Topographical discrimination of Heterotrigona itama honey by their major-to-trace elements analysis using ICP-OES employed with chemometrics
Heterotrigona itama ( H. itama ) honey was collected from apiculturists in three different meliponiculture sites in Peninsular Malaysia and was subjected to major-to-trace elements analysis using inductively coupled plasma optical emission spectrometry (ICP-OES). Four major elements and eight trace...
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| creator | Manickavasagam, Ganapaty Saaid, Mardiana Lim, Vuanghao Tey, Zi Jian Osman, Rozita |
| description | Heterotrigona itama
(
H. itama
) honey was collected from apiculturists in three different meliponiculture sites in Peninsular Malaysia and was subjected to major-to-trace elements analysis using inductively coupled plasma optical emission spectrometry (ICP-OES). Four major elements and eight trace elements were analysed in all the samples and a chemometric approach was used for the topographical discrimination of these samples. The average concentration range of major elements was 385.19 ± 14.63 to 1197.58 ± 678.34 mg/kg for potassium, 41.05 ± 20.22 to 57.34 ± 19.98 mg/kg for sodium, 116.94 ± 16.58 to 144.40 ± 16.12 mg/kg for calcium, and 30.01 ± 3.19 to 182.92 ± 153.18 mg/kg for magnesium. Comparing the estimated daily intake of Malaysian adults per capita and the daily recommended intake by the Ministry of Health Malaysia, it can be deduced that
H. itama
honey is safe for human consumption. Nevertheless,
H. itama
honey from Pulau Pinang should be avoided as it contains toxic trace elements (Cd, Ni, and As), which can be accumulated in human bodies. Besides, principal component analysis (PCA) and partial least square-discriminant analysis (PLS-DA) showed a good discrimination pattern among the samples from different origins. The discrimination pattern was strongly associated with trace elements (Cu, Fe, and Mn) as the variable importance in projection (VIP) scores for these elements were > 1.0. The PLS-DA score plot was also justified with a permutation test and the result was valid (
p
iron > copper > sodium > calcium > nickel > arsenic > cadmium > zinc > aluminium > potassium > magnesium. |
| doi_str_mv | 10.1007/s11696-023-02905-1 |
| format | Article |
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(
H. itama
) honey was collected from apiculturists in three different meliponiculture sites in Peninsular Malaysia and was subjected to major-to-trace elements analysis using inductively coupled plasma optical emission spectrometry (ICP-OES). Four major elements and eight trace elements were analysed in all the samples and a chemometric approach was used for the topographical discrimination of these samples. The average concentration range of major elements was 385.19 ± 14.63 to 1197.58 ± 678.34 mg/kg for potassium, 41.05 ± 20.22 to 57.34 ± 19.98 mg/kg for sodium, 116.94 ± 16.58 to 144.40 ± 16.12 mg/kg for calcium, and 30.01 ± 3.19 to 182.92 ± 153.18 mg/kg for magnesium. Comparing the estimated daily intake of Malaysian adults per capita and the daily recommended intake by the Ministry of Health Malaysia, it can be deduced that
H. itama
honey is safe for human consumption. Nevertheless,
H. itama
honey from Pulau Pinang should be avoided as it contains toxic trace elements (Cd, Ni, and As), which can be accumulated in human bodies. Besides, principal component analysis (PCA) and partial least square-discriminant analysis (PLS-DA) showed a good discrimination pattern among the samples from different origins. The discrimination pattern was strongly associated with trace elements (Cu, Fe, and Mn) as the variable importance in projection (VIP) scores for these elements were > 1.0. The PLS-DA score plot was also justified with a permutation test and the result was valid (
p
< 0.001). Putative chemical markers of major-to-trace elements followed this order: manganese > iron > copper > sodium > calcium > nickel > arsenic > cadmium > zinc > aluminium > potassium > magnesium.</description><identifier>ISSN: 0366-6352</identifier><identifier>EISSN: 1336-9075</identifier><identifier>EISSN: 2585-7290</identifier><identifier>DOI: 10.1007/s11696-023-02905-1</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Arsenic ; Bioaccumulation ; Biochemistry ; Biotechnology ; Calcium ; Chemistry ; Chemistry and Materials Science ; Chemistry/Food Science ; Chemometrics ; Copper ; Discriminant analysis ; Emission analysis ; Inductively coupled plasma ; Industrial Chemistry/Chemical Engineering ; Iron ; Magnesium ; Manganese ; Materials Science ; Medicinal Chemistry ; Optical emission spectroscopy ; Original Paper ; Permutations ; Potassium ; Principal components analysis ; Sodium ; Trace elements</subject><ispartof>Chemical papers, 2023-10, Vol.77 (10), p.5859-5871</ispartof><rights>Institute of