Nonlinear Mixed‐Effects Model of Z‐Endoxifen Concentrations in Tamoxifen‐Treated Patients from the CEPAM Cohort

Tamoxifen is widely used in patients with hormone receptor‐positive breast cancer. The polymorphic enzyme CYP2D6 is primarily responsible for metabolic activation of tamoxifen, resulting in substantial interindividual variability of plasma concentrations of its most important metabolite, Z‐endoxifen...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Clinical pharmacology and therapeutics 2024-09, Vol.116 (3), p.690-702
Hauptverfasser: Mc Laughlin, Anna M., Helland, Thomas, Klima, Fenja, Koolen, Stijn L.W., Schaik, Ron H.N., Mathijssen, Ron H.J., Neven, Patrick, Swen, Jesse J., Guchelaar, Henk‐Jan, Dalenc, Florence, White‐Koning, Melanie, Michelet, Robin, Mikus, Gerd, Schroth, Werner, Mürdter, Thomas, Brauch, Hiltrud, Schwab, Matthias, Søiland, Håvard, Mellgren, Gunnar, Thomas, Fabienne, Kloft, Charlotte, Hertz, Daniel L., Agema, Bram C., Sanchez‐Spitman, Anabel, Almeida, Thais, Nardin, Jeanine, Casali‐da‐Rocha, José Claudio, Moo‐Puc, Rosa Esther, Rangel‐Mendez, Jorge Aarón, McMillin, Gwendolyn, Hennig, Ewa E., Brewczyńska, Elżbieta, Venzon Antunes, Marina, Haufroid, Vincent, Thorén, Linda, Madlensky, Lisa, Pierce, John, Nakaumra, Yusuke, Kubo, Michiaki, Zembutsu, Hitoshi, Bianchi Ximenez, João Paulo, Lanchote, Vera Lucia, Rae, James M., Hayes, Daniel F, Stearns, Vered, Skaar, Todd C, Desta, Zeruesenay, Scott, Stuart A, Desnick, Robert J, Park, In Hae, Woo, Hye In, Lee, Soo‐Youn, Fernandez‐Santander, Ana, Romero‐Lorca, Alicia, Villajos, Apolonia Novillo, Alonso, María Gaibar, Johansson, Harriet, Bonanni, Bernardo, DeCensi, Andrea, Gurney, Howard, Balleine, Rosemary, Irvin, William J., McLeod, Howard L., Goetz, Matthew P., Reid, Joel M., Suman, Vera J., Areepium, Nutthada, Charoenchokthavee, Wanaporn, Eccles, Diana, Tapper, William, Chowbay, Balram, Khor, Chiea Chuen, Hsuen, Elaine Lim, Tfayli, Arafat, Zgheib, Nathalie K., Arellano, Cécile
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 702
container_issue 3
container_start_page 690
container_title Clinical pharmacology and therapeutics
container_volume 116
creator Mc Laughlin, Anna M.
Helland, Thomas
Klima, Fenja
Koolen, Stijn L.W.
Schaik, Ron H.N.
Mathijssen, Ron H.J.
Neven, Patrick
Swen, Jesse J.
Guchelaar, Henk‐Jan
Dalenc, Florence
White‐Koning, Melanie
Michelet, Robin
Mikus, Gerd
Schroth, Werner
Mürdter, Thomas
Brauch, Hiltrud
Schwab, Matthias
Søiland, Håvard
Mellgren, Gunnar
Thomas, Fabienne
Kloft, Charlotte
Hertz, Daniel L.
Agema, Bram C.
Sanchez‐Spitman, Anabel
Almeida, Thais
Nardin, Jeanine
Casali‐da‐Rocha, José Claudio
Moo‐Puc, Rosa Esther
Rangel‐Mendez, Jorge Aarón
McMillin, Gwendolyn
Hennig, Ewa E.
Brewczyńska, Elżbieta
Venzon Antunes, Marina
Haufroid, Vincent
Thorén, Linda
Madlensky, Lisa
Pierce, John
Nakaumra, Yusuke
Kubo, Michiaki
Zembutsu, Hitoshi
Bianchi Ximenez, João Paulo
Lanchote, Vera Lucia
Rae, James M.
Hayes, Daniel F
Stearns, Vered
Skaar, Todd C
Desta, Zeruesenay
Scott, Stuart A
Desnick, Robert J
Park, In Hae
Woo, Hye In
Lee, Soo‐Youn
Fernandez‐Santander, Ana
Romero‐Lorca, Alicia
Villajos, Apolonia Novillo
Alonso, María Gaibar
Johansson, Harriet
Bonanni, Bernardo
DeCensi, Andrea
Gurney, Howard
Balleine, Rosemary
Irvin, William J.
McLeod, Howard L.
Goetz, Matthew P.
Reid, Joel M.
Suman, Vera J.
Areepium, Nutthada
Charoenchokthavee, Wanaporn
Eccles, Diana
Tapper, William
Chowbay, Balram
Khor, Chiea Chuen
Hsuen, Elaine Lim
Tfayli, Arafat
Zgheib, Nathalie K.
Arellano, Cécile
description Tamoxifen is widely used in patients with hormone receptor‐positive breast cancer. The polymorphic enzyme CYP2D6 is primarily responsible for metabolic activation of tamoxifen, resulting in substantial interindividual variability of plasma concentrations of its most important metabolite, Z‐endoxifen. The Z‐endoxifen concentration thresholds below which tamoxifen treatment is less efficacious have been proposed but not validated, and prospective trials of individualized tamoxifen treatment to achieve Z‐endoxifen concentration thresholds are considered infeasible. Therefore, we aim to validate the association between Z‐endoxifen concentration and tamoxifen treatment outcomes, and identify a Z‐endoxifen concentration threshold of tamoxifen efficacy, using pharmacometric modeling and simulation. As a first step, the CYP2D6 Endoxifen Percentage Activity Model (CEPAM) cohort was created by pooling data from 28 clinical studies (> 7,000 patients) with measured endoxifen plasma concentrations. After cleaning, data from 6,083 patients were used to develop a nonlinear mixed‐effect (NLME) model for tamoxifen and Z‐endoxifen pharmacokinetics that includes a conversion factor to allow inclusion of studies that measured total endoxifen but not Z‐endoxifen. The final parent‐metabolite NLME model confirmed the primary role of CYP2D6, and contributions from body weight, CYP2C9 phenotype, and co‐medication with CYP2D6 inhibitors, on Z‐endoxifen pharmacokinetics. Future work will use the model to simulate Z‐endoxifen concentrations in patients receiving single agent tamoxifen treatment within large prospective clinical trials with long‐term survival to identify the Z‐endoxifen concentration threshold below which tamoxifen is less efficacious. Identification of this concentration threshold would allow personalized tamoxifen treatment to improve outcomes in patients with hormone receptor‐positive breast cancer.
