Loading…

Postmortem Metabolomics of Insulin Intoxications and the Potential Application to Find Hypoglycemia-Related Deaths

Postmortem metabolomics can assist death investigations by characterizing metabolic fingerprints differentiating causes of death. Hypoglycemia-related deaths, including insulin intoxications, are difficult to identify and, thus, presumably underdiagnosed. This investigation aims to differentiate ins...

Full description

Saved in:
Bibliographic Details
Published in:Metabolites 2023-01, Vol.13 (1), p.5
Main Authors: Ward, Liam J, Engvall, Gustav, Green, Henrik, Kugelberg, Fredrik C, Söderberg, Carl, Elmsjö, Albert
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c522t-a9d934666ff11ae84deb4b67f1aa5f6b6aa0083880d1d048cf0ce3e5871e678d3
cites cdi_FETCH-LOGICAL-c522t-a9d934666ff11ae84deb4b67f1aa5f6b6aa0083880d1d048cf0ce3e5871e678d3
container_end_page
container_issue 1
container_start_page 5
container_title Metabolites
container_volume 13
creator Ward, Liam J
Engvall, Gustav
Green, Henrik
Kugelberg, Fredrik C
Söderberg, Carl
Elmsjö, Albert
description Postmortem metabolomics can assist death investigations by characterizing metabolic fingerprints differentiating causes of death. Hypoglycemia-related deaths, including insulin intoxications, are difficult to identify and, thus, presumably underdiagnosed. This investigation aims to differentiate insulin intoxication deaths by metabolomics, and identify a metabolic fingerprint to screen for unknown hypoglycemia-related deaths. Ultra-high-performance liquid chromatography-quadrupole time-of-flight mass spectrometry data were obtained from 19 insulin intoxications (hypo), 19 diabetic comas (hyper), and 38 hangings (control). Screening for potentially unknown hypoglycemia-related deaths was performed using 776 random postmortem cases. Data were processed using XCMS and SIMCA. Multivariate modeling revealed group separations between hypo, hyper, and control groups. A metabolic fingerprint for the hypo group was identified, and analyses revealed significant decreases in 12 acylcarnitines, including nine hydroxylated-acylcarnitines. Screening of random postmortem cases identified 46 cases (5.9%) as potentially hypoglycemia-related, including six with unknown causes of death. Autopsy report review revealed plausible hypoglycemia-cause for five unknown cases. Additionally, two diabetic cases were found, with a metformin intoxication and a suspicious but unverified insulin intoxication, respectively. Further studies are required to expand on the potential of postmortem metabolomics as a tool in hypoglycemia-related death investigations, and the future application of screening for potential insulin intoxications.
doi_str_mv 10.3390/metabo13010005
format article
fullrecord <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_422d584ad58648fba83a69fdca563762</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_422d584ad58648fba83a69fdca563762</doaj_id><sourcerecordid>2767239541</sourcerecordid><originalsourceid>FETCH-LOGICAL-c522t-a9d934666ff11ae84deb4b67f1aa5f6b6aa0083880d1d048cf0ce3e5871e678d3</originalsourceid><addsrcrecordid>eNpVkktvEzEQgFcIRKvSK0e0Euctfux67QtS1AeNVESFgKs160fiyLsOthfIv8ckoWouHsvzzTfWaKrqLUZXlAr0YTQZhoApwgih7kV1TgjmDRZcvHx2P6suU9oUAjHU9Qi_rs4oYz0ThJ9X8TGkPIaYzVh_3ut8GJ1KdbD1ckqzd1OJOfxxCrILU6ph0nVem_oxZDNlB75ebLf-mK5zqO9cIe5327DyO2VGB81X4yEbXd8YyOv0pnplwSdzeYwX1fe722_X983Dl0_L68VDozpCcgNCC9oyxqzFGAxvtRnagfUWA3SWDQwAIU45Rxpr1HJlkTLUdLzHhvVc04tqefDqABu5jW6EuJMBnNw_hLiSELNT3siWEN3xFsrBWm4H4BSYsFpBx2jPSHE1B1f6bbbzcGK7cT8We5t3s8QCC8EL__HAF3g0WpVJRfAnZaeZya3lKvySQmBCWFcE74-CGH7OJmW5CXOcyrwk6VlPqOhaXKirA6ViSCka-9QBI_lvReTpipSCd8__9YT_Xwj6F-wpusU</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2767239541</pqid></control><display><type>article</type><title>Postmortem Metabolomics of Insulin Intoxications and the Potential Application to Find Hypoglycemia-Related Deaths</title><source>Publicly Available Content Database</source><source>PubMed Central</source><creator>Ward, Liam J ; Engvall, Gustav ; Green, Henrik ; Kugelberg, Fredrik C ; Söderberg, Carl ; Elmsjö, Albert</creator><creatorcontrib>Ward, Liam J ; Engvall, Gustav ; Green, Henrik ; Kugelberg, Fredrik C ; Söderberg, Carl ; Elmsjö, Albert</creatorcontrib><description>Postmortem metabolomics can assist death investigations by characterizing