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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Explor Med</journal-id>
<journal-id journal-id-type="publisher-id">EM</journal-id>
<journal-title-group>
<journal-title>Exploration of Medicine</journal-title>
</journal-title-group>
<issn pub-type="epub">2692-3106</issn>
<publisher>
<publisher-name>Open Exploration Publishing</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.37349/emed.2025.1001311</article-id>
<article-id pub-id-type="manuscript">1001311</article-id>
<article-categories>
<subj-group>
<subject>Original Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Right ventricular echocardiographic parameters predict severe sleep apnea syndrome in patients with heart failure</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5157-9989</contrib-id>
<name>
<surname>Antit</surname>
<given-names>Saoussen</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role content-type="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<xref ref-type="aff" rid="I1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="I2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2465-0019</contrib-id>
<name>
<surname>Yangui</surname>
<given-names>Ferdaous</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing—original draft</role>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing—review &amp; editing</role>
<xref ref-type="aff" rid="I1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="I3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="cor1">
<sup>*</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Louati</surname>
<given-names>Mariem</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing—original draft</role>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<xref ref-type="aff" rid="I2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Boufares</surname>
<given-names>Amine</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<xref ref-type="aff" rid="I2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Abdellatif</surname>
<given-names>Syrine</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<xref ref-type="aff" rid="I3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4716-9378</contrib-id>
<name>
<surname>Charfi</surname>
<given-names>Mohamed Ridha</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role content-type="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<xref ref-type="aff" rid="I1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="I3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6026-8592</contrib-id>
<name>
<surname>Zakhama</surname>
<given-names>Lilia</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role content-type="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<xref ref-type="aff" rid="I1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="I2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="editor">
<name>
<surname>Mammoto</surname>
<given-names>Akiko</given-names>
</name>
<role>Academic Editor</role>
<aff>Medical College of Wisconsin, USA</aff>
</contrib>
</contrib-group>
<aff id="I1">
<sup>1</sup>Faculty of Medicine of Tunis, University Tunis El Manar, Tunis 1007, Tunisia</aff>
<aff id="I2">
<sup>2</sup>Department of Cardiology, Internal Security Forces Hospital, Tunis 2007, Tunisia</aff>
<aff id="I3">
<sup>3</sup>Department of Pneumonology, Internal Security Forces Hospital, Tunis 2007, Tunisia</aff>
<author-notes>
<corresp id="cor1">
<bold>*Correspondence:</bold> Ferdaous Yangui, Department of Pneumonology, Internal Security Forces Hospital, Street Taher Ben Achour, La Marsa, Tunis 2007, Tunisia. <email>ferdaous_yangui01@yahoo.fr</email></corresp>
</author-notes>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<pub-date pub-type="epub">
<day>23</day>
<month>04</month>
<year>2025</year>
</pub-date>
<volume>6</volume>
<elocation-id>1001311</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>01</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>03</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>© The Author(s) 2025.</copyright-statement>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This is an Open Access article licensed under a Creative Commons Attribution 4.0 International License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, sharing, adaptation, distribution and reproduction in any medium or format, for any purpose, even commercially, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Aim:</title>
