Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem

ABSTRACT: Several studies with animal models have demonstrated that bioequivalence of generic products of antibiotics like vancomycin, as currently defined, do not guarantee therapeutic equivalence. However, the amounts and characteristics of impurities and degradation products in these formulations...

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Autores:
Agudelo Pérez, María
Rodríguez Jaramillo, Carlos Andrés
Peláez Jaramillo, Carlos Alberto
Vesga Meneses, Omar
Tipo de recurso:
Article of investigation
Fecha de publicación:
2014
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/44330
Acceso en línea:
https://hdl.handle.net/10495/44330
Palabra clave:
Anti-Bacterial Agents
Antibacterianos
Biotransformation
Biotransformación
Brain
Encéfalo
Cilastatin
Cilastatina
Dipeptidases
Dipeptidasas
Preparaciones Farmacéuticas
Pharmaceutical Preparations
Guinea Pigs
Cobayas
Klebsiella Infections
Infecciones por Klebsiella
Lung
Pulmón
Meropenem
Mice
Ratones
Microbial Sensitivity Tests
Pruebas de Sensibilidad Microbiana
Muscle
Músculos
Protease Inhibitors
Inhibidores de Proteasas
Pseudomonas
Therapeutic Equivalency
Equivalencia Terapéutica
Thienamycins
Tienamicinas
Thigh
Muslo
Treatment Outcome
Resultado del Tratamiento
Anti-Bacterial Agents
Antibacterianos
https://id.nlm.nih.gov/mesh/D000900
https://id.nlm.nih.gov/mesh/D001711
https://id.nlm.nih.gov/mesh/D001921
https://id.nlm.nih.gov/mesh/D015377
https://id.nlm.nih.gov/mesh/D004150
https://id.nlm.nih.gov/mesh/D004364
https://id.nlm.nih.gov/mesh/D006168
https://id.nlm.nih.gov/mesh/D007710
https://id.nlm.nih.gov/mesh/D008168
https://id.nlm.nih.gov/mesh/D000077731
https://id.nlm.nih.gov/mesh/D051379
https://id.nlm.nih.gov/mesh/D008826
https://id.nlm.nih.gov/mesh/D009132
https://id.nlm.nih.gov/mesh/D011480
https://id.nlm.nih.gov/mesh/D011549
https://id.nlm.nih.gov/mesh/D013810
https://id.nlm.nih.gov/mesh/D013845
https://id.nlm.nih.gov/mesh/D013848
https://id.nlm.nih.gov/mesh/D016896
Rights
openAccess
License
http://creativecommons.org/licenses/by/2.5/co/
id UDEA2_dfee36777fa0a516fb99f13f97025372
oai_identifier_str oai:bibliotecadigital.udea.edu.co:10495/44330
network_acronym_str UDEA2
network_name_str Repositorio UdeA
repository_id_str
dc.title.spa.fl_str_mv Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem
title Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem
spellingShingle Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem
Anti-Bacterial Agents
Antibacterianos
Biotransformation
Biotransformación
Brain
Encéfalo
Cilastatin
Cilastatina
Dipeptidases
Dipeptidasas
Preparaciones Farmacéuticas
Pharmaceutical Preparations
Guinea Pigs
Cobayas
Klebsiella Infections
Infecciones por Klebsiella
Lung
Pulmón
Meropenem
Mice
Ratones
Microbial Sensitivity Tests
Pruebas de Sensibilidad Microbiana
Muscle
Músculos
Protease Inhibitors
Inhibidores de Proteasas
Pseudomonas
Therapeutic Equivalency
Equivalencia Terapéutica
Thienamycins
Tienamicinas
Thigh
Muslo
Treatment Outcome
Resultado del Tratamiento
Anti-Bacterial Agents
Antibacterianos
https://id.nlm.nih.gov/mesh/D000900
https://id.nlm.nih.gov/mesh/D001711
https://id.nlm.nih.gov/mesh/D001921
https://id.nlm.nih.gov/mesh/D015377
https://id.nlm.nih.gov/mesh/D004150
https://id.nlm.nih.gov/mesh/D004364
https://id.nlm.nih.gov/mesh/D006168
https://id.nlm.nih.gov/mesh/D007710
https://id.nlm.nih.gov/mesh/D008168
https://id.nlm.nih.gov/mesh/D000077731
https://id.nlm.nih.gov/mesh/D051379
https://id.nlm.nih.gov/mesh/D008826
https://id.nlm.nih.gov/mesh/D009132
https://id.nlm.nih.gov/mesh/D011480
https://id.nlm.nih.gov/mesh/D011549
https://id.nlm.nih.gov/mesh/D013810
https://id.nlm.nih.gov/mesh/D013845
https://id.nlm.nih.gov/mesh/D013848
https://id.nlm.nih.gov/mesh/D016896
title_short Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem
title_full Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem
title_fullStr Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem
title_full_unstemmed Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem
title_sort Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem
dc.creator.fl_str_mv Agudelo Pérez, María
Rodríguez Jaramillo, Carlos Andrés
Peláez Jaramillo, Carlos Alberto
Vesga Meneses, Omar
dc.contributor.author.none.fl_str_mv Agudelo Pérez, María
Rodríguez Jaramillo, Carlos Andrés
Peláez Jaramillo, Carlos Alberto
Vesga Meneses, Omar
dc.contributor.researchgroup.spa.fl_str_mv GRIPE: Grupo Investigador de Problemas en Enfermedades Infecciosas
