-fr-6096782024-06-19T07:30:03Z http://agritrop.cirad.fr/609678/ http://agritrop.cirad.fr/609678/ Use of SSR markers and FTIR chemometrics to assess the nobility of kava cultivars from the Pacific. Lebot Vincent, Labouisse Jean-Pierre, Rivallan Ronan, Kaoh Juliane, Davrieux Fabrice. 2024. Food Control, 164:110598, 11 p.https://doi.org/10.1016/j.foodcont.2024.110598 <https://doi.org/10.1016/j.foodcont.2024.110598> Use of SSR markers and FTIR chemometrics to assess the nobility of kava cultivars from the Pacific Lebot, Vincent Labouisse, Jean-Pierre Rivallan, Ronan Kaoh, Juliane Davrieux, Fabrice eng 2024 Food Control Piper methysticum variété marqueur génétique spectroscopie infrarouge variation génétique germoplasme génotype http://aims.fao.org/aos/agrovoc/c_5918 http://aims.fao.org/aos/agrovoc/c_8157 http://aims.fao.org/aos/agrovoc/c_24030 http://aims.fao.org/aos/agrovoc/c_28568 http://aims.fao.org/aos/agrovoc/c_15975 http://aims.fao.org/aos/agrovoc/c_3249 http://aims.fao.org/aos/agrovoc/c_3225 Papouasie-Nouvelle-Guinée Vanuatu France Hawaï Fidji Polynésie française Guinée http://aims.fao.org/aos/agrovoc/c_5555 http://aims.fao.org/aos/agrovoc/c_5159 http://aims.fao.org/aos/agrovoc/c_3081 http://aims.fao.org/aos/agrovoc/c_3506 http://aims.fao.org/aos/agrovoc/c_2895 http://aims.fao.org/aos/agrovoc/c_3094 http://aims.fao.org/aos/agrovoc/c_3423 According to the FAO/WHO Codex Alimentarius regional standards for kava (Piper methysticum Forst. f.), only Noble cultivars shall be used as raw material. Other P. methysticum cultivars and wild forms (P. m. var. wichmannii C.DC.) are excluded from trade. There is a need for accurate identification tools as morpho-agronomic descriptors are influenced by growing conditions and once kava roots have been harvested, it is visually impossible to differentiate Noble cultivars from others. In the present study, 163 leaf samples originating from Papua New Guinea, the Solomon Islands, Vanuatu, Fiji, Tahiti, Hawaii and Pohnpei were analyzed using 13 microsatellite (Single Sequence Repeat, SSR) markers. Hierarchical Clustering Analysis (HCA) and Multiple Correspondence Analysis (MCA) clearly differentiated five groups: Nobles from Polynesia, Nobles from Vanuatu, Two-day cultivars from Vanuatu, var. wichmannii from Vanuatu and P. methysticum cultivars for Papua New Guinea. Fourier Transform InfraRed (FTIR) was used to assess its potential as a high throughput analytical tool to detect nobility. FTIR spectra (1800-800 cm−1) from 138 root powder samples were analyzed using Principal Component Analysis (PCA). Nobles from Vanuatu and from Polynesia were not differentiated from each other but were differentiated from poor quality P. methysticum cultivars and from var. wichmannii. Linear Discriminant Analysis (LDA) improved the differentiation of Nobles from others. Samples were then classified in two groups: Nobles (Vanuatu + Polynesia) and non-Nobles. A learning and a test sets were composed at random. PLS-DA (Partial Least Square Discriminant Analysis) allowed the differentiation of Nobles with a prediction accuracy over 96.9%. FTIR has potential for kava quality control. The method described here is simple, fast, eco-friendly, and requires less than 0.5 g of root powder. Its routine application could greatly contribute to guarantee kava quality and protect the international markets. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/609678/1/Use%20of%20SSR%20markers%20and%20FTIR%20chemometrics%20to%20assess%20the%20nobility%20of%20kava_Food%20Control_2024.pdf text Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1016/j.foodcont.2024.110598 10.1016/j.foodcont.2024.110598 info:eu-repo/semantics/altIdentifier/doi/10.1016/j.foodcont.2024.110598 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1016/j.foodcont.2024.110598
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic Piper methysticum
variété
marqueur génétique
spectroscopie infrarouge
variation génétique
germoplasme
génotype
http://aims.fao.org/aos/agrovoc/c_5918
http://aims.fao.org/aos/agrovoc/c_8157
http://aims.fao.org/aos/agrovoc/c_24030
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_15975
http://aims.fao.org/aos/agrovoc/c_3249
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_5555
http://aims.fao.org/aos/agrovoc/c_5159
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3506
http://aims.fao.org/aos/agrovoc/c_2895
http://aims.fao.org/aos/agrovoc/c_3094
http://aims.fao.org/aos/agrovoc/c_3423
Piper methysticum
variété
marqueur génétique
spectroscopie infrarouge
variation génétique
germoplasme
génotype
http://aims.fao.org/aos/agrovoc/c_5918
http://aims.fao.org/aos/agrovoc/c_8157
http://aims.fao.org/aos/agrovoc/c_24030
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_15975
http://aims.fao.org/aos/agrovoc/c_3249
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_5555
http://aims.fao.org/aos/agrovoc/c_5159
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3506
http://aims.fao.org/aos/agrovoc/c_2895
http://aims.fao.org/aos/agrovoc/c_3094
http://aims.fao.org/aos/agrovoc/c_3423
spellingShingle Piper methysticum
variété
marqueur génétique