doi_str_mv 10.1002/cpt.3238
format Article
fullrecord <record><control><sourceid>proquest_hal_p</sourceid><recordid>TN_cdi_hal_primary_oai_HAL_hal_04821733v1</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2967057470</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3508-8fe9f7af19af48a40cabef18a90bf72ab4c5a3b8b1f282973aa6585aaf4302503</originalsourceid><addsrcrecordid>eNp10c9uEzEQBnALgWgoSDwB8hEO2_rPOmsfo1WgSEnJIVy4WLO7Y2XRrh3sTWlvPALPyJPgNG05cbJm5ufv8hHylrMLzpi4bPfThRRSPyMzrqQo5kqq52TGGDOFEXJ-Rl6l9D2PpdH6JTmTujSl4XxGDtfBD71HiHTd32L359fvpXPYTomuQ4cDDY5-Oy59F257h57WwbfopwhTH3yivadbGE-37LYRYcKObvI5q0RdDCOddkjr5Waxzr93IU6vyQsHQ8I3D-85-fpxua2vitWXT5_rxapopWK60A6Nq8BxA67UULIWGnRcg2GNqwQ0ZatANrrhTmhhKgkwV1pB1pIJxeQ5-XDK3cFg97EfId7ZAL29WqzsccdKLXgl5Q3P9v3J7mP4ccA02bFPLQ4DeAyHZIWZV0xVZcX-0TaGlCK6p2zO7LEQmwuxx0IyffeQemhG7J7gYwMZFCfwsx_w7r9Btt5s7wP_Aulyl1Q</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2967057470</pqid></control><display><type>article</type><title>Nonlinear Mixed‐Effects Model of Z‐Endoxifen Concentrations in Tamoxifen‐Treated Patients from the CEPAM Cohort</title><source>MEDLINE</source><source>Wiley Online Library Journals Frontfile Complete</source><creator>Mc Laughlin, Anna M. ; Helland, Thomas ; Klima, Fenja ; Koolen, Stijn L.W. ; Schaik, Ron H.N. ; Mathijssen, Ron H.J. ; Neven, Patrick ; Swen, Jesse J. ; Guchelaar, Henk‐Jan ; Dalenc, Florence ; White‐Koning, Melanie ; Michelet, Robin ; Mikus, Gerd ; Schroth, Werner ; Mürdter, Thomas ; Brauch, Hiltrud ; Schwab, Matthias ; Søiland, Håvard ; Mellgren, Gunnar ; Thomas, Fabienne ; Kloft, Charlotte ; Hertz, Daniel L. ; Agema, Bram C. ; Sanchez‐Spitman, Anabel ; Almeida, Thais ; Nardin, Jeanine ; Casali‐da‐Rocha, José Claudio ; Moo‐Puc, Rosa Esther ; Rangel‐Mendez, Jorge Aarón ; McMillin, Gwendolyn ; Hennig, Ewa E. ; Brewczyńska, Elżbieta ; Venzon Antunes, Marina ; Haufroid, Vincent ; Thorén, Linda ; Madlensky, Lisa ; Pierce, John ; Nakaumra, Yusuke ; Kubo, Michiaki ; Zembutsu, Hitoshi ; Bianchi Ximenez, João Paulo ; Lanchote, Vera Lucia ; Rae, James M. ; Hayes, Daniel F ; Stearns, Vered ; Skaar, Todd C ; Desta, Zeruesenay ; Scott, Stuart A ; Desnick, Robert J ; Park, In Hae ; Woo, Hye In ; Lee, Soo‐Youn ; Fernandez‐Santander, Ana ; Romero‐Lorca, Alicia ; Villajos, Apolonia Novillo ; Alonso, María Gaibar ; Johansson, Harriet ; Bonanni, Bernardo ; DeCensi, Andrea ; Gurney, Howard ; Balleine, Rosemary ; Irvin, William J. ; McLeod, Howard L. ; Goetz, Matthew P. ; Reid, Joel M. ; Suman, Vera J. ; Areepium, Nutthada ; Charoenchokthavee, Wanaporn ; Eccles, Diana ; Tapper, William ; Chowbay, Balram ; Khor, Chiea Chuen ; Hsuen, Elaine Lim ; Tfayli, Arafat ; Zgheib, Nathalie K. ; Arellano, Cécile</creator><creatorcontrib>Mc Laughlin, Anna M. ; Helland, Thomas ; Klima, Fenja ; Koolen, Stijn L.W. ; Schaik, Ron H.N. ; Mathijssen, Ron H.J. ; Neven, Patrick ; Swen, Jesse J. ; Guchelaar, Henk‐Jan ; Dalenc, Florence ; White‐Koning, Melanie ; Michelet, Robin ; Mikus, Gerd ; Schroth, Werner ; Mürdter, Thomas ; Brauch, Hiltrud ; Schwab, Matthias ; Søiland, Håvard ; Mellgren, Gunnar ; Thomas, Fabienne ; Kloft, Charlotte ; Hertz, Daniel L. ; Agema, Bram C. ; Sanchez‐Spitman, Anabel ; Almeida, Thais ; Nardin, Jeanine ; Casali‐da‐Rocha, José Claudio ; Moo‐Puc, Rosa Esther ; Rangel‐Mendez, Jorge Aarón ; McMillin, Gwendolyn ; Hennig, Ewa E. ; Brewczyńska, Elżbieta ; Venzon Antunes, Marina ; Haufroid, Vincent ; Thorén, Linda ; Madlensky, Lisa ; Pierce, John ; Nakaumra, Yusuke ; Kubo, Michiaki ; Zembutsu, Hitoshi ; Bianchi Ximenez, João Paulo ; Lanchote, Vera Lucia ; Rae, James M. ; Hayes, Daniel F ; Stearns, Vered ; Skaar, Todd C ; Desta, Zeruesenay ; Scott, Stuart A ; Desnick, Robert J ; Park, In Hae ; Woo, Hye In ; Lee, Soo‐Youn ; Fernandez‐Santander, Ana ; Romero‐Lorca, Alicia ; Villajos, Apolonia Novillo ; Alonso, María Gaibar ; Johansson, Harriet ; Bonanni, Bernardo ; DeCensi, Andrea ; Gurney, Howard ; Balleine, Rosemary ; Irvin, William J. ; McLeod, Howard L. ; Goetz, Matthew P. ; Reid, Joel M. ; Suman, Vera J. ; Areepium, Nutthada ; Charoenchokthavee, Wanaporn ; Eccles, Diana ; Tapper, William ; Chowbay, Balram ; Khor, Chiea Chuen ; Hsuen, Elaine Lim ; Tfayli, Arafat ; Zgheib, Nathalie K. ; Arellano, Cécile ; CYP2D6 Endoxifen Percentage Activity Model (CEPAM) Consortium ; the CYP2D6 Endoxifen Percentage Activity Model (CEPAM) Consortium</creatorcontrib><description>Tamoxifen is widely used in patients with hormone receptor‐positive breast cancer. The polymorphic enzyme CYP2D6 is primarily responsible for metabolic activation of tamoxifen, resulting in substantial interindividual variability of plasma concentrations of its most important metabolite, Z‐endoxifen. The Z‐endoxifen concentration thresholds below which tamoxifen treatment is less efficacious have been proposed but not validated, and prospective trials of individualized tamoxifen treatment to achieve Z‐endoxifen concentration thresholds are considered infeasible. Therefore, we aim to validate the