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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">1362242</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2024.1362242</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Improving glycemic control: transitioning from dulaglutide to tirzepatide in patients with type 2 diabetes undergoing hemodialysis</article-title>
<alt-title alt-title-type="left-running-head">Otsuka et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2024.1362242">10.3389/fphar.2024.1362242</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Otsuka</surname>
<given-names>Emiko</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kitamura</surname>
<given-names>Mineaki</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<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/2615576/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Funakoshi</surname>
<given-names>Satoshi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Mukae</surname>
<given-names>Hiroshi</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nishino</surname>
<given-names>Tomoya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Nephrology</institution>, <institution>Nagasaki University Graduate School of Biomedical Sciences</institution>, <addr-line>Nagasaki</addr-line>, <country>Japan</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Nagasaki Renal Center</institution>, <addr-line>Nagasaki</addr-line>, <country>Japan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Respiratory Medicine</institution>, <institution>Nagasaki University Graduate School of Biomedical Sciences</institution>, <addr-line>Nagasaki</addr-line>, <country>Japan</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/574232/overview">Divya Bhatia</ext-link>, NewYork-Presbyterian, United States</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/1265814/overview">Hong-Ping Guan</ext-link>, Rezubio Pharmaceuticals Co., Ltd., China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1911309/overview">Lina Naseralallah</ext-link>, Hamad Medical Corporation, Qatar</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1795824/overview">Michihiro Hosojima</ext-link>, Niigata University, Japan</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Mineaki Kitamura, <email>mineaki82@yahoo.co.jp</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>05</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1362242</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>05</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Otsuka, Kitamura, Funakoshi, Mukae and Nishino.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Otsuka, Kitamura, Funakoshi, Mukae and Nishino</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>
<bold>Background:</bold> Tirzepatide&#x2014;a dual glucose-dependent insulinotropic peptide and glucagon-like peptide-1 receptor agonist&#x2014;is used to treat type 2 diabetes. However, the efficacy and safety of tirzepatide in patients undergoing hemodialysis remain unclear.</p>
<p>
<bold>Methods:</bold> We conducted a single-center retrospective study of patients with type 2 diabetes undergoing hemodialysis who were transitioned from dulaglutide to tirzepatide. We continuously monitored glucose levels in patients undergoing hemodialysis before and after switching from dulaglutide to tirzepatide.</p>
<p>
<bold>Results:</bold> Fourteen patients (mean age: 61.9 &#xb1; 9.9&#xa0;years, male: female &#x003D; 11:3) were included in this study. After switching to tirzepatide, time in range increased to 50.8% from 42.7% (<italic>p</italic> &#x003D; 0.02), time above range decreased to 37.8% from 48.4% (<italic>p</italic> &#x003D; 0.02), and mean glucose levels decreased to 137.4&#xa0;mg/dL from 156.6&#xa0;mg/dL (<italic>p</italic> &#x003D; 0.006). In contrast, there was no significant difference in time below range before and after tirzepatide administration (11.3% and 8.9%) (<italic>p</italic> &#x003D; 0.75). Three patients experienced dyspepsia (21.4%), and one patient experienced nausea (7.1%); however, no critical adverse events were reported.</p>
<p>
<bold>Conclusion:</bold> Transitioning from dulaglutide to tirzepatide improved glycemic control without increasing hypoglycemia in patients undergoing hemodialysis for type 2 diabetes.</p>
</abstract>
<kwd-group>
<kwd>tirzepatide</kwd>
<kwd>dulaglutide</kwd>
<kwd>hemodialysis</kwd>
<kwd>continuous glucose monitoring</kwd>
<kwd>GLP-1</kwd>
<kwd>GIP</kwd>
<kwd>CGM</kwd>
<kwd>glycemic control</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Renal Pharmacology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Diabetes is the most common cause of end-stage renal disease (ESRD). Patients with type 2 diabetes have a high mortality rate, mainly owing to cardiovascular diseases. This is particularly evident in patients undergoing hemodialysis (<xref ref-type="bibr" rid="B44">Saran et al., 2017</xref>; <xref ref-type="bibr" rid="B3">Ahmadmehrabi and Tang, 2018</xref>). Glycemic control is crucial to improve clinical outcomes and significantly reduce cardiovascular risk and mortality. However, anti-diabetic drugs such as sodium-glucose cotransporter 2 (SGLT2) inhibitors may be of limited use or contraindicated in ESRD (<xref ref-type="bibr" rid="B40">Rocco and Berns, 2012</xref>; <xref ref-type="bibr" rid="B49">Williams and Garg, 2014</xref>); thus, they are often treated with insulin. Glycemic control with insulin is often difficult, especially in patients undergoing hemodialysis. Insulin is partially metabolized in the kidneys, and its effects are prolonged in patients with renal insufficiency (<xref ref-type="bibr" rid="B39">Rave et al., 2001</xref>). Blood insulin and glucose levels fluctuate during hemodialysis and even after dialysis (<xref ref-type="bibr" rid="B1">Abe et al., 2007</xref>). Therefore, patients undergoing hemodialysis frequently experience large glycemic excursions that put them at a greater risk of hyperglycemia and hypoglycemia (<xref ref-type="bibr" rid="B20">Galindo et al., 2023</xref>).</p>
<p>Incretin hormones are currently commonly used for the treatment of diabetes. The main incretin hormones are glucagon-like peptide-1 (GLP-1) and glucose-dependent insulinotropic peptide (GIP) (<xref ref-type="bibr" rid="B35">Nauck and Meier, 2018</xref>).</p>
<p>Dulaglutide, a weekly formulation of the GLP-1 receptor agonists (GLP-1 RA) launched in Japan in 2015, is effective in reducing body weight, controlling fasting and postprandial glycemia, and has a positive effect on atherosclerotic cardiovascular outcomes (<xref ref-type="bibr" rid="B42">Ruda et al., 2023</xref>). The current guidelines for managing type 2 diabetes recommend GLP-1 RAs as first-line injectable therapy even before insulin initiation (<xref ref-type="bibr" rid="B4">American Diabetes Association Professional Practice Committee, 2022</xref>). Moreover, dulaglutide has also been reported to be useful in glycemic control in patients undergoing hemodialysis (<xref ref-type="bibr" rid="B50">Yajima et al., 2018</xref>; <xref ref-type="bibr" rid="B46">Ugamura et al., 2022</xref>). However, some patients treated with dulaglutide have inadequate glycemic control and need more effective drugs.</p>
<p>Tirzepatide is a novel dual GLP-1 and GIP agonist (<xref ref-type="bibr" rid="B11">Coskun et al., 2018</xref>). A combination of GLP-1 and GIP can act on pancreatic beta cells synergistically and complementarily through distinct metabolic effects (<xref ref-type="bibr" rid="B6">Bastin and Andreelli, 2019</xref>). Moreover, GIP exerts therapeutic benefits beyond its primary incretin role by improving insulin sensitivity and lipid homeostasis in adipose tissue (<xref ref-type="bibr" rid="B5">Asmar et al., 2016</xref>). GLP-1 and GIP delay gastrointestinal secretion and suppress appetite, resulting in more effective glycemic control and body weight reduction (<xref ref-type="bibr" rid="B23">Holst, 2021</xref>). In addition, GLP-1 is reported to be cardioprotective (<xref ref-type="bibr" rid="B33">Mosenzon et al., 2021</xref>) and hepatoprotective (<xref ref-type="bibr" rid="B34">Muzurovi&#x107; et al., 2022</xref>), and GIP is reported to inhibit bone resorption (<xref ref-type="bibr" rid="B38">Nissen et al., 2014</xref>). The complementary effects of GIP and GLP-1 are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. Tirzepatide significantly improves glycemic control in patients with type 2 diabetes with or without basal insulin regimens (<xref ref-type="bibr" rid="B12">Dahl et al., 2022</xref>; <xref ref-type="bibr" rid="B27">Karagiannis et al., 2022</xref>), and a clinical trial demonstrated the superiority of tirzepatide compared with dulaglutide in terms of glycemic control (<xref ref-type="bibr" rid="B25">Inagaki et al., 2022</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Complementary effects of GIP and GLP-1 GIP, glucose-dependent insulinotropic peptide. GLP-1, glucagon-like peptide-1.</p>
</caption>
<graphic xlink:href="fphar-15-1362242-g001.tif"/>
</fig>
<p>However, the safety and efficacy of tirzepatide in patients undergoing hemodialysis remain unclear. Therefore, we aimed to compare the glycemic control between dulaglutide and tirzepatide in patients undergoing hemodialysis. We analyzed the transition in glucose levels using continuous glucose monitoring (CGM) before and after switching from dulaglutide to tirzepatide in patients undergoing hemodialysis.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Study design and patients</title>
