Bacterial growth dynamics and pharmacokinetic–pharmacodynamic relationships of rifampicin and bedaquiline in BALB/c mice
Background and Purpose Translational efforts in the evaluation of novel anti‐tubercular drugs demand better integration of pharmacokinetic–pharmacodynamic data arising from preclinical protocols. However, parametric approaches that discriminate drug effect from the underlying bacterial growth dynami...
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Veröffentlicht in: | British journal of pharmacology 2022-03, Vol.179 (6), p.1251-1263 |
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description | Background and Purpose
Translational efforts in the evaluation of novel anti‐tubercular drugs demand better integration of pharmacokinetic–pharmacodynamic data arising from preclinical protocols. However, parametric approaches that discriminate drug effect from the underlying bacterial growth dynamics have not been fully explored, making it difficult to translate and/or extrapolate preclinical findings to humans. This analysis aims to develop a drug‐disease model that allows distinction between drug‐ and system‐specific properties.
Experimental Approach
Given their clinical relevance, rifampicin and bedaquiline were used as test compounds. A two‐state model was used to describe bacterial growth dynamics. The approach assumes the existence of fast‐ and slow‐growing bacterial populations. Drug effect on the growth dynamics of each subpopulation was characterised in terms of potency (EC50‐F and EC50‐S) and maximum killing rate.
Key Results
The doubling time of the fast‐ and slow‐growing population was estimated to be 25 h and 42 days, respectively. Rifampicin was more potent against the fast‐growing (EC50‐F = 4.8 mg·L−1), as compared with the slow‐growing population (EC50‐S = 60.2 mg·L−1). Bedaquiline showed higher potency than rifampicin (EC50‐F = 0.19 mg·L−1; EC50‐S = 3.04 mg·L−1). External validation procedures revealed an effect of infection route on the apparent potency of rifampicin.
Conclusion and Implications
Model parameter estimates suggest that nearly maximum killing rate is achieved against fast‐growing, but not against slow‐growing populations at the tested doses. Evidence of differences in drug potency for each subpopulation may facilitate the translation of preclinical findings and improve the dose rationale for anti‐tubercular drugs in humans. |
doi_str_mv | 10.1111/bph.15688 |
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Translational efforts in the evaluation of novel anti‐tubercular drugs demand better integration of pharmacokinetic–pharmacodynamic data arising from preclinical protocols. However, parametric approaches that discriminate drug effect from the underlying bacterial growth dynamics have not been fully explored, making it difficult to translate and/or extrapolate preclinical findings to humans. This analysis aims to develop a drug‐disease model that allows distinction between drug‐ and system‐specific properties.
Experimental Approach
Given their clinical relevance, rifampicin and bedaquiline were used as test compounds. A two‐state model was used to describe bacterial growth dynamics. The approach assumes the existence of fast‐ and slow‐growing bacterial populations. Drug effect on the growth dynamics of each subpopulation was characterised in terms of potency (EC50‐F and EC50‐S) and maximum killing rate.
Key Results
The doubling time of the fast‐ and slow‐growing population was estimated to be 25 h and 42 days, respectively. Rifampicin was more potent against the fast‐growing (EC50‐F = 4.8 mg·L−1), as compared with the slow‐growing population (EC50‐S = 60.2 mg·L−1). Bedaquiline showed higher potency than rifampicin (EC50‐F = 0.19 mg·L−1; EC50‐S = 3.04 mg·L−1). External validation procedures revealed an effect of infection route on the apparent potency of rifampicin.
