Loading…

Isolation and characterization of pathogenic Klebsiella pneumoniae strains from lettuce: a potential source of antibiotic resistance and development of a mathematical model for ANOVA results

This study aimed to evaluate the prevalence of contamination in raw lettuce from Risalpur, Pakistan, and to analyze the antibiotic susceptibility profiles of the isolated strains. The presence of foodborne pathogens such as poses significant public health risks, particularly in regions with suboptim...

Full description

Saved in:
Bibliographic Details
Published in:Frontiers in microbiology 2024-09, Vol.15, p.1473055
Main Authors: Khan, Ruby, Wali, Saima, Khan, Sumbal, Munir, Shaista, Pari, Bakht, Yousuf, Amjad M, Almutawif, Yahya A
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites cdi_FETCH-LOGICAL-c350t-2f8d0126975a44d0afd4330561f0292da276930d384c407f1c99564f77b4e273
container_end_page
container_issue
container_start_page 1473055
container_title Frontiers in microbiology
container_volume 15
creator Khan, Ruby
Wali, Saima
Khan, Sumbal
Munir, Shaista
Pari, Bakht
Yousuf, Amjad M
Almutawif, Yahya A
description This study aimed to evaluate the prevalence of contamination in raw lettuce from Risalpur, Pakistan, and to analyze the antibiotic susceptibility profiles of the isolated strains. The presence of foodborne pathogens such as poses significant public health risks, particularly in regions with suboptimal hygiene practices and improper food handling. Lettuce samples were collected from various sources in Risalpur and screened for . Antimicrobial susceptibility testing was performed to evaluate the effectiveness of various antibiotics against the isolated strains. Statistical analyses, including ANOVA and linear regression, were conducted to assess differences in inhibition zones and to predict antibiotic effectiveness based on concentration. The results revealed a significant prevalence of in the lettuce samples, highlighting the risks associated with poor hygiene, transportation, storage, and contaminated irrigation water. The isolated strains exhibited high susceptibility to gentamicin but demonstrated notable resistance to doxycycline, vancomycin, and ticarcillin. Multidrug-resistant (MDR) strains were identified. ANOVA showed significant differences in inhibition zones, and the linear regression model predicted a Zone of Inhibition based on antibiotic concentration (β = 10.6667, β = 0.4556). The identification of MDR strains of underscores the urgent need for enhanced antibiotic stewardship and food safety protocols to manage foodborne pathogens. Improved hygiene practices throughout the food production and supply chain are critical to mitigate health risks and address the challenge of growing antibiotic resistance.
doi_str_mv 10.3389/fmicb.2024.1473055
format article
fullrecord <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_be8acf8690a7499a8b932128238c7be4</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_be8acf8690a7499a8b932128238c7be4</doaj_id><sourcerecordid>3114501098</sourcerecordid><originalsourceid>FETCH-LOGICAL-c350t-2f8d0126975a44d0afd4330561f0292da276930d384c407f1c99564f77b4e273</originalsourceid><addsrcrecordid>eNpVkk1vEzEQhlcIRKvSP8AB-cglwV_ZXXNBUVUgoqKXCnGzZr3jxJV3HWxvJfhx_Da8SahaH8bW-J1n_PFW1VtGl0K06oMdnOmWnHK5ZLIRdLV6UZ2zupYLQfnPl0_WZ9VlSve0DEl5ia-rM6FES-uWnVd_Nyl4yC6MBMaemB1EMBmj-3NMBkv2kHdhi6Mz5JvHLjn0Hsh-xGkIowMkKUdwYyI2hoF4zHky-JEUScg4ZgeepDBFgzMMSqJzIRdYxORShrFszK17fEAf9kMpOQjJUPpiCc4UwhB69MSGSNbfb3-s5-LJ5_SmemXBJ7w8zRfV3efru6uvi5vbL5ur9c3CiBXNC27bnjJeq2YFUvYUbC9FebOaWcoV74E3tRK0F600kjaWGaVWtbRN00nkjbioNkdsH-Be76MbIP7WAZw-JELcaojloB51hy0Y29aKQiOVgrZTgjPectGapkNZWJ-OrP3UDdibct8I_hn0-c7odnobHjRjcqVq2hbC-xMhhl8TpqwHl8z8KyOGKWkxKymjapbyo9TEkFJE-9iHUT37SB98pGcf6ZOPStG7pyd8LPnvGvEP2IzJQA</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3114501098</pqid></control><display><type>article</type><title>Isolation