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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1212986</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2023.1212986</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Differences in metabolic transport and resistance mechanisms of Abemaciclib, Palbociclib, and Ribociclib</article-title>
<alt-title alt-title-type="left-running-head">Zhu and Zhu</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2023.1212986">10.3389/fphar.2023.1212986</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Zhimin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhu</surname>
<given-names>Qiongni</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1885232/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Pharmaceutics</institution>, <institution>Shanghai Eighth People&#x2019;s Hospital</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pharmacy</institution>, <institution>Ruijin Hospital</institution>, <institution>Shanghai Jiao Tong University School of Medicine</institution>, <addr-line>Shanghai</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1022636/overview">Amit Kumar Pandey</ext-link>, National Institute of Pharmaceutical Education and Research, Ahmedabad, India</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/53634/overview">James M. Rae</ext-link>, University of Michigan, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Qiongni Zhu, <email>nhuxiaoni@126.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1212986</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>06</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Zhu and Zhu.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Zhu and Zhu</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) play a crucial role in cancer treatment, particularly in breast cancer, and their mechanism of drug resistance is a topic of global interest in research. Hence, it is vital to comprehend the distinctions between various CDK4/6i, including their mechanisms of action and resistance mechanisms. This article aims to summarize the metabolic and transport variations as well as the differences in resistance among the three FDA-approved CDK4/6 inhibitors: Abemaciclib, Palbociclib, and Ribociclib. It also aims to discuss how these differences impact the effectiveness and safety of anticancer drugs. It was conducted in March 2023 to search PubMed, Embase, and Web of Science for literature related to this topic. Despite all being CDK4/6i, differences in their metabolism and transport were found, which are related to their chemical structure. Moreover, there are variations in preclinical pharmacology, pharmacokinetics, and clinical safety and efficacy of the different inhibitors. Genetic mutations, drug tolerance, and other factors may influence CDK4/6 resistance mechanisms. Currently, the resistance mechanisms differences of the three drugs remain largely unknown, and there are differences in the resistance mechanisms among them, necessitating further exploration and research.</p>
</abstract>
<kwd-group>
<kwd>targeted therapy</kwd>
<kwd>CDK4/6 inhibitors</kwd>
<kwd>metabolizer transport</kwd>
<kwd>drug resistance</kwd>
<kwd>Abemaciclib</kwd>
<kwd>Palbociclib</kwd>
<kwd>Ribociclib</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Pharmacology of Anti-Cancer Drugs</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Dysregulation of the cell cycle and persistent cell proliferation due to cyclin-dependent kinase (CDK) activation are important markers of tumorigenesis. Currently marketed CDK4/6 inhibitors (CDK4/6i) belong to the third generation of CDK inhibitors. In compared to the non-selective CDK inhibitors such as Flavopiridol, Roscovitine and Olomucine, as well as broad-spectrum CDK inhibitors including Dinaciclib and AG-024322, CDK4/6i inhibitors demonstrate the ability to impede the cell cycle from G1 to S phase and, while also maintaining a superior equilibrium between antitumor efficacy and safety (<xref ref-type="bibr" rid="B7">Chen et al., 2016</xref>). Until now, a total of 5 CDK4/6i have been approved for marketing worldwide, and multiple CDK4/6i are still in the clinical research. Abemaciclib, Ribociclib, Palbociclib, and Trilaciclib have been approved by the Food and Drug Administration (FDA) for marketing, and all except Trilaciclib, which is used for chemotherapy-induced bone marrow suppression, are used for cancer treatment. Dalpiciclib (SHR6390) was approved by the National Medical Products Administration (NMPA) on 31 December 2021, in China.</p>
<p>CDK4/6 inhibitors play a crucial role in cancer treatment, particularly in breast cancer, and their mechanism of drug resistance is a topic of global interest in research (<xref ref-type="bibr" rid="B64">Pang et al., 2022</xref>). The latest domestic and foreign guidelines recommend the use of CDK4/6i for adjuvant and advanced treatment of hormone receptor-positive (HR&#x2b;) breast cancer patients (<xref ref-type="bibr" rid="B27">Gradishar et al., 2022</xref>; <xref ref-type="bibr" rid="B43">Li and Jiang, 2022</xref>). Even though CDK4/6i have shown significant clinical benefits in HR &#x2b; breast cancer (<xref ref-type="bibr" rid="B70">Scheidemann and Shajahan-Haq, 2021</xref>; <xref ref-type="bibr" rid="B80">Xu et al., 2021</xref>). Studies indicate that approximately 20% of HR &#x2b; breast cancer treated with CDK4/6i experience primary resistance (<xref ref-type="bibr" rid="B41">Kong et al., 2019</xref>), while over 30% of patients develop secondary resistance (<xref ref-type="bibr" rid="B57">O&#x27;Leary et al., 2018</xref>). The development of resistance in almost all patients during treatment poses new challenges for managing this disease (<xref ref-type="bibr" rid="B70">Scheidemann and Shajahan-Haq, 2021</xref>). Multi-omics analysis has revealed that distinct CDK4/6i exhibit pharmacological and clinical activity differences. Moreover, these CDK4/6i drugs induce significant variations in transcriptional, proteomic, and phenotypic changes (<xref ref-type="bibr" rid="B31">Hafner et al., 2019</xref>). The toxicity and adverse effects of CDK4/6i differ significantly. For instance, Abemaciclib causes gastrointestinal toxicity, Palbociclib is mainly hemotoxic, and Ribociclib increases the risk of cardiotoxicity (<xref ref-type="bibr" rid="B23">Gao et al., 2020</xref>). A study has demonstrated that patients who exhibit resistance to Palbociclib with a high expression of cyclin E1 (CCNE1) may derive greater benefits from treatment with Abemaciclib as opposed to Ribociclib (<xref ref-type="bibr" rid="B76">Turner et al., 2019</xref>). It is vital to comprehend the distinctions between various CDK4/6i, including their mechanisms of action and resistance mechanisms. This article aims to provide a summary of the metabolic and transport variations and resistance differences of the three CDK4/6i (Abemaciclib, Palbociclib, and Ribociclib) that have been approved by the FDA for treating tumors. It also aims to discuss how these differences impact the effectiveness and safety of anticancer drugs.</p>