<p>We included patients with type 2 diabetes undergoing hemodialysis whose prescriptions for diabetes were transitioned from dulaglutide to tirzepatide at the Nagasaki Renal Center between June 2023 and August 2023. Blood glucose levels were analyzed using CGM. Patients who changed their insulin dose or other diabetic drugs during this period were excluded.</p>
</sec>
<sec id="s2-2">
<title>2.2 Blood glucose measurement</title>
<p>Blood glucose levels were evaluated using CGM for 7&#xa0;days in patients on dulaglutide and tirzepatide. Dulaglutide was dosed at 0.75&#xa0;mg once a week for at least 3&#xa0;months and CGM was started during the hemodialysis sessions and recorded for 7&#xa0;days. After the discontinuation of CGM, tirzepatide (2.5&#xa0;mg) was administered 1&#xa0;week after the last dose of dulaglutide. The second CGM period started 7&#x2013;14&#xa0;days after initiating tirzepatide treatment and was recorded for 7&#xa0;days. All patients undergoing hemodialysis at our facility did not eat during the dialysis sessions to avoid hypotension. However, the included patients were asked to eat as usual outside dialysis hours. Consequently, each CGM period included 3&#xa0;days of hemodialysis days and 4&#xa0;days of non-hemodialysis days. Mean blood glucose levels and time in range (TIR), time above range (TAR), and time below range (TBR) were analyzed using FreeStyle Libre Pro (Abbott Japan Tokyo, Japan).</p>
<p>We set the TIR at 80&#x2013;140&#xa0;mg/dL, TAR at &#x003e;140&#xa0;mg/dL, and TBR at &#x003c;80&#xa0;mg/dL. An international expert panel published a consensus on the glycemic target range of 70&#x2013;180&#xa0;mg/dL and a percentage of reading time per day of over 70% (<xref ref-type="bibr" rid="B13">Danne et al., 2017</xref>; <xref ref-type="bibr" rid="B7">Battelino et al., 2019</xref>). According to the Internal Consensus on the Use of CGM 2017, 70&#x2013;140&#xa0;mg/dL is a secondary target range (<xref ref-type="bibr" rid="B13">Danne et al., 2017</xref>), and some studies show that this tight range improves the survival rate in critically ill patients (<xref ref-type="bibr" rid="B29">Krinsley and Preiser, 2015</xref>; <xref ref-type="bibr" rid="B30">Lanspa et al., 2019</xref>). Moreover, a target range of 70&#x2013;140&#xa0;mg/dL seems to have advantages over a 70&#x2013;180&#xa0;mg/dL range for assessing glycemic status and progress toward stricter glycemic control, particularly when approaching normal glucose levels (<xref ref-type="bibr" rid="B17">Dunn et al., 2024</xref>). However, it is crucial to prevent excessive hypoglycemia in patients with severe complications such as renal failure. Therefore, we set the threshold at 80&#xa0;mg/dL.</p>
</sec>
<sec id="s2-3">
<title>2.3 Statistical analysis</title>
<p>Values are shown as the mean &#xb1; standard deviation. Differences in TIR, TAR, TBR, and mean blood glucose levels before and after switching to tirzepatide were analyzed using the Wilcoxon signed-rank test. A <italic>p</italic>-value of &#x003c;0.05 was considered statistically significant. Statistical analyses were conducted using JMP Pro 17.0.0 (SAS Institute Inc., Cary, NC, United States).</p>
</sec>
<sec id="s2-4">
<title>2.4 Ethical statements</title>
<p>This study was approved by the Clinical Research Ethics Committee of the Nagasaki Renal Center (Nagasaki, Japan) (approval number: 23025) and was conducted in accordance with the 1964 Declaration of Helsinki and its subsequent amendments. The requirement for informed consent was waived by the Clinical Research Ethics Committee of the Nagasaki Renal Center (Nagasaki, Japan) owing to the retrospective study design.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>3 Results</title>
<p>Sixteen patients with type 2 diabetes undergoing hemodialysis were transitioned from dulaglutide to tirzepatide at the Nagasaki Renal Center from June 2023 to August 2023. All the participants were prescribed 0.75&#xa0;mg of dulaglutide once a week for at least 3&#xa0;months and transitioned to 2.5&#xa0;mg of tirzepatide once a week. Two patients were excluded because their insulin dose or other anti-diabetic drugs were changed during the study period. One patient was hospitalized owing to an infection, and his insulin dose decreased due to appetite loss during hospitalization. Another patient was prescribed liraglutide outside the facility.</p>
<p>Fourteen patients without other diabetes medications or insulin changes during the observation period were included in this study. All patients underwent hemodialysis three times a week for 4&#xa0;h in each dialysis session. Their mean age was 61.9 &#xb1; 9.9&#xa0;years; 11 were male and 3 were female. The cause of ESRD was type 2 diabetes in 13 patients and chronic glomerulonephritis in one patient. The duration of diabetes was unknown for four patients, while the mean disease duration for the other 10 patients was 25.7 &#xb1; 7.5&#xa0;years, with 45.4 &#xb1; 32.2 (months) under dulaglutide. The baseline patient characteristics and data after transitioning from dulaglutide to tirzepatide are shown in <xref ref-type="table" rid="T1">Table 1</xref>. Interdialytic weight gain and total protein declined after transitioning from dulaglutide to tirzepatide; however, albumin and Geriatric Nutritional Risk Index did not show significant changes.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Baseline patient characteristics and data after transitioning from dulaglutide to tirzepatide.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Characteristic</th>
<th align="center">Baseline</th>
<th align="center">After transitioning</th>
<th align="center">
<italic>p</italic>-value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age (years)</td>
<td align="center">61.9 &#xb1; 9.9</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">Sex (male) number (%)</td>
<td align="center">11 (78.6)</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">Dialysis vintage (years)</td>
<td align="center">5.6 &#xb1; 2.5</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">Diabetes vintage (years)</td>
<td align="center">25.7 &#xb1; 7.5</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">Dosing dulaglutide (months)</td>
<td align="center">45.4 &#xb1; 32.2</td>
<td align="center">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">Dry weight (kg)</td>
<td align="center">71.6 &#xb1; 17.1</td>
<td align="center">71.5 &#xb1; 16.9</td>
<td align="center">0.75</td>
</tr>
<tr>
<td align="left">BMI (kg/m<sup>2</sup>)</td>
<td align="center">25.7 &#xb1; 6.7</td>
<td align="center">25.1 &#xb1; 6.5</td>
<td align="center">0.73</td>
</tr>
<tr>
<td align="left">IDWG (kg)</td>
<td align="center">3.5 &#xb1; 1.2</td>
<td align="center">2.7 &#xb1; 1.6</td>
<td align="center">0.02</td>
</tr>
<tr>
<td align="left">Glycated Albumin (%)</td>
<td align="center">21.4 &#xb1; 3.6</td>
<td align="center">21 &#xb1; 4.7</td>
<td align="center">0.45</td>
</tr>
<tr>
<td align="left">Hemoglobin (g/dL)</td>
<td align="center">11.0 &#xb1; 1.06</td>
<td align="center">10.8 &#xb1; 0.9</td>
<td align="center">0.55</td>
</tr>
<tr>
<td align="left">Creatinine (mg/dL)</td>
<td align="center">10.4 &#xb1; 1.6</td>
<td align="center">10.8 &#xb1; 2.1</td>
<td align="center">0.17</td>
</tr>
<tr>
<td align="left">BUN (mg/dL)</td>
<td align="center">56.7 &#xb1; 14.7</td>
<td align="center">53.6 &#xb1; 15.5</td>
<td align="center">0.22</td>
</tr>
<tr>
<td align="left">Total protein (g/dL)</td>
<td align="center">6.8 &#xb1; 0.6</td>
<td align="center">6.6 &#xb1; 0.5</td>
<td align="center">0.04</td>
</tr>
<tr>
<td align="left">Albumin (g/dL)</td>
<td align="center">3.6 &#xb1; 0.4</td>
<td align="center">3.5 &#xb1; 0.4</td>
<td align="center">0.19</td>
</tr>
<tr>
<td align="left">Potassium (mEq/L)</td>
<td align="center">5.1 &#xb1; 0.6</td>
<td align="center">5.3 &#xb1; 1.4</td>
<td align="center">0.35</td>
</tr>
<tr>
<td align="left">Calcium (mg/dL)</td>
<td align="center">8.7 &#xb1; 0.4</td>
<td align="center">8.7 &#xb1; 0.5</td>
<td align="center">0.98</td>
</tr>
<tr>
<td align="left">Phosphate (mg/dL)</td>
<td align="center">5.5 &#xb1; 1.6</td>
<td align="center">5.3 &#xb1; 1.4</td>
<td align="center">0.35</td>
</tr>
<tr>
<td align="left">GNRI</td>
<td align="center">94.0 &#xb1; 6.1</td>
<td align="center">92.6 &#xb1; 6.5</td>
<td align="center">0.12</td>
</tr>
<tr>
<td align="left">Insulin treatment number (%)</td>
<td align="center">5 (35.7)</td>
<td align="center">5 (35.7)</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left" colspan="4">Oral anti-diabetic agent treatment</td>
</tr>
<tr>
<td align="left">Glinide number (%)</td>
<td align="center">3 (21.4)</td>
<td align="center">3 (21.4)</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="left">Alpha-glucosidase inhibitor number (%)</td>
<td align="center">3 (21.4)</td>
<td align="center">3 (21.4)</td>
<td align="center">&#x2014;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data are expressed as the median &#xb1;SD. Insulin treatment and oral anti-diabetic agent treatment data are expressed as the number of patients (%).</p>
</fn>
<fn>