spectroscopie infrarouge
variation génétique
germoplasme
génotype
http://aims.fao.org/aos/agrovoc/c_5918
http://aims.fao.org/aos/agrovoc/c_8157
http://aims.fao.org/aos/agrovoc/c_24030
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_15975
http://aims.fao.org/aos/agrovoc/c_3249
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_5555
http://aims.fao.org/aos/agrovoc/c_5159
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3506
http://aims.fao.org/aos/agrovoc/c_2895
http://aims.fao.org/aos/agrovoc/c_3094
http://aims.fao.org/aos/agrovoc/c_3423
Piper methysticum
variété
marqueur génétique
spectroscopie infrarouge
variation génétique
germoplasme
génotype
http://aims.fao.org/aos/agrovoc/c_5918
http://aims.fao.org/aos/agrovoc/c_8157
http://aims.fao.org/aos/agrovoc/c_24030
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_15975
http://aims.fao.org/aos/agrovoc/c_3249
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_5555
http://aims.fao.org/aos/agrovoc/c_5159
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3506
http://aims.fao.org/aos/agrovoc/c_2895
http://aims.fao.org/aos/agrovoc/c_3094
http://aims.fao.org/aos/agrovoc/c_3423
Lebot, Vincent
Labouisse, Jean-Pierre
Rivallan, Ronan
Kaoh, Juliane
Davrieux, Fabrice
Use of SSR markers and FTIR chemometrics to assess the nobility of kava cultivars from the Pacific
description According to the FAO/WHO Codex Alimentarius regional standards for kava (Piper methysticum Forst. f.), only Noble cultivars shall be used as raw material. Other P. methysticum cultivars and wild forms (P. m. var. wichmannii C.DC.) are excluded from trade. There is a need for accurate identification tools as morpho-agronomic descriptors are influenced by growing conditions and once kava roots have been harvested, it is visually impossible to differentiate Noble cultivars from others. In the present study, 163 leaf samples originating from Papua New Guinea, the Solomon Islands, Vanuatu, Fiji, Tahiti, Hawaii and Pohnpei were analyzed using 13 microsatellite (Single Sequence Repeat, SSR) markers. Hierarchical Clustering Analysis (HCA) and Multiple Correspondence Analysis (MCA) clearly differentiated five groups: Nobles from Polynesia, Nobles from Vanuatu, Two-day cultivars from Vanuatu, var. wichmannii from Vanuatu and P. methysticum cultivars for Papua New Guinea. Fourier Transform InfraRed (FTIR) was used to assess its potential as a high throughput analytical tool to detect nobility. FTIR spectra (1800-800 cm−1) from 138 root powder samples were analyzed using Principal Component Analysis (PCA). Nobles from Vanuatu and from Polynesia were not differentiated from each other but were differentiated from poor quality P. methysticum cultivars and from var. wichmannii. Linear Discriminant Analysis (LDA) improved the differentiation of Nobles from others. Samples were then classified in two groups: Nobles (Vanuatu + Polynesia) and non-Nobles. A learning and a test sets were composed at random. PLS-DA (Partial Least Square Discriminant Analysis) allowed the differentiation of Nobles with a prediction accuracy over 96.9%. FTIR has potential for kava quality control. The method described here is simple, fast, eco-friendly, and requires less than 0.5 g of root powder. Its routine application could greatly contribute to guarantee kava quality and protect the international markets.
format article
topic_facet Piper methysticum
variété
marqueur génétique
spectroscopie infrarouge
variation génétique
germoplasme
génotype
http://aims.fao.org/aos/agrovoc/c_5918
http://aims.fao.org/aos/agrovoc/c_8157
http://aims.fao.org/aos/agrovoc/c_24030
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_15975
http://aims.fao.org/aos/agrovoc/c_3249
http://aims.fao.org/aos/agrovoc/c_3225
http://aims.fao.org/aos/agrovoc/c_5555
http://aims.fao.org/aos/agrovoc/c_5159
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3506
http://aims.fao.org/aos/agrovoc/c_2895
http://aims.fao.org/aos/agrovoc/c_3094
http://aims.fao.org/aos/agrovoc/c_3423
author Lebot, Vincent
Labouisse, Jean-Pierre
Rivallan, Ronan
Kaoh, Juliane
Davrieux, Fabrice
author_facet Lebot, Vincent
Labouisse, Jean-Pierre
Rivallan, Ronan
Kaoh, Juliane
Davrieux, Fabrice
author_sort Lebot, Vincent
title Use of SSR markers and FTIR chemometrics to assess the nobility of kava cultivars from the Pacific
title_short Use of SSR markers and FTIR chemometrics to assess the nobility of kava cultivars from the Pacific
title_full Use of SSR markers and FTIR chemometrics to assess the nobility of kava cultivars from the Pacific
title_fullStr Use of SSR markers and FTIR chemometrics to assess the nobility of kava cultivars from the Pacific
title_full_unstemmed Use of SSR markers and FTIR chemometrics to assess the nobility of kava cultivars from the Pacific
title_sort use of ssr markers and ftir chemometrics to assess the nobility of kava cultivars from the pacific
url http://agritrop.cirad.fr/609678/
http://agritrop.cirad.fr/609678/1/Use%20of%20SSR%20markers%20and%20FTIR%20chemometrics%20to%20assess%20the%20nobility%20of%20kava_Food%20Control_2024.pdf
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