<p id="absp-1">The study aimed to determine which right ventricle echocardiography parameters were associated with severe sleep apnea syndrome in heart failure patients with sleep apnea syndrome.</p>
</sec>
<sec>
<title>Methods:</title>
<p id="absp-2">A cross-sectional monocentric study was conducted, including 85 patients with stable heart failure. All patients underwent home respiratory polygraphy and transthoracic echocardiography with evaluation of the right ventricular echocardiographic parameters and sleep apnea syndrome severity.</p>
</sec>
<sec>
<title>Results:</title>
<p id="absp-3">The average age of the population was 69 years. The median left ventricular ejection fraction was 38% (33; 52). Sleep apnea syndrome was diagnosed in 71 patients (83.5%), with obstructive sleep apnea in 50 patients (58.8%) and central sleep apnea in 21 patients (24.7%). Severe sleep apnea syndrome was observed in 31% (<italic>n</italic> = 22) of patients. In the univariate analysis, right ventricle Tei index with a cutoff value &gt; 0.50 (OR = 3; 95% CI = 1.06–8.56; <italic>p</italic> = 0.035), right ventricle fractional area change &lt; 40 (OR = 4; 95% CI = 1.38–11; <italic>p</italic> = 0.09) and right ventricle free wall longitudinal strain with a cut-off value &gt; –17 (OR = 3.5; 95% CI = 1.15–9.41; <italic>p</italic> = 0.002) increased the risk of having severe sleep apnea syndrome. In the multivariate analysis, the right ventricle free wall longitudinal strain was the only independent predictor for severe sleep apnea syndrome [hazard ratio (HR) = 0.892; 95% CI = 0.816–0.979; <italic>p</italic> = 0.036].</p>
</sec>
<sec>
<title>Conclusions:</title>
<p id="absp-4">Right ventricle free wall longitudinal strain seems to be a strong predictor of severe sleep apnea syndrome in patients with stable chronic heart failure and sleep apnea syndrome.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Sleep apnea syndrome</kwd>
<kwd>right ventricular function</kwd>
<kwd>echocardiography</kwd>
<kwd>heart failure</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p id="p-1">Sleep apnea syndrome (SAS) is a common chronic sleep-related breathing disorder, affecting approximately 5% of middle-aged adults, predominantly men [<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>]. Currently considered a potentially dangerous disease, SAS poses a growing healthcare concern, increasing economic and social burdens [<xref ref-type="bibr" rid="B3">3</xref>]. A well-established link exists between SAS and cardiovascular morbidity and mortality, as it is implicated in a range of cardiovascular conditions, including heart failure (HF), coronary artery disease, and stroke. Additionally, SAS is associated with cardiac rhythm and conduction disorders and a high risk of sudden cardiac death during sleep [<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>]. SAS includes a wide range of sleep-disordered breathing conditions, from central to mixed apnea, as well as obstructive apnea and hypopnea [<xref ref-type="bibr" rid="B6">6</xref>]. Both central and obstructive sleep apneas (OSAs) are frequently observed, with OSA occurring in 17% to 61% of cases and central sleep apnea (CSA) in 35% to 39% [<xref ref-type="bibr" rid="B7">7</xref>]. Polysomnography remains the gold standard for diagnosing SAS. Based on the apnea-hypopnea index (AHI), SAS severity is classified into mild, moderate, and severe forms (AHI 5–14, 15–29, and ≥ 30 events/hour, respectively) [<xref ref-type="bibr" rid="B3">3</xref>].</p>
<p id="p-2">Several studies have highlighted an increased incidence of cardiac structural and functional alterations in SAS patients, particularly left ventricular hypertrophy and diastolic dysfunction [<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>]. However, the effects of SAS on the right ventricle (RV) remain a subject of debate.</p>
<p id="p-3">The study aimed to identify RV echocardiography parameters that predict severe SAS in patients with stable chronic HF and concomitant SAS.</p>
</sec>
<sec id="s2">
<title>Materials and methods</title>
<sec id="t2-1">
<title>Study design and patient enrollment</title>
<p id="p-4">This was a cross-sectional, descriptive, monocentric study conducted from January to June 2024 in the cardiology and pulmonary departments of the Internal Security Forces Hospital in Tunisia.</p>
<p id="p-5">The study received approval from the Ethics Committee of the Internal Security Forces Hospital (Ethical approval number: 27/24). Informed consent for participation was obtained from all participants.</p>
</sec>
<sec id="t2-2">
<title>Study population</title>