Conclusion and Implications
Model parameter estimates suggest that nearly maximum killing rate is achieved against fast‐growing, but not against slow‐growing populations at the tested doses. Evidence of differences in drug potency for each subpopulation may facilitate the translation of preclinical findings and improve the dose rationale for anti‐tubercular drugs in humans.</description><identifier>ISSN: 0007-1188</identifier><identifier>EISSN: 1476-5381</identifier><identifier>DOI: 10.1111/bph.15688</identifier><identifier>PMID: 34599506</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>Animals ; Bacteria ; bedaquiline ; Diarylquinolines - pharmacology ; human dose selection ; Mice ; Mice, Inbred BALB C ; Pharmacodynamics ; Pharmacokinetics ; PKPD modelling ; rifampicin ; Rifampin ; Rifampin - pharmacology ; translational pharmacology ; tuberculosis</subject><ispartof>British journal of pharmacology, 2022-03, Vol.179 (6), p.1251-1263</ispartof><rights>2021 The Authors. published by John Wiley & Sons Ltd on behalf of British Pharmacological Society.</rights><rights>2021 The Authors. British Journal of Pharmacology published by John Wiley & Sons Ltd on behalf of British Pharmacological Society.</rights><rights>2021. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4838-48cd127961b2908f9f47a5efda1daa4b7406541334e5ca0391317d501b4129e3</citedby><cites>FETCH-LOGICAL-c4838-48cd127961b2908f9f47a5efda1daa4b7406541334e5ca0391317d501b4129e3</cites><orcidid>0000-0002-6211-1430</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fbph.15688$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fbph.15688$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,885,1416,1432,27923,27924,45573,45574,46408,46832</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34599506$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Muliaditan, Morris</creatorcontrib><creatorcontrib>Della Pasqua, Oscar</creatorcontrib><title>Bacterial growth dynamics and pharmacokinetic–pharmacodynamic relationships of rifampicin and bedaquiline in BALB/c mice</title><title>British journal of pharmacology</title><addtitle>Br J Pharmacol</addtitle><description>Background and Purpose
Translational efforts in the evaluation of novel anti‐tubercular drugs demand better integration of pharmacokinetic–pharmacodynamic data arising from preclinical protocols. However, parametric approaches that discriminate drug effect from the underlying bacterial growth dynamics have not been fully explored, making it difficult to translate and/or extrapolate preclinical findings to humans. This analysis aims to develop a drug‐disease model that allows distinction between drug‐ and system‐specific properties.
Experimental Approach
Given their clinical relevance, rifampicin and bedaquiline were used as test compounds. A two‐state model was used to describe bacterial growth dynamics. The approach assumes the existence of fast‐ and slow‐growing bacterial populations. Drug effect on the growth dynamics of each subpopulation was characterised in terms of potency (EC50‐F and EC50‐S) and maximum killing rate.
Key Results
The doubling time of the fast‐ and slow‐growing population was estimated to be 25 h and 42 days, respectively. Rifampicin was more potent against the fast‐growing (EC50‐F = 4.8 mg·L−1), as compared with the slow‐growing population (EC50‐S = 60.2 mg·L−1). Bedaquiline showed higher potency than rifampicin (EC50‐F = 0.19 mg·L−1; EC50‐S = 3.04 mg·L−1). External validation procedures revealed an effect of infection route on the apparent potency of rifampicin.
Conclusion and Implications
Model parameter estimates suggest that nearly maximum killing rate is achieved against fast‐growing, but not against slow‐growing populations at the tested doses. Evidence of differences in drug potency for each subpopulation may facilitate the translation of preclinical findings and improve the dose rationale for anti‐tubercular drugs in humans.</description><subject>Animals</subject><subject>Bacteria</subject><subject>bedaquiline</subject><subject>Diarylquinolines - pharmacology</subject><subject>human dose selection</subject><subject>Mice</subject><subject>Mice, Inbred BALB C</subject><subject>Pharmacodynamics</subject><subject>Pharmacokinetics</subject><subject>PKPD modelling</subject><subject>rifampicin</subject><subject>Rifampin</subject><subject>Rifampin - pharmacology</subject><subject>translational