association between Z‐endoxifen concentration and tamoxifen treatment outcomes, and identify a Z‐endoxifen concentration threshold of tamoxifen efficacy, using pharmacometric modeling and simulation. As a first step, the CYP2D6 Endoxifen Percentage Activity Model (CEPAM) cohort was created by pooling data from 28 clinical studies (&gt; 7,000 patients) with measured endoxifen plasma concentrations. After cleaning, data from 6,083 patients were used to develop a nonlinear mixed‐effect (NLME) model for tamoxifen and Z‐endoxifen pharmacokinetics that includes a conversion factor to allow inclusion of studies that measured total endoxifen but not Z‐endoxifen. The final parent‐metabolite NLME model confirmed the primary role of CYP2D6, and contributions from body weight, CYP2C9 phenotype, and co‐medication with CYP2D6 inhibitors, on Z‐endoxifen pharmacokinetics. Future work will use the model to simulate Z‐endoxifen concentrations in patients receiving single agent tamoxifen treatment within large prospective clinical trials with long‐term survival to identify the Z‐endoxifen concentration threshold below which tamoxifen is less efficacious. Identification of this concentration threshold would allow personalized tamoxifen treatment to improve outcomes in patients with hormone receptor‐positive breast cancer.</description><identifier>ISSN: 0009-9236</identifier><identifier>ISSN: 1532-6535</identifier><identifier>EISSN: 1532-6535</identifier><identifier>DOI: 10.1002/cpt.3238</identifier><identifier>PMID: 38494911</identifier><language>eng</language><publisher>United States: American Society for Clinical Pharmacology and Therapeutics</publisher><subject>Aged ; Antineoplastic Agents, Hormonal ; Antineoplastic Agents, Hormonal - blood ; Antineoplastic Agents, Hormonal - pharmacokinetics ; Antineoplastic Agents, Hormonal - therapeutic use ; Breast Neoplasms ; Breast Neoplasms - drug therapy ; Cancer ; Cohort Studies ; Computer Simulation ; Cytochrome P-450 CYP2D6 ; Cytochrome P-450 CYP2D6 - genetics ; Cytochrome P-450 CYP2D6 - metabolism ; Female ; Humans ; Life Sciences ; Middle Aged ; Models, Biological ; Nonlinear Dynamics ; Pharmaceutical sciences ; Pharmacology ; Tamoxifen ; Tamoxifen - analogs &amp; derivatives ; Tamoxifen - blood ; Tamoxifen - pharmacokinetics ; Tamoxifen - therapeutic use ; Treatment Outcome</subject><ispartof>Clinical pharmacology and therapeutics, 2024-09, Vol.116 (3), p.690-702</ispartof><rights>2024 The Authors. published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics.</rights><rights>2024 The Authors. Clinical Pharmacology &amp; Therapeutics published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3508-8fe9f7af19af48a40cabef18a90bf72ab4c5a3b8b1f282973aa6585aaf4302503</cites><orcidid>0000-0001-5667-5697 ; 0000-0001-7531-2736 ; 0000-0002-9285-2774 ; 0000-0002-3965-5552 ; 0000-0001-5072-5489 ; 0009-0002-8504-9788 ; 0000-0002-5485-607X ; 0000-0002-9984-075X ; 0000-0003-0501-1035 ; 0000-0003-1783-133X ; 0000-0002-7085-1383 ; 0000-0003-1864-2151 ; 0000-0001-9344-8514 ; 0000-0002-8681-9601 ; 0000-0002-0973-7530 ; 0000-0001-9886-412X ; 0000-0002-5936-1877 ; 0000-0003-1412-4592</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fcpt.3238$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fcpt.3238$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>230,314,776,780,881,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38494911$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-04821733$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Mc Laughlin, Anna M.</creatorcontrib><creatorcontrib>Helland, Thomas</creatorcontrib><creatorcontrib>Klima, Fenja</creatorcontrib><creatorcontrib>Koolen, Stijn L.W.</creatorcontrib><creatorcontrib>Schaik, Ron H.N.</creatorcontrib><creatorcontrib>Mathijssen, Ron H.J.</creatorcontrib><creatorcontrib>Neven, Patrick</creatorcontrib><creatorcontrib>Swen, Jesse J.</creatorcontrib><creatorcontrib>Guchelaar, Henk‐Jan</creatorcontrib><creatorcontrib>Dalenc, Florence</creatorcontrib><creatorcontrib>White‐Koning, Melanie</creatorcontrib><creatorcontrib>Michelet, Robin</creatorcontrib><creatorcontrib>Mikus, Gerd</creatorcontrib><creatorcontrib>Schroth, Werner</creatorcontrib><creatorcontrib>Mürdter, Thomas</creatorcontrib><creatorcontrib>Brauch, Hiltrud</creatorcontrib><creatorcontrib>Schwab, Matthias</creatorcontrib><creatorcontrib>Søiland, Håvard</creatorcontrib><creatorcontrib>Mellgren, Gunnar</creatorcontrib><creatorcontrib>Thomas, Fabienne</creatorcontrib><creatorcontrib>Kloft, Charlotte</creatorcontrib><creatorcontrib>Hertz, Daniel L.</creatorcontrib><creatorcontrib>Agema, Bram C.</creatorcontrib><creatorcontrib>Sanchez‐Spitman, Anabel</creatorcontrib><creatorcontrib>Almeida, Thais</creatorcontrib><creatorcontrib>Nardin, Jeanine</creatorcontrib><creatorcontrib>Casali‐da‐Rocha, José Claudio</creatorcontrib><creatorcontrib>Moo‐Puc, Rosa Esther</creatorcontrib><creatorcontrib>Rangel‐Mendez, Jorge Aarón</creatorcontrib><creatorcontrib>McMillin, Gwendolyn</creatorcontrib><creatorcontrib>Hennig, Ewa E.