dc.subject.decs.none.fl_str_mv Anti-Bacterial Agents
Antibacterianos
Biotransformation
Biotransformación
Brain
Encéfalo
Cilastatin
Cilastatina
Dipeptidases
Dipeptidasas
Preparaciones Farmacéuticas
Pharmaceutical Preparations
Guinea Pigs
Cobayas
Klebsiella Infections
Infecciones por Klebsiella
Lung
Pulmón
Meropenem
Mice
Ratones
Microbial Sensitivity Tests
Pruebas de Sensibilidad Microbiana
Muscle
Músculos
Protease Inhibitors
Inhibidores de Proteasas
Pseudomonas
Therapeutic Equivalency
Equivalencia Terapéutica
Thienamycins
Tienamicinas
Thigh
Muslo
Treatment Outcome
Resultado del Tratamiento
topic Anti-Bacterial Agents
Antibacterianos
Biotransformation
Biotransformación
Brain
Encéfalo
Cilastatin
Cilastatina
Dipeptidases
Dipeptidasas
Preparaciones Farmacéuticas
Pharmaceutical Preparations
Guinea Pigs
Cobayas
Klebsiella Infections
Infecciones por Klebsiella
Lung
Pulmón
Meropenem
Mice
Ratones
Microbial Sensitivity Tests
Pruebas de Sensibilidad Microbiana
Muscle
Músculos
Protease Inhibitors
Inhibidores de Proteasas
Pseudomonas
Therapeutic Equivalency
Equivalencia Terapéutica
Thienamycins
Tienamicinas
Thigh
Muslo
Treatment Outcome
Resultado del Tratamiento
Anti-Bacterial Agents
Antibacterianos
https://id.nlm.nih.gov/mesh/D000900
https://id.nlm.nih.gov/mesh/D001711
https://id.nlm.nih.gov/mesh/D001921
https://id.nlm.nih.gov/mesh/D015377
https://id.nlm.nih.gov/mesh/D004150
https://id.nlm.nih.gov/mesh/D004364
https://id.nlm.nih.gov/mesh/D006168
https://id.nlm.nih.gov/mesh/D007710
https://id.nlm.nih.gov/mesh/D008168
https://id.nlm.nih.gov/mesh/D000077731
https://id.nlm.nih.gov/mesh/D051379
https://id.nlm.nih.gov/mesh/D008826
https://id.nlm.nih.gov/mesh/D009132
https://id.nlm.nih.gov/mesh/D011480
https://id.nlm.nih.gov/mesh/D011549
https://id.nlm.nih.gov/mesh/D013810
https://id.nlm.nih.gov/mesh/D013845
https://id.nlm.nih.gov/mesh/D013848
https://id.nlm.nih.gov/mesh/D016896
dc.subject.proposal.spa.fl_str_mv Anti-Bacterial Agents
Antibacterianos
dc.subject.meshuri.none.fl_str_mv https://id.nlm.nih.gov/mesh/D000900
https://id.nlm.nih.gov/mesh/D001711
https://id.nlm.nih.gov/mesh/D001921
https://id.nlm.nih.gov/mesh/D015377
https://id.nlm.nih.gov/mesh/D004150
https://id.nlm.nih.gov/mesh/D004364
https://id.nlm.nih.gov/mesh/D006168
https://id.nlm.nih.gov/mesh/D007710
https://id.nlm.nih.gov/mesh/D008168
https://id.nlm.nih.gov/mesh/D000077731
https://id.nlm.nih.gov/mesh/D051379
https://id.nlm.nih.gov/mesh/D008826
https://id.nlm.nih.gov/mesh/D009132
https://id.nlm.nih.gov/mesh/D011480
https://id.nlm.nih.gov/mesh/D011549
https://id.nlm.nih.gov/mesh/D013810
https://id.nlm.nih.gov/mesh/D013845
https://id.nlm.nih.gov/mesh/D013848
https://id.nlm.nih.gov/mesh/D016896
description ABSTRACT: Several studies with animal models have demonstrated that bioequivalence of generic products of antibiotics like vancomycin, as currently defined, do not guarantee therapeutic equivalence. However, the amounts and characteristics of impurities and degradation products in these formulations do not violate the requirements of the U.S. Pharmacopeia (USP). Here, we provide experimental data with three generic products of meropenem that help in understanding how these apparently insignificant chemical differences affect the in vivo efficacy. Meropenem generics were compared with the innovator in vitro by microbiological assay, susceptibility testing, and liquid chromatography/mass spectrometry (LC/MS) analysis and in vivo with the neutropenic guinea pig soleus infection model (Pseudomonas aeruginosa) and the neutropenic mouse thigh (P. aeruginosa), brain (P. aeruginosa), and lung (Klebisella pneumoniae) infection models, adding the dihydropeptidase I (DHP-I) inhibitor cilastatin in different proportions to the carbapenem. We found that the concentration and potency of the active pharmaceutical ingredient, in vitro susceptibility testing, and mouse pharmacokinetics were identical for all products; however, two generics differed significantly from the innovator in the guinea pig and mouse models, while the third generic was therapeutically equivalent under all conditions. Trisodium adducts in a bioequivalent generic made it more susceptible to DHP-I hydrolysis and less stable at room temperature, explaining its therapeutic nonequivalence. We conclude that the therapeutic nonequivalence of generic products of meropenem is due to greater susceptibility to DHP-I hydrolysis. These failing generics are compliant with USP requirements and would remain undetectable under current regulations.