and characterization of pathogenic Klebsiella pneumoniae strains from lettuce: a potential source of antibiotic resistance and development of a mathematical model for ANOVA results</title><source>PubMed Central</source><creator>Khan, Ruby ; Wali, Saima ; Khan, Sumbal ; Munir, Shaista ; Pari, Bakht ; Yousuf, Amjad M ; Almutawif, Yahya A</creator><creatorcontrib>Khan, Ruby ; Wali, Saima ; Khan, Sumbal ; Munir, Shaista ; Pari, Bakht ; Yousuf, Amjad M ; Almutawif, Yahya A</creatorcontrib><description>This study aimed to evaluate the prevalence of contamination in raw lettuce from Risalpur, Pakistan, and to analyze the antibiotic susceptibility profiles of the isolated strains. The presence of foodborne pathogens such as poses significant public health risks, particularly in regions with suboptimal hygiene practices and improper food handling. Lettuce samples were collected from various sources in Risalpur and screened for . Antimicrobial susceptibility testing was performed to evaluate the effectiveness of various antibiotics against the isolated strains. Statistical analyses, including ANOVA and linear regression, were conducted to assess differences in inhibition zones and to predict antibiotic effectiveness based on concentration. The results revealed a significant prevalence of in the lettuce samples, highlighting the risks associated with poor hygiene, transportation, storage, and contaminated irrigation water. The isolated strains exhibited high susceptibility to gentamicin but demonstrated notable resistance to doxycycline, vancomycin, and ticarcillin. Multidrug-resistant (MDR) strains were identified. ANOVA showed significant differences in inhibition zones, and the linear regression model predicted a Zone of Inhibition based on antibiotic concentration (β = 10.6667, β = 0.4556). The identification of MDR strains of underscores the urgent need for enhanced antibiotic stewardship and food safety protocols to manage foodborne pathogens. Improved hygiene practices throughout the food production and supply chain are critical to mitigate health risks and address the challenge of growing antibiotic resistance.</description><identifier>ISSN: 1664-302X</identifier><identifier>EISSN: 1664-302X</identifier><identifier>DOI: 10.3389/fmicb.2024.1473055</identifier><identifier>PMID: 39380681</identifier><language>eng</language><publisher>Switzerland: Frontiers Media S.A</publisher><subject>antibiotic resistance ; contamination ; food safety ; Klebsiella pneumoniae ; lettuce ; Microbiology</subject><ispartof>Frontiers in microbiology, 2024-09, Vol.15, p.1473055</ispartof><rights>Copyright © 2024 Khan, Wali, Khan, Munir, Pari, Yousuf and Almutawif.</rights><rights>Copyright © 2024 Khan, Wali, Khan, Munir, Pari, Yousuf and Almutawif. 2024 Khan, Wali, Khan, Munir, Pari, Yousuf and Almutawif</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c350t-2f8d0126975a44d0afd4330561f0292da276930d384c407f1c99564f77b4e273</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11459608/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11459608/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39380681$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Khan, Ruby</creatorcontrib><creatorcontrib>Wali, Saima</creatorcontrib><creatorcontrib>Khan, Sumbal</creatorcontrib><creatorcontrib>Munir, Shaista</creatorcontrib><creatorcontrib>Pari, Bakht</creatorcontrib><creatorcontrib>Yousuf, Amjad M</creatorcontrib><creatorcontrib>Almutawif, Yahya A</creatorcontrib><title>Isolation and characterization of pathogenic Klebsiella pneumoniae strains from lettuce: a potential source of antibiotic resistance and development of a mathematical model for ANOVA results</title><title>Frontiers in microbiology</title><addtitle>Front Microbiol</addtitle><description>This study aimed to evaluate the prevalence of contamination in raw lettuce