The business impact of an integrated continuous biomanufacturing platform for recombinant protein production
•We estimate cost of goods (COGs) for an integrated continuous biomanufacturing (ICB) platform and compare to conventional platforms.•We use Monte Carlo simulations to estimate net present value (NPV) of this platform for a hypothetical product launch scenario.•The ICB platform reduces average cost...
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Veröffentlicht in: | Journal of biotechnology 2015-11, Vol.213, p.3-12 |
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creator | Walther, Jason Godawat, Rahul Hwang, Chris Abe, Yuki Sinclair, Andrew Konstantinov, Konstantin |
description | •We estimate cost of goods (COGs) for an integrated continuous biomanufacturing (ICB) platform and compare to conventional platforms.•We use Monte Carlo simulations to estimate net present value (NPV) of this platform for a hypothetical product launch scenario.•The ICB platform reduces average cost by 55% compared to conventional batch processing.•The ICB platform achieves these savings primarily due to process intensifications in upstream and downstream unit operations.
The biotechnology industry primarily uses batch technologies to manufacture recombinant proteins. The natural evolution of other industries has shown that transitioning from batch to continuous processing can yield significant benefits. A quantitative understanding of these benefits is critical to guide the implementation of continuous processing. In this manuscript, we use process economic modeling and Monte Carlo simulations to evaluate an integrated continuous biomanufacturing (ICB) platform and conduct risk-based valuation to generate a probabilistic range of net-present values (NPVs). For a specific ten-year product portfolio, the ICB platform reduces average cost by 55% compared to conventional batch processing, considering both capital and operating expenses. The model predicts that these savings can further increase by an additional 25% in situations with higher-than-expected product demand showing the upward potential of the ICB platform. The ICB platform achieves these savings and corresponding flexibility mainly due to process intensification in both upstream and downstream unit operations. This study demonstrates the promise of continuous bioprocessing while also establishing a novel framework to quantify financial benefits of other platform process technologies. |
doi_str_mv | 10.1016/j.jbiotec.2015.05.010 |
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The biotechnology industry primarily uses batch technologies to manufacture recombinant proteins. The natural evolution of other industries has shown that transitioning from batch to continuous processing can yield significant benefits. A quantitative understanding of these benefits is critical to guide the implementation of continuous processing. In this manuscript, we use process economic modeling and Monte Carlo simulations to evaluate an integrated continuous biomanufacturing (ICB) platform and conduct risk-based valuation to generate a probabilistic range of net-present values (NPVs). For a specific ten-year product portfolio, the ICB platform reduces average cost by 55% compared to conventional batch processing, considering both capital and operating expenses. The model predicts that these savings can further increase by an additional 25% in situations with higher-than-expected product demand showing the upward potential of the ICB platform. The ICB platform achieves these savings and corresponding flexibility mainly due to process intensification in both upstream and downstream unit operations. This study demonstrates the promise of continuous bioprocessing while also establishing a novel framework to quantify financial benefits of other platform process technologies.</description><identifier>ISSN: 0168-1656</identifier><identifier>EISSN: 1873-4863</identifier><identifier>DOI: 10.1016/j.jbiotec.2015.05.010</identifier><identifier>PMID: 26014522</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Bioreactors - economics ; Biosolve ; Biotechnology ; Biotechnology - economics ; Commerce ; Computer simulation ; Continuous bioprocessing ; Continuous capture ; Cost of goods ; Drug Industry - economics ; Economics ; Mathematical models ; Models, Theoretical ; Monte Carlo Method ; Monte Carlo methods ; Net present value ; Perfusion cell culture ; Platforms ; Proteins ; Recombinant ; Recombinant Proteins - economics ; Risk</subject><ispartof>Journal of biotechnology, 2015-11, Vol.213, p.3-12</ispartof><rights>2015 Elsevier B.V.</rights><rights>Copyright © 2015 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c604t-a73af863b095e972a511646d594eb19dc79818b5a7515320435d3c7419bf65fc3</citedby><cites>FETCH-LOGICAL-c604t-a73af863b095e972a511646d594eb19dc79818b5a7515320435d3c7419bf65fc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jbiotec.2015.05.010$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>315,781,785,3551,27929,27930,46000</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26014522$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Walther, Jason</creatorcontrib><creatorcontrib>Godawat, Rahul</creatorcontrib><creatorcontrib>Hwang, Chris</creatorcontrib><creatorcontrib>Abe, Yuki</creatorcontrib><creatorcontrib>Sinclair, Andrew</creatorcontrib><creatorcontrib>Konstantinov, Konstantin</creatorcontrib><title>The business impact of an integrated continuous biomanufacturing platform for recombinant protein production</title><title>Journal of biotechnology</title><addtitle>J Biotechnol</addtitle><description>•We estimate cost of goods (COGs) for an integrated continuous biomanufacturing (ICB) platform and compare to conventional platforms.•We use Monte Carlo simulations to estimate net present value (NPV) of this platform for a hypothetical product launch scenario.•The ICB platform reduces average cost by 55% compared to conventional batch processing.•The ICB platform achieves these savings primarily due to process intensifications in upstream and downstream unit operations.