pharmacology</subject><subject>tuberculosis</subject><issn>0007-1188</issn><issn>1476-5381</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>WIN</sourceid><sourceid>EIF</sourceid><recordid>eNp1kcFu1DAQhi0EosvCgRdAkbjAIV1PbMfOBalbFYq0Ehx6tyaO03VJ4tROqJYT79A35Elwu9sKkJiLpZlvPo31E_Ia6DGkWtXj9hhEqdQTsgAuy1wwBU_JglIqcwCljsiLGK8oTUMpnpMjxkVVCVouyI81mskGh112GfzNtM2a3YC9MzHDocnGLYYejf_mBjs58-vn7UPngGXBdjg5P8StG2Pm2yy4FvvRGTfcG2rb4PXsuiTIUmt9slmvTJY27UvyrMUu2leHd0kuPp5dnJ7nmy-fPp-ebHLDFVM5V6aBQlYl1EVFVVu1XKKwbYPQIPJacloKDoxxKwxSVgED2QgKNYeismxJPuy141z3tjF2mAJ2egyux7DTHp3-ezK4rb7033XFKINkW5J3B0Hw17ONk-5dNLbrcLB-jroQUsmyAFYk9O0_6JWfw5B-p4uyUJxKAXfU-z1lgo8x2PbxGKD6LlCdAtX3gSb2zZ_XP5IPCSZgtQduXGd3_zfp9dfzvfI3zU6s9g</recordid><startdate>202203</startdate><enddate>202203</enddate><creator>Muliaditan, Morris</creator><creator>Della Pasqua, Oscar</creator><general>Blackwell Publishing Ltd</general><general>John Wiley and Sons Inc</general><scope>24P</scope><scope>WIN</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QP</scope><scope>7TK</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-6211-1430</orcidid></search><sort><creationdate>202203</creationdate><title>Bacterial growth dynamics and pharmacokinetic–pharmacodynamic relationships of rifampicin and bedaquiline in BALB/c mice</title><author>Muliaditan, Morris ; Della Pasqua, Oscar</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4838-48cd127961b2908f9f47a5efda1daa4b7406541334e5ca0391317d501b4129e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Animals</topic><topic>Bacteria</topic><topic>bedaquiline</topic><topic>Diarylquinolines - pharmacology</topic><topic>human dose selection</topic><topic>Mice</topic><topic>Mice, Inbred BALB C</topic><topic>Pharmacodynamics</topic><topic>Pharmacokinetics</topic><topic>PKPD modelling</topic><topic>rifampicin</topic><topic>Rifampin</topic><topic>Rifampin - pharmacology</topic><topic>translational pharmacology</topic><topic>tuberculosis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Muliaditan, Morris</creatorcontrib><creatorcontrib>Della Pasqua, Oscar</creatorcontrib><collection>Wiley-Blackwell Open Access Collection</collection><collection>Wiley Free Archive</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>British journal of pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Muliaditan, Morris</au><au>Della Pasqua, Oscar</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Bacterial growth dynamics and pharmacokinetic–pharmacodynamic relationships of rifampicin and bedaquiline in BALB/c mice</atitle><jtitle>British journal of pharmacology</jtitle><addtitle>Br J Pharmacol</addtitle><date>2022-03</date><risdate>2022</risdate><volume>179</volume><issue>6</issue><spage>1251</spage><epage>1263</epage><pages>1251-1263</pages><issn>0007-1188</issn><eissn>1476-5381</eissn><abstract>Background and Purpose
Translational efforts in the evaluation of novel anti‐tubercular drugs demand better integration of pharmacokinetic–pharmacodynamic data arising from preclinical protocols. However, parametric approaches that discriminate drug effect from the underlying bacterial growth dynamics have not been fully explored, making it difficult to translate and/or extrapolate preclinical findings to humans. This analysis aims to develop a drug‐disease model that allows distinction between drug‐ and system‐specific properties.
Experimental Approach
Given their clinical relevance, rifampicin and bedaquiline were used as test compounds. A two‐state model was used to describe bacterial growth dynamics. The approach assumes the existence of fast‐ and slow‐growing bacterial populations. Drug effect on the growth dynamics of each subpopulation was characterised in terms of potency (EC50‐F and EC50‐S) and maximum killing rate.
Key Results
The doubling time of the fast‐ and slow‐growing population was estimated to be 25 h and 42 days, respectively. Rifampicin was more potent against the fast‐growing (EC50‐F = 4.8 mg·L−1), as compared with the slow‐growing population (EC50‐S = 60.2 mg·L−1). Bedaquiline showed higher potency than rifampicin (EC50‐F = 0.19 mg·L−1; EC50‐S = 3.04 mg·L−1). External validation procedures revealed an effect of infection route on the apparent potency of rifampicin.
Conclusion and Implications
Model parameter estimates suggest that nearly maximum killing rate is achieved against fast‐growing, but not against slow‐growing populations at the tested doses. Evidence of differences in drug potency for each subpopulation may facilitate the translation of preclinical findings and improve the dose rationale for anti‐tubercular drugs in humans.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>34599506</pmid><doi>10.1111/bph.15688</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-6211-1430</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals Bacteria bedaquiline Diarylquinolines - pharmacology human dose selection Mice Mice, Inbred BALB C Pharmacodynamics Pharmacokinetics PKPD modelling rifampicin Rifampin Rifampin - pharmacology translational pharmacology tuberculosis |
title | Bacterial growth dynamics and pharmacokinetic–pharmacodynamic relationships of rifampicin and bedaquiline in BALB/c mice |
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