from Risalpur, Pakistan, and to analyze the antibiotic susceptibility profiles of the isolated strains. The presence of foodborne pathogens such as poses significant public health risks, particularly in regions with suboptimal hygiene practices and improper food handling. Lettuce samples were collected from various sources in Risalpur and screened for . Antimicrobial susceptibility testing was performed to evaluate the effectiveness of various antibiotics against the isolated strains. Statistical analyses, including ANOVA and linear regression, were conducted to assess differences in inhibition zones and to predict antibiotic effectiveness based on concentration. The results revealed a significant prevalence of in the lettuce samples, highlighting the risks associated with poor hygiene, transportation, storage, and contaminated irrigation water. The isolated strains exhibited high susceptibility to gentamicin but demonstrated notable resistance to doxycycline, vancomycin, and ticarcillin. Multidrug-resistant (MDR) strains were identified. ANOVA showed significant differences in inhibition zones, and the linear regression model predicted a Zone of Inhibition based on antibiotic concentration (β = 10.6667, β = 0.4556). The identification of MDR strains of underscores the urgent need for enhanced antibiotic stewardship and food safety protocols to manage foodborne pathogens. Improved hygiene practices throughout the food production and supply chain are critical to mitigate health risks and address the challenge of growing antibiotic resistance.</description><subject>antibiotic resistance</subject><subject>contamination</subject><subject>food safety</subject><subject>Klebsiella pneumoniae</subject><subject>lettuce</subject><subject>Microbiology</subject><issn>1664-302X</issn><issn>1664-302X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkk1vEzEQhlcIRKvSP8AB-cglwV_ZXXNBUVUgoqKXCnGzZr3jxJV3HWxvJfhx_Da8SahaH8bW-J1n_PFW1VtGl0K06oMdnOmWnHK5ZLIRdLV6UZ2zupYLQfnPl0_WZ9VlSve0DEl5ia-rM6FES-uWnVd_Nyl4yC6MBMaemB1EMBmj-3NMBkv2kHdhi6Mz5JvHLjn0Hsh-xGkIowMkKUdwYyI2hoF4zHky-JEUScg4ZgeepDBFgzMMSqJzIRdYxORShrFszK17fEAf9kMpOQjJUPpiCc4UwhB69MSGSNbfb3-s5-LJ5_SmemXBJ7w8zRfV3efru6uvi5vbL5ur9c3CiBXNC27bnjJeq2YFUvYUbC9FebOaWcoV74E3tRK0F600kjaWGaVWtbRN00nkjbioNkdsH-Be76MbIP7WAZw-JELcaojloB51hy0Y29aKQiOVgrZTgjPectGapkNZWJ-OrP3UDdibct8I_hn0-c7odnobHjRjcqVq2hbC-xMhhl8TpqwHl8z8KyOGKWkxKymjapbyo9TEkFJE-9iHUT37SB98pGcf6ZOPStG7pyd8LPnvGvEP2IzJQA</recordid><startdate>20240924</startdate><enddate>20240924</enddate><creator>Khan, Ruby</creator><creator>Wali, Saima</creator><creator>Khan, Sumbal</creator><creator>Munir, Shaista</creator><creator>Pari, Bakht</creator><creator>Yousuf, Amjad M</creator><creator>Almutawif, Yahya A</creator><general>Frontiers Media S.A</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20240924</creationdate><title>Isolation and characterization of pathogenic Klebsiella pneumoniae strains from lettuce: a potential source of antibiotic resistance and development of a mathematical model for ANOVA results</title><author>Khan, Ruby ; Wali, Saima ; Khan, Sumbal ; Munir, Shaista ; Pari, Bakht ; Yousuf, Amjad M ; Almutawif, Yahya A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c350t-2f8d0126975a44d0afd4330561f0292da276930d384c407f1c99564f77b4e273</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>antibiotic resistance</topic><topic>contamination</topic><topic>food safety</topic><topic>Klebsiella pneumoniae</topic><topic>lettuce</topic><topic>Microbiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Khan, Ruby</creatorcontrib><creatorcontrib>Wali, Saima</creatorcontrib><creatorcontrib>Khan, Sumbal</creatorcontrib><creatorcontrib>Munir, Shaista</creatorcontrib><creatorcontrib>Pari, Bakht</creatorcontrib><creatorcontrib>Yousuf, Amjad M</creatorcontrib><creatorcontrib>Almutawif, Yahya A</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Frontiers in microbiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Khan, Ruby</au><au>Wali, Saima</au><au>Khan, Sumbal</au><au>Munir, Shaista</au><au>Pari, Bakht</au><au>Yousuf, Amjad M</au><au>Almutawif, Yahya A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Isolation and characterization of pathogenic Klebsiella pneumoniae strains from lettuce: a potential source of antibiotic resistance and development of a mathematical model for ANOVA results</atitle><jtitle>Frontiers in microbiology</jtitle><addtitle>Front Microbiol</addtitle><date>2024-09-24</date><risdate>2024</risdate><volume>15</volume><spage>1473055</spage><pages>1473055-</pages><issn>1664-302X</issn><eissn>1664-302X</eissn><abstract>This study aimed to evaluate the prevalence of contamination in raw lettuce from Risalpur, Pakistan, and to analyze the antibiotic susceptibility profiles of the isolated strains. The presence of foodborne pathogens such as poses significant public health risks, particularly in regions with suboptimal hygiene practices and improper food handling. Lettuce samples were collected from various sources in Risalpur and screened for . Antimicrobial susceptibility testing was performed to evaluate the effectiveness of various antibiotics against the isolated strains. Statistical analyses, including ANOVA and linear regression, were conducted to assess differences in inhibition zones and to predict antibiotic effectiveness based on concentration. The results revealed a significant prevalence of in the lettuce samples, highlighting the risks associated with poor hygiene, transportation, storage, and contaminated irrigation water. The isolated strains exhibited high susceptibility to gentamicin but demonstrated notable resistance to doxycycline, vancomycin, and ticarcillin. Multidrug-resistant (MDR) strains were identified. ANOVA showed significant differences in inhibition zones, and the linear regression model predicted a Zone of Inhibition based on antibiotic concentration (β = 10.6667, β = 0.4556). The identification of MDR strains of underscores the urgent need for enhanced antibiotic stewardship and food safety protocols to manage foodborne pathogens. Improved hygiene practices throughout the food production and supply chain are critical to mitigate health risks and address the challenge of growing antibiotic resistance.</abstract><cop>Switzerland</cop><pub>Frontiers Media S.A</pub><pmid>39380681</pmid><doi>10.3389/fmicb.2024.1473055</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1664-302X
ispartof Frontiers in microbiology, 2024-09, Vol.15, p.1473055
issn 1664-302X
1664-302X
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_be8acf8690a7499a8b932128238c7be4
source PubMed Central
subjects antibiotic resistance
contamination
food safety
Klebsiella pneumoniae
lettuce
Microbiology
title Isolation and characterization of pathogenic Klebsiella pneumoniae strains from lettuce: a potential source of antibiotic resistance and development of a mathematical model for ANOVA results
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-06T09%3A36%3A14IST&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=Isolation%20and%20characterization%20of%20pathogenic%20Klebsiella%20pneumoniae%20strains%20from%20lettuce:%20a%20potential%20source%20of%20antibiotic%20resistance%20and%20development%20of%20a%20mathematical%20model%20for%20ANOVA%20results&rft.jtitle=Frontiers%20in%20microbiology&rft.au=Khan,%20Ruby&rft.date=2024-09-24&rft.volume=15&rft.spage=1473055&rft.pages=1473055-&rft.issn=1664-302X&rft.eissn=1664-302X&rft_id=info:doi/10.3389/fmicb.2024.1473055&rft_dat=%3Cproquest_doaj_%3E3114501098%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c350t-2f8d0126975a44d0afd4330561f0292da276930d384c407f1c99564f77b4e273%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3114501098&rft_id=info:pmid/39380681&rfr_iscdi=true