<p>BMI, body mass index; IDWG, interdialytic weight gain; BUN, blood urea nitrogen; GNRI, geriatric nutritional risk index.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>For each of the 14 patients, CGM was carried out during 3 dialysis days and 4 non-dialysis days before and after switching to tirzepatide, resulting in CGM data being collected for a total of 42 dialysis days and 56 non-dialysis days. Before switching to tirzepatide, TIR, TAR, and TBR values were 42.7%, 48.4%, and 8.9%, respectively. The mean glucose level was 156.6&#xa0;mg/dL. After switching to tirzepatide, the TIR increased to 50.8% (<italic>p</italic> &#x003D; 0.02) (<xref ref-type="fig" rid="F2">Figure 2</xref>), while the TAR and mean glucose level decreased to 37.8% (<italic>p</italic> &#x003D; 0.02) (<xref ref-type="fig" rid="F3">Figure 3</xref>) and 137.4&#xa0;mg/dL (<italic>p</italic> &#x003D; 0.006) (<xref ref-type="fig" rid="F4">Figure 4</xref>), respectively. In contrast, the TBR was 11.3%, and there was no significant difference in the TBR between the baseline and after tirzepatide administration (<italic>p</italic> &#x003D; 0.75) (<xref ref-type="fig" rid="F5">Figure 5</xref>). TIR, TAR, TBR, and mean glucose levels were also analyzed separately on hemodialysis days and non-hemodialysis days. On hemodialysis days, before and after switching to tirzepatide, TIR were 44.8% and 52.2% (<italic>p</italic> &#x003D; 0.02), TAR were 40.9% and 32.6% (0.07), TBR were 13.7% and 14.3% (<italic>p</italic> &#x003D; 0.76), and mean glucose levels were 144.0&#xa0;mg/dL and 130.5&#xa0;mg/dL (<italic>p</italic> &#x003D; 0.02), respectively. (<xref ref-type="sec" rid="s12">Supplementary Figure S1</xref>) On non-hemodialysis days, TIR were 47.9% and 51.7% (<italic>p</italic> &#x003D; 0.25), TAR were 46.9% and 35.4% (<italic>p</italic> &#x003D; 0.03), TBR were 11.6% and 8.4% (<italic>p</italic> &#x003D; 0.37), and mean glucose levels were 157.9&#xa0;mg/dL and 141.3&#xa0;mg/dL (<italic>p</italic> &#x003D; 0.08), respectively. (<xref ref-type="sec" rid="s12">Supplementary Figure S2</xref>) The median and the average of the continuous blood glucose levels plots of all the included patients on hemodialysis days and non-dialysis days are shown in <xref ref-type="fig" rid="F6">Figures 6A, B, </xref>
<xref ref-type="fig" rid="F7">7A, B</xref>, respectively. The differences in blood glucose levels from the baseline on hemodialysis days and non-hemodialysis days are shown in <xref ref-type="sec" rid="s12">Supplementary Figures S3A, B, S4A, B</xref>, respectively.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Change in time in range. The time in range significantly improved changing from dulaglutide to tirzepatide. Wilcoxon rank-sum test was used in the analysis. TIR, time in range.</p>
</caption>
<graphic xlink:href="fphar-15-1362242-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Change in time above range. The time above range also improved changing from dulaglutide to tirzepatide. Wilcoxon rank-sum test was used in the analysis. TAR, time above range.</p>
</caption>
<graphic xlink:href="fphar-15-1362242-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Change in mean blood glucose levels. The mean blood glucose levels were significantly lower during administrating tirzepatide than that of dulaglutide. Wilcoxon rank-sum test was used in the analysis.</p>
</caption>
<graphic xlink:href="fphar-15-1362242-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Change in time below range. There was no significant difference in the time below range between dulaglutide and tirzepatide. Wilcoxon rank-sum test was used in the analysis. TBR, time below range.</p>
</caption>
<graphic xlink:href="fphar-15-1362242-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Median continuous blood glucose levels on hemodialysis and non-hemodialysis days <bold>(A)</bold> Median continuous blood glucose levels of all patients on hemodialysis days. The blue line shows those in periods of treatment with dulaglutide, and the red line shows those in periods of treatment with tirzepatide. <bold>(B)</bold> Median continuous blood glucose levels of all patients on non-hemodialysis days.</p>
</caption>
<graphic xlink:href="fphar-15-1362242-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Average blood glucose level on hemodialysis and non-hemodialysis days of continuous glucose monitoring <bold>(A)</bold> Average continuous blood glucose levels of all patients on hemodialysis days. <bold>(B)</bold> Average continuous blood glucose levels of all patients on non-hemodialysis days.</p>
</caption>
<graphic xlink:href="fphar-15-1362242-g007.tif"/>
</fig>
<p>Three months after switching to tirzepatide, glycemic albumin did not show significant changes compared to that before switching (21.4 &#xb1; 3.6% to 20.6 &#xb1; 5.1%), and dry weight decreased from 71.6&#xa0;kg to 70.1&#xa0;kg (&#x2212;1.5 &#xb1; 0.3&#xa0;kg, <italic>p</italic> &#x003D; 0.001). Dyspepsia was observed in three patients and nausea was observed in one patient shortly after switching to tirzepatide, however; there were no critical adverse events reported for 3&#xa0;months (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Adverse events after transitioning from dulaglutide to tirzepatide.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Event</th>
<th align="left">No. of patients (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Death</td>
<td align="left">0 (0)</td>
</tr>
<tr>
<td align="left">Nausea</td>
<td align="left">1 (7.1)</td>
</tr>
<tr>
<td align="left">Vomiting</td>
<td align="left">0 (0)</td>
</tr>
<tr>
<td align="left">Diarrhea</td>
<td align="left">0 (0)</td>
</tr>
<tr>
<td align="left">Dyspepsia</td>
<td align="left">3 (21.4)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data expressed as the number of patients (%).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4" sec-type="discussion">
<title>4 Discussion</title>
<p>This retrospective study analyzed the serum glucose levels in switching from dulaglutide to tirzepatide in patients with type 2 diabetes undergoing hemodialysis using CGM.</p>
<p>A previous study on patients with type 2 diabetes who did not undergo hemodialysis revealed robust improvements in glycemic control and body weight without an increased risk of hypoglycemia. Participants were randomly assigned to four groups (1:1:1:1): one group received tirzepatide once a week at 5&#xa0;mg, another group at 10&#xa0;mg, a third group at 15&#xa0;mg, and the fourth group received a placebo. They were then monitored for 40&#xa0;weeks. The average reduction in hemoglobin A1c (HbA1c) levels from the starting point was 1.87% for those on tirzepatide 5&#xa0;mg, 1.89% for those on tirzepatide 10&#xa0;mg, and 2.07% for those on tirzepatide 15&#xa0;mg, in contrast to an increase of 0.04% for those on placebo. This led to estimated differences in treatment effectiveness compared with placebo of &#x2212;1.91% for tirzepatide 5&#xa0;mg, &#x2212;1.93% for tirzepatide 10&#xa0;mg, and &#x2212;2.11% for tirzepatide 15&#xa0;mg (all <italic>p</italic> &#x003c; 0.001). Tirzepatide induced a dose-dependent reduction in body weight of 7.0&#x2013;9.5&#xa0;kg (<xref ref-type="bibr" rid="B41">Rosenstock et al., 2021</xref>). Similarly, tirzepatide improved glycemic control compared with semaglutide and insulin degludec (<xref ref-type="bibr" rid="B19">Fr&#xed;as et al., 2021</xref>; <xref ref-type="bibr" rid="B32">Ludvik et al., 2021</xref>). The SURPASS-4 study found that tirzepatide was more effective than glargine in reducing HbA1c levels in patients with type 2 diabetes and high cardiovascular risk. Additionally, it resulted in fewer cases of hypoglycemia, which can raise the risk of cardiovascular events (<xref ref-type="bibr" rid="B15">Del Prato et al., 2021</xref>). However, there is limited information on how well tirzepatide works in type 2 diabetes patients who are on hemodialysis.</p>
<p>Dulaglutide improved glycemic control without inducing hypoglycemia in type 2 diabetes undergoing hemodialysis (<xref ref-type="bibr" rid="B50">Yajima et al., 2018</xref>; <xref ref-type="bibr" rid="B46">Ugamura et al., 2022</xref>). Moreover, glycoalbumin levels (median &#x2212;1.8%; <italic>p</italic> &#x003D; 0.026) and the daily total insulin dose (&#x2212;15.0 U/day; <italic>p</italic> &#x003D; 0.002) significantly decrease (<xref ref-type="bibr" rid="B46">Ugamura et al., 2022</xref>). The mean and % CV of glucose levels significantly decrease after dulaglutide administration according to CGM (<xref ref-type="bibr" rid="B50">Yajima et al., 2018</xref>). Although the GLP-1RA dulaglutide is used in patients undergoing hemodialysis, some patients experienced inadequate glycemic control with dulaglutide.</p>
<p>In the general population, tirzepatide is superior to dulaglutide in terms of glycemic control (<xref ref-type="bibr" rid="B25">Inagaki et al., 2022</xref>; <xref ref-type="bibr" rid="B37">Nicholls et al., 2024</xref>). The use of tirzepatide in patients with chronic kidney disease (CKD) depends on three aspects. The first is the safety of GLP-1 in patients with CKD as well as the general population. A previous study showed that renal impairment did not have any clinically relevant effect on tirzepatide pharmacokinetics (<xref ref-type="bibr" rid="B47">Urva et al., 2020</xref>). The second is the efficacy of GLP-1 in patients with CKD as well as the general population. A previous study reported that tirzepatide is also effective in glycemic control in patients including those with CKD (<xref ref-type="bibr" rid="B15">Del Prato et al., 2021</xref>; <xref ref-type="bibr" rid="B37">Nicholls et al., 2024</xref>). The third is the protection of renal function. Tirzepatide treatment reduced albuminuria and the estimated glomerular filtration rate (eGFR) slope in patients with type 2 diabetes having CKD (<xref ref-type="bibr" rid="B21">Heerspink et al., 2022</xref>; <xref ref-type="bibr" rid="B8">Bosch et al., 2023</xref>). Recently, the renoprotective effects of tirzepatide were demonstrated using cystatin C-derived eGFR (<xref ref-type="bibr" rid="B22">Heerspink et al., 2023</xref>). In patients with type 2 diabetes and at least moderately increased albuminuria, a combination treatment of SGLT2 inhibitors, GLP-1 RA, and a nonsteroidal mineralocorticoid receptor antagonist resulted in observed gains in cardiovascular and kidney event-free and overall survival (<xref ref-type="bibr" rid="B36">Neuen et al., 2024</xref>). Thus, tirzepatide use seems to be reasonable in patients with CKD.</p>