</creatorcontrib><creatorcontrib>Brewczyńska, Elżbieta</creatorcontrib><creatorcontrib>Venzon Antunes, Marina</creatorcontrib><creatorcontrib>Haufroid, Vincent</creatorcontrib><creatorcontrib>Thorén, Linda</creatorcontrib><creatorcontrib>Madlensky, Lisa</creatorcontrib><creatorcontrib>Pierce, John</creatorcontrib><creatorcontrib>Nakaumra, Yusuke</creatorcontrib><creatorcontrib>Kubo, Michiaki</creatorcontrib><creatorcontrib>Zembutsu, Hitoshi</creatorcontrib><creatorcontrib>Bianchi Ximenez, João Paulo</creatorcontrib><creatorcontrib>Lanchote, Vera Lucia</creatorcontrib><creatorcontrib>Rae, James M.</creatorcontrib><creatorcontrib>Hayes, Daniel F</creatorcontrib><creatorcontrib>Stearns, Vered</creatorcontrib><creatorcontrib>Skaar, Todd C</creatorcontrib><creatorcontrib>Desta, Zeruesenay</creatorcontrib><creatorcontrib>Scott, Stuart A</creatorcontrib><creatorcontrib>Desnick, Robert J</creatorcontrib><creatorcontrib>Park, In Hae</creatorcontrib><creatorcontrib>Woo, Hye In</creatorcontrib><creatorcontrib>Lee, Soo‐Youn</creatorcontrib><creatorcontrib>Fernandez‐Santander, Ana</creatorcontrib><creatorcontrib>Romero‐Lorca, Alicia</creatorcontrib><creatorcontrib>Villajos, Apolonia Novillo</creatorcontrib><creatorcontrib>Alonso, María Gaibar</creatorcontrib><creatorcontrib>Johansson, Harriet</creatorcontrib><creatorcontrib>Bonanni, Bernardo</creatorcontrib><creatorcontrib>DeCensi, Andrea</creatorcontrib><creatorcontrib>Gurney, Howard</creatorcontrib><creatorcontrib>Balleine, Rosemary</creatorcontrib><creatorcontrib>Irvin, William J.</creatorcontrib><creatorcontrib>McLeod, Howard L.</creatorcontrib><creatorcontrib>Goetz, Matthew P.</creatorcontrib><creatorcontrib>Reid, Joel M.</creatorcontrib><creatorcontrib>Suman, Vera J.</creatorcontrib><creatorcontrib>Areepium, Nutthada</creatorcontrib><creatorcontrib>Charoenchokthavee, Wanaporn</creatorcontrib><creatorcontrib>Eccles, Diana</creatorcontrib><creatorcontrib>Tapper, William</creatorcontrib><creatorcontrib>Chowbay, Balram</creatorcontrib><creatorcontrib>Khor, Chiea Chuen</creatorcontrib><creatorcontrib>Hsuen, Elaine Lim</creatorcontrib><creatorcontrib>Tfayli, Arafat</creatorcontrib><creatorcontrib>Zgheib, Nathalie K.</creatorcontrib><creatorcontrib>Arellano, Cécile</creatorcontrib><creatorcontrib>CYP2D6 Endoxifen Percentage Activity Model (CEPAM) Consortium</creatorcontrib><creatorcontrib>the CYP2D6 Endoxifen Percentage Activity Model (CEPAM) Consortium</creatorcontrib><title>Nonlinear Mixed‐Effects Model of Z‐Endoxifen Concentrations in Tamoxifen‐Treated Patients from the CEPAM Cohort</title><title>Clinical pharmacology and therapeutics</title><addtitle>Clin Pharmacol Ther</addtitle><description>Tamoxifen is widely used in patients with hormone receptor‐positive breast cancer. The polymorphic enzyme CYP2D6 is primarily responsible for metabolic activation of tamoxifen, resulting in substantial interindividual variability of plasma concentrations of its most important metabolite, Z‐endoxifen. The Z‐endoxifen concentration thresholds below which tamoxifen treatment is less efficacious have been proposed but not validated, and prospective trials of individualized tamoxifen treatment to achieve Z‐endoxifen concentration thresholds are considered infeasible. Therefore, we aim to validate the association between Z‐endoxifen concentration and tamoxifen treatment outcomes, and identify a Z‐endoxifen concentration threshold of tamoxifen efficacy, using pharmacometric modeling and simulation. As a first step, the CYP2D6 Endoxifen Percentage Activity Model (CEPAM) cohort was created by pooling data from 28 clinical studies (&gt; 7,000 patients) with measured endoxifen plasma concentrations. After cleaning, data from 6,083 patients were used to develop a nonlinear mixed‐effect (NLME) model for tamoxifen and Z‐endoxifen pharmacokinetics that includes a conversion factor to allow inclusion of studies that measured total endoxifen but not Z‐endoxifen. The final parent‐metabolite NLME model confirmed the primary role of CYP2D6, and contributions from body weight, CYP2C9 phenotype, and co‐medication with CYP2D6 inhibitors, on Z‐endoxifen pharmacokinetics. Future work will use the model to simulate Z‐endoxifen concentrations in patients receiving single agent tamoxifen treatment within large prospective clinical trials with long‐term survival to identify the Z‐endoxifen concentration threshold below which tamoxifen is less efficacious. Identification of this concentration threshold would allow personalized tamoxifen treatment to improve outcomes in patients with hormone receptor‐positive breast cancer.