metabolic fingerprints differentiating causes of death. Hypoglycemia-related deaths, including insulin intoxications, are difficult to identify and, thus, presumably underdiagnosed. This investigation aims to differentiate insulin intoxication deaths by metabolomics, and identify a metabolic fingerprint to screen for unknown hypoglycemia-related deaths. Ultra-high-performance liquid chromatography-quadrupole time-of-flight mass spectrometry data were obtained from 19 insulin intoxications (hypo), 19 diabetic comas (hyper), and 38 hangings (control). Screening for potentially unknown hypoglycemia-related deaths was performed using 776 random postmortem cases. Data were processed using XCMS and SIMCA. Multivariate modeling revealed group separations between hypo, hyper, and control groups. A metabolic fingerprint for the hypo group was identified, and analyses revealed significant decreases in 12 acylcarnitines, including nine hydroxylated-acylcarnitines. Screening of random postmortem cases identified 46 cases (5.9%) as potentially hypoglycemia-related, including six with unknown causes of death. Autopsy report review revealed plausible hypoglycemia-cause for five unknown cases. Additionally, two diabetic cases were found, with a metformin intoxication and a suspicious but unverified insulin intoxication, respectively. Further studies are required to expand on the potential of postmortem metabolomics as a tool in hypoglycemia-related death investigations, and the future application of screening for potential insulin intoxications.</description><identifier>ISSN: 2218-1989</identifier><identifier>EISSN: 2218-1989</identifier><identifier>DOI: 10.3390/metabo13010005</identifier><identifier>PMID: 36676928</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>acylcarnitines ; Autopsies ; Autopsy ; biomarkers ; Coma ; Death ; death investigation ; Diabetes mellitus ; Drug use ; forensic science ; Glucose ; High-performance liquid chromatography ; hyperglycemia ; Hypoglycemia ; Insulin ; Insulin resistance ; Intoxication ; Investigations ; Males ; Mass spectrometry ; Mass spectroscopy ; Metabolism ; Metabolites ; Metabolomics ; Metformin ; Poisoning ; Scientific imaging</subject><ispartof>Metabolites, 2023-01, Vol.13 (1), p.5</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2022 by the authors. 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c522t-a9d934666ff11ae84deb4b67f1aa5f6b6aa0083880d1d048cf0ce3e5871e678d3</citedby><cites>FETCH-LOGICAL-c522t-a9d934666ff11ae84deb4b67f1aa5f6b6aa0083880d1d048cf0ce3e5871e678d3</cites><orcidid>0000-0002-3320-1461 ; 0000-0002-8053-3100 ; 0000-0002-8015-5728</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2767239541/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2767239541?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36676928$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-191998$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Ward, Liam J</creatorcontrib><creatorcontrib>Engvall, Gustav</creatorcontrib><creatorcontrib>Green, Henrik</creatorcontrib><creatorcontrib>Kugelberg, Fredrik C</creatorcontrib><creatorcontrib>Söderberg, Carl</creatorcontrib><creatorcontrib>Elmsjö, Albert</creatorcontrib><title>Postmortem Metabolomics of Insulin Intoxications and the Potential Application to Find Hypoglycemia-Related Deaths</title><title>Metabolites</title><addtitle>Metabolites</addtitle><description>Postmortem metabolomics can assist death investigations by characterizing metabolic fingerprints differentiating causes of death. Hypoglycemia-related deaths, including insulin intoxications, are difficult to identify and, thus, presumably underdiagnosed. This investigation aims to differentiate insulin intoxication deaths by metabolomics, and identify a metabolic fingerprint to screen for unknown hypoglycemia-related deaths. Ultra-high-performance liquid chromatography-quadrupole time-of-flight mass spectrometry data were obtained from 19 insulin intoxications (hypo), 19 diabetic comas (hyper), and 38 hangings (control). Screening for potentially unknown hypoglycemia-related deaths was performed using 776 random postmortem cases. Data were processed using XCMS and SIMCA. Multivariate modeling revealed group separations between hypo, hyper, and control groups. A metabolic fingerprint for the hypo group was identified, and