An improved methodology for data analysis in accelerated stability studies of peptide drugs: Practical considerations
► We evaluate various data analysis methods for assessing accelerated drugs stability. ► The shelf-life at 5°C varied from 2.2 to 4 years in function of used approach. ► The classic Arrhenius analysis showed the higher uncertainty. ► All these results were evaluated by the bootstrap approach. ► Data...
Gespeichert in:
Veröffentlicht in: | Talanta (Oxford) 2012-05, Vol.94, p.158-166 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 166 |
---|---|
container_issue | |
container_start_page | 158 |
container_title | Talanta (Oxford) |
container_volume | 94 |
creator | Oliva, Alexis Fariña, José B. Llabrés, Matías |
description | ► We evaluate various data analysis methods for assessing accelerated drugs stability. ► The shelf-life at 5°C varied from 2.2 to 4 years in function of used approach. ► The classic Arrhenius analysis showed the higher uncertainty. ► All these results were evaluated by the bootstrap approach. ► Data analysis procedures allow us control the risk of falsely concluding stability.
Although the basic science behind current methods for studying biopharmaceutical drug stability has not changed significantly, the techniques available for predicting stability have evolved over the years. This paper therefore describes and discusses various options of data analysis for accelerated degradation studies of peptide and protein drugs based on the Arrhenius equation. Both linear and non-linear regression analyses are also discussed. The results indicate that the simultaneous treatment of all data, as opposed to determining individual rate constants is clearly preferable, combined with the use of the reparameterized Arrhenius equation. The estimated shelf-life at 5°C varied between 2.2 and 4.0 years in function of the temperature range and procedure used, whereas the precision of the estimated parameter is reflected in the width of the 95% confidence intervals, the classic Arrhenius analysis was maxima. All these results were evaluated by the bootstrap approach. |
doi_str_mv | 10.1016/j.talanta.2012.03.011 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1015245932</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0039914012002160</els_id><sourcerecordid>1015245932</sourcerecordid><originalsourceid>FETCH-LOGICAL-c395t-68382c9eca49fbc1587979d1dff605a7b66deb15222dcd78a0110115b5d1513d3</originalsourceid><addsrcrecordid>eNqFkF2L1TAQhoso7tnVn6DkRvCmNR9N23gjy6KrsKAXeh2myXTNoW2OSbpw_r2znKNeCoEM5HlnMk9VvRK8EVx07_ZNgRnWAo3kQjZcNVyIJ9VODL2qle7V02rHuTK1ES2_qC5z3nPOpeLqeXUhZceHVppdtV2vLCyHFB_QswXLz-jjHO-PbIqJeSjAYIX5mENmYWXgHM6YoBCcC4xhDuVI1eYDZhYndsBDCR6ZT9t9fs--JXAlOJiZi2umB4oGql5UzyaYM74831fVj08fv998ru--3n65ub6rnTK61N2gBukMOmjNNDqhh970xgs_TR3X0I9d53EUWkrpne8HIAV09Ki90EJ5dVW9PfWlBX9tmItdQqYVSBzGLVuitWy1UZJQfUJdijknnOwhhQXSkaBHrrN7ezZuH41brizNotzr84htXND_Tf1RTMCbMwCZTEwJVhfyP06bllN74j6cOCQhDwGTzS7g6tCHhK5YH8N_vvIbQkajVg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1015245932</pqid></control><display><type>article</type><title>An improved methodology for data analysis in accelerated stability studies of peptide drugs: Practical considerations</title><source>MEDLINE</source><source>Elsevier ScienceDirect Journals</source><creator>Oliva, Alexis ; Fariña, José B. ; Llabrés, Matías</creator><creatorcontrib>Oliva, Alexis ; Fariña, José B. ; Llabrés, Matías</creatorcontrib><description>► We evaluate various data analysis methods for assessing accelerated drugs stability. ► The shelf-life at 5°C varied from 2.2 to 4 years in function of used approach. ► The classic Arrhenius analysis showed the higher uncertainty. ► All these results were evaluated by the bootstrap approach. ► Data analysis procedures allow us control the risk of falsely concluding stability.