</description><subject>Aged</subject><subject>Antineoplastic Agents, Hormonal</subject><subject>Antineoplastic Agents, Hormonal - blood</subject><subject>Antineoplastic Agents, Hormonal - pharmacokinetics</subject><subject>Antineoplastic Agents, Hormonal - therapeutic use</subject><subject>Breast Neoplasms</subject><subject>Breast Neoplasms - drug therapy</subject><subject>Cancer</subject><subject>Cohort Studies</subject><subject>Computer Simulation</subject><subject>Cytochrome P-450 CYP2D6</subject><subject>Cytochrome P-450 CYP2D6 - genetics</subject><subject>Cytochrome P-450 CYP2D6 - metabolism</subject><subject>Female</subject><subject>Humans</subject><subject>Life Sciences</subject><subject>Middle Aged</subject><subject>Models, Biological</subject><subject>Nonlinear Dynamics</subject><subject>Pharmaceutical sciences</subject><subject>Pharmacology</subject><subject>Tamoxifen</subject><subject>Tamoxifen - analogs &amp; derivatives</subject><subject>Tamoxifen - blood</subject><subject>Tamoxifen - pharmacokinetics</subject><subject>Tamoxifen - therapeutic use</subject><subject>Treatment Outcome</subject><issn>0009-9236</issn><issn>1532-6535</issn><issn>1532-6535</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>EIF</sourceid><recordid>eNp10c9uEzEQBnALgWgoSDwB8hEO2_rPOmsfo1WgSEnJIVy4WLO7Y2XRrh3sTWlvPALPyJPgNG05cbJm5ufv8hHylrMLzpi4bPfThRRSPyMzrqQo5kqq52TGGDOFEXJ-Rl6l9D2PpdH6JTmTujSl4XxGDtfBD71HiHTd32L359fvpXPYTomuQ4cDDY5-Oy59F257h57WwbfopwhTH3yivadbGE-37LYRYcKObvI5q0RdDCOddkjr5Waxzr93IU6vyQsHQ8I3D-85-fpxua2vitWXT5_rxapopWK60A6Nq8BxA67UULIWGnRcg2GNqwQ0ZatANrrhTmhhKgkwV1pB1pIJxeQ5-XDK3cFg97EfId7ZAL29WqzsccdKLXgl5Q3P9v3J7mP4ccA02bFPLQ4DeAyHZIWZV0xVZcX-0TaGlCK6p2zO7LEQmwuxx0IyffeQemhG7J7gYwMZFCfwsx_w7r9Btt5s7wP_Aulyl1Q</recordid><startdate>202409</startdate><enddate>202409</enddate><creator>Mc Laughlin, Anna M.</creator><creator>Helland, Thomas</creator><creator>Klima, Fenja</creator><creator>Koolen, Stijn L.W.</creator><creator>Schaik, Ron H.N.</creator><creator>Mathijssen, Ron H.J.</creator><creator>Neven, Patrick</creator><creator>Swen, Jesse J.</creator><creator>Guchelaar, Henk‐Jan</creator><creator>Dalenc, Florence</creator><creator>White‐Koning, Melanie</creator><creator>Michelet, Robin</creator><creator>Mikus, Gerd</creator><creator>Schroth, Werner</creator><creator>Mürdter, Thomas</creator><creator>Brauch, Hiltrud</creator><creator>Schwab, Matthias</creator><creator>Søiland, Håvard</creator><creator>Mellgren, Gunnar</creator><creator>Thomas, Fabienne</creator><creator>Kloft, Charlotte</creator><creator>Hertz, Daniel L.</creator><creator>Agema, Bram C.</creator><creator>Sanchez‐Spitman, Anabel</creator><creator>Almeida, Thais</creator><creator>Nardin, Jeanine</creator><creator>Casali‐da‐Rocha, José Claudio</creator><creator>Moo‐Puc, Rosa Esther</creator><creator>Rangel‐Mendez, Jorge Aarón</creator><creator>McMillin, Gwendolyn</creator><creator>Hennig, Ewa E.</creator><creator>Brewczyńska, Elżbieta</creator><creator>Venzon Antunes, Marina</creator><creator>Haufroid, Vincent</creator><creator>Thorén, Linda</creator><creator>Madlensky, Lisa</creator><creator>Pierce, John</creator><creator>Nakaumra, Yusuke</creator><creator>Kubo, Michiaki</creator><creator>Zembutsu, Hitoshi</creator><creator>Bianchi Ximenez, João Paulo</creator><creator>Lanchote, Vera Lucia</creator><creator>Rae, James M.</creator><creator>Hayes, Daniel F</creator><creator>Stearns, Vered</creator><creator>Skaar, Todd C</creator><creator>Desta, Zeruesenay</creator><creator>Scott, Stuart A</creator><creator>Desnick, Robert J</creator><creator>Park, In Hae</creator><creator>Woo, Hye In</creator><creator>Lee, Soo‐Youn</creator><creator>Fernandez‐Santander, Ana</creator><creator>Romero‐Lorca, Alicia</creator><creator>Villajos, Apolonia Novillo</creator><creator>Alonso, María Gaibar</creator><creator>Johansson, Harriet</creator><creator>Bonanni, Bernardo</creator><creator>DeCensi, Andrea</creator><creator>Gurney, Howard</creator><creator>Balleine, Rosemary</creator><creator>Irvin, William J.</creator><creator>McLeod, Howard L.</creator><creator>Goetz, Matthew P.</creator><creator>Reid, Joel M.</creator><creator>Suman, Vera J.</creator><creator>Areepium, Nutthada</creator><creator>Charoenchokthavee, Wanaporn</creator><creator>Eccles, Diana</creator><creator>Tapper, William</creator><creator>Chowbay, Balram</creator><creator>Khor, Chiea Chuen</creator><creator>Hsuen, Elaine Lim</creator><creator>Tfayli, Arafat</creator><creator>Zgheib, Nathalie K.</creator><creator>Arellano, Cécile</creator><general>American Society for Clinical Pharmacology and Therapeutics</general><scope>24P</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><scope>1XC</scope><orcidid>https://orcid.org/0000-0001-5667-5697</orcidid><orcidid>https://orcid.org/0000-0001-7531-2736</orcidid><orcidid>https://orcid.org/0000-0002-9285-2774</orcidid><orcidid>https://orcid.org/0000-0002-3965-5552</orcidid><orcidid>https://orcid.org/0000-0001-5072-5489</orcidid><orcidid>https://orcid.org/0009-0002-8504-9788</orcidid><orcidid>https://orcid.org/0000-0002-5485-607X</orcidid><orcidid>https://orcid.org/0000-0002-9984-075X</orcidid><orcidid>https://orcid.org/0000-0003-0501-1035</orcidid><orcidid>https://orcid.org/0000-0003-1783-133X</orcidid><orcidid>https://orcid.org/0000-0002-7085-1383</orcidid><orcidid>https://orcid.org/0000-0003-1864-2151</orcidid><orcidid>https://orcid.org/0000-0001-9344-8514</orcidid><orcidid>https://orcid.org/0000-0002-8681-9601</orcidid><orcidid>https://orcid.org/0000-0002-0973-7530</orcidid><orcidid>https://orcid.org/0000-0001-9886-412X</orcidid><orcidid>https://orcid.org/0000-0002-5936-1877</orcidid><orcidid>https://orcid.org/0000-0003-1412-4592</orcidid></search><sort><creationdate>202409</creationdate><title>Nonlinear