<p id="p-6">Patients aged over eighteen years with stable HF and on an optimized HF therapy at target dose were included in the study. Non-inclusion criteria were the history of SAS or ongoing continuous positive airway pressure treatment, severe renal failure, severe neurological diseases, or therapy that might affect the respiratory drive, and the non-obtention of the patient’s consent. Patients with poor-quality polygraph recordings or suboptimal echogenicity were also excluded. Poor recording quality was defined as a duration of less than six hours or invalid respiratory flow or effort signals.</p>
</sec>
<sec id="t2-3">
<title>Clinical evaluation</title>
<p id="p-7">Clinical and paraclinical data were collected for each patient, including age, gender, cardiovascular risk factors, comorbidities, symptoms, physical examination, anthropometric data (body mass index, neck and waist circumferences), HF etiology, and the current HF medication, polygraphy, and transthoracic echocardiography (TTE) results.</p>
<p id="p-8">Chronic HF was defined according to 2021 European Society of Cardiology guidelines for the diagnosis and treatment of acute and chronic HF, by the presence of symptoms and/or signs of HF and objective evidence of cardiac dysfunction [<xref ref-type="bibr" rid="B10">10</xref>]. Patients were classified into three categories based on left ventricular ejection fraction (LVEF): HF with preserved ejection fraction (LVEF ≥ 50%), HF with mildly reduced ejection fraction (40% ≤ LVEF ≤ 49%), or HF with reduced ejection fraction (LVEF &lt; 40%) according to European guidelines.</p>
</sec>
<sec id="t2-4">
<title>Respiratory polygraphy</title>
<p id="p-9">All our patients underwent an overnight home respiratory polygraphy.</p>
<p id="p-10">SAS was confirmed according to the International Classification of Sleep Disorders, as outlined by the American Academy of Sleep Medicine guidelines [<xref ref-type="bibr" rid="B11">11</xref>].</p>
<p id="p-11">Apnea was defined as a complete cessation of airflow lasting 10 seconds or longer or a significant decrease in respiratory airflow of at least 95% for at least 10 seconds. Hypopnea was defined as a significant reduction in respiratory airflow of at least 50% for at least 10 seconds or a decrease in respiratory airflow of &lt; 50% for at least 10 seconds accompanied by a drop of oxygen saturation by 3% or more. Respiratory events were classified as obstructive in the presence of thoracoabdominal movements and central in their absence. The AHI was defined as the mean number of apnea and hypopnea episodes per hour of sleep monitoring [<xref ref-type="bibr" rid="B11">11</xref>]. SAS was diagnosed when the AHI was superior to or equal to 5 respiratory events per hour of recording time.</p>
<p id="p-12">Patients were classified based on the AHI values. SAS severity was categorized into three levels: mild SAS (5 ≤ AHI &lt; 15 events per hour), moderate SAS (15 ≤ AHI &lt; 30 events per hour), and severe SAS (AHI ≥ 30 events per hour) [<xref ref-type="bibr" rid="B11">11</xref>]. The type of SAS was classified based on the most prevalent events: OSA with ≥ 50% obstructive events per hour, and CSA with ≥ 50% central events per hour.</p>
</sec>
<sec id="t2-5">
<title>Echocardiographic evaluation</title>
<p id="p-13">All patients included underwent a transthoracic two-dimensional conventional Doppler echocardiography, performed using a Philips EPIQ 7C equipped with a 5S1 transducer.</p>
<p id="p-14">All echocardiographic examinations were conducted by a single operator to limit the variations in measurement acquisition, with simultaneous and continuous electrocardiographic monitoring. Measurements were made following the guidelines established by the American Society of Echocardiography and the European Association of Cardiovascular Imaging [<xref ref-type="bibr" rid="B12">12</xref>].</p>
<p id="p-15">RV systolic function was assessed using several parameters, including right ventricular free wall longitudinal strain (RVFWLS), RV fractional area change (RV FAC), RV Tei index, tricuspid annular plane systolic excursion (TAPSE), and peak systolic velocity of the tricuspid annulus (RV S’).</p>