Although the basic science behind current methods for studying biopharmaceutical drug stability has not changed significantly, the techniques available for predicting stability have evolved over the years. This paper therefore describes and discusses various options of data analysis for accelerated degradation studies of peptide and protein drugs based on the Arrhenius equation. Both linear and non-linear regression analyses are also discussed. The results indicate that the simultaneous treatment of all data, as opposed to determining individual rate constants is clearly preferable, combined with the use of the reparameterized Arrhenius equation. The estimated shelf-life at 5°C varied between 2.2 and 4.0 years in function of the temperature range and procedure used, whereas the precision of the estimated parameter is reflected in the width of the 95% confidence intervals, the classic Arrhenius analysis was maxima. All these results were evaluated by the bootstrap approach.</description><identifier>ISSN: 0039-9140</identifier><identifier>EISSN: 1873-3573</identifier><identifier>DOI: 10.1016/j.talanta.2012.03.011</identifier><identifier>PMID: 22608429</identifier><identifier>CODEN: TLNTA2</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Analytical chemistry ; Arrhenius ; Biological Products - analysis ; Bootstrap ; Chemistry ; Chromatography, Liquid ; Chromatography, Reverse-Phase ; Drug Stability ; Exact sciences and technology ; Humans ; Kinetics ; Mass Spectrometry ; Peptides ; Regression Analysis ; Regression method ; Research Design ; Stability ; Temperature ; Tetragastrin - analysis ; Thermodynamics</subject><ispartof>Talanta (Oxford), 2012-05, Vol.94, p.158-166</ispartof><rights>2012 Elsevier B.V.</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2012 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c395t-68382c9eca49fbc1587979d1dff605a7b66deb15222dcd78a0110115b5d1513d3</citedby><cites>FETCH-LOGICAL-c395t-68382c9eca49fbc1587979d1dff605a7b66deb15222dcd78a0110115b5d1513d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0039914012002160$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=25940016$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22608429$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Oliva, Alexis</creatorcontrib><creatorcontrib>Fariña, José B.</creatorcontrib><creatorcontrib>Llabrés, Matías</creatorcontrib><title>An improved methodology for data analysis in accelerated stability studies of peptide drugs: Practical considerations</title><title>Talanta (Oxford)</title><addtitle>Talanta</addtitle><description>► We evaluate various data analysis methods for assessing accelerated drugs stability. ► The shelf-life at 5°C varied from 2.2 to 4 years in function of used approach. ► The classic Arrhenius analysis showed the higher uncertainty. ► All these results were evaluated by the bootstrap approach. ► Data analysis procedures allow us control the risk of falsely concluding stability.
Although the basic science behind current methods for studying biopharmaceutical drug stability has not changed significantly, the techniques available for predicting stability have evolved over the years. This paper therefore describes and discusses various options of data analysis for accelerated degradation studies of peptide and protein drugs based on the Arrhenius equation. Both linear and non-linear regression analyses are also discussed. The results indicate that the simultaneous treatment of all data, as opposed to determining individual rate constants is clearly preferable, combined with the use of the reparameterized Arrhenius equation. The estimated shelf-life at 5°C varied between 2.2 and 4.0 years in function of the temperature range and procedure used, whereas the precision of the estimated parameter is reflected in the width of the 95% confidence intervals, the classic Arrhenius analysis was maxima. All these results were evaluated by the bootstrap approach.</description><subject>Analytical chemistry</subject><subject>Arrhenius</subject><subject>Biological Products - analysis</subject><subject>Bootstrap</subject><subject>Chemistry</subject><subject>Chromatography, Liquid</subject><subject>Chromatography, Reverse-Phase</subject><subject>Drug Stability</subject><subject>Exact sciences and technology</subject><subject>Humans</subject><subject>Kinetics</subject><subject>Mass Spectrometry</subject><subject>Peptides</subject><subject>Regression Analysis</subject><subject>Regression method</subject><subject>Research Design</subject><subject>Stability</subject><subject>Temperature</subject><subject>Tetragastrin - analysis</subject><subject>Thermodynamics</subject><issn>0039-9140</issn><issn>1873-3573</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkF2L1TAQhoso7tnVn6DkRvCmNR9N23gjy6KrsKAXeh2myXTNoW2OSbpw_r2znKNeCoEM5HlnMk9VvRK8EVx07_ZNgRnWAo3kQjZcNVyIJ9VODL2qle7V02rHuTK1ES2_qC5z3nPOpeLqeXUhZceHVppdtV2vLCyHFB_QswXLz-jjHO-PbIqJeSjAYIX5mENmYWXgHM6YoBCcC4xhDuVI1eYDZhYndsBDCR6ZT9t9fs--JXAlOJiZi2umB4oGql5UzyaYM74831fVj08fv998ru--3n65ub6rnTK61N2gBukMOmjNNDqhh970xgs_TR3X0I9d53EUWkrpne8HIAV09Ki90EJ5dVW9PfWlBX9tmItdQqYVSBzGLVuitWy1UZJQfUJdijknnOwhhQXSkaBHrrN7ezZuH41brizNotzr84htXND_Tf1RTMCbMwCZTEwJVhfyP06bllN74j6cOCQhDwGTzS7g6tCHhK5YH8N_vvIbQkajVg</recordid><startdate>20120530</startdate><enddate>20120530</enddate><creator>Oliva, Alexis</creator><creator>Fariña, José B.