</sec>
<sec id="s2">
<title>2 Metabolic and transport differences</title>
<p>CDK4/6i are oral medications, which makes them a convenient treatment option for patients. Metabolic and transport difference have been identified for Abemaciclib, Palbociclib, and Ribociclib in <xref ref-type="table" rid="T1">Table 1</xref>, which may influence the efficacy and safety. By understanding these genetic differences, healthcare professionals can tailor the treatment to the individual patient, potentially improving outcomes and reducing adverse effects. The three CDK4/6i are primarily metabolized in the liver via the cytochrome P4503A4 enzyme (CYP3A4) (<xref ref-type="bibr" rid="B85">Yu et al., 2017</xref>; <xref ref-type="bibr" rid="B72">Sorf et al., 2018</xref>; <xref ref-type="bibr" rid="B84">Yu et al., 2019</xref>). Abemaciclib is a sensitive substrate for CYP3A4 (<xref ref-type="bibr" rid="B84">Yu et al., 2019</xref>), which means that the activity of this enzyme can significantly impact the drug&#x2019;s metabolism and elimination from the body. On the other hand, Ribociclib is a strong inhibitor of CYP3A (<xref ref-type="bibr" rid="B72">Sorf et al., 2018</xref>; <xref ref-type="bibr" rid="B84">Yu et al., 2019</xref>), which can potentially increase the concentration of other drugs that are metabolized through this pathway. It is important to note that Palbociclib is also affected by CYP3A4, but it does not appear to be a sensitive substrate or a strong inhibitor. The CYP3A4 mediated interaction can increase the risk of adverse effects, such as toxicity or drug interactions, and may require dose adjustments or avoidance of co-administration with other CYP3A substrates or inhibitors for Palbociclib (<xref ref-type="bibr" rid="B51">Mart&#xed;nez-Ch&#xe1;vez et al., 2019</xref>; <xref ref-type="bibr" rid="B54">Molenaar-Kuijsten et al., 2022</xref>; <xref ref-type="bibr" rid="B66">Patil et al., 2022</xref>) and Ribociclib (<xref ref-type="bibr" rid="B66">Patil et al., 2022</xref>). A Study has shown that transgenic CYP3A4 drastically reduces the plasma concentration of Abemaciclib (<xref ref-type="bibr" rid="B50">Mart&#xed;nez-Ch&#xe1;vez et al., 2022</xref>). However, there is also another study suggested that Abemaciclib does not influence CYP3A4 substrates pharmacokinetics which has used mild inhibitors (<xref ref-type="bibr" rid="B77">Turner et al., 2020</xref>). In short, the three CDK4/6i are primarily metabolized by CYP3A4 <italic>in vivo</italic>, but the extent of this influence may differ between the drugs. Therefore, it is important to consider potential drug interactions and the patient&#x2019;s individual characteristics when selecting and dosing CDK4/6i to optimize treatment outcomes and minimize adverse effects.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Metabolic and transport differences of Abemaciclib, Palbociclib, and Ribociclib.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Biomarkers</th>
<th align="left">Abemaciclib</th>
<th align="left">Palbociclib</th>
<th align="left">Ribociclib</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">CYP3A4</td>
<td align="left">Sensitive substrates (<xref ref-type="bibr" rid="B84">Yu et al., 2019</xref>)</td>
<td align="left">Palbociclib is mainly metabolized by CYP3A4 (<xref ref-type="bibr" rid="B85">Yu et al., 2017</xref>)</td>
<td align="left">Strong inhibitors (<xref ref-type="bibr" rid="B72">Sorf et al., 2018</xref>; <xref ref-type="bibr" rid="B84">Yu et al., 2019</xref>)</td>
</tr>
<tr>
<td align="left">Transgenic CYP3A4 drastically reduced the Abemaciclib plasma (<xref ref-type="bibr" rid="B50">Mart&#xed;nez-Ch&#xe1;vez et al., 2022</xref>)</td>
<td align="left">CYP3A4-mediated drug interactions with Palbociclib (<xref ref-type="bibr" rid="B54">Molenaar-Kuijsten et al., 2022</xref>; <xref ref-type="bibr" rid="B66">Patil et al., 2022</xref>)</td>
<td align="left">CYP3A4-mediated drug interactions with Ribociclib (<xref ref-type="bibr" rid="B66">Patil et al., 2022</xref>)</td>
</tr>
<tr>
<td align="left">No significant impact on pharmacokinetics (<xref ref-type="bibr" rid="B77">Turner et al., 2020</xref>)</td>
<td align="left"/>
<td align="left">CYP3A4 restricts Ribociclib oral bioavailability (<xref ref-type="bibr" rid="B51">Mart&#xed;nez-Ch&#xe1;vez et al., 2019</xref>)</td>
</tr>
<tr>
<td align="left">CYP3A5</td>
<td align="left">&#x2014;</td>
<td align="left">CYP3A5&#x2a;1/&#x2a;3 may lead to enhanced drug metabolism and reduced plasma concentration (<xref ref-type="bibr" rid="B69">Roncato et al., 2022</xref>)</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">CYP1A2</td>
<td align="left">No significant impact on pharmacokinetics (<xref ref-type="bibr" rid="B77">Turner et al., 2020</xref>)</td>
<td align="left">&#x2014;</td>
<td align="left">Ribociclib inhibits CYP1A2 (<xref ref-type="bibr" rid="B72">Sorf et al., 2018</xref>)</td>
</tr>
<tr>
<td align="left">CYP2C9</td>
<td align="left">No significant impact on pharmacokinetics (<xref ref-type="bibr" rid="B77">Turner et al., 2020</xref>)</td>
<td align="left">&#x2014;</td>
<td align="left">Ribociclib inhibits CYP2C9 (<xref ref-type="bibr" rid="B72">Sorf et al., 2018</xref>)</td>
</tr>
<tr>
<td align="left">CYP2D6</td>
<td align="left">No significant impact on pharmacokinetics (<xref ref-type="bibr" rid="B77">Turner et al., 2020</xref>)</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">SULT2A1</td>
<td align="left">&#x2014;</td>
<td align="left">Responsible for metabolizing 26% of Palbociclib (<xref ref-type="bibr" rid="B85">Yu et al., 2017</xref>)</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td rowspan="4" align="left">ABCB1</td>