analyses revealed significant decreases in 12 acylcarnitines, including nine hydroxylated-acylcarnitines. Screening of random postmortem cases identified 46 cases (5.9%) as potentially hypoglycemia-related, including six with unknown causes of death. Autopsy report review revealed plausible hypoglycemia-cause for five unknown cases. Additionally, two diabetic cases were found, with a metformin intoxication and a suspicious but unverified insulin intoxication, respectively. Further studies are required to expand on the potential of postmortem metabolomics as a tool in hypoglycemia-related death investigations, and the future application of screening for potential insulin intoxications.</description><subject>acylcarnitines</subject><subject>Autopsies</subject><subject>Autopsy</subject><subject>biomarkers</subject><subject>Coma</subject><subject>Death</subject><subject>death investigation</subject><subject>Diabetes mellitus</subject><subject>Drug use</subject><subject>forensic science</subject><subject>Glucose</subject><subject>High-performance liquid chromatography</subject><subject>hyperglycemia</subject><subject>Hypoglycemia</subject><subject>Insulin</subject><subject>Insulin resistance</subject><subject>Intoxication</subject><subject>Investigations</subject><subject>Males</subject><subject>Mass spectrometry</subject><subject>Mass spectroscopy</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Metabolomics</subject><subject>Metformin</subject><subject>Poisoning</subject><subject>Scientific imaging</subject><issn>2218-1989</issn><issn>2218-1989</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpVkktvEzEQgFcIRKvSK0e0Euctfux67QtS1AeNVESFgKs160fiyLsOthfIv8ckoWouHsvzzTfWaKrqLUZXlAr0YTQZhoApwgih7kV1TgjmDRZcvHx2P6suU9oUAjHU9Qi_rs4oYz0ThJ9X8TGkPIaYzVh_3ut8GJ1KdbD1ckqzd1OJOfxxCrILU6ph0nVem_oxZDNlB75ebLf-mK5zqO9cIe5327DyO2VGB81X4yEbXd8YyOv0pnplwSdzeYwX1fe722_X983Dl0_L68VDozpCcgNCC9oyxqzFGAxvtRnagfUWA3SWDQwAIU45Rxpr1HJlkTLUdLzHhvVc04tqefDqABu5jW6EuJMBnNw_hLiSELNT3siWEN3xFsrBWm4H4BSYsFpBx2jPSHE1B1f6bbbzcGK7cT8We5t3s8QCC8EL__HAF3g0WpVJRfAnZaeZya3lKvySQmBCWFcE74-CGH7OJmW5CXOcyrwk6VlPqOhaXKirA6ViSCka-9QBI_lvReTpipSCd8__9YT_Xwj6F-wpusU</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Ward, Liam J</creator><creator>Engvall, Gustav</creator><creator>Green, Henrik</creator><creator>Kugelberg, Fredrik C</creator><creator>Söderberg, Carl</creator><creator>Elmsjö, Albert</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QR</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>5PM</scope><scope>ABXSW</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8T</scope><scope>DG8</scope><scope>ZZAVC</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-3320-1461</orcidid><orcidid>https://orcid.org/0000-0002-8053-3100</orcidid><orcidid>https://orcid.org/0000-0002-8015-5728</orcidid></search><sort><creationdate>20230101</creationdate><title>Postmortem Metabolomics of Insulin Intoxications and the Potential Application to Find Hypoglycemia-Related Deaths</title><author>Ward, Liam J ; Engvall, Gustav ; Green, Henrik ; Kugelberg, Fredrik C ; Söderberg, Carl ; Elmsjö, Albert</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c522t-a9d934666ff11ae84deb4b67f1aa5f6b6aa0083880d1d048cf0ce3e5871e678d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>acylcarnitines</topic><topic>Autopsies</topic><topic>Autopsy</topic><topic>biomarkers</topic><topic>Coma</topic><topic>Death</topic><topic>death investigation</topic><topic>Diabetes mellitus</topic><topic>Drug use</topic><topic>forensic science</topic><topic>Glucose</topic><topic>High-performance liquid chromatography</topic><topic>hyperglycemia</topic><topic>Hypoglycemia</topic><topic>Insulin</topic><topic>Insulin resistance</topic><topic>Intoxication</topic><topic>Investigations</topic><topic>Males</topic><topic>Mass spectrometry</topic><topic>Mass spectroscopy</topic><topic>Metabolism</topic><topic>Metabolites</topic><topic>Metabolomics</topic><topic>Metformin</topic><topic>Poisoning</topic><topic>Scientific imaging</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ward, Liam J</creatorcontrib><creatorcontrib>Engvall, Gustav</creatorcontrib><creatorcontrib>Green, Henrik</creatorcontrib><creatorcontrib>Kugelberg, Fredrik