Chemistry, Slovak Academy of Sciences 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c319t-8826833af30468022c2cdca1ddb52e69d5b73ef1bd792cc331b62f6e5df1bfd73</citedby><cites>FETCH-LOGICAL-c319t-8826833af30468022c2cdca1ddb52e69d5b73ef1bd792cc331b62f6e5df1bfd73</cites><orcidid>0000-0001-8135-4836 ; 0000-0001-5081-0982 ; 0000-0001-6122-6554 ; 0000-0002-2187-7149</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11696-023-02905-1$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11696-023-02905-1$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids></links><search><creatorcontrib>Manickavasagam, Ganapaty</creatorcontrib><creatorcontrib>Saaid, Mardiana</creatorcontrib><creatorcontrib>Lim, Vuanghao</creatorcontrib><creatorcontrib>Tey, Zi Jian</creatorcontrib><creatorcontrib>Osman, Rozita</creatorcontrib><title>Topographical discrimination of Heterotrigona itama honey by their major-to-trace elements analysis using ICP-OES employed with chemometrics</title><title>Chemical papers</title><addtitle>Chem. Pap</addtitle><description>Heterotrigona itama
(
H. itama
) honey was collected from apiculturists in three different meliponiculture sites in Peninsular Malaysia and was subjected to major-to-trace elements analysis using inductively coupled plasma optical emission spectrometry (ICP-OES). Four major elements and eight trace elements were analysed in all the samples and a chemometric approach was used for the topographical discrimination of these samples. The average concentration range of major elements was 385.19 ± 14.63 to 1197.58 ± 678.34 mg/kg for potassium, 41.05 ± 20.22 to 57.34 ± 19.98 mg/kg for sodium, 116.94 ± 16.58 to 144.40 ± 16.12 mg/kg for calcium, and 30.01 ± 3.19 to 182.92 ± 153.18 mg/kg for magnesium. Comparing the estimated daily intake of Malaysian adults per capita and the daily recommended intake by the Ministry of Health Malaysia, it can be deduced that
H. itama
honey is safe for human consumption. Nevertheless,
H. itama
honey from Pulau Pinang should be avoided as it contains toxic trace elements (Cd, Ni, and As), which can be accumulated in human bodies. Besides, principal component analysis (PCA) and partial least square-discriminant analysis (PLS-DA) showed a good discrimination pattern among the samples from different origins. The discrimination pattern was strongly associated with trace elements (Cu, Fe, and Mn) as the variable importance in projection (VIP) scores for these elements were > 1.0. The PLS-DA score plot was also justified with a permutation test and the result was valid (
p
< 0.001). Putative chemical markers of major-to-trace elements followed this order: manganese > iron > copper > sodium > calcium > nickel > arsenic > cadmium > zinc > aluminium > potassium > magnesium.</description><subject>Arsenic</subject><subject>Bioaccumulation</subject><subject>Biochemistry</subject><subject>Biotechnology</subject><subject>Calcium</subject><subject>Chemistry</subject><subject>Chemistry and Materials Science</subject><subject>Chemistry/Food Science</subject><subject>Chemometrics</subject><subject>Copper</subject><subject>Discriminant analysis</subject><subject>Emission analysis</subject><subject>Inductively coupled plasma</subject><subject>Industrial Chemistry/Chemical Engineering</subject><subject>Iron</subject><subject>Magnesium</subject><subject>Manganese</subject><subject>Materials Science</subject><subject>Medicinal Chemistry</subject><subject>Optical emission spectroscopy</subject><subject>Original Paper</subject><subject>Permutations</subject><subject>Potassium</subject><subject>Principal components analysis</subject><subject>Sodium</subject><subject>Trace elements</subject><issn>0366-6352</issn><issn>1336-9075</issn><issn>2585-7290</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kE1L9DAUhYMoOH78AVcB19F8tGm7lMFXBUFBXYc0uZ1maJuaZJD-h_dHGx3BnYvLhcs55x4ehC4YvWKUVteRMdlIQrnI09CSsAO0YkJI0tCqPEQrKqQkUpT8GJ3EuKW0KGhJV-j_q5_9Jui5d0YP2LpoghvdpJPzE_YdvocEwafgNn7S2CU9atz7CRbcLjj14AIe9dYHkjxJQRvAMMAIU4pYT3pYoot4F920wQ_rZ_J0-4JhnAe_gMUfLvXY9DD6EfIDE8_QUaeHCOc_-xS9_bt9Xd-Tx6e7h_XNIzGCNYnUNZe1ELoTtJA15dxwY41m1rYlB9nYsq0EdKy1VcONEYK1kncSSptvna3EKbrc587Bv-8gJrX1u5DbRsVrycu6KJomq_heZYKPMUCn5oxGh0Uxqr6oqz11lamrb-qKZZPYm2IWTxsIv9F_uD4Bm46Iew</recordid><startdate>20231001</startdate><enddate>20231001</enddate><creator>Manickavasagam, Ganapaty</creator><creator>Saaid, Mardiana</creator><creator>Lim, Vuanghao</creator><creator>Tey, Zi Jian</creator><creator>Osman, Rozita</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-8135-4836</orcidid><orcidid>https://orcid.org/0000-0001-5081-0982</orcidid><orcidid>https://orcid.org/0000-0001-6122-6554</orcidid><orcidid>https://orcid.org/0000-0002-2187-7149</orcidid></search><sort><creationdate>20231001</creationdate><title>Topographical discrimination of Heterotrigona itama honey by their major-to-trace elements analysis