<td align="left">ABCB1 2677G&#x3e;T/A homozygous type is associated with a higher abemaciclib concentration (<xref ref-type="bibr" rid="B46">Maeda et al., 2022</xref>; <xref ref-type="bibr" rid="B45">Maeda et al., 2023</xref>)</td>
<td align="left">Palbociclib resistance is mediated by ABCB1 (<xref ref-type="bibr" rid="B22">Fu et al., 2022</xref>)</td>
<td align="left">Substrate and potent inhibitor of ABCB1 (<xref ref-type="bibr" rid="B72">Sorf et al., 2018</xref>)</td>
</tr>
<tr>
<td align="left">Remarkably enhanced the efficacy of chemotherapeutic drugs in ABCB1 or ABCG2 over-expressing cancer (<xref ref-type="bibr" rid="B79">Wu et al., 2017</xref>)</td>
<td align="left">ABCB1_rs1128503 is potential risk factors for neutropenia (<xref ref-type="bibr" rid="B36">Iwata et al., 2021</xref>)</td>
<td align="left">P-glycoprotein limits Ribociclib brain exposure (<xref ref-type="bibr" rid="B51">Mart&#xed;nez-Ch&#xe1;vez et al., 2019</xref>)</td>
</tr>
<tr>
<td align="left">ABCB1 limit brain penetration and total plasma exposure of abemaciclib (<xref ref-type="bibr" rid="B50">Mart&#xed;nez-Ch&#xe1;vez et al., 2022</xref>)</td>
<td align="left">Palbociclib is a substrate of P-gp (<xref ref-type="bibr" rid="B14">de Gooijer et al., 2015</xref>)</td>
<td align="left"/>
</tr>
<tr>
<td align="left"/>
<td align="left">ABCB1-rs1128503, rs1045642, and rs2032582 may increase oral drug absorption and plasma concentration (<xref ref-type="bibr" rid="B69">Roncato et al., 2022</xref>)</td>
<td align="left"/>
</tr>
<tr>
<td align="left">ABCG2</td>
<td align="left">ABCG2 limit brain penetration and total plasma exposure of abemaciclib (<xref ref-type="bibr" rid="B50">Mart&#xed;nez-Ch&#xe1;vez et al., 2022</xref>)</td>
<td align="left">Palbociclib is a substrate of BCRP (<xref ref-type="bibr" rid="B14">de Gooijer et al., 2015</xref>)</td>
<td align="left">Ribociclib as a potent inhibitor of ABCG2 (<xref ref-type="bibr" rid="B72">Sorf et al., 2018</xref>)</td>
</tr>
<tr>
<td align="left">OATP1B1</td>
<td align="left">&#x2014;</td>
<td align="left">Fatal Statin induced rhabdomyolysis by possible interaction with Palbociclib through OATP1B1 (<xref ref-type="bibr" rid="B55">Nelson et al., 2017</xref>)</td>
<td align="left">Ribociclib can potentially inhibit OATP1B1 (<xref ref-type="bibr" rid="B74">Streicher et al., 2021</xref>)</td>
</tr>
<tr>
<td align="left">OATP1B3</td>
<td align="left">&#x2014;</td>
<td align="left">&#x2014;</td>
<td align="left">Ribociclib can potentially inhibit OATP1B3 (<xref ref-type="bibr" rid="B74">Streicher et al., 2021</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Although CYP3A4 is the primary enzyme responsible for the metabolism of CDK4/6i, other liver enzyme metabolism genes may also play a role in drug efficacy and safety. CYP3A5 is a closely related enzyme to CYP3A4 (<xref ref-type="bibr" rid="B35">Hlavica, 2017</xref>). One study found that the CYP3A5 &#x2a;1/&#x2a;3 genotype may associated with lower plasma concentrations of Palbociclib, suggesting that individuals with the CYP3A5 1/&#x2a;3 genotype may exhibit a more effective metabolism of Palbociclib (<xref ref-type="bibr" rid="B69">Roncato et al., 2022</xref>). Nevertheless, there is insufficient data regarding the potential influence of CYP3A5 genetic variations on the metabolism and pharmacokinetics of Abemaciclib and Ribociclib. Some studies have explored the effects of other metabolism genes on the pharmacokinetics and pharmacodynamics of CDK4/6i. One study suggested that Ribociclib may have the potential for drug-drug interactions by inhibiting CYP1A2 and CYP2C9 (<xref ref-type="bibr" rid="B72">Sorf et al., 2018</xref>), which are important enzymes in drug metabolism. On the other hand, another study found that Abemaciclib did not influence the pharmacokinetics of CYP1A2, CYP2C9, and CYP2D6 substrates (<xref ref-type="bibr" rid="B77">Turner et al., 2020</xref>). However, there is limited data available on the potential impact of metabolism genes on the pharmacokinetics and pharmacodynamics of Palbociclib. It has been reported that approximately 26% of Palbociclib is metabolized by sulfotransferase family 2A member 1 (SULT2A1) (<xref ref-type="bibr" rid="B85">Yu et al., 2017</xref>). However, there is currently no information available regarding the potential role of SULT2A1 in the metabolism and pharmacokinetics of Abemaciclib and Ribociclib. These findings suggest that genetic variations may influence the metabolism and response to CDK4/6i, and personalized dosing strategies may be necessary to optimize treatment outcomes. A deeper understanding of the clinical implications of genetic variability in CDK4/6i metabolism depends on further studies to confirm these findings.</p>
<p>There are still some differences in the metabolism and transport that have not been fully elucidated. Studies have shown that Palbociclib is a substrate for ATP Binding Cassette Subfamily B Member 1 (ABCB1, also known as P-glycoprotein) and ATP binding cassette subfamily G member 2 (ABCG2, protein BCRP) (<xref ref-type="bibr" rid="B14">de Gooijer et al., 2015</xref>; <xref ref-type="bibr" rid="B51">Mart&#xed;nez-Ch&#xe1;vez et al., 2019</xref>; <xref ref-type="bibr" rid="B22">Fu et al., 2022</xref>). Ribociclib is a substrate of ABCB1 and a potent inhibitor of ABCB1 and ABCG2 (<xref ref-type="bibr" rid="B72">Sorf et al., 2018</xref>), while Abemaciclib acts as both substrate (<xref ref-type="bibr" rid="B50">Mart&#xed;nez-Ch&#xe1;vez et al., 2022</xref>) and inhibitor (<xref ref-type="bibr" rid="B79">Wu et al., 2017</xref>). Therefore, Abemaciclib has been shown to be less efflux efficient than Palbociclib and penetrates the central nervous system better (<xref ref-type="bibr" rid="B68">Raub et al., 2015</xref>). Studies have investigated the relationship between CDK4/6i and efflux transporters. Abemaciclib concentrations are higher when ABCB1 2677G&#x3e;T/A is homozygous (<xref ref-type="bibr" rid="B46">Maeda et al., 2022</xref>; <xref ref-type="bibr" rid="B45">Maeda et al., 2023</xref>). Palbociclib oral absorption and plasma levels may be affected by ABCB1-rs1128503, rs1045642, and rs2032582 (<xref ref-type="bibr" rid="B69">Roncato et al., 2022</xref>). ABCB1_rs1128503 is potential risk factor for Palbociclib grade 3/4 neutropenia in non-Asian patients (<xref ref-type="bibr" rid="B36">Iwata et al., 2021</xref>). Fatal Statin-induced rhabdomyolysis may be a consequence of the interaction with Palbociclib (<xref ref-type="bibr" rid="B55">Nelson et al., 2017</xref>) and Ribociclib (<xref ref-type="bibr" rid="B74">Streicher et al., 2021</xref>) by organic anion transporting polypeptides OATP1B1 and OATP1B3. Some studies have suggested that the differences in efflux transport of the three CDK4/6i may be related to their chemical structures (<xref ref-type="bibr" rid="B1">Abdelmalak et al., 2022</xref>), while others have suggested that there may be other factors involved that are not yet fully understood. Additionally, there is some controversy in the literature regarding the role of efflux transporters in the pharmacokinetics and pharmacodynamics of CDK4/6i. It is still necessary to conduct further research to fully understand the mechanisms of CDK4/6i metabolism, transport and to identify potential strategies to optimize their efficacy and safety.</p>