Mixed‐Effects Model of Z‐Endoxifen Concentrations in Tamoxifen‐Treated Patients from the CEPAM Cohort</title><author>Mc Laughlin, Anna M. ; Helland, Thomas ; Klima, Fenja ; Koolen, Stijn L.W. ; Schaik, Ron H.N. ; Mathijssen, Ron H.J. ; Neven, Patrick ; Swen, Jesse J. ; Guchelaar, Henk‐Jan ; Dalenc, Florence ; White‐Koning, Melanie ; Michelet, Robin ; Mikus, Gerd ; Schroth, Werner ; Mürdter, Thomas ; Brauch, Hiltrud ; Schwab, Matthias ; Søiland, Håvard ; Mellgren, Gunnar ; Thomas, Fabienne ; Kloft, Charlotte ; Hertz, Daniel L. ; Agema, Bram C. ; Sanchez‐Spitman, Anabel ; Almeida, Thais ; Nardin, Jeanine ; Casali‐da‐Rocha, José Claudio ; Moo‐Puc, Rosa Esther ; Rangel‐Mendez, Jorge Aarón ; McMillin, Gwendolyn ; Hennig, Ewa E. ; Brewczyńska, Elżbieta ; Venzon Antunes, Marina ; Haufroid, Vincent ; Thorén, Linda ; Madlensky, Lisa ; Pierce, John ; Nakaumra, Yusuke ; Kubo, Michiaki ; Zembutsu, Hitoshi ; Bianchi Ximenez, João Paulo ; Lanchote, Vera Lucia ; Rae, James M. ; Hayes, Daniel F ; Stearns, Vered ; Skaar, Todd C ; Desta, Zeruesenay ; Scott, Stuart A ; Desnick, Robert J ; Park, In Hae ; Woo, Hye In ; Lee, Soo‐Youn ; Fernandez‐Santander, Ana ; Romero‐Lorca, Alicia ; Villajos, Apolonia Novillo ; Alonso, María Gaibar ; Johansson, Harriet ; Bonanni, Bernardo ; DeCensi, Andrea ; Gurney, Howard ; Balleine, Rosemary ; Irvin, William J. ; McLeod, Howard L. ; Goetz, Matthew P. ; Reid, Joel M. ; Suman, Vera J. ; Areepium, Nutthada ; Charoenchokthavee, Wanaporn ; Eccles, Diana ; Tapper, William ; Chowbay, Balram ; Khor, Chiea Chuen ; Hsuen, Elaine Lim ; Tfayli, Arafat ; Zgheib, Nathalie K. ; Arellano, Cécile</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3508-8fe9f7af19af48a40cabef18a90bf72ab4c5a3b8b1f282973aa6585aaf4302503</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Aged</topic><topic>Antineoplastic Agents, Hormonal</topic><topic>Antineoplastic Agents, Hormonal - blood</topic><topic>Antineoplastic Agents, Hormonal - pharmacokinetics</topic><topic>Antineoplastic Agents, Hormonal - therapeutic use</topic><topic>Breast Neoplasms</topic><topic>Breast Neoplasms - drug therapy</topic><topic>Cancer</topic><topic>Cohort Studies</topic><topic>Computer Simulation</topic><topic>Cytochrome P-450 CYP2D6</topic><topic>Cytochrome P-450 CYP2D6 - genetics</topic><topic>Cytochrome P-450 CYP2D6 - metabolism</topic><topic>Female</topic><topic>Humans</topic><topic>Life Sciences</topic><topic>Middle Aged</topic><topic>Models, Biological</topic><topic>Nonlinear Dynamics</topic><topic>Pharmaceutical sciences</topic><topic>Pharmacology</topic><topic>Tamoxifen</topic><topic>Tamoxifen - analogs &amp; derivatives</topic><topic>Tamoxifen - blood</topic><topic>Tamoxifen - pharmacokinetics</topic><topic>Tamoxifen - therapeutic use</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mc Laughlin, Anna M.</creatorcontrib><creatorcontrib>Helland, Thomas</creatorcontrib><creatorcontrib>Klima, Fenja</creatorcontrib><creatorcontrib>Koolen, Stijn L.W.</creatorcontrib><creatorcontrib>Schaik, Ron H.N.</creatorcontrib><creatorcontrib>Mathijssen, Ron H.J.</creatorcontrib><creatorcontrib>Neven, Patrick</creatorcontrib><creatorcontrib>Swen, Jesse J.</creatorcontrib><creatorcontrib>Guchelaar, Henk‐Jan</creatorcontrib><creatorcontrib>Dalenc, Florence</creatorcontrib><creatorcontrib>White‐Koning, Melanie</creatorcontrib><creatorcontrib>Michelet, Robin</creatorcontrib><creatorcontrib>Mikus, Gerd</creatorcontrib><creatorcontrib>Schroth, Werner</creatorcontrib><creatorcontrib>Mürdter, Thomas</creatorcontrib><creatorcontrib>Brauch, Hiltrud</creatorcontrib><creatorcontrib>Schwab, Matthias</creatorcontrib><creatorcontrib>Søiland, Håvard</creatorcontrib><creatorcontrib>Mellgren, Gunnar</creatorcontrib><creatorcontrib>Thomas, Fabienne</creatorcontrib><creatorcontrib>Kloft, Charlotte</creatorcontrib><creatorcontrib>Hertz, Daniel L.</creatorcontrib><creatorcontrib>Agema, Bram C.</creatorcontrib><creatorcontrib>Sanchez‐Spitman, Anabel</creatorcontrib><creatorcontrib>Almeida, Thais</creatorcontrib><creatorcontrib>Nardin, Jeanine</creatorcontrib><creatorcontrib>Casali‐da‐Rocha, José Claudio</creatorcontrib><creatorcontrib>Moo‐Puc, Rosa Esther</creatorcontrib><creatorcontrib>Rangel‐Mendez, Jorge Aarón</creatorcontrib><creatorcontrib>McMillin, Gwendolyn</creatorcontrib><creatorcontrib>Hennig, Ewa E.