<p id="p-16">The RVFWLS was assessed by applying dedicated LV strain on the RV, and the results were obtained by averaging the strain measurements from the apical, middle, and basal regions of the RV free wall. The RV FAC was measured in the apical four-chamber view and calculated as the difference in the end-diastolic area (EDA) and end-systolic area (ESA) divided by the EDA using the formula: RV FAC (%) = 100 × (EDA – ESA)/EDA. The RV Tei index was measured in tissue Doppler by summing the isovolumic contraction time (IVCT) and isovolumic relaxation time (IVRT), and relating this to the ejection time (ET) with the formula: RV Tei index = (IVCT + IVRT)/ET. The TAPSE is measured by placing the M-mode cursor through the lateral portion of the tricuspid valve annulus in the apical four-chamber view, with the displacement of the annulus between end-diastole and peak systole being recorded [<xref ref-type="bibr" rid="B13">13</xref>].</p>
</sec>
<sec id="t2-6">
<title>Endpoints</title>
<p id="p-17">This study focused on RV echocardiographic parameters to determine their predictive value for severe SAS.</p>
<p id="p-18">Patients were categorized into two groups according to SAS severity: Group A with severe SAS and Group B with mild to moderate SAS.</p>
</sec>
<sec id="t2-7">
<title>Legal and ethical aspects</title>
<p id="p-19">Informed consent was obtained from all patients, and measures were taken to ensure the confidentiality of their data.</p>
<p id="p-20">We have no conflicts of interest to declare.</p>
</sec>
<sec id="t2-8">
<title>Statistical analysis</title>
<p id="p-21">Data were recorded and analyzed using IBM SPSS Statistics 23 software.</p>
<p id="p-22">Baseline characteristics were summarized using mean ± standard deviation or median ± interquartile range (25th–75th percentiles), as appropriate, for continuous data, and counts with percentages for categorical data. The Kolmogorov-Smirnov test was used to assess the normality of continuous variable distributions.</p>
<p id="p-23">Comparisons of means between independent groups were performed using the Student’s <italic>t</italic>-test for independent samples. The Pearson chi-square test was used to compare percentages between independent groups. The determination of threshold values for the studied parameters was conducted by analyzing their receiver operating characteristic (ROC) curves.</p>
<p id="p-24">Multinomial logistic regression analysis was performed for the multivariate analysis. Ultrasound parameters with a <italic>p</italic>-value &lt; 0.05 in the univariate analysis were included in the multivariate analysis.</p>
<p id="p-25">In all statistical tests, a <italic>p</italic>-value &lt; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="s3">
<title>Results</title>
<p id="p-26">We enrolled 85 patients from our outpatient department for stable HF.</p>
<p id="p-27">A total of 71 patients (83.5%) were diagnosed with SAS. OSA was observed in 50 patients (58.8%) and CSA in 21 patients (24.7%). Mild SAS was more frequent. It was observed in 32 patients (37.6%), moderate SAS in 17 patients (20%), and severe SAS in 22 patients (25.8%). The characteristics of patients with SAS were summarized in <xref ref-type="table" rid="t1">Table 1</xref>.</p>
<table-wrap id="t1">
<label>Table 1</label>
<caption>
<p id="t1-p-1">
<bold>General characteristics of the study population and comparison of these characteristics between the two groups according to sleep apnea syndrome severity</bold>
</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>
<bold>Parameter</bold>
</th>
<th>
<bold>SAS patients</bold>
</th>
<th>
<bold>Group A (<italic>n</italic> = 22)</bold>
</th>
<th>
<bold>Group B (<italic>n</italic> = 49)</bold>
</th>
<th>
<bold>
<italic>p</italic>-value*</bold>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Age, Me (25%; 75%)</td>
<td>69 (52; 71)</td>
<td>64 (55; 71)</td>
<td>61 (52; 70)</td>
<td>0.480</td>
</tr>
<tr>
<td>Sex ratio (Male/Female, %)</td>
<td>56/15 (3.73)</td>
<td>19/3 (6.33)</td>
<td>37/12 (3.08)</td>
<td>0.301</td>
</tr>
<tr>
<td>Hypertension (<italic>n</italic>, %)</td>
<td>33 (46.5)</td>
<td>7 (31.8)</td>
<td>26 (53.1)</td>
<td>0.097</td>
</tr>
<tr>
<td>Diabetes (<italic>n</italic>, %)</td>
<td>43 (60.6)</td>
<td>16 (72.7)</td>
<td>27 (55.1)</td>
<td>0.160</td>
</tr>
<tr>
<td>Dyslipidemia (<italic>n</italic>, %)</td>
<td>31 (43.7)</td>
<td>9 (40.9)</td>
<td>22 (44.9)</td>
<td>0.754</td>
</tr>
<tr>
<td>Smoking (<italic>n</italic>, %)</td>
<td>45 (63.4)</td>
<td>13 (59.1)</td>
<td>32 (65.3)</td>
<td>0.615</td>
</tr>
<tr>
<td>Chronic kidney disease (<italic>n</italic>, %)</td>
<td>14 (19.7)</td>
<td>4 (18.2)</td>
<td>10 (20.4)</td>
<td>0.827</td>
</tr>
<tr>
<td>Chronic obstructive pulmonary disease (<italic>n</italic>, %)</td>
<td>8 (11.3)</td>
<td>3 (13.6)</td>
<td>5 (10.2)</td>
<td>0.672</td>
</tr>
<tr>