</sec>
<sec id="s3">
<title>3 Chemical structure, preclinical pharmacology, pharmacokinetic differences</title>
<p>The CDK4/6i have different chemical structures, preclinical pharmacology, and pharmacokinetic differences which may affect their efficacy and safety profiles (<xref ref-type="bibr" rid="B24">George et al., 2021</xref>). Abemaciclib, Palbociclib, and Ribociclib were derivatives of pyrimidine, pyridopyrimidine, triazolopyridine, respectively. Abemaciclib is unique among the three drugs in that it contains two fluorine atoms (<xref ref-type="bibr" rid="B7">Chen et al., 2016</xref>). Since Ribociclib and Palbociclib have larger substituents, they are more lipophilic and have larger binding sites than Abemaciclib (<xref ref-type="bibr" rid="B49">Marra and Curigliano, 2019</xref>). This can affect the drugs&#x2019; pharmacokinetics and pharmacodynamics, including their absorption, distribution, metabolism, and elimination in the body, as well as their specific interactions with target proteins. Palbociclib, Ribociclib, and Abemaciclib have slightly different selectivity for different cyclin-dependent kinases (<xref ref-type="bibr" rid="B4">Braal et al., 2021</xref>). A study has shown that Abemaciclib inhibits CDK4 more selectively than CDK6, with a selectivity ratio of about 5:1, which may result in lower hematological toxicity than Palbociclib and Ribociclib. However, Abemaciclib also has inhibitory effects on other kinases (<xref ref-type="bibr" rid="B40">Kim et al., 2018</xref>), including CDK2/Cyclin A/E, CDK4/6, and CDK1/Cyclin B which is associated with CDK resistance (<xref ref-type="bibr" rid="B31">Hafner et al., 2019</xref>), resulting in specific gastrointestinal toxicity of Abemaciclib. In contrast, Ribociclib has a higher selectivity for inhibiting CDK4 with weaker inhibition of other kinases, However, there are some adverse effects in the electrocardiogram. The transcriptional, proteome, and phenotypic changes induced simultaneously by Palbociclib, Ribociclib, and Abemaciclib are significantly different (<xref ref-type="bibr" rid="B31">Hafner et al., 2019</xref>). Palbociclib, Ribociclib, and Abemaciclib have different pharmacokinetic profiles, including their half-life. According to the drug labels and clinical studies, the different pharmacokinetic profiles of these drugs may affect their dosing schedules, frequency of administration, and potential drug interactions.</p>
<p>Abemaciclib is typically administered twice daily at a dosage of 150&#xa0;mg, whereas Palbociclib is given once daily at a 125&#xa0;mg dosage for 21 consecutive days, followed by a 7-day interval. Ribociclib, on the other hand, is prescribed at a daily dosage of 600&#xa0;mg for a 3-weeks period, followed by a 1-week break, with the option of adjusting the dosage based on individual patient considerations. The varying dosing schedules may impact treatment adherence and patient quality of life (<xref ref-type="bibr" rid="B34">Higano and Hafron, 2023</xref>; <xref ref-type="bibr" rid="B42">Koni et al., 2023</xref>), as some patients may prefer less frequent dosing while others may tolerate daily dosing better. Furthermore, the expenses and resource allocation linked to the administration of these drugs may be influenced by the dosing regimens (<xref ref-type="bibr" rid="B73">Srivastava et al., 2013</xref>; <xref ref-type="bibr" rid="B65">Patel et al., 2023</xref>), particularly in outpatient environment where frequent monitoring and interventions may be required. It is important to note that while the endorsed doses and schedules for these agents founded on clinical trials and practical experience, the heterogeneity in drug exposure due to variations in metabolism and clearance among patients may lead to inter-patient differences in effectiveness and adverse effects. Consequently, the utilization of pharmacodynamic biomarkers or serum drug levels for therapeutic drug monitoring may facilitate the optimization of dosing and reduction of toxicity in specific patient cohorts. Additionally, clinical investigations have demonstrated that these medications may exhibit distinct profiles of adverse effect, necessitating the implementation of dose reductions or interruptions to mitigate toxicities. As a result, drug recommendations may differ across populations (<xref ref-type="bibr" rid="B18">El Rassy et al., 2018</xref>), underscoring the importance of meticulously evaluating each drug&#x2019;s dosing regimen, potential side effects, and patient-specific factors to optimize the efficacy and safety of CDK4/6 inhibitor therapy. In addition, ongoing research is required to examine the most effective administration schedules, sequencing, and amalgamations of these agents, along with their enduring toxicity and efficacy profiles.</p>
</sec>
<sec id="s4">
<title>4 The resistance mechanisms to different CDK4/6i</title>
<p>The mechanism of resistance to CDK4/6i can be influenced by various factors, such as genetic mutations, drug tolerance, cellular environment, drug resistance genes, and drug metabolism. Including abnormal CDK activity, loss of PTEN function (<xref ref-type="bibr" rid="B11">Costa et al., 2020</xref>), AKT1 (<xref ref-type="bibr" rid="B2">Alves et al., 2021</xref>), PI3K mutation (<xref ref-type="bibr" rid="B3">Bardia et al., 2021</xref>), mTOR (<xref ref-type="bibr" rid="B82">Yoshida et al., 2019</xref>), CDK2 activation, etc. According to studies, Abemaciclib cross-resistance is incomplete with Palbociclib or Ribociclib. In spite of the fact that they are all CDK4/6i, their chemical structures and inhibitory profiles differ slightly from one another, which may lead to different activities and resistance mechanisms in different cells and tumor types. In this article we subdivided the different resistance mechanisms (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>The resistance mechanisms to Abemaciclib, Palbociclib, and Ribociclib.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Biomarker</th>