The biotechnology industry primarily uses batch technologies to manufacture recombinant proteins. The natural evolution of other industries has shown that transitioning from batch to continuous processing can yield significant benefits. A quantitative understanding of these benefits is critical to guide the implementation of continuous processing. In this manuscript, we use process economic modeling and Monte Carlo simulations to evaluate an integrated continuous biomanufacturing (ICB) platform and conduct risk-based valuation to generate a probabilistic range of net-present values (NPVs). For a specific ten-year product portfolio, the ICB platform reduces average cost by 55% compared to conventional batch processing, considering both capital and operating expenses. The model predicts that these savings can further increase by an additional 25% in situations with higher-than-expected product demand showing the upward potential of the ICB platform. The ICB platform achieves these savings and corresponding flexibility mainly due to process intensification in both upstream and downstream unit operations. This study demonstrates the promise of continuous bioprocessing while also establishing a novel framework to quantify financial benefits of other platform process technologies.</description><subject>Bioreactors - economics</subject><subject>Biosolve</subject><subject>Biotechnology</subject><subject>Biotechnology - economics</subject><subject>Commerce</subject><subject>Computer simulation</subject><subject>Continuous bioprocessing</subject><subject>Continuous capture</subject><subject>Cost of goods</subject><subject>Drug Industry - economics</subject><subject>Economics</subject><subject>Mathematical models</subject><subject>Models, Theoretical</subject><subject>Monte Carlo Method</subject><subject>Monte Carlo methods</subject><subject>Net present value</subject><subject>Perfusion cell culture</subject><subject>Platforms</subject><subject>Proteins</subject><subject>Recombinant</subject><subject>Recombinant Proteins - economics</subject><subject>Risk</subject><issn>0168-1656</issn><issn>1873-4863</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkU2P1DAMhiMEYmcXfgIoRy4d7OarPSG0AhZpJS7LOUpTd8moTYckReLfk9EMXFnJsi-P_dp-GXuDsEdA_f6wPwxhLeT3LaDaQw2EZ2yHnRGN7LR4znaV6xrUSl-x65wPACB7hS_ZVasBpWrbHZsffhAfthwi5czDcnS-8HXiLvIQCz0mV2jkfo0lxG3dMq-ii4vbVLkthfjIj7Mr05oWXhNP5NdlCNHFwo-prhfiqY6bL2GNr9iLyc2ZXl_qDfv--dPD7V1z_-3L19uP943XIEvjjHBTvWCAXlFvWqcQtdSj6iUN2I_e9B12g3JGoRItSKFG4Y3Efpi0mry4Ye_Oc6v0z41ysUvInubZRao3WDSmAxAKxBNQhS0YZeQTUOxlNaPtKqrOqE9rzokme0xhcem3RbAn--zBXuyzJ_ss1ECofW8vEtuw0Piv669fFfhwBqi-71egZLMPFD2Nob6-2HEN_5H4A372rsM</recordid><startdate>20151110</startdate><enddate>20151110</enddate><creator>Walther, Jason</creator><creator>Godawat, Rahul</creator><creator>Hwang, Chris</creator><creator>Abe, Yuki</creator><creator>Sinclair, Andrew</creator><creator>Konstantinov, Konstantin</creator><general>Elsevier B.V</general><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>7X8</scope><scope>7QO</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>7U5</scope><scope>L7M</scope></search><sort><creationdate>20151110</creationdate><title>The business impact of an integrated continuous biomanufacturing platform for recombinant protein production</title><author>Walther, Jason ; Godawat, Rahul ; Hwang, Chris ; Abe, Yuki ; Sinclair, Andrew ; Konstantinov, Konstantin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c604t-a73af863b095e972a511646d594eb19dc79818b5a7515320435d3c7419bf65fc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Bioreactors - economics</topic><topic>Biosolve</topic><topic>Biotechnology</topic><topic>Biotechnology - economics</topic><topic>Commerce</topic><topic>Computer simulation</topic><topic>Continuous bioprocessing</topic><topic>Continuous capture</topic><topic>Cost of goods</topic><topic>Drug Industry - economics</topic><topic>Economics</topic><topic>Mathematical