C</creatorcontrib><creatorcontrib>Söderberg, Carl</creatorcontrib><creatorcontrib>Elmsjö, Albert</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Chemoreception Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SWEPUB Linköpings universitet full text</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Linköpings universitet</collection><collection>SwePub Articles full text</collection><collection>Directory of Open Access Journals</collection><jtitle>Metabolites</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ward, Liam J</au><au>Engvall, Gustav</au><au>Green, Henrik</au><au>Kugelberg, Fredrik C</au><au>Söderberg, Carl</au><au>Elmsjö, Albert</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Postmortem Metabolomics of Insulin Intoxications and the Potential Application to Find Hypoglycemia-Related Deaths</atitle><jtitle>Metabolites</jtitle><addtitle>Metabolites</addtitle><date>2023-01-01</date><risdate>2023</risdate><volume>13</volume><issue>1</issue><spage>5</spage><pages>5-</pages><issn>2218-1989</issn><eissn>2218-1989</eissn><abstract>Postmortem metabolomics can assist death investigations by characterizing metabolic fingerprints differentiating causes of death. Hypoglycemia-related deaths, including insulin intoxications, are difficult to identify and, thus, presumably underdiagnosed. This investigation aims to differentiate insulin intoxication deaths by metabolomics, and identify a metabolic fingerprint to screen for unknown hypoglycemia-related deaths. Ultra-high-performance liquid chromatography-quadrupole time-of-flight mass spectrometry data were obtained from 19 insulin intoxications (hypo), 19 diabetic comas (hyper), and 38 hangings (control). Screening for potentially unknown hypoglycemia-related deaths was performed using 776 random postmortem cases. Data were processed using XCMS and SIMCA. Multivariate modeling revealed group separations between hypo, hyper, and control groups. A metabolic fingerprint for the hypo group was identified, and analyses revealed significant decreases in 12 acylcarnitines, including nine hydroxylated-acylcarnitines. Screening of random postmortem cases identified 46 cases (5.9%) as potentially hypoglycemia-related, including six with unknown causes of death. Autopsy report review revealed plausible hypoglycemia-cause for five unknown cases. Additionally, two diabetic cases were found, with a metformin intoxication and a suspicious but unverified insulin intoxication, respectively. Further studies are required to expand on the potential of postmortem metabolomics as a tool in hypoglycemia-related death investigations, and the future application of screening for potential insulin intoxications.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>36676928</pmid><doi>10.3390/metabo13010005</doi><orcidid>https://orcid.org/0000-0002-3320-1461</orcidid><orcidid>https://orcid.org/0000-0002-8053-3100</orcidid><orcidid>https://orcid.org/0000-0002-8015-5728</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2218-1989
ispartof Metabolites, 2023-01, Vol.13 (1), p.5
issn 2218-1989
2218-1989
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_422d584ad58648fba83a69fdca563762
source Publicly Available Content Database; PubMed Central
subjects acylcarnitines
Autopsies
Autopsy
biomarkers
Coma
Death
death investigation
Diabetes mellitus
Drug use
forensic science
Glucose
High-performance liquid chromatography
hyperglycemia
Hypoglycemia
Insulin
Insulin resistance
Intoxication
Investigations
Males
Mass spectrometry
Mass spectroscopy
Metabolism
Metabolites
Metabolomics
Metformin
Poisoning
Scientific imaging
title Postmortem Metabolomics of Insulin Intoxications and the Potential Application to Find Hypoglycemia-Related Deaths
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-04T19%3A14%3A30IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Postmortem%20Metabolomics%20of%20Insulin%20Intoxications%20and%20the%20Potential%20Application%20to%20Find%20Hypoglycemia-Related%20Deaths&rft.jtitle=Metabolites&rft.au=Ward,%20Liam%20J&rft.date=2023-01-01&rft.volume=13&rft.issue=1&rft.spage=5&rft.pages=5-&rft.issn=2218-1989&rft.eissn=2218-1989&rft_id=info:doi/10.3390/metabo13010005&rft_dat=%3Cproquest_doaj_%3E2767239541%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c522t-a9d934666ff11ae84deb4b67f1aa5f6b6aa0083880d1d048cf0ce3e5871e678d3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2767239541&rft_id=info:pmid/36676928&rfr_iscdi=true