<p>However, the efficacy of tirzepatide compared to dulaglutide in patients undergoing hemodialysis remain unclear. Thus, using CGM, this retrospective study analyzed the effect of switching from dulaglutide to tirzepatide on serum glucose levels in patients with type 2 diabetes undergoing hemodialysis.</p>
<p>Recommendations from the International Consensus on Time In Range state that the target range of TIR is over 70% per day (<xref ref-type="bibr" rid="B7">Battelino et al., 2019</xref>). However, the TIR during the period of once-weekly dulaglutide was only 42.7% in our study, indicating that additional anti-diabetic agents should be considered to achieve the target range of TIR. Furthermore, international consensus guidelines specify a target range for TBR of &#x003c;4% and &#x003c;1% in patients aged 60&#xa0;years or those at high risk (<xref ref-type="bibr" rid="B7">Battelino et al., 2019</xref>). This study observed a TBR of 8.9% during the dulaglutide administration period, even in the absence of symptomatic hypoglycemia. This TBR level was significantly higher in high-risk patients, and alternative anti-diabetic agents are preferable to dulaglutide to decrease hyperglycemia and hypoglycemia.</p>
<p>Tirzepatide is a dual GLP-1 and GIP agonist, not solely a GLP-1RA. It may achieve more favorable glycemic control than dulaglutide through three possible mechanisms. First, GLP-1 and GIP interact with each other to improve blood glucose levels more effectively compared with GLP-1 single agonists. GLP-1RA acts synergistically with GIP activation to gain a broad improvement in metabolic health with the hypothesis that enhancing insulin secretion by dual actions on pancreatic &#x3b2; cells improves glycemia, restores sensitivity to GIP, and involves additional mechanisms of action (<xref ref-type="bibr" rid="B51">Zhou et al., 2023</xref>). Second, tirzepatide could decrease blood glucose levels more effectively in the hyperglycemic state, while not affecting glucose levels in normal and/or hypoglycemic states. This is because glucagon levels are based on blood glucose levels. In contrast to GLP-1, GIP exhibits glucagonotropic effects in normal and/or hypoglycemic states; conversely, it suppresses glucagon secretion in the hyperglycemic state (<xref ref-type="bibr" rid="B10">Christensen et al., 2011</xref>). Moreover, GLP-1 receptor expression decreases in a hyperglycemic state, but GIP receptor expression increases under the effect of acute hyperglycemia (<xref ref-type="bibr" rid="B48">Willard et al., 2020</xref>). Our CGM plots also showed reduced fluctuations in blood glucose levels after switching from dulaglutide to tirzepatide. In particular, post-dialysis blood glucose levels were elevated when treated with dulaglutide, whereas this elevation was suppressed after switching to tirzepatide. On the other hand, CGM plots on non-dialysis days did not show an obvious improvement. The improvement of glycemic control might be due to not on the non-hemodialysis days but on the hemodialysis days, and a longer-term study is needed to elucidate the efficacy of tirzepatide. Third, tirzepatide is an imbalanced dual agonist that favors the GIP receptor over GLP-1, and it is preferable to maximize glycemic control while suppressing gastrointestinal disorders (<xref ref-type="bibr" rid="B18">Finan et al., 2013</xref>). GLP-1 has multiple glucose-lowering actions, one of which is delaying gastric emptying. This effect induces gastrointestinal disorders, such as nausea and vomiting, which makes it difficult to increase the dose of GLP-1RA. However, this effect was not described for GIP. Thus, an imbalanced dual agonist favoring the GIP receptor over GLP-1 can achieve better glycemic control than GLP-1RA alone.</p>
<p>The most common adverse events in the patients administered tirzepatide or dulaglutide were nasopharyngitis (tirzepatide range 13.8&#x2013;18.2% vs. dulaglutide 16.4%), nausea (11.9&#x2013;20.0% vs. 7.5%), and constipation (13.8&#x2013;17.7% vs. 10.7%) (<xref ref-type="bibr" rid="B25">Inagaki et al., 2022</xref>). In our study, dyspepsia and nausea were observed at 21.4% and 7.1%, respectively, which were slightly higher than the prior observation; however, nasopharyngitis and constipation were not observed, and no patient needed to stop the treatment owing to adverse events, with no critical adverse events reported.</p>
<p>In our study, dry weight decreased by approximately 1.5&#xa0;kg after 3&#xa0;months of transitioning to tirzepatide. All tirzepatide doses are superior to all comparators in terms of body weight reduction (<xref ref-type="bibr" rid="B26">Jastreboff et al., 2022</xref>; <xref ref-type="bibr" rid="B27">Karagiannis et al., 2022</xref>). This is probably because tirzepatide has the same effect on gastric emptying delay as selective GLP-1RA (<xref ref-type="bibr" rid="B47">Urva et al., 2020</xref>). Moreover, GIP increases lipogenesis, and enhances the lipid-buffering capacity of white adipose tissue (<xref ref-type="bibr" rid="B43">Samms et al., 2020</xref>). These mechanisms seem to improve obesity. In patients with early-stage CKD, a body mass index &#x2265;35&#xa0;kg/m<sup>2</sup> is associated with poorer outcomes in terms of renal function (<xref ref-type="bibr" rid="B31">Lu et al., 2014</xref>). However, the relationship between obesity and CKD progression is still controversial. Moreover, some reports show that obesity is associated with improved survival in patients undergoing hemodialysis (<xref ref-type="bibr" rid="B45">Schmidt and Salahudeen, 2007</xref>). Recently, the presence of both sarcopenia and obesity, termed sarcopenic obesity, has been considered to be a risk factor for mortality and cardiovascular diseases in patients undergoing hemodialysis (<xref ref-type="bibr" rid="B16">de Oliveira Matos et al., 2022</xref>). Tirzepatide will improve obesity, but whether it also reduces the mortality in patients undergoing hemodialysis remains controversial.</p>
<p>Our facility routinely examines glycoalbumin instead of HbA1cas a glycemic control parameter. The standard method of monitoring glycemic control has been the periodic measurement of the level of HbA1c (<xref ref-type="bibr" rid="B14">Davies et al., 2018</xref>). However, HbA1c is influenced by various factors in patients undergoing hemodialysis, such as shortened erythrocyte lifespan, administration of erythropoietin as a stimulating agent for the treatment of renal anemia, the administration of iron preparations, uremia, and blood transfusion, all of which have the potential for rendering HbA1c measurements inaccurate (<xref ref-type="bibr" rid="B2">Abe et al., 2022</xref>). Glycoalbumin is more strongly correlated with plasma glucose levels than HbA1c in patients undergoing hemodialysis (<xref ref-type="bibr" rid="B9">Chen et al., 2017</xref>; <xref ref-type="bibr" rid="B24">Hoshino et al., 2018</xref>; <xref ref-type="bibr" rid="B28">Kohzuma et al., 2021</xref>). Nonetheless, glycoalbumin reflects average glucose levels and not fluctuating blood glucose levels. In patients undergoing hemodialysis, blood glucose levels tend to fluctuate, with frequent large glycemic excursions; therefore, it is crucial to use parameters that reflect fluctuations in blood glucose levels. CGM sensors continuously measure glucose concentrations in the interstitial fluid using a glucose oxidase reaction. Thus, CGM can track the fluctuation in blood glucose levels, thereby helping to provide accurate glycemic control and prevent hypoglycemia (<xref ref-type="bibr" rid="B20">Galindo et al., 2023</xref>). We believe that CGM is the most reliable method for effective glycemic control in patients undergoing hemodialysis.</p>
<p>This study has several limitations. First, the sample size was relatively small. Second, we used CGM and measured glycoalbumin, although we did not measure HbA1c. Continuous glucose monitoring reflects glycemic variability more accurately; however, it cannot be compared with other studies using HbA1c. Third, according to CGM data separated into hemodialysis and non-dialysis days, blood glucose levels improved substantially on hemodialysis days; however, on non-dialysis days there was no obvious improvement. Finally, the observation period was short, and a prolonged observation period is needed to clarify the long-term effectiveness and adverse events of tirzepatide in patients undergoing hemodialysis.</p>
</sec>
<sec id="s5" sec-type="conclusion">
<title>5 Conclusion</title>
<p>In our study, TIR increased without an increase in hypoglycemic episodes after switching from dulaglutide to tirzepatide in patients with type 2 diabetes undergoing hemodialysis. Transitioning from dulaglutide to tirzepatide can improve glycemic control without increasing hypoglycemia in patients undergoing hemodialysis for type 2 diabetes. A large-scale study is required to verify these results.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Clinical Research Ethics Committee of the Nagasaki Renal Center. The studies were conducted in accordance with the local legislation and institutional requirements. The ethics committee/institutional review board waived the requirement of written informed consent for participation from the participants or the participants&#x2019; legal guardians/next of kin because of the retrospective study design.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>EO: Conceptualization, Methodology, Project administration, Writing&#x2013;original draft, Writing&#x2013;review and editing. MK: Conceptualization, Methodology, Project administration, Writing&#x2013;original draft, Writing&#x2013;review and editing. SF: Conceptualization, Methodology, Project administration, Writing&#x2013;original draft, Writing&#x2013;review and editing. HM: Writing&#x2013;original draft, Writing&#x2013;review and editing. TN: Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<p>We special thank to Masatoshi Hayashida for his special assistance.</p>