<td>Body mass index (<italic>n</italic>, kg/m²)</td>
<td>29 ± 4</td>
<td>29 ± 4</td>
<td>28 ± 5</td>
<td>0.643</td>
</tr>
<tr>
<td>Heart failure with preserved ejection fraction (<italic>n</italic>, %)</td>
<td>26 (36.6)</td>
<td>7 (31.8)</td>
<td>19 (38.7)</td>
<td>0.574</td>
</tr>
<tr>
<td>Heart failure with mildly reduced ejection fraction (<italic>n</italic>, %)</td>
<td>10 (14.1)</td>
<td>3 (13.6)</td>
<td>7 (14.3)</td>
<td>0.942</td>
</tr>
<tr>
<td>Heart failure with reduced ejection fraction (<italic>n</italic>, %)</td>
<td>35 (49.3)</td>
<td>12 (54.5)</td>
<td>23 (46.9)</td>
<td>0.553</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p id="t1-fn-1">Significance level at <italic>p</italic>-value &lt; 0.05; * comparison between Group A and Group B; Me (LQ; UQ): data presented as median with lower and upper quartiles</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p id="p-28">Smoking and diabetes were the most common cardiovascular risk factors, present in 63.4% (<italic>n</italic> = 45) and 60.6% (<italic>n</italic> = 43) of patients. Eight patients (11.3%) had chronic obstructive pulmonary disease.</p>
<p id="p-29">Medication included beta-blockers in 81.7% (58 patients), diuretics in 62.0% (44 patients), ACE inhibitors in 59.2% (42 patients), spironolactone in 53.5% (38 patients), sodium-glucose cotransporter-2 inhibitors in 42.3% (30 patients) and angiotensin II receptor blockers in 11.3% (8 patients).</p>
<p id="p-30">The etiology of HF in our study population was ischemic in 59.2% (42 patients), idiopathic in 16.9% (12 patients), arrhythmias in 8.5% (6 patients), hypertensive in 9.9% (7 patients), and others in 5.6% (4 patients).</p>
<p id="p-31">For the ultrasound parameters, the median value of LVEF was 38% (33; 52). Within this population, 49.3% of patients exhibited reduced ejection fraction, 14.1% had mildly reduced ejection fraction, and 36.6% had preserved ejection fraction.</p>
<p id="p-32">The comparison of clinical and echocardiographic data between Group A (22 patients: 31%) and Group B (49 patients: 69%) was reported in <xref ref-type="table" rid="t1">Tables 1</xref> and <xref ref-type="table" rid="t2">2</xref>.</p>
<table-wrap id="t2">
<label>Table 2</label>
<caption>
<p id="t2-p-1">
<bold>Echocardiographic data of the study population and comparison of these data between the two groups according to sleep apnea syndrome severity</bold>
</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>
<bold>Parameter</bold>
</th>
<th>
<bold>SAS patients</bold>
</th>
<th>
<bold>Group A (<italic>n</italic> = 22)</bold>
</th>
<th>
<bold>Group B (<italic>n</italic> = 49)</bold>
</th>
<th>
<bold>
<italic>p</italic>-value*</bold>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>End-diastolic diameter of left ventricular (mm)</td>
<td>59 ± 8</td>
<td>61 ± 8</td>
<td>58 ± 8</td>
<td>0.432</td>
</tr>
<tr>
<td>Indexed left ventricular mass (g/m²), Me (25%; 75%)</td>
<td>111 (89; 134)</td>
<td>126 (108; 136)</td>
<td>110 (90; 130)</td>
<td>0.252</td>
</tr>
<tr>
<td>Left ventricular ejection fraction (%), Me (25%; 75%)</td>
<td>38 (33; 52)</td>
<td>37 (25; 56)</td>
<td>39 (34; 50)</td>
<td>0.645</td>
</tr>
<tr>
<td>Global longitudinal strain (%)</td>
<td>–12.8 ± 5</td>
<td>–12.8 ± 5</td>
<td>–13.03 ± 4.52</td>
<td>0.126</td>
</tr>
<tr>
<td>Indexed left atrial volume (mL/m²), Me (25%; 75%)</td>
<td>44 (36; 58)</td>
<td>47 (36; 56)</td>
<td>44.6 (35; 58)</td>
<td>0.610</td>
</tr>
<tr>
<td>E wave velocity (cm/s)</td>
<td>72 ± 17</td>
<td>74 ± 14</td>
<td>71 ± 19</td>
<td>0.452</td>
</tr>
<tr>
<td>A wave velocity (cm/s)</td>
<td>46 ± 20</td>
<td>64 ± 26</td>
<td>64 ± 28</td>
<td>0.928</td>
</tr>
<tr>
<td>E/A ratio, Me (25%; 75%)</td>
<td>1.2 (0.7; 1.8)</td>
<td>1.3 (0.7; 2.1)</td>
<td>1.1 (0.7; 1.6)</td>
<td>0.300</td>
</tr>
<tr>
<td>Mean E/e’ ratio, Me (25%; 75%)</td>
<td>11 (8.5; 15)</td>
<td>13 (9; 14)</td>
<td>10 (7.6; 15)</td>
<td>0.398</td>
</tr>
<tr>
<td>Systolic pulmonary arterial pressure (mmHg)</td>
<td>43 ± 16</td>
<td>46 ± 18</td>
<td>41 ± 14</td>
<td>0.125</td>
</tr>
<tr>
<td>Right ventricular diameter (mm), Me (25%; 75%)</td>
<td>37 (33; 43)</td>
<td>38 (31; 43)</td>
<td>36 (34; 40)</td>
<td>0.649</td>
</tr>
<tr>
<td>Tricuspid annular plane systolic excursion (mm), Me (25%; 75%)</td>
<td>20 (16; 22)</td>
<td>18 (15; 21)</td>
<td>20 (17; 22)</td>
<td>0.434</td>
</tr>
<tr>
<td>Right ventricular fractional area change (%), Me (25%; 75%)</td>
<td>44 (34; 49)</td>
<td>37 (28; 44)</td>
<td>45 (39; 49)</td>
<td>0.005</td>
</tr>
<tr>
<td>S’ velocity of right ventricular (cm/s)</td>