publishDate 2014
dc.date.issued.none.fl_str_mv 2014
dc.date.accessioned.none.fl_str_mv 2025-01-23T13:46:48Z
dc.date.available.none.fl_str_mv 2025-01-23T13:46:48Z
dc.type.spa.fl_str_mv Artículo de investigación
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dc.identifier.citation.spa.fl_str_mv Agudelo M, Rodríguez CA, Peláez CA, Vesga O. Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem. Antimicrob Agents Chemother. 2014;58(2):1005-18. doi: 10.1128/AAC.00350-13.
dc.identifier.issn.none.fl_str_mv 0066-4804
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10495/44330
dc.identifier.doi.none.fl_str_mv 10.1128/AAC.00350-13
dc.identifier.eissn.none.fl_str_mv 1098-6596
identifier_str_mv Agudelo M, Rodríguez CA, Peláez CA, Vesga O. Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem. Antimicrob Agents Chemother. 2014;58(2):1005-18. doi: 10.1128/AAC.00350-13.
0066-4804
10.1128/AAC.00350-13
1098-6596
url https://hdl.handle.net/10495/44330
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.ispartofjournalabbrev.spa.fl_str_mv Antimicrob. Agents. Chemother.
dc.relation.citationendpage.spa.fl_str_mv 1018
dc.relation.citationissue.spa.fl_str_mv 2
dc.relation.citationstartpage.spa.fl_str_mv 1005
dc.relation.citationvolume.spa.fl_str_mv 58
dc.relation.ispartofjournal.spa.fl_str_mv Antimicrobial Agents and Chemotherapy
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spelling Agudelo Pérez, MaríaRodríguez Jaramillo, Carlos AndrésPeláez Jaramillo, Carlos AlbertoVesga Meneses, OmarGRIPE: Grupo Investigador de Problemas en Enfermedades Infecciosas2025-01-23T13:46:48Z2025-01-23T13:46:48Z2014Agudelo M, Rodríguez CA, Peláez CA, Vesga O. Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenem. Antimicrob Agents Chemother. 2014;58(2):1005-18. doi: 10.1128/AAC.00350-13.0066-4804https://hdl.handle.net/10495/4433010.1128/AAC.00350-131098-6596ABSTRACT: Several studies with animal models have demonstrated that bioequivalence of generic products of antibiotics like vancomycin, as currently defined, do not guarantee therapeutic equivalence. However, the amounts and characteristics of impurities and degradation products in these formulations do not violate the requirements of the U.S. Pharmacopeia (USP). Here, we provide experimental data with three generic products of meropenem that help in understanding how these apparently insignificant chemical differences affect the in vivo efficacy. Meropenem generics were compared with the innovator in vitro by microbiological assay, susceptibility testing, and liquid chromatography/mass spectrometry (LC/MS) analysis and in vivo with the neutropenic guinea pig soleus infection model (Pseudomonas aeruginosa) and the neutropenic mouse thigh (P. aeruginosa), brain (P. aeruginosa), and lung (Klebisella pneumoniae) infection models, adding the dihydropeptidase I (DHP-I) inhibitor cilastatin in different proportions to the carbapenem. We found that the concentration and potency of the active pharmaceutical ingredient, in vitro susceptibility testing, and mouse pharmacokinetics were identical for all products; however, two generics differed significantly from the innovator in the guinea pig and mouse models, while the third generic was therapeutically equivalent under all conditions. Trisodium adducts in a bioequivalent generic made it more susceptible to DHP-I hydrolysis and less stable at room temperature, explaining its therapeutic nonequivalence. We conclude that the therapeutic nonequivalence of generic products of meropenem is due to greater susceptibility to DHP-I hydrolysis. These failing generics are compliant with USP requirements and