</creator><creator>Llabrés, Matías</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</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>7X8</scope></search><sort><creationdate>20120530</creationdate><title>An improved methodology for data analysis in accelerated stability studies of peptide drugs: Practical considerations</title><author>Oliva, Alexis ; Fariña, José B. ; Llabrés, Matías</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c395t-68382c9eca49fbc1587979d1dff605a7b66deb15222dcd78a0110115b5d1513d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Analytical chemistry</topic><topic>Arrhenius</topic><topic>Biological Products - analysis</topic><topic>Bootstrap</topic><topic>Chemistry</topic><topic>Chromatography, Liquid</topic><topic>Chromatography, Reverse-Phase</topic><topic>Drug Stability</topic><topic>Exact sciences and technology</topic><topic>Humans</topic><topic>Kinetics</topic><topic>Mass Spectrometry</topic><topic>Peptides</topic><topic>Regression Analysis</topic><topic>Regression method</topic><topic>Research Design</topic><topic>Stability</topic><topic>Temperature</topic><topic>Tetragastrin - analysis</topic><topic>Thermodynamics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Oliva, Alexis</creatorcontrib><creatorcontrib>Fariña, José B.</creatorcontrib><creatorcontrib>Llabrés, Matías</creatorcontrib><collection>Pascal-Francis</collection><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><jtitle>Talanta (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Oliva, Alexis</au><au>Fariña, José B.</au><au>Llabrés, Matías</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An improved methodology for data analysis in accelerated stability studies of peptide drugs: Practical considerations</atitle><jtitle>Talanta (Oxford)</jtitle><addtitle>Talanta</addtitle><date>2012-05-30</date><risdate>2012</risdate><volume>94</volume><spage>158</spage><epage>166</epage><pages>158-166</pages><issn>0039-9140</issn><eissn>1873-3573</eissn><coden>TLNTA2</coden><abstract>► We evaluate various data analysis methods for assessing accelerated drugs stability. ► The shelf-life at 5°C varied from 2.2 to 4 years in function of used approach. ► The classic Arrhenius analysis showed the higher uncertainty. ► All these results were evaluated by the bootstrap approach. ► Data analysis procedures allow us control the risk of falsely concluding stability.
Although the basic science behind current methods for studying biopharmaceutical drug stability has not changed significantly, the techniques available for predicting stability have evolved over the years. This paper therefore describes and discusses various options of data analysis for accelerated degradation studies of peptide and protein drugs based on the Arrhenius equation. Both linear and non-linear regression analyses are also discussed. The results indicate that the simultaneous treatment of all data, as opposed to determining individual rate constants is clearly preferable, combined with the use of the reparameterized Arrhenius equation. The estimated shelf-life at 5°C varied between 2.2 and 4.0 years in function of the temperature range and procedure used, whereas the precision of the estimated parameter is reflected in the width of the 95% confidence intervals, the classic Arrhenius analysis was maxima. All these results were evaluated by the bootstrap approach.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><pmid>22608429</pmid><doi>10.1016/j.talanta.2012.03.011</doi><tpages>9</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0039-9140 |
ispartof | Talanta (Oxford), 2012-05, Vol.94, p.158-166 |
issn | 0039-9140 1873-3573 |
language | eng |
recordid | cdi_proquest_miscellaneous_1015245932 |
source | MEDLINE; Elsevier ScienceDirect Journals |
subjects | Analytical chemistry Arrhenius Biological Products - analysis Bootstrap Chemistry Chromatography, Liquid Chromatography, Reverse-Phase Drug Stability Exact sciences and technology Humans Kinetics Mass Spectrometry Peptides Regression Analysis Regression method Research Design Stability Temperature Tetragastrin - analysis Thermodynamics |
title | An improved methodology for data analysis in accelerated stability studies of peptide drugs: Practical considerations |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-28T14%3A02%3A13IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=An%20improved%20methodology%20for%20data%20analysis%20in%20accelerated%20stability%20studies%20of%20peptide%20drugs:%20Practical%20considerations&rft.jtitle=Talanta%20(Oxford)&rft.au=Oliva,%20Alexis&rft.date=2012-05-30&rft.volume=94&rft.spage=158&rft.epage=166&rft.pages=158-166&rft.issn=0039-9140&rft.eissn=1873-3573&rft.coden=TLNTA2&rft_id=info:doi/10.1016/j.talanta.2012.03.011&rft_dat=%3Cproquest_cross%3E1015245932%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1015245932&rft_id=info:pmid/22608429&rft_els_id=S0039914012002160&rfr_iscdi=true |