using ICP-OES employed with chemometrics</title><author>Manickavasagam, Ganapaty ; Saaid, Mardiana ; Lim, Vuanghao ; Tey, Zi Jian ; Osman, Rozita</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-8826833af30468022c2cdca1ddb52e69d5b73ef1bd792cc331b62f6e5df1bfd73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Arsenic</topic><topic>Bioaccumulation</topic><topic>Biochemistry</topic><topic>Biotechnology</topic><topic>Calcium</topic><topic>Chemistry</topic><topic>Chemistry and Materials Science</topic><topic>Chemistry/Food Science</topic><topic>Chemometrics</topic><topic>Copper</topic><topic>Discriminant analysis</topic><topic>Emission analysis</topic><topic>Inductively coupled plasma</topic><topic>Industrial Chemistry/Chemical Engineering</topic><topic>Iron</topic><topic>Magnesium</topic><topic>Manganese</topic><topic>Materials Science</topic><topic>Medicinal Chemistry</topic><topic>Optical emission spectroscopy</topic><topic>Original Paper</topic><topic>Permutations</topic><topic>Potassium</topic><topic>Principal components analysis</topic><topic>Sodium</topic><topic>Trace elements</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Manickavasagam, Ganapaty</creatorcontrib><creatorcontrib>Saaid, Mardiana</creatorcontrib><creatorcontrib>Lim, Vuanghao</creatorcontrib><creatorcontrib>Tey, Zi Jian</creatorcontrib><creatorcontrib>Osman, Rozita</creatorcontrib><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Chemical papers</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Manickavasagam, Ganapaty</au><au>Saaid, Mardiana</au><au>Lim, Vuanghao</au><au>Tey, Zi Jian</au><au>Osman, Rozita</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Topographical discrimination of Heterotrigona itama honey by their major-to-trace elements analysis using ICP-OES employed with chemometrics</atitle><jtitle>Chemical papers</jtitle><stitle>Chem. Pap</stitle><date>2023-10-01</date><risdate>2023</risdate><volume>77</volume><issue>10</issue><spage>5859</spage><epage>5871</epage><pages>5859-5871</pages><issn>0366-6352</issn><eissn>1336-9075</eissn><eissn>2585-7290</eissn><abstract>Heterotrigona itama
(
H. itama
) honey was collected from apiculturists in three different meliponiculture sites in Peninsular Malaysia and was subjected to major-to-trace elements analysis using inductively coupled plasma optical emission spectrometry (ICP-OES). Four major elements and eight trace elements were analysed in all the samples and a chemometric approach was used for the topographical discrimination of these samples. The average concentration range of major elements was 385.19 ± 14.63 to 1197.58 ± 678.34 mg/kg for potassium, 41.05 ± 20.22 to 57.34 ± 19.98 mg/kg for sodium, 116.94 ± 16.58 to 144.40 ± 16.12 mg/kg for calcium, and 30.01 ± 3.19 to 182.92 ± 153.18 mg/kg for magnesium. Comparing the estimated daily intake of Malaysian adults per capita and the daily recommended intake by the Ministry of Health Malaysia, it can be deduced that
H. itama
honey is safe for human consumption. Nevertheless,
H. itama
honey from Pulau Pinang should be avoided as it contains toxic trace elements (Cd, Ni, and As), which can be accumulated in human bodies. Besides, principal component analysis (PCA) and partial least square-discriminant analysis (PLS-DA) showed a good discrimination pattern among the samples from different origins. The discrimination pattern was strongly associated with trace elements (Cu, Fe, and Mn) as the variable importance in projection (VIP) scores for these elements were > 1.0. The PLS-DA score plot was also justified with a permutation test and the result was valid (
p
< 0.001). Putative chemical markers of major-to-trace elements followed this order: manganese > iron > copper > sodium > calcium > nickel > arsenic > cadmium > zinc > aluminium > potassium > magnesium.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s11696-023-02905-1</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-8135-4836</orcidid><orcidid>https://orcid.org/0000-0001-5081-0982</orcidid><orcidid>https://orcid.org/0000-0001-6122-6554</orcidid><orcidid>https://orcid.org/0000-0002-2187-7149</orcidid></addata></record> |
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| subjects | Arsenic Bioaccumulation Biochemistry Biotechnology Calcium Chemistry Chemistry and Materials Science Chemistry/Food Science Chemometrics Copper Discriminant analysis Emission analysis Inductively coupled plasma Industrial Chemistry/Chemical Engineering Iron Magnesium Manganese Materials Science Medicinal Chemistry Optical emission spectroscopy Original Paper Permutations Potassium Principal components analysis Sodium Trace elements |
| title | Topographical discrimination of Heterotrigona itama honey by their major-to-trace elements analysis using ICP-OES employed with chemometrics |
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