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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...
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Published in: | Frontiers in microbiology 2024-09, Vol.15, p.1473055 |
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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 |
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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> |
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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 |
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