</ack>
<sec id="s10" sec-type="COI-statement">
<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 id="s11" sec-type="disclaimer">
<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>
<sec id="s12">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fphar.2024.1362242/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fphar.2024.1362242/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material>
<label>SUPPLEMENTARY FIGURE S1</label>
<caption>
<p>Change of time in range, time above range, time below range, and mean blood glucose levels on hemodialysis days. The time in range and the mean blood glucose levels improved upon changing from dulaglutide to tirzepatide on hemodialysis days. Wilcoxon rank-sum test was used in the analysis. <bold>(A)</bold> Change of time in range on hemodialysis days <bold>(B)</bold> Change of time above range on hemodialysis days <bold>(C)</bold> Change of time below range on hemodialysis days <bold>(D)</bold> Change of mean blood glucose levels on hemodialysis days.</p>
</caption>
</supplementary-material>
<supplementary-material>
<label>SUPPLEMENTARY FIGURE S2</label>
<caption>
<p>Change of time in range, time above range, time below range, and mean blood glucose levels on non-hemodialysis days. The time in range did not show significant improvement upon changing from dulaglutide to tirzepatide on non-hemodialysis days. The time above range improved changing from dulaglutide to tirzepatide on hemodialysis days. Wilcoxon rank-sum test was used in the analysis. <bold>(A)</bold> Change of time in range on non-hemodialysis days <bold>(B)</bold> Change of time above range on non-hemodialysis days <bold>(C)</bold> Change of time below range on non-hemodialysis days <bold>(D)</bold> Change of mean blood glucose levels on non-hemodialysis days.</p>
</caption>
</supplementary-material>
<supplementary-material>
<label>SUPPLEMENTARY FIGURE S3</label>
<caption>
<p>The differences in median blood glucose levels from the baseline on hemodialysis and non-hemodialysis days of continuous glucose monitoring. The differences in median blood glucose levels of all patients from the baseline on hemodialysis are shown, and the baselines are the time of starting CGM. The blue line shows those in periods of dulaglutide treatment, and the red line shows those in periods of tirzepatide treatment. <bold>(A)</bold> The difference in median blood glucose levels from the baseline on hemodialysis <bold>(B)</bold> The difference in median blood glucose levels from the baseline on non-hemodialysis.</p>
</caption>
</supplementary-material>
<supplementary-material>
<label>SUPPLEMENTAL FIGURE S4</label>
<caption>
<p>The differences in average blood glucose levels from the baseline on hemodialysis and non-hemodialysis days of continuous glucose monitoring. The differences in average blood glucose levels of all patients from the baseline on hemodialysis are shown, and the baselines are the time of starting CGM. The blue line shows the average blood glucose levels during dulaglutide treatment, and the red line shows those during tirzepatide treatment. <bold>(A)</bold> The difference in average blood glucose levels from the baseline on hemodialysis <bold>(B)</bold> The difference in average blood glucose levels from the baseline on non-hemodialysis.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="DataSheet1.zip" id="SM1" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abe</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kaizu</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Matsumoto</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Evaluation of the hemodialysis-induced changes in plasma glucose and insulin concentrations in diabetic patients: comparison between the hemodialysis and non-hemodialysis days</article-title>. <source>Ther. Apher. Dial.</source> <volume>11</volume> (<issue>4</issue>), <fpage>288</fpage>&#x2013;<lpage>295</lpage>. <pub-id pub-id-type="doi">10.1111/J.1744-9987.2007.00492.X</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abe</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Matsuoka</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Kawamoto</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Miyasato</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Kobayashi</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Toward revision of the &#x2018;best practice for diabetic patients on hemodialysis 2012</article-title>. <source>&#x2019; Kidney Dial.</source> <volume>2</volume> (<issue>4</issue>), <fpage>495</fpage>&#x2013;<lpage>511</lpage>. <pub-id pub-id-type="doi">10.3390/kidneydial2040045</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahmadmehrabi</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>W. H. W.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Hemodialysis-induced cardiovascular disease</article-title>. <source>Semin. Dial.</source> <volume>31</volume> (<issue>3</issue>), <fpage>258</fpage>&#x2013;<lpage>267</lpage>. <pub-id pub-id-type="doi">10.1111/sdi.12694</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<collab>American Diabetes Association Professional Practice Committee</collab> (<year>2022</year>). <article-title>9. Pharmacologic approaches to glycemic treatment: standards of medical care in diabetes-2022</article-title>. <source>Diabetes Care</source> <volume>45</volume> (<issue>Suppl. 1</issue>), <fpage>125</fpage>&#x2013;<lpage>143</lpage>. <pub-id pub-id-type="doi">10.2337/dc22-S009</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Asmar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Simonsen</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Asmar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Holst</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Dela</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>B&#xfc;low</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Insulin plays a permissive role for the vasoactive effect of GIP regulating adipose tissue metabolism in humans</article-title>. <source>J. Clin. Endocrinol. Metab.</source> <volume>101</volume> (<issue>8</issue>), <fpage>3155</fpage>&#x2013;<lpage>3162</lpage>. <pub-id pub-id-type="doi">10.1210/jc.2016-1933</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bastin</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Andreelli</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Dual GIP&#x2013;GLP1-receptor agonists in the treatment of type 2 diabetes: a short review on emerging data and therapeutic potential</article-title>. <source>Diabetes Metab. Syndr. Obes.</source> <volume>12</volume>, <fpage>1973</fpage>&#x2013;<lpage>1985</lpage>. <pub-id pub-id-type="doi">10.2147/DMSO.S191438</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Battelino</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Danne</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Bergenstal</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Amiel</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Beck</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Biester</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Clinical targets for continuous glucose monitoring data interpretation: recommendations from the international consensus on time in range</article-title>. <source>Diabetes Care</source> <volume>42</volume> (<issue>8</issue>), <fpage>1593</fpage>&#x2013;<lpage>1603</lpage>. <pub-id pub-id-type="doi">10.2337/dci19-0028</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bosch</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Carriazo</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Soler</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Ortiz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Fernandez-Fernandez</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Tirzepatide and prevention of chronic kidney disease</article-title>. <source>Clin. Kidney J.</source> <volume>16</volume> (<issue>5</issue>), <fpage>797</fpage>&#x2013;<lpage>808</lpage>. <pub-id pub-id-type="doi">10.1093/ckj/sfac274</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>C. W.</given-names>
</name>
<name>
<surname>Drechsler</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Suntharalingam</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Karumanchi</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Wanner</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Berg</surname>
<given-names>A. H.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>High glycated albumin and mortality in persons with diabetes mellitus on hemodialysis</article-title>. <source>Clin. Chem.</source> <volume>63</volume> (<issue>2</issue>), <fpage>477</fpage>&#x2013;<lpage>485</lpage>. <pub-id pub-id-type="doi">10.1373/clinchem.2016.258319</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Christensen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Vedtofte</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Holst</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Vilsb&#xf8;ll</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Knop</surname>