<td>10.7 ± 2</td>
<td>10 ± 2</td>
<td>11 ± 2</td>
<td>0.124</td>
</tr>
<tr>
<td>Right ventricular free wall longitudinal strain (%), Me (25%; 75%)</td>
<td>–20 (–21; –17)</td>
<td>–16 (–20; –10)</td>
<td>–20 (–22; –19)</td>
<td>0.008</td>
</tr>
<tr>
<td>Right ventricular Tei index, Me (25%; 75%)</td>
<td>0.48 (0.42; 0.56)</td>
<td>0.51 (0.47; 0.59)</td>
<td>0.44 (0.40; 0.63)</td>
<td>0.012</td>
</tr>
<tr>
<td>Right atrial surface (cm²), Me (25%; 75%)</td>
<td>17 (15; 22)</td>
<td>18.7 (16; 25)</td>
<td>17 (14; 21)</td>
<td>0.027</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p id="t2-fn-1">Significance level at <italic>p</italic>-value &lt; 0.05; * comparison between Group A and Group B; Me (LQ; UQ): data presented as median with lower and upper quartiles</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p id="p-33">There were no significant differences between the two groups regarding cardiovascular risk factors, HF phenotype, or left-heart ultrasound parameters, including end-diastolic diameter, indexed left ventricular mass, LVEF, global longitudinal strain, indexed left atrial volume, and mean E/e’ ratio (all <italic>p</italic> &gt; 0.05). However, RV FAC (<italic>p</italic> = 0.005), RVFWLS (<italic>p</italic> = 0.008), RV Tei index (<italic>p</italic> = 0.012), and right atrial surface (<italic>p</italic> = 0.027) were significantly higher in severe sleep apnea. Systolic pulmonary arterial pressure, RV diameter, and TAPSE were similar between the two groups.</p>
<p id="p-34">To further investigate the relationship between right heart ultrasound parameters and severe SAS, ROC curve analysis was performed to determine the cut-off values of echocardiographic parameters associated with severe SAS, as observed in the above comparison.</p>
<p id="p-35">Univariate analysis revealed that RV FAC &lt; 40 [air under the curve (AUC) = 0.693, <italic>p</italic> = 0.010] increased the likelihood of belonging to Group A by 4 (OR = 4; 95% CI = 1.38–11; <italic>p</italic> = 0.09). For RVFWLS, a cut-off value &gt; –17 (AUC = 0.699, <italic>p</italic> = 0.008) increased the likelihood of belonging to Group A by 3.5 (OR = 3.5; 95% CI = 1.15–9.41; <italic>p</italic> = 0.002). An RV Tei index &gt; 0.50 (AUC = 0.692, <italic>p</italic> = 0.010) increased the likelihood of being classified in Group A by a factor of 3 (OR = 3; 95% CI = 1.06–8.56; <italic>p</italic> = 0.035).</p>
<p id="p-36">A multivariate study identified RVFWLS [hazard ratio (HR) = 0.892; 95% CI = 0.816–0.979; <italic>p</italic> = 0.036] as an independent predictor of severe SAS after binary logistic regression analysis, as shown in <xref ref-type="table" rid="t3">Table 3</xref>. A one-point decrease in RVFWLS was associated with an 11% increase in the risk of developing severe SAS.</p>
<table-wrap id="t3">
<label>Table 3</label>
<caption>
<p id="t3-p-1">
<bold>Multivariate analysis</bold>
</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>
<bold>Parameter</bold>
</th>
<th>
<bold>
<italic>p</italic>-value</bold>
</th>
<th>
<bold>HR</bold>
</th>
<th>
<bold>95% CI</bold>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>Right ventricular fractional area change</td>
<td>0.081</td>
<td>0.944</td>
<td>0.884–1.007</td>
</tr>
<tr>
<td>Right ventricular free wall longitudinal strain</td>
<td>0.036</td>
<td>0.892</td>
<td>0.816–0.979</td>
</tr>
<tr>
<td>Right ventricular Tei index</td>
<td>0.669</td>
<td>1.037</td>
<td>0.975–1.103</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p id="t3-fn-1">HR: hazard ratio</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4">
<title>Discussion</title>
<p id="p-37">This cross-sectional study included 71 patients (83.5%) diagnosed with chronic HF and SAS.</p>
<p id="p-38">The study revealed a notably high prevalence (83.5%) of SAS in HF patients, underscoring the significant association between these two major public health concerns. This finding raises the question of whether routine screening for SAS should be implemented in HF patients. According to the literature, the prevalence of SAS in HF patients ranges from 46% to 85% [<xref ref-type="bibr" rid="B12">12</xref>–<xref ref-type="bibr" rid="B17">17</xref>]. Using an AHI threshold of ≥ 5/h, several studies have reported that the prevalence of SAS in HF patients varies between 60% and 85% [<xref ref-type="bibr" rid="B14">14</xref>–<xref ref-type="bibr" rid="B19">19</xref>]. Using an AHI threshold of ≥ 5/h, several studies have reported that the prevalence of SAS in HF patients varies between 60 and 85% [<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B19">19</xref>–<xref ref-type="bibr" rid="B22">22</xref>]. The elevated frequency of SAS in our population can be explained by the high frequency of patients with HF with reduced and moderately reduced ejection fractions.</p>