would remain undetectable under current regulations.Universidad de Antioquia. Vicerrectoría de investigación. Comité para el Desarrollo de la Investigación - CODIFundación Científica Rodrigo Vesga-MenesesCOL000574414 páginasapplication/pdfengAmerican Society for MicrobiologyWashington, Estados Unidoshttp://creativecommons.org/licenses/by/2.5/co/https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Even apparently insignificant chemical deviations among bioequivalent generic antibiotics can lead to therapeutic nonequivalence: the case of meropenemArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAnti-Bacterial AgentsAntibacterianosBiotransformationBiotransformaciónBrainEncéfaloCilastatinCilastatinaDipeptidasesDipeptidasasPreparaciones FarmacéuticasPharmaceutical PreparationsGuinea PigsCobayasKlebsiella InfectionsInfecciones por KlebsiellaLungPulmónMeropenemMiceRatonesMicrobial Sensitivity TestsPruebas de Sensibilidad MicrobianaMuscleMúsculosProtease InhibitorsInhibidores de ProteasasPseudomonasTherapeutic EquivalencyEquivalencia TerapéuticaThienamycinsTienamicinasThighMusloTreatment OutcomeResultado del TratamientoAnti-Bacterial AgentsAntibacterianoshttps://id.nlm.nih.gov/mesh/D000900https://id.nlm.nih.gov/mesh/D001711https://id.nlm.nih.gov/mesh/D001921https://id.nlm.nih.gov/mesh/D015377https://id.nlm.nih.gov/mesh/D004150https://id.nlm.nih.gov/mesh/D004364https://id.nlm.nih.gov/mesh/D006168https://id.nlm.nih.gov/mesh/D007710https://id.nlm.nih.gov/mesh/D008168https://id.nlm.nih.gov/mesh/D000077731https://id.nlm.nih.gov/mesh/D051379https://id.nlm.nih.gov/mesh/D008826https://id.nlm.nih.gov/mesh/D009132https://id.nlm.nih.gov/mesh/D011480https://id.nlm.nih.gov/mesh/D011549https://id.nlm.nih.gov/mesh/D013810https://id.nlm.nih.gov/mesh/D013845https://id.nlm.nih.gov/mesh/D013848https://id.nlm.nih.gov/mesh/D016896Antimicrob. Agents. Chemother.10182100558Antimicrobial Agents and ChemotherapyEstrategia de sostenibilidad 2011– 2012 y 2013–2014RoR:03bp5hc83PublicationORIGINALAgudeloMaria_2014_Bioequivalent_Generic_Antibiotics.pdfAgudeloMaria_2014_Bioequivalent_Generic_Antibiotics.pdfArtículo de investigaciónapplication/pdf1955555https://bibliotecadigital.udea.edu.co/bitstreams/484eb5af-397f-4133-ab4a-321cbc8075c8/download3770e48019938541278b2f3695cb3166MD51trueAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://bibliotecadigital.udea.edu.co/bitstreams/bc83d492-1166-4f18-8457-ac0161acd42c/download8a4605be74aa9ea9d79846c1fba20a33MD53falseAnonymousREADCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8927https://bibliotecadigital.udea.edu.co/bitstreams/73a06e0b-469c-4a1d-87ab-e8087284baa1/download1646d1f6b96dbbbc38035efc9239ac9cMD52falseAnonymousREADTEXTAgudeloMaria_2014_Bioequivalent_Generic_Antibiotics.pdf.txtAgudeloMaria_2014_Bioequivalent_Generic_Antibiotics.pdf.txtExtracted texttext/plain79841https://bibliotecadigital.udea.edu.co/bitstreams/61d15463-3acb-4723-8567-ff4dd92cb854/download8a1f3b958cd0c056230b385e189e1e63MD54falseAnonymousREADTHUMBNAILAgudeloMaria_2014_Bioequivalent_Generic_Antibiotics.pdf.jpgAgudeloMaria_2014_Bioequivalent_Generic_Antibiotics.pdf.jpgGenerated Thumbnailimage/jpeg16238https://bibliotecadigital.udea.edu.co/bitstreams/fbe5ed4e-e2df-440c-8804-b1509adb74f0/downloadd36b20d6256c730dbd9ceb782935b160MD55falseAnonymousREAD10495/44330oai:bibliotecadigital.udea.edu.co:10495/443302025-03-26 22:07:48.074http://creativecommons.org/licenses/by/2.5/co/open.accesshttps://bibliotecadigital.udea.edu.coRepositorio Institucional de la Universidad de Antioquiaaplicacionbibliotecadigitalbiblioteca@udea.edu.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