</creatorcontrib><creatorcontrib>Brewczyńska, Elżbieta</creatorcontrib><creatorcontrib>Venzon Antunes, Marina</creatorcontrib><creatorcontrib>Haufroid, Vincent</creatorcontrib><creatorcontrib>Thorén, Linda</creatorcontrib><creatorcontrib>Madlensky, Lisa</creatorcontrib><creatorcontrib>Pierce, John</creatorcontrib><creatorcontrib>Nakaumra, Yusuke</creatorcontrib><creatorcontrib>Kubo, Michiaki</creatorcontrib><creatorcontrib>Zembutsu, Hitoshi</creatorcontrib><creatorcontrib>Bianchi Ximenez, João Paulo</creatorcontrib><creatorcontrib>Lanchote, Vera Lucia</creatorcontrib><creatorcontrib>Rae, James M.</creatorcontrib><creatorcontrib>Hayes, Daniel F</creatorcontrib><creatorcontrib>Stearns, Vered</creatorcontrib><creatorcontrib>Skaar, Todd C</creatorcontrib><creatorcontrib>Desta, Zeruesenay</creatorcontrib><creatorcontrib>Scott, Stuart A</creatorcontrib><creatorcontrib>Desnick, Robert J</creatorcontrib><creatorcontrib>Park, In Hae</creatorcontrib><creatorcontrib>Woo, Hye In</creatorcontrib><creatorcontrib>Lee, Soo‐Youn</creatorcontrib><creatorcontrib>Fernandez‐Santander, Ana</creatorcontrib><creatorcontrib>Romero‐Lorca, Alicia</creatorcontrib><creatorcontrib>Villajos, Apolonia Novillo</creatorcontrib><creatorcontrib>Alonso, María Gaibar</creatorcontrib><creatorcontrib>Johansson, Harriet</creatorcontrib><creatorcontrib>Bonanni, Bernardo</creatorcontrib><creatorcontrib>DeCensi, Andrea</creatorcontrib><creatorcontrib>Gurney, Howard</creatorcontrib><creatorcontrib>Balleine, Rosemary</creatorcontrib><creatorcontrib>Irvin, William J.</creatorcontrib><creatorcontrib>McLeod, Howard L.</creatorcontrib><creatorcontrib>Goetz, Matthew P.</creatorcontrib><creatorcontrib>Reid, Joel M.</creatorcontrib><creatorcontrib>Suman, Vera J.</creatorcontrib><creatorcontrib>Areepium, Nutthada</creatorcontrib><creatorcontrib>Charoenchokthavee, Wanaporn</creatorcontrib><creatorcontrib>Eccles, Diana</creatorcontrib><creatorcontrib>Tapper, William</creatorcontrib><creatorcontrib>Chowbay, Balram</creatorcontrib><creatorcontrib>Khor, Chiea Chuen</creatorcontrib><creatorcontrib>Hsuen, Elaine Lim</creatorcontrib><creatorcontrib>Tfayli, Arafat</creatorcontrib><creatorcontrib>Zgheib, Nathalie K.</creatorcontrib><creatorcontrib>Arellano, Cécile</creatorcontrib><creatorcontrib>CYP2D6 Endoxifen Percentage Activity Model (CEPAM) Consortium</creatorcontrib><creatorcontrib>the CYP2D6 Endoxifen Percentage Activity Model (CEPAM) Consortium</creatorcontrib><collection>Wiley Online Library Open Access</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><collection>Hyper Article en Ligne (HAL)</collection><jtitle>Clinical pharmacology and therapeutics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mc Laughlin, Anna M.</au><au>Helland, Thomas</au><au>Klima, Fenja</au><au>Koolen, Stijn L.W.</au><au>Schaik, Ron H.N.</au><au>Mathijssen, Ron H.J.</au><au>Neven, Patrick</au><au>Swen, Jesse J.</au><au>Guchelaar, Henk‐Jan</au><au>Dalenc, Florence</au><au>White‐Koning, Melanie</au><au>Michelet, Robin</au><au>Mikus, Gerd</au><au>Schroth, Werner</au><au>Mürdter, Thomas</au><au>Brauch, Hiltrud</au><au>Schwab, Matthias</au><au>Søiland, Håvard</au><au>Mellgren, Gunnar</au><au>Thomas, Fabienne</au><au>Kloft, Charlotte</au><au>Hertz, Daniel L.</au><au>Agema, Bram C.</au><au>Sanchez‐Spitman, Anabel</au><au>Almeida, Thais</au><au>Nardin, Jeanine</au><au>Casali‐da‐Rocha, José Claudio</au><au>Moo‐Puc, Rosa Esther</au><au>Rangel‐Mendez, Jorge Aarón</au><au>McMillin, Gwendolyn</au><au>Hennig, Ewa E.</au><au>Brewczyńska, Elżbieta</au><au>Venzon Antunes, Marina</au><au>Haufroid, Vincent</au><au>Thorén, Linda</au><au>Madlensky, Lisa</au><au>Pierce, John</au><au>Nakaumra, Yusuke</au><au>Kubo, Michiaki</au><au>Zembutsu, Hitoshi</au><au>Bianchi Ximenez, João Paulo</au><au>Lanchote, Vera Lucia</au><au>Rae, James M.</au><au>Hayes, Daniel F</au><au>Stearns, Vered</au><au>Skaar, Todd C</au><au>Desta, Zeruesenay</au><au>Scott, Stuart A</au><au>Desnick, Robert J</au><au>Park, In Hae</au><au>Woo, Hye In</au><au>Lee, Soo‐Youn</au><au>Fernandez‐Santander, Ana</au><au>Romero‐Lorca, Alicia</au><au>Villajos, Apolonia Novillo</au><au>Alonso, María Gaibar</au><au>Johansson, Harriet</au><au>Bonanni, Bernardo</au><au>DeCensi, Andrea</au><au>Gurney, Howard</au><au>Balleine, Rosemary</au><au>Irvin, William J.</au><au>McLeod, Howard L.</au><au>Goetz, Matthew P.</au><au>Reid, Joel M.</au><au>Suman, Vera J.</au><au>Areepium, Nutthada</au><au>Charoenchokthavee, Wanaporn</au><au>Eccles, Diana</au><au>Tapper, William</au><au>Chowbay, Balram</au><au>Khor, Chiea Chuen</au><au>Hsuen, Elaine Lim</au><au>Tfayli, Arafat</au><au>Zgheib, Nathalie K.