<th align="left">Cancer</th>
<th align="left">Description</th>
<th align="left">Abemaciclib</th>
<th align="left">Palbociclib</th>
<th align="left">Ribociclib</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">RB1</td>
<td align="left">HR &#x2b; BC</td>
<td rowspan="2" align="left">Genetic and epigenetic deactivation of RB1 gene results in resistance to CDK4/6 inhibitors; RB1 serves as a valuable marker of resistance</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B57">O&#x27;Leary et al. (2018)</xref>; <xref ref-type="bibr" rid="B11">Costa et al. (2020);</xref> <xref ref-type="bibr" rid="B2">Alves et al. (2021);</xref> <xref ref-type="bibr" rid="B3">Bardia et al. (2021);</xref> <xref ref-type="bibr" rid="B82">Yoshida et al. (2019);</xref> <xref ref-type="bibr" rid="B47">Malorni et al. (2016);</xref> <xref ref-type="bibr" rid="B33">Herrera-Abreu et al. (2016)</xref>
</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B2">Alves et al. (2021);</xref> <xref ref-type="bibr" rid="B3">Bardia et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">Melanoma</td>
</tr>
<tr>
<td rowspan="2" align="left">PI3K-PDK1</td>
<td rowspan="2" align="left">ER &#x2b; BC</td>
<td align="left">Ribociclib-resistant breast cancer cells selected by chronic drug exposure displayed a relative increase in the levels of PDK1 and activation of the AKT pathway</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B15">Dean et al. (2010)</xref>
</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B15">Dean et al. (2010)</xref>
</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B15">Dean et al. (2010)</xref>
</td>
</tr>
<tr>
<td align="left">Ribociclib, in combination with GSK2334470(PDK1inhibitor) or alpelisib (PI3K&#x3b1; inhibitor), decreased xenograft tumor growth more potently than each drug alone</td>
</tr>
<tr>
<td align="left">PI3K/mTOR</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">Treatment with the p110&#x3b1;-selective PI3K inhibitor, alpelisib (BYL719), completely blocked the progression of acquired CDK4/6 inhibitor-resistant xenografts in the absence of continued CDK4/6 inhibitor treatment in models of both PIK3CA mutant and wild-type ER&#x2b;/HER2- breast cancer</td>
<td align="left">
<xref ref-type="bibr" rid="B9">Condorelli et al. (2018)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B9">Condorelli et al. (2018);</xref> <xref ref-type="bibr" rid="B78">Wander et al. (2020)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B9">Condorelli et al. (2018)</xref>
</td>
</tr>
<tr>
<td rowspan="3" align="left">FGFR</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">High FGFR2 expression correlates with sensitivity to CDK4/6i &#x2b; endocrine therapy; activating mutations and/or amplifications of FGFR1 and FGFR2 in ER &#x2b; -resistant breast cancer patients</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B83">Young et al. (2014);</xref> <xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019);</xref> <xref ref-type="bibr" rid="B83">Young et al. (2014);</xref> <xref ref-type="bibr" rid="B56">O&#x27;Brien et al. (2020);</xref> <xref ref-type="bibr" rid="B6">Chen et al. (2019)</xref>
</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B83">Young et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">ER &#x2b; MBC</td>
<td align="left">41% patients after progression on CDK4/6 inhibitors identified FGFR1/2 amplification or activating mutations</td>
</tr>
<tr>
<td align="left">KRAS-mutant Non-Small Cell Lung Cancer</td>
<td align="left">FGFR1&#x2013;MAP kinase&#x2013;mTOR pathway resulting in increased expression of D-cyclins and CDK6 that confers Palbociclib resistance</td>
</tr>
<tr>
<td align="left">FAT1-hippo</td>
<td align="left">ER &#x2b; BC</td>
<td align="left">Loss of the FAT1 Tumor Suppressor Promotes Resistance to CDK4/6 Inhibitors via the Hippo Pathway</td>
<td align="left">
<xref ref-type="bibr" rid="B37">Jansen et al. (2017)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B37">Jansen et al. (2017)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B37">Jansen et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">WEE1</td>
<td align="left">ER &#x2b; BC cells</td>
<td align="left">Targeting WEE1 Inhibits Growth of Breast Cancer Cells That Are Resistant to CDK4/6 Inhibitors</td>
<td align="left">
<xref ref-type="bibr" rid="B21">Formisano et al. (2019)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B21">Formisano et al. (2019)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B21">Formisano et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">miR-432&#x2013;5</td>
<td align="left">ER &#x2b; BC cells</td>
<td align="left">Resistance was mediated by exosomal miRNA (miR-432-5p), causing increased expression of CDK6 to overcome G1 arrest and promote cell survival</td>
<td align="left">
<xref ref-type="bibr" rid="B48">Mao et al. (2020)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B48">Mao et al. (2020)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B48">Mao et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="left">CDK6</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">The high expression of CDK6 protein was found to be closely linked with resistance to Palbociclib and Abemaciclib</td>
<td align="left">
<xref ref-type="bibr" rid="B12">Croessmann et al. (2019);</xref> <xref ref-type="bibr" rid="B62">Pandey et al. (2021)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B12">Croessmann et al. (2019)</xref>
</td>
<td align="left"/>
</tr>
<tr>
<td rowspan="3" align="left">CCNE-CDK2</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">Over-expression or amplification of CCNE1 and CCNE2 is linked with resistance to treatment in ER&#x2b;/HER2- breast cancers</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B5">Cen et al. (2012);</xref> <xref ref-type="bibr" rid="B25">Gong et al. (2017);</xref> <xref ref-type="bibr" rid="B28">Green et al. (2019);</xref> <xref ref-type="bibr" rid="B76">Turner et al. (2019);</xref> <xref ref-type="bibr" rid="B82">Yoshida et al. (2019);</xref> <xref ref-type="bibr" rid="B2">Alves et al. (2021);</xref> <xref ref-type="bibr" rid="B52">Maylina et al. (2023)</xref>