<given-names>F. K.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Glucose-dependent insulinotropic polypeptide: a bifunctional glucose-dependent regulator of glucagon and insulin secretion in humans</article-title>. <source>Diabetes</source> <volume>60</volume> (<issue>12</issue>), <fpage>3103</fpage>&#x2013;<lpage>3109</lpage>. <pub-id pub-id-type="doi">10.2337/db11-0979</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Coskun</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Sloop</surname>
<given-names>K. W.</given-names>
</name>
<name>
<surname>Loghin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Alsina-Fernandex</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Urva</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bokvist</surname>
<given-names>K. B.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>LY3298176, a novel dual GIP and GLP-1 receptor agonist for the treatment of type 2 diabetes mellitus: from discovery to clinical proof of concept</article-title>. <source>Mol. Metab.</source> <volume>18</volume> (<issue>October</issue>), <fpage>3</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1016/j.molmet.2018.09.009</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dahl</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Onishi</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Norwood</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Huh</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Bray</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Patel</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Effect of subcutaneous tirzepatide vs placebo added to titrated insulin glargine on glycemic control in patients with Type 2 diabetes: the SURPASS-5 Randomized Clinical Trial</article-title>. <source>JAMA</source> <volume>327</volume> (<issue>6</issue>), <fpage>534</fpage>&#x2013;<lpage>545</lpage>. <pub-id pub-id-type="doi">10.1001/JAMA.2022.0078</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Danne</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Nimri</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Battelino</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Bergenstal</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Close</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>DeVries</surname>
<given-names>J. H.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>International consensus on use of continuous glucose monitoring</article-title>. <source>Diabetes Care</source> <volume>40</volume> (<issue>12</issue>), <fpage>1631</fpage>&#x2013;<lpage>1640</lpage>. <pub-id pub-id-type="doi">10.2337/dc17-1600</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Davies</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>D&#x2019;Alessio</surname>
<given-names>D. A.</given-names>
</name>
<name>
<surname>Fradkin</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Kernan</surname>
<given-names>W. N.</given-names>
</name>
<name>
<surname>Mathieu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mingrone</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Management of hyperglycemia in type 2 diabetes, 2018. A consensus report by the American diabetes association (ada) and the European association for the study of diabetes (easd)</article-title>. <source>Diabetes Care</source> <volume>41</volume> (<issue>12</issue>), <fpage>2669</fpage>&#x2013;<lpage>2701</lpage>. <pub-id pub-id-type="doi">10.2337/dci18-0033</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Del Prato</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kahn</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Pavo</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Weerakkody</surname>
<given-names>G. J.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Doupis</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Tirzepatide versus insulin glargine in type 2 diabetes and increased cardiovascular risk (SURPASS-4): a randomised, open-label, parallel-group, multicentre, phase 3 trial</article-title>. <source>Lancet</source> <volume>398</volume> (<issue>10313</issue>), <fpage>1811</fpage>&#x2013;<lpage>1824</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(21)02188-7</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Oliveira Matos</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>da Costa Rosa</surname>
<given-names>C. S.</given-names>
</name>
<name>
<surname>Ribeiro</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>Marcos</surname>
<given-names>N. M.</given-names>
</name>
<name>
<surname>Losilla</surname>
<given-names>M. P. R.</given-names>
</name>
<name>
<surname>Monteiro</surname>
<given-names>H. L.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Obesity phenotypes are, in part, associated with physical activity in diabetic hemodialysis patients</article-title>. <source>Int. Urol. Nephrol.</source> <volume>54</volume> (<issue>7</issue>), <fpage>1751</fpage>&#x2013;<lpage>1759</lpage>. <pub-id pub-id-type="doi">10.1007/s11255-021-03060-w</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dunn</surname>
<given-names>T. C.</given-names>
</name>
<name>
<surname>Ajjan</surname>
<given-names>R. A.</given-names>
</name>
<name>
<surname>Bergenstal</surname>
<given-names>R. M.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Is it time to move beyond TIR to TITR? Real-world data from over 20,000 users of continuous glucose monitoring in patients with type 1 and type 2 diabetes</article-title>. <source>Diabetes Technol. Ther.</source> <volume>26</volume> (<issue>3</issue>), <fpage>203</fpage>&#x2013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2023.0565</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Finan</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Ottaway</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>M&#xfc;ller</surname>
<given-names>T. D.</given-names>
</name>
<name>
<surname>Habegger</surname>
<given-names>K. M.</given-names>
</name>
<name>
<surname>Heppner</surname>
<given-names>K. M.</given-names>
</name>
<etal/>
</person-group> (<year>2013</year>). <article-title>Unimolecular dual incretins maximize metabolic benefits in rodents, monkeys, and humans</article-title>. <source>Sci. Transl. Med.</source> <volume>5</volume> (<issue>209</issue>), <fpage>209ra151</fpage>. <pub-id pub-id-type="doi">10.1126/scitranslmed.3007218</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fr&#xed;as</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Davies</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Rosenstock</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>P&#xe9;rez Manghi</surname>
<given-names>F. C.</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez Land&#xf3;</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Bergman</surname>
<given-names>B. K.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Tirzepatide versus semaglutide once weekly in patients with type 2 diabetes</article-title>. <source>N. Engl. J. Med.</source> <volume>385</volume> (<issue>6</issue>), <fpage>503</fpage>&#x2013;<lpage>515</lpage>. <pub-id pub-id-type="doi">10.1056/nejmoa2107519</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Galindo</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>de Boer</surname>
<given-names>I. H.</given-names>
</name>
<name>
<surname>Neumiller</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Tuttle</surname>
<given-names>K. R.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Continuous glucose monitoring to optimize management of diabetes in patients with advanced CKD</article-title>. <source>Clin. J. Am. Soc. Nephrol.</source> <volume>18</volume> (<issue>1</issue>), <fpage>130</fpage>&#x2013;<lpage>145</lpage>. <pub-id pub-id-type="doi">10.2215/CJN.04510422</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heerspink</surname>
<given-names>H. J. L.</given-names>
</name>
<name>
<surname>Sattar</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Pavo</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Haupt</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Duffin</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Effects of tirzepatide versus insulin glargine on kidney outcomes in type 2 diabetes in the SURPASS-4 trial: post-hoc analysis of an open-label, randomised, phase 3 trial</article-title>. <source>Lancet Diabetes Endocrinol.</source> <volume>10</volume> (<issue>11</issue>), <fpage>774</fpage>&#x2013;<lpage>785</lpage>. <pub-id pub-id-type="doi">10.1016/S2213-8587(22)00243-1</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heerspink</surname>
<given-names>H. J. L.</given-names>
</name>
<name>
<surname>Sattar</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Pavo</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Haupt</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Duffin</surname>
<given-names>K. L.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Effects of tirzepatide versus insulin glargine on cystatin C-based kidney function: a SURPASS-4 <italic>post hoc</italic> analysis</article-title>. <source>Diabetes Care</source> <volume>46</volume> (<issue>8</issue>), <fpage>1501</fpage>&#x2013;<lpage>1506</lpage>. <pub-id pub-id-type="doi">10.2337/dc23-0261</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Holst</surname>