</au><au>Arellano, Cécile</au><aucorp>CYP2D6 Endoxifen Percentage Activity Model (CEPAM) Consortium</aucorp><aucorp>the CYP2D6 Endoxifen Percentage Activity Model (CEPAM) Consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Nonlinear Mixed‐Effects Model of Z‐Endoxifen Concentrations in Tamoxifen‐Treated Patients from the CEPAM Cohort</atitle><jtitle>Clinical pharmacology and therapeutics</jtitle><addtitle>Clin Pharmacol Ther</addtitle><date>2024-09</date><risdate>2024</risdate><volume>116</volume><issue>3</issue><spage>690</spage><epage>702</epage><pages>690-702</pages><issn>0009-9236</issn><issn>1532-6535</issn><eissn>1532-6535</eissn><abstract>Tamoxifen is widely used in patients with hormone receptor‐positive breast cancer. The polymorphic enzyme CYP2D6 is primarily responsible for metabolic activation of tamoxifen, resulting in substantial interindividual variability of plasma concentrations of its most important metabolite, Z‐endoxifen. The Z‐endoxifen concentration thresholds below which tamoxifen treatment is less efficacious have been proposed but not validated, and prospective trials of individualized tamoxifen treatment to achieve Z‐endoxifen concentration thresholds are considered infeasible. Therefore, we aim to validate the association between Z‐endoxifen concentration and tamoxifen treatment outcomes, and identify a Z‐endoxifen concentration threshold of tamoxifen efficacy, using pharmacometric modeling and simulation. As a first step, the CYP2D6 Endoxifen Percentage Activity Model (CEPAM) cohort was created by pooling data from 28 clinical studies (&gt; 7,000 patients) with measured endoxifen plasma concentrations. After cleaning, data from 6,083 patients were used to develop a nonlinear mixed‐effect (NLME) model for tamoxifen and Z‐endoxifen pharmacokinetics that includes a conversion factor to allow inclusion of studies that measured total endoxifen but not Z‐endoxifen. The final parent‐metabolite NLME model confirmed the primary role of CYP2D6, and contributions from body weight, CYP2C9 phenotype, and co‐medication with CYP2D6 inhibitors, on Z‐endoxifen pharmacokinetics. Future work will use the model to simulate Z‐endoxifen concentrations in patients receiving single agent tamoxifen treatment within large prospective clinical trials with long‐term survival to identify the Z‐endoxifen concentration threshold below which tamoxifen is less efficacious. Identification of this concentration threshold would allow personalized tamoxifen treatment to improve outcomes in patients with hormone receptor‐positive breast cancer.</abstract><cop>United States</cop><pub>American Society for Clinical Pharmacology and Therapeutics</pub><pmid>38494911</pmid><doi>10.1002/cpt.3238</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-5667-5697</orcidid><orcidid>https://orcid.org/0000-0001-7531-2736</orcidid><orcidid>https://orcid.org/0000-0002-9285-2774</orcidid><orcidid>https://orcid.org/0000-0002-3965-5552</orcidid><orcidid>https://orcid.org/0000-0001-5072-5489</orcidid><orcidid>https://orcid.org/0009-0002-8504-9788</orcidid><orcidid>https://orcid.org/0000-0002-5485-607X</orcidid><orcidid>https://orcid.org/0000-0002-9984-075X</orcidid><orcidid>https://orcid.org/0000-0003-0501-1035</orcidid><orcidid>https://orcid.org/0000-0003-1783-133X</orcidid><orcidid>https://orcid.org/0000-0002-7085-1383</orcidid><orcidid>https://orcid.org/0000-0003-1864-2151</orcidid><orcidid>https://orcid.org/0000-0001-9344-8514</orcidid><orcidid>https://orcid.org/0000-0002-8681-9601</orcidid><orcidid>https://orcid.org/0000-0002-0973-7530</orcidid><orcidid>https://orcid.org/0000-0001-9886-412X</orcidid><orcidid>https://orcid.org/0000-0002-5936-1877</orcidid><orcidid>https://orcid.org/0000-0003-1412-4592</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0009-9236
ispartof Clinical pharmacology and therapeutics, 2024-09, Vol.116 (3), p.690-702
issn 0009-9236
1532-6535
1532-6535
language eng
recordid cdi_hal_primary_oai_HAL_hal_04821733v1
source MEDLINE; Wiley Online Library Journals Frontfile Complete
subjects Aged
Antineoplastic Agents, Hormonal
Antineoplastic Agents, Hormonal - blood
Antineoplastic Agents, Hormonal - pharmacokinetics
Antineoplastic Agents, Hormonal - therapeutic use
Breast Neoplasms
Breast Neoplasms - drug therapy
Cancer
Cohort Studies
Computer Simulation
Cytochrome P-450 CYP2D6
Cytochrome P-450 CYP2D6 - genetics
Cytochrome P-450 CYP2D6 - metabolism
Female
Humans
Life Sciences
Middle Aged
Models, Biological
Nonlinear Dynamics
Pharmaceutical sciences
Pharmacology
Tamoxifen
Tamoxifen - analogs & derivatives
Tamoxifen - blood
Tamoxifen - pharmacokinetics
Tamoxifen - therapeutic use
Treatment Outcome
title Nonlinear Mixed‐Effects Model of Z‐Endoxifen Concentrations in Tamoxifen‐Treated Patients from the CEPAM Cohort
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-08T11%3A37%3A34IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_hal_p&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Nonlinear%20Mixed%E2%80%90Effects%20Model%20of%20Z%E2%80%90Endoxifen%20Concentrations%20in%20Tamoxifen%E2%80%90Treated%20Patients%20from%20the%20CEPAM%20Cohort&rft.jtitle=Clinical%20pharmacology%20and%20therapeutics&rft.au=Mc%20Laughlin,%20Anna%20M.&rft.aucorp=CYP2D6%20Endoxifen%20Percentage%20Activity%20Model%20(CEPAM)%20Consortium&rft.date=2024-09&rft.volume=116&rft.issue=3&rft.spage=690&rft.epage=702&rft.pages=690-702&rft.issn=0009-9236&rft.eissn=1532-6535&rft_id=info:doi/10.1002/cpt.3238&rft_dat=%3Cproquest_hal_p%3E2967057470%3C/proquest_hal_p%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2967057470&rft_id=info:pmid/38494911&rfr_iscdi=true