</td>
<td rowspan="3" align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Gastric Cancer</td>
<td align="left">HR&#x2b;/HER2- breast cancers that are resistant to treatment have an increased presence of cytoplasmic cyclin E</td>
</tr>
<tr>
<td align="left"/>
<td align="left">CDK4/6 inhibitors resistance cell due to CCNE1 amplification could be made responsive again by targeting CDK2</td>
</tr>
<tr>
<td rowspan="4" align="left">CDKN2A</td>
<td align="left">BC cells</td>
<td rowspan="4" align="left">Elevated levels of CDKN2A are indicative of insensitivity to Palbociclib, whereas low levels do not necessarily correlate with sensitivity. It is suggested that high CDKN2 levels may lead to reduced CDK4/6 activity and resistance to CDK4/6 inhibitors. Furthermore, high levels of CDKN2A protein may suggest the loss of RB1 function</td>
<td rowspan="4" align="left">
<xref ref-type="bibr" rid="B32">Haines et al. (2018)</xref>
</td>
<td rowspan="4" align="left">
<xref ref-type="bibr" rid="B33">Herrera-Abreu et al. (2016);</xref> <xref ref-type="bibr" rid="B32">Haines et al. (2018);</xref> <xref ref-type="bibr" rid="B59">Olmez et al. (2018);</xref> <xref ref-type="bibr" rid="B39">Kharenko et al. (2022)</xref>
</td>
<td rowspan="4" align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">Canine Lymphoma cells</td>
</tr>
<tr>
<td align="left">Glioblastoma</td>
</tr>
<tr>
<td align="left">Melanoma</td>
</tr>
<tr>
<td align="left">CCND1</td>
<td align="left">ER &#x2b; BC</td>
<td align="left">In the case of resistance to Palbociclib and abemaciclib, CCND1 protein levels was found to be significantly upregulated. Genetic mutations that boost cyclin D1 expression were associated with high sensitivity to CDK4/6 inhibitors. Genomic aberrations that activate D-type cyclins were found to be linked with increased sensitivity to the CDK4/6 inhibitor abemaciclib</td>
<td align="left">
<xref ref-type="bibr" rid="B71">Sherr (2018);</xref> <xref ref-type="bibr" rid="B12">Croessmann et al. (2019)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B12">Croessmann et al. (2019)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">AKT1</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">AKT1 amplification and activating mutation were identified in resistant biopsies</td>
<td align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td rowspan="2" align="left">KRAS/HRAS/NRAS</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">Activating mutations in KRAS, HRAS and amplification in NRAS found in ER&#x2b;/HER2&#x2013;metastatic breast cancer with intrinsic and acquired resistance</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B26">Gottesman et al. (2019);</xref> <xref ref-type="bibr" rid="B82">Yoshida et al. (2019);</xref> <xref ref-type="bibr" rid="B61">Pandey et al. (2022)</xref>
</td>
<td rowspan="2" align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">KRAS-mutant Non-Small Cell Lung Cancer</td>
<td align="left">FGFR1&#x2013;MAP kinase&#x2013;mTOR pathway resulting in increased expression of D-cyclins and CDK6 that confers Palbociclib resistance</td>
</tr>
<tr>
<td align="left">c-Met/TrkA-B</td>
<td align="left">Glioblastoma</td>
<td align="left">Both <italic>in vitro</italic> and <italic>in vivo</italic> that dual inhibition of c-Met/Trk is able to overcome resistance to CDK4/6 inhibition</td>
<td align="left">
<xref ref-type="bibr" rid="B30">Guiley et al. (2019)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B30">Guiley et al. (2019)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">ERBB2</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">ERBB2 mutations hyperactivate the HER3/PI3K/AKT/mTOR axis</td>
<td align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019);</xref> <xref ref-type="bibr" rid="B60">Pancholi et al. (2020)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">ER</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">Inactivation of ER signaling correlates with resistance in breast cancer</td>
<td align="left">
<xref ref-type="bibr" rid="B57">O&#x27;Leary et al. (2018);</xref> <xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B57">O&#x27;Leary et al. (2018);</xref> <xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">AURKA</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">AURKA inhibition resulted in prolonged clinical benefit</td>
<td align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B82">Yoshida et al. (2019)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td rowspan="3" align="left">CDK4</td>
<td align="left">HR &#x2b; BC</td>
<td rowspan="3" align="left">The phosphorylation of CDK4 at T172 is indicative of its activity and sensitivity to CDK4/6 inhibitors. The amplification of CDK4 is associated with resistance to CDK4/6 inhibitors in sarcoma and glioblastoma</td>
<td rowspan="3" align="left">&#x2014;</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B59">Olmez et al. (2018);</xref> <xref ref-type="bibr" rid="B63">Pandey et al. (2020)</xref>
</td>
<td rowspan="3" align="left">
<xref ref-type="bibr" rid="B29">Guarducci et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">Rhabdomyosarcoma</td>
</tr>
<tr>
<td align="left">Glioblastoma</td>
</tr>
<tr>
<td align="left">SLC36A1-mTORC1 signaling</td>
<td align="left">Melanoma</td>
<td align="left">Reactivation of mammalian target of rapamycin 1 (mTORC1) signaling through increased expression of the amino acid transporter, solute carrier family 36 member 1 (SLC36A1), drives resistance to CDK4/6 inhibitors</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B18">El Rassy et al. (2018)</xref>
</td>
<td align="left">
<xref ref-type="bibr" rid="B18">El Rassy et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">RON</td>
<td align="left">ESR1 mutant BC</td>
<td align="left">RON was hyperactivated in acquired Palbociclib-resistant (PalbR) models</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B75">Thangavel et al. (2013)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">INF</td>
<td align="left">ER &#x2b; BC</td>