<given-names>J. J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Treatment of type 2 diabetes and obesity on the basis of the incretin system: the 2021 banting medal for scientific achievement award lecture</article-title>. <source>Diabetes</source> <volume>70</volume> (<issue>11</issue>), <fpage>2468</fpage>&#x2013;<lpage>2475</lpage>. <pub-id pub-id-type="doi">10.2337/DBI21-0026</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hoshino</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hamano</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Abe</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hasegawa</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Wada</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ubara</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2018</year>). <article-title>Glycated albumin versus hemoglobin A1c and mortality in diabetic hemodialysis patients: a cohort study</article-title>. <source>Nephrol. Dial. Transpl.</source> <volume>33</volume> (<issue>7</issue>), <fpage>1150</fpage>&#x2013;<lpage>1158</lpage>. <pub-id pub-id-type="doi">10.1093/ndt/gfy014</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Inagaki</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Takeuchi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Oura</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Imaoka</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Seino</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Efficacy and safety of tirzepatide monotherapy compared with dulaglutide in Japanese patients with type 2 diabetes (SURPASS J-mono): a double-blind, multicentre, randomised, phase 3 trial</article-title>. <source>Lancet Diabetes Endocrinol.</source> <volume>10</volume>, <fpage>623</fpage>&#x2013;<lpage>633</lpage>. <pub-id pub-id-type="doi">10.1016/S2213-8587(22)00188-7</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jastreboff</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Aronne</surname>
<given-names>L. J.</given-names>
</name>
<name>
<surname>Ahmad</surname>
<given-names>N. N.</given-names>
</name>
<name>
<surname>Wharton</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Connery</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Alves</surname>
<given-names>B.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Tirzepatide once weekly for the treatment of obesity</article-title>. <source>N. Engl. J. Med.</source> <volume>387</volume>, <fpage>205</fpage>&#x2013;<lpage>216</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMoa2206038</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karagiannis</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Avgerinos</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Liakos</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Del Prato</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Matthews</surname>
<given-names>D. R.</given-names>
</name>
<name>
<surname>Tsapas</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Management of type 2 diabetes with the dual GIP/GLP-1 receptor agonist tirzepatide: a systematic review and meta-analysis</article-title>. <source>Diabetologia</source> <volume>65</volume> (<issue>8</issue>), <fpage>1251</fpage>&#x2013;<lpage>1261</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-022-05715-4</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kohzuma</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Tao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Koga</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Glycated albumin as biomarker: evidence and its outcomes</article-title>. <source>J. Diabetes Complicat.</source> <volume>35</volume> (<issue>11</issue>), <fpage>108040</fpage>. <pub-id pub-id-type="doi">10.1016/J.JDIACOMP.2021.108040</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Krinsley</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Preiser</surname>
<given-names>J. C.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Time in blood glucose range 70 to 140 mg/dl &#x003e;80% is strongly associated with increased survival in non-diabetic critically ill adults</article-title>. <source>Crit. Care</source> <volume>19</volume> (<issue>1</issue>), <fpage>179</fpage>. <pub-id pub-id-type="doi">10.1186/s13054-015-0908-7</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lanspa</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Krinsley</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Hersh</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Wilson</surname>
<given-names>E. L.</given-names>
</name>
<name>
<surname>Holmen</surname>
<given-names>J. R.</given-names>
</name>
<name>
<surname>Orme</surname>
<given-names>J. F.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Percentage of time in range 70 to 139 mg/dL is associated with reduced mortality among critically ill patients receiving IV insulin infusion</article-title>. <source>Chest</source> <volume>156</volume> (<issue>5</issue>), <fpage>878</fpage>&#x2013;<lpage>886</lpage>. <pub-id pub-id-type="doi">10.1016/j.chest.2019.05.016</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lu</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Kalantar-Zadeh</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>J. Z.</given-names>
</name>
<name>
<surname>Quarles</surname>
<given-names>L. D.</given-names>
</name>
<name>
<surname>Kovesdy</surname>
<given-names>C. P.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Association of body mass index with outcomes in patients with CKD</article-title>. <source>J. Am. Soc. Nephrol.</source> <volume>25</volume> (<issue>9</issue>), <fpage>2088</fpage>&#x2013;<lpage>2096</lpage>. <pub-id pub-id-type="doi">10.1681/ASN.2013070754</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ludvik</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Giorgino</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>J&#xf3;dar</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Frias</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez Land&#xf3;</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Brown</surname>
<given-names>K.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Once-weekly tirzepatide versus once-daily insulin degludec as add-on to metformin with or without SGLT2 inhibitors in patients with type 2 diabetes (SURPASS-3): a randomised, open-label, parallel-group, phase 3 trial</article-title>. <source>Lancet</source> <volume>398</volume> (<issue>10300</issue>), <fpage>583</fpage>&#x2013;<lpage>598</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(21)01443-4</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mosenzon</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Alguwaihes</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Leon</surname>
<given-names>J. L. A.</given-names>
</name>
<name>
<surname>Bayram</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Darmon</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Davis</surname>
<given-names>T. M. E.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>CAPTURE: a multinational, cross-sectional study of cardiovascular disease prevalence in adults with type 2 diabetes across 13 countries</article-title>. <source>Cardiovasc. Diabetol.</source> <volume>20</volume> (<issue>1</issue>), <fpage>154</fpage>. <pub-id pub-id-type="doi">10.1186/s12933-021-01344-0</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muzurovi&#x107;</surname>
<given-names>E. M.</given-names>
</name>
<name>
<surname>Vol&#x10d;an&#x161;ek</surname>
<given-names>&#x160;.</given-names>
</name>
<name>
<surname>Tom&#x161;i&#x107;</surname>
<given-names>K. Z.</given-names>
</name>
<name>
<surname>Jane&#x17e;</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Mikhailidis</surname>
<given-names>D. P.</given-names>
</name>
<name>
<surname>Rizzo</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>Glucagon-like peptide-1 receptor agonists and dual glucose-dependent insulinotropic polypeptide/glucagon-like peptide-1 receptor agonists in the treatment of obesity/metabolic syndrome, prediabetes/diabetes and non-alcoholic fatty liver disease&#x2014;current evidence</article-title>. <source>J. Cardiovasc. Pharmacol. Ther.</source> <volume>27</volume>, <fpage>10742484221146371</fpage>. <pub-id pub-id-type="doi">10.1177/10742484221146371</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nauck</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Meier</surname>
<given-names>J. J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Incretin hormones: their role in health and disease</article-title>. <source>Diabetes Obes. Metab.</source> <volume>20</volume> (<issue>Suppl. 1</issue>), <fpage>5</fpage>&#x2013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1111/DOM.13129</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Neuen</surname>
<given-names>B. L.</given-names>
</name>
<name>
<surname>Heerspink</surname>
<given-names>H. J. L.</given-names>
</name>
<name>
<surname>Vart</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Claggett</surname>
<given-names>B. L.</given-names>
</name>
<name>
<surname>Fletcher</surname>
<given-names>R. A.</given-names>
</name>
<name>
<surname>Arnott</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Estimated lifetime cardiovascular, kidney, and mortality benefits of combination treatment with SGLT2 inhibitors, GLP-1 receptor agonists, and nonsteroidal MRA compared with conventional care in patients with type 2 diabetes and albuminuria</article-title>. <source>Circulation</source> <volume>149</volume> (<issue>6</issue>), <fpage>450</fpage>&#x2013;<lpage>462</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCULATIONAHA.123.067584</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nicholls</surname>
<given-names>S. J.</given-names>
</name>
<name>
<surname>Bhatt</surname>
<given-names>D. L.</given-names>
</name>
<name>
<surname>Buse</surname>
<given-names>J. B.</given-names>
</name>
<name>
<surname>Prato</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Kahn</surname>
<given-names>S. E.</given-names>