<p id="p-39">In patients with chronic HF, the study found that while RVFWLS, RV Tei index, and RV FAC were associated with severe SAS in univariate analysis, only RVFWLS, with a threshold of –17, emerged as an independent predictor of severe SAS in HF patients with SAS. A 1% decrease in RVFWLS was associated with an 11% increase in the risk of developing severe SAS (HR = 0.892; 95% CI = 0.816–0.979; <italic>p</italic> = 0.036).</p>
<p id="p-40">Several studies have examined right ventricular remodeling and dysfunction in individuals with SAS, exploring the role of RV echocardiographic parameters in predicting the severity of SAS [<xref ref-type="bibr" rid="B23">23</xref>]. However, our study is the first to specifically investigate these parameters in patients with chronic HF, addressing a significant gap in the literature. Notably, there is a paucity of research on this topic within the context of HF, and our study contributes valuable insights in this area.</p>
<p id="p-41">RV strain is highlighted as a more sensitive early imaging marker for assessing the longitudinal function of the RV compared to conventional echocardiographic parameters commonly used in estimating global and regional RV systolic function.</p>
<p id="p-42">In a study by Tadic et al. [<xref ref-type="bibr" rid="B23">23</xref>], significant impairment in RVFWLS was observed in a large number of patients with obstructive SAS, demonstrating a progressive decline with increasing severity of SAS. RVFWLS exhibited more negative values (indicating worse strain) in patients with moderate SAS compared to those with mild SAS [standardized mean difference (SMD): 1.29 ± 0.21, 95% CI: 0.87–1.70, <italic>p</italic> &lt; 0.0001, data from three studies]. Similarly, patients with severe SAS showed more negative RVFWLS values compared to those with mild SAS (SMD: 1.26 ± 0.20, 95% CI: 0.87–1.65, <italic>p</italic> &lt; 0.0001, and data from three studies).</p>
<p id="p-43">However, this study did not report a statistically significant difference between moderate and severe SAS. Notably, our study is unique in including patients with HF, a population that was excluded from the previous investigation.</p>
<p id="p-44">Consistent with these findings, Hammerstingl et al. [<xref ref-type="bibr" rid="B9">9</xref>] reported a lower RV global longitudinal strain in subjects with higher AHI, showing a positive correlation with SAS severity. Tugcu et al. [<xref ref-type="bibr" rid="B5">5</xref>] also found significant correlations between AHI and various RV parameters, and RV mid-free wall strain and strain rate demonstrated the strongest associations. In our study, we specifically focused on RV-free wall strain to exclude the influence of the left ventricle. Notably, after performing binary logistic regression analysis, RVFWLS (HR = 0.892; 95% CI = 0.816–0.979; <italic>p</italic> = 0.036) emerged as an independent predictor for belonging to the severe SAS Group.</p>
<p id="p-45">RV FAC provides an estimate of overall RV systolic function. In a study by Romero-Corral et al. [<xref ref-type="bibr" rid="B24">24</xref>], involving 85 cases of obstructive SAS, a severe decline in RV FAC was observed in the severe SAS group compared to the mild SAS Group (53 ± 7% vs. 57 ± 6%; <italic>p</italic> = 0.01). Consistent with these findings, our investigation revealed a significant association between RV FAC and severe SAS in the univariate analysis. An RV FAC (%) below 40 increased the likelihood of being classified as having severe SAS by a factor of 4 (OR = 4; 95% CI = 1.38–11; <italic>p</italic> = 0.09).</p>
<p id="p-46">In a previous study conducted by Dursunoglu et al. [<xref ref-type="bibr" rid="B25">25</xref>], global right ventricular function was assessed using the RV Tei index in individuals diagnosed with SAS, excluding those with a history of cardiac or lung diseases. Their research revealed a robust correlation between the RV Tei index and AHI (<italic>r</italic> = 0.84; <italic>p</italic> &lt; 0.001), which closely aligns with the findings in our study.</p>