models</topic><topic>Models, Theoretical</topic><topic>Monte Carlo Method</topic><topic>Monte Carlo methods</topic><topic>Net present value</topic><topic>Perfusion cell culture</topic><topic>Platforms</topic><topic>Proteins</topic><topic>Recombinant</topic><topic>Recombinant Proteins - economics</topic><topic>Risk</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Walther, Jason</creatorcontrib><creatorcontrib>Godawat, Rahul</creatorcontrib><creatorcontrib>Hwang, Chris</creatorcontrib><creatorcontrib>Abe, Yuki</creatorcontrib><creatorcontrib>Sinclair, Andrew</creatorcontrib><creatorcontrib>Konstantinov, Konstantin</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Biotechnology Research Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Journal of biotechnology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Walther, Jason</au><au>Godawat, Rahul</au><au>Hwang, Chris</au><au>Abe, Yuki</au><au>Sinclair, Andrew</au><au>Konstantinov, Konstantin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The business impact of an integrated continuous biomanufacturing platform for recombinant protein production</atitle><jtitle>Journal of biotechnology</jtitle><addtitle>J Biotechnol</addtitle><date>2015-11-10</date><risdate>2015</risdate><volume>213</volume><spage>3</spage><epage>12</epage><pages>3-12</pages><issn>0168-1656</issn><eissn>1873-4863</eissn><abstract>•We estimate cost of goods (COGs) for an integrated continuous biomanufacturing (ICB) platform and compare to conventional platforms.•We use Monte Carlo simulations to estimate net present value (NPV) of this platform for a hypothetical product launch scenario.•The ICB platform reduces average cost by 55% compared to conventional batch processing.•The ICB platform achieves these savings primarily due to process intensifications in upstream and downstream unit operations.
The biotechnology industry primarily uses batch technologies to manufacture recombinant proteins. The natural evolution of other industries has shown that transitioning from batch to continuous processing can yield significant benefits. A quantitative understanding of these benefits is critical to guide the implementation of continuous processing. In this manuscript, we use process economic modeling and Monte Carlo simulations to evaluate an integrated continuous biomanufacturing (ICB) platform and conduct risk-based valuation to generate a probabilistic range of net-present values (NPVs). For a specific ten-year product portfolio, the ICB platform reduces average cost by 55% compared to conventional batch processing, considering both capital and operating expenses. The model predicts that these savings can further increase by an additional 25% in situations with higher-than-expected product demand showing the upward potential of the ICB platform. The ICB platform achieves these savings and corresponding flexibility mainly due to process intensification in both upstream and downstream unit operations. This study demonstrates the promise of continuous bioprocessing while also establishing a novel framework to quantify financial benefits of other platform process technologies.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>26014522</pmid><doi>10.1016/j.jbiotec.2015.05.010</doi><tpages>10</tpages></addata></record> |
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subjects | Bioreactors - economics Biosolve Biotechnology Biotechnology - economics Commerce Computer simulation Continuous bioprocessing Continuous capture Cost of goods Drug Industry - economics Economics Mathematical models Models, Theoretical Monte Carlo Method Monte Carlo methods Net present value Perfusion cell culture Platforms Proteins Recombinant Recombinant Proteins - economics Risk |
title | The business impact of an integrated continuous biomanufacturing platform for recombinant protein production |
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