<td align="left">IFN-related signatures were highly enriched in patients with tumors exhibiting intrinsic resistance to CDK4/6i</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B38">Jin et al. (2020)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">HDAC5</td>
<td align="left">Prostate and BC</td>
<td align="left">HDAC5 Loss Impairs RB Repression of Pro-Oncogenic Genes and Confers CDK4/6 Inhibitor Resistance</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B10">Cornell et al. (2019)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">miR-223</td>
<td align="left">Luminal BC</td>
<td align="left">Anti&#x2013;miR-223 cells were significantly more resistant to Palbociclib</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B19">Fallah et al. (2021)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">miR-106b</td>
<td align="left">MCF-7</td>
<td align="left">miR106b cluster as being efficiently repressed with CDK4/6 inhibition in an E2F and RB-dependent manner</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B44">Li et al. (2018)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">TROJAN</td>
<td align="left">ER &#x2b; BC</td>
<td align="left">The inhibition of TROJAN abolished the activity of CDK2, reversing the resistance to CDK4/6 inhibitor</td>
<td align="left">&#x2014;</td>
<td align="left">
<xref ref-type="bibr" rid="B20">Finn et al. (2020)</xref>
</td>
<td align="left">&#x2014;</td>
</tr>
<tr>
<td align="left">PLK1</td>
<td align="left">HR &#x2b; BC</td>
<td align="left">The current study showed the significant association of the pole-like kinase 1 (PLK1) level and Palbociclib resistance. Moreover, the cumulative PLK1 inhibition in the G2/M phase by Abemaciclib proved to be a mechanism of the synergistic effect</td>
<td align="left"/>
<td align="left">
<xref ref-type="bibr" rid="B13">De Angelis et al. (2021)</xref>
</td>
<td align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>BC, breast cancer; HR&#x2b;, hormone receptor-positive; ER&#x2b;, estrogen receptor positive.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s4-1">
<title>4.1 Resistance mechanisms that are shared in Palbociclib, Ribociclib, and Abemaciclib</title>
<p>There are several pathways and mechanisms that have been confirmed to mediate the resistance of Palbociclib, Ribociclib, and Abemaciclib. Loss of RB1 function is a common mechanism of CDK4/6i resistance (<xref ref-type="bibr" rid="B57">O&#x27;Leary et al., 2018</xref>; <xref ref-type="bibr" rid="B47">Malorni et al., 2016</xref>; <xref ref-type="bibr" rid="B33">Herrera-Abreu et al., 2016</xref>; <xref ref-type="bibr" rid="B9">Condorelli et al., 2018</xref>; <xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>; <xref ref-type="bibr" rid="B15">Dean et al., 2010</xref>; <xref ref-type="bibr" rid="B83">Young et al., 2014</xref>). PI3K inhibitor alpelisib completely blocked the CDK4/6i resistant xenografts progression in both PIK3CA mutant and ER&#x2b;/HER2-breast cancer (<xref ref-type="bibr" rid="B56">O&#x27;Brien et al., 2020</xref>; <xref ref-type="bibr" rid="B6">Chen et al., 2019</xref>). Kinome-wide siRNA screen identified 3-Phosphoinositide-dependent protein kinase 1 (PDK1) as a key modulator of Ribociclib sensitivity in MCF-7 and exhibited cross-resistance to Palbociclib and Abemaciclib (<xref ref-type="bibr" rid="B37">Jansen et al., 2017</xref>). ER &#x2b; breast cancer cells transduced with Fibroblast growth factor receptor 1 (FGFR1) was resistant to CDK4/6i. Breast cancer cells expressing FGFR1, transduced with FGFR1 or amplified with FGFR1 were resistant to CDK4/6i (<xref ref-type="bibr" rid="B57">O&#x27;Leary et al., 2018</xref>; <xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>; <xref ref-type="bibr" rid="B21">Formisano et al., 2019</xref>; <xref ref-type="bibr" rid="B48">Mao et al., 2020</xref>; <xref ref-type="bibr" rid="B20">Finn et al., 2020</xref>). A loss of FAT1 promotes CDK4/6i resistance via the Hippo Pathway (<xref ref-type="bibr" rid="B44">Li et al., 2018</xref>). When WEE1 is targeted, it inhibits the growth of CDK4/6i-resistant breast cancer cells (<xref ref-type="bibr" rid="B19">Fallah et al., 2021</xref>). CDK6 expression was increased in response to exosomal miRNAs (miR-432-5p), allowing cells to survive and overcome G1 arrest (<xref ref-type="bibr" rid="B10">Cornell et al., 2019</xref>). These pathways and mechanisms are complex and interconnected, and their involvement in mediating resistance to CDK4/6i may vary depending on the specific cancer type and individual patient characteristics. The shared presence of these mechanisms across the three CDK4/6i implies their role as common determinants of resistance to CDK4/6 Inhibition.</p>
</sec>
<sec id="s4-2">
<title>4.2 Resistance mechanisms may not be shared</title>
<p>Palbociclib, the first CDK4/6i to be approved, has been more thoroughly investigated for its resistance mechanism compared to other CDK4/6i. The following mechanisms were only studied in Palbociclib and not in Abemaciclib and Ribociclib. LncRNA TROJAN bind to NKRF and inhibits the interaction with RELA, restoring CDK2 expression and reversing CDK4/6 resistance (<xref ref-type="bibr" rid="B38">Jin et al., 2020</xref>). The miR106b (<xref ref-type="bibr" rid="B75">Thangavel et al., 2013</xref>) and miR-223 (<xref ref-type="bibr" rid="B8">Citron et al., 2020</xref>) were efficiently repressed with Palbociclib in an E2F and RB-dependent manner. Lack of HDAC5 impairs RB repression of pro-oncogenic genes and confers resistance to Palbociclib (<xref ref-type="bibr" rid="B86">Zhou et al., 2021</xref>). Palbociclib-resistant tumors exhibited high levels of IFN-related signatures (<xref ref-type="bibr" rid="B13">De Angelis et al., 2021</xref>) and RON hyperactivated (<xref ref-type="bibr" rid="B17">Dustin et al., 2021</xref>). The increase of TK1 and CDK9 are associated with clinical resistance to Palbociclib (<xref ref-type="bibr" rid="B16">Del Re et al., 2019</xref>). The development of resistance to Palbociclib caused elevated expression of genes including CDK7, the master regulator of the cell cycle. Additionally, loss of ER and RB1 has been shown to increase sensitivity to CDK7 inhibition (<xref ref-type="bibr" rid="B60">Pancholi et al., 2020</xref>). Inhibition of PLK1 cumulatively by eribulin or abemaciclib in the G2/M phase proved to be one mechanism for synergistic effects in Palbociclib resistance (<xref ref-type="bibr" rid="B61">Pandey et al., 2022</xref>). It is observed that high levels of CDKN1B may predict resistance to Palbociclib (<xref ref-type="bibr" rid="B26">Gottesman et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Guiley et al., 2019</xref>). Indeed, the resistance mechanisms mentioned above have only been extensively studied in Palbociclib, and their relevance to resistance to Abemaciclib and Ribociclib is still not clear. However, it is worth noting that Palbociclib was the first CDK4/6i to receive FDA approval, and its specific resistance mechanisms may differ from those of Abemaciclib and Ribociclib. Further research is needed to elucidate the resistance mechanisms of all CDK4/6i.</p>