</name>
<name>
<surname>Lincoff</surname>
<given-names>A. M.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Comparison of tirzepatide and dulaglutide on major adverse cardiovascular events in participants with type 2 diabetes and atherosclerotic cardiovascular disease: SURPASS-CVOT design and baseline characteristics</article-title>. <source>Am. Heart J.</source> <volume>267</volume>, <fpage>1</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1016/j.ahj.2023.09.007</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nissen</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Christensen</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Knop</surname>
<given-names>F. K.</given-names>
</name>
<name>
<surname>Vilsb&#xf8;ll</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Holst</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Hartmann</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Glucose-dependent insulinotropic polypeptide inhibits bone resorption in humans</article-title>. <source>J. Clin. Endocrinol. Metab.</source> <volume>99</volume> (<issue>11</issue>), <fpage>E2325</fpage>&#x2013;<lpage>E2329</lpage>. <pub-id pub-id-type="doi">10.1210/jc.2014-2547</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rave</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Heise</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Pf&#xfc;tzner</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Heinemann</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Sawicki</surname>
<given-names>P. T.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Impact of diabetic nephropathy on pharmacodynamic and pharmacokinetic properties of insulin in type 1 diabetic patients</article-title>. <source>Diabetes Care</source> <volume>24</volume> (<issue>5</issue>), <fpage>886</fpage>&#x2013;<lpage>890</lpage>. <pub-id pub-id-type="doi">10.2337/diacare.24.5.886</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rocco</surname>
<given-names>M. V.</given-names>
</name>
<name>
<surname>Berns</surname>
<given-names>J. S.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>KDOQI clinical practice guideline for diabetes and CKD: 2012 update</article-title>. <source>Am. J. Kidney Dis.</source> <volume>60</volume> (<issue>5</issue>), <fpage>850</fpage>&#x2013;<lpage>886</lpage>. <pub-id pub-id-type="doi">10.1053/j.ajkd.2012.07.005</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rosenstock</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wysham</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Fr&#xed;as</surname>
<given-names>J. P.</given-names>
</name>
<name>
<surname>Kaneko</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>C. J.</given-names>
</name>
<name>
<surname>Fern&#xe1;ndez Land&#xf3;</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Efficacy and safety of a novel dual GIP and GLP-1 receptor agonist tirzepatide in patients with type 2 diabetes (SURPASS-1): a double-blind, randomised, phase 3 trial</article-title>. <source>Lancet</source> <volume>398</volume> (<issue>10295</issue>), <fpage>143</fpage>&#x2013;<lpage>155</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(21)01324-6</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ruda</surname>
<given-names>A. I.</given-names>
</name>
<name>
<surname>Ciobanu</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Inceu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Rusu</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Roman</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>The effect of Dulaglutide on glycemic and weight control in patients with type 2 diabetes</article-title>. <source>Med. Pharm. Rep.</source> <volume>96</volume> (<issue>1</issue>), <fpage>52</fpage>&#x2013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.15386/mpr-2425</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Samms</surname>
<given-names>R. J.</given-names>
</name>
<name>
<surname>Coghlan</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>Sloop</surname>
<given-names>K. W.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>How may GIP enhance the therapeutic efficacy of GLP-1?</article-title> <source>Trends Endocrinol. Metab.</source> <volume>31</volume>, <fpage>410</fpage>&#x2013;<lpage>421</lpage>. <pub-id pub-id-type="doi">10.1016/j.tem.2020.02.006</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saran</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Robinson</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Abbott</surname>
<given-names>K. C.</given-names>
</name>
<name>
<surname>Agodoa</surname>
<given-names>L. Y. C.</given-names>
</name>
<name>
<surname>Albertus</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Ayanian</surname>
<given-names>J.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>US renal data system 2016 annual data report: epidemiology of kidney disease in the United States</article-title>. <source>Am. J. Kidney Dis.</source> <volume>69</volume> (<issue>3</issue>), <fpage>A7</fpage>&#x2013;<lpage>A8</lpage>. <pub-id pub-id-type="doi">10.1053/j.ajkd.2016.12.004</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schmidt</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Salahudeen</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>The obesity-survival paradox in hemodialysis patients: why do overweight hemodialysis patients live longer?</article-title> <source>Nutr. Clin. Pract.</source> <volume>22</volume> (<issue>1</issue>), <fpage>11</fpage>&#x2013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.1177/011542650702200111</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ugamura</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Hosojima</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Kabasawa</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Tanabe</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Yoshizawa</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Suzuki</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2022</year>). <article-title>An exploratory clinical trial on the efficacy and safety of glucagon-like peptide-1 receptor agonist dulaglutide in patients with type 2 diabetes on maintenance hemodialysis</article-title>. <source>Ren. Replace. Ther.</source> <volume>8</volume> (<issue>1</issue>), <fpage>26</fpage>. <pub-id pub-id-type="doi">10.1186/s41100-022-00409-4</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Urva</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Coskun</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Loghin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Cui</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Beebe</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>O&#x27;Farrell</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>The novel dual glucose-dependent insulinotropic polypeptide and glucagon-like peptide-1 (GLP-1) receptor agonist tirzepatide transiently delays gastric emptying similarly to selective long-acting GLP-1 receptor agonists</article-title>. <source>Diabetes Obes. Metab.</source> <volume>22</volume>, <fpage>1886</fpage>&#x2013;<lpage>1891</lpage>. <pub-id pub-id-type="doi">10.1111/dom.14110</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Willard</surname>
<given-names>F. S.</given-names>
</name>
<name>
<surname>Douros</surname>
<given-names>J. D.</given-names>
</name>
<name>
<surname>Gabe</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Showalter</surname>
<given-names>A. D.</given-names>
</name>
<name>
<surname>Wainscott</surname>
<given-names>D. B.</given-names>
</name>
<name>
<surname>Suter</surname>
<given-names>T. M.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Tirzepatide is an imbalanced and biased dual GIP and GLP-1 receptor agonist</article-title>. <source>CI Insight</source> <volume>5</volume> (<issue>17</issue>), <fpage>e140532</fpage>. <pub-id pub-id-type="doi">10.1172/jci.insight.140532</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Williams</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Garg</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Glycemic management in ESRD and earlier stages of CKD</article-title>. <source>Am. J. Kidney Dis.</source> <volume>63</volume> (<issue>2</issue>), <fpage>S22</fpage>&#x2013;<lpage>S38</lpage>. <pub-id pub-id-type="doi">10.1053/j.ajkd.2013.10.049</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yajima</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Yajima</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Hayashi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Takahashi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yasuda</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Improved glycemic control with once-weekly dulaglutide in addition to insulin therapy in type 2 diabetes mellitus patients on hemodialysis evaluated by continuous glucose monitoring</article-title>. <source>J. Diabetes Complicat.</source> <volume>32</volume> (<issue>3</issue>), <fpage>310</fpage>&#x2013;<lpage>315</lpage>. <pub-id pub-id-type="doi">10.1016/J.JDIACOMP.2017.12.005</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Lei</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Fu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Long</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Efficacy and safety of tirzepatide, dual GLP-1/GIP receptor agonists, in the management of type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials</article-title>. <source>Diabetol. Metab. Syndr.</source> <volume>15</volume>, <fpage>222</fpage>. <pub-id pub-id-type="doi">10.1186/s13098-023-01198-4</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>