<p>Inactivation of the ER signaling pathway (<xref ref-type="bibr" rid="B57">O&#x27;Leary et al., 2018</xref>; <xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>) and ERBB2 mutations (<xref ref-type="bibr" rid="B12">Croessmann et al., 2019</xref>; <xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>) is closely associated with Abemaciclib and Palbociclib resistance. The presence of activating mutations in KRAS and HRAS, as well as amplification in NRAS, have been identified in ER&#x2b;/HER2-metastatic breast cancer cases exhibiting both intrinsic and acquired resistance for Abemaciclib (<xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>) and Palbociclib (<xref ref-type="bibr" rid="B32">Haines et al., 2018</xref>; <xref ref-type="bibr" rid="B71">Sherr, 2018</xref>; <xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>). AKT1 amplification and activating mutation were identified in Abemaciclib and Palbociclib resistant biopsies (<xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>). Experiments confirmed resistant cells were sensitive to Aurora Kinase (AURKA) inhibition LY3295668 (<xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>) and inhibition of c-Met/Trk (<xref ref-type="bibr" rid="B59">Olmez et al., 2018</xref>). In the case of resistance to abemaciclib (<xref ref-type="bibr" rid="B25">Gong et al., 2017</xref>; <xref ref-type="bibr" rid="B39">Kharenko et al., 2022</xref>) and Palbociclib (<xref ref-type="bibr" rid="B39">Kharenko et al., 2022</xref>), CCND1 protein levels were found to be significantly upregulated. Genetic mutations that boost cyclin D1 expression were associated with high sensitivity to CDK4/6i. Elevated levels of CDKN2A are indicative of insensitivity whereas low levels do not necessarily correlate with sensitivity. Furthermore, high levels of CDKN2A protein may suggest the loss of RB1 function. It is suggested that high CDKN2 levels may lead to reduced activity and resistance to Abemaciclib (<xref ref-type="bibr" rid="B52">Maylina et al., 2023</xref>) and Palbociclib (<xref ref-type="bibr" rid="B5">Cen et al., 2012</xref>; <xref ref-type="bibr" rid="B83">Young et al., 2014</xref>; <xref ref-type="bibr" rid="B28">Green et al., 2019</xref>; <xref ref-type="bibr" rid="B52">Maylina et al., 2023</xref>). CDK2 Targeting can be used to reactivate resistance cells to Abemaciclib (<xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>) and Palbociclib (<xref ref-type="bibr" rid="B33">Herrera-Abreu et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Guarducci et al., 2018</xref>; <xref ref-type="bibr" rid="B53">Min et al., 2018</xref>; <xref ref-type="bibr" rid="B76">Turner et al., 2019</xref>; <xref ref-type="bibr" rid="B63">Pandey et al., 2020</xref>; <xref ref-type="bibr" rid="B78">Wander et al., 2020</xref>; <xref ref-type="bibr" rid="B62">Pandey et al., 2021</xref>) due to CCNE1 amplification. The high expression of CDK6 protein was found to be closely linked with resistance to Palbociclib (<xref ref-type="bibr" rid="B39">Kharenko et al., 2022</xref>) and Abemaciclib (<xref ref-type="bibr" rid="B81">Yang et al., 2017</xref>; <xref ref-type="bibr" rid="B39">Kharenko et al., 2022</xref>), which is not seen in Ribociclib resistant cell lines.</p>
<p>While Abemaciclib and Ribociclib were both approved by the FDA around the same time, the specific mechanisms of Ribociclib resistance may be less well-studied. The phosphorylation of CDK4 at T172 is indicative of its activity and sensitivity to Palbociclib in breast cancer, sarcoma and glioblastoma (<xref ref-type="bibr" rid="B5">Cen et al., 2012</xref>; <xref ref-type="bibr" rid="B67">Rasp&#xe9; et al., 2017</xref>). CDK4 Amplification Reduces Sensitivity to Ribociclib in fusion-positive rhabdomyosarcoma (<xref ref-type="bibr" rid="B58">Olanich et al., 2015</xref>). A reactivation of mammalian target of rapamycin 1 (mTORC1) signaling by increasing expression of solute carrier family 36 member 1 (SLC36A1), contributes Palbociclib and Ribociclib resistance in Melanoma (<xref ref-type="bibr" rid="B82">Yoshida et al., 2019</xref>). There is currently no evidence of CDK4 or mTORC1 mediated abemaciclib resistance.</p>
<p>All the mechanisms involved in resistance are mainly studied in breast cancer, but there are also Melanoma, Non-Small Cell Lung Cancer, Rhabdomyosarcoma, Glioblastoma, Gastric Cancer, Canine Lymphoma cells, Prostate, Glioblastoma, Which Remind us that CDK4/6i are being widely studied and applied in various fields.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusion and perspectives</title>
<p>CDK4/6i will still be primarily used against breast cancer in the next 5&#xa0;years, and its clinical applications will expand to include a range of tumor types. It is important to note, however, that as use of the drug increases, the incidence of drug resistance increases, and new combination regimens and other targeted drugs may become available as a result. Currently, the resistance mechanisms of the three drugs remain largely unknown, and there are differences in the resistance mechanisms among them, necessitating further exploration and research.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Author contributions</title>
<p>QZ was responsible for the conceptualization, methodology and writing-original draft preparation and funding acquisition. ZZ was responsible for supervision, writing reviewing and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was Sponsored by Shanghai Sailing Program (20YF1427000); Ruijin Youth NSCF Cultivation Fund (KY20194238).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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