<p id="p-47">More recently, Akyol et al. [<xref ref-type="bibr" rid="B26">26</xref>] established a proportional relationship between the RV Tei index and the severity of obstructive SAS. Some studies have shown that continuous positive airway pressure therapy can improve the RV Tei index. Specifically, RV Tei index measurements taken at baseline and after 6 months of continuous positive airway pressure therapy demonstrated significant improvement in patients with OSA who did not have hypertension [<xref ref-type="bibr" rid="B25">25</xref>]. Romero-Corral et al. [<xref ref-type="bibr" rid="B24">24</xref>] highlighted altered right and left ventricular function in patients with obstructive SAS, particularly in those with moderate to severe SAS.</p>
<p id="p-48">In our study, the RV Tei index, with a cutoff value &gt; 0.50 (OR = 3; 95% CI = 1.06–8.56; <italic>p</italic> = 0.035), also demonstrated a correlation with the severity of SAS, though this was observed only in univariate analysis.</p>
<p id="p-49">The impact of obstructive SAS on RV systolic function (RV S’) remains controversial. Altekin et al. [<xref ref-type="bibr" rid="B27">27</xref>] in a study involving 79 patients, found no significant variation in RV S’ across different severity grades of obstructive SAS, consistent with our findings. However, Shivalkar et al. [<xref ref-type="bibr" rid="B28">28</xref>] reported a significant correlation between AHI and RV S’.</p>
<p id="p-50">In a study by Ibn Hadj Amor et al. [<xref ref-type="bibr" rid="B3">3</xref>] assessing right ventricular remodeling and dysfunction in obstructive SAS, TAPSE did not show a significant correlation with SAS severity. Similarly, Tadic et al. [<xref ref-type="bibr" rid="B23">23</xref>] observed a reduction in TAPSE in patients with SAS compared to controls, but this parameter proved insufficient for differentiating between SAS severity grades. Our study corroborates these findings.</p>
<p id="p-51">To our knowledge, this is the first study to assess the role of RV echocardiographic parameters in predicting the severity of SAS in patients with both chronic HF and SAS. However, this study has limitations. It was a single-center study with a small number of patients, which limits the generalization of the results. Further multicenter studies with larger populations are required to confirm our findings.</p>
<p id="p-52">In conclusion, we found that RVFWLS emerged as the only reliable indicator of SAS severity in individuals with both SAS and HF, underscoring its significant role in assessing SAS severity in this patient group. Therefore, a thorough assessment of RV function is necessary in HF patients with SAS, as it facilitates the detection of those with severe SAS.</p>
</sec>
</body>
<back>
<glossary>
<title>Abbreviations</title>
<def-list>
<def-item>
<term>AHI</term>
<def>
<p>apnea-hypopnea index</p>
</def>
</def-item>
<def-item>
<term>AUC</term>
<def>
<p>air under the curve</p>
</def>
</def-item>
<def-item>
<term>CSA</term>
<def>
<p>central sleep apnea</p>
</def>
</def-item>
<def-item>
<term>EDA</term>
<def>
<p>end-diastolic area</p>
</def>
</def-item>
<def-item>
<term>ESA</term>
<def>
<p>end-systolic area</p>
</def>
</def-item>
<def-item>
<term>ET</term>
<def>
<p>ejection time</p>
</def>
</def-item>
<def-item>
<term>HF</term>
<def>
<p>heart failure</p>
</def>
</def-item>
<def-item>
<term>HR</term>
<def>
<p>hazard ratio</p>
</def>
</def-item>
<def-item>
<term>IVCT</term>
<def>
<p>isovolumic contraction time</p>
</def>
</def-item>
<def-item>
<term>IVRT</term>
<def>
<p>isovolumic relaxation time</p>
</def>
</def-item>
<def-item>
<term>LVEF</term>
<def>
<p>left ventricular ejection fraction</p>
</def>
</def-item>
<def-item>
<term>OSAs</term>
<def>
<p>obstructive sleep apneas</p>
</def>
</def-item>
<def-item>
<term>ROC</term>
<def>
<p>receiver operating characteristic</p>
</def>
</def-item>
<def-item>
<term>RV FAC</term>
<def>
<p>right ventricle fractional area change</p>
</def>
</def-item>
<def-item>
<term>RV S’</term>
<def>
<p>peak systolic velocity of the tricuspid annulus</p>
</def>
</def-item>
<def-item>
<term>RV</term>
<def>
<p>right ventricle</p>
</def>
</def-item>
<def-item>
<term>RVFWLS</term>
<def>
<p>right ventricular free wall longitudinal strain</p>
</def>
</def-item>
<def-item>
<term>SAS</term>
<def>
<p>sleep apnea syndrome</p>
</def>
</def-item>
<def-item>
<term>SMD</term>
<def>
<p>standardized mean difference</p>
</def>
</def-item>
<def-item>
<term>TAPSE</term>
<def>
<p>tricuspid annular plane systolic excursion</p>
</def>
</def-item>
</def-list>
</glossary>
<sec id="s5">
<title>Declarations</title>
<sec id="t-5-1">
<title>Author contributions</title>
<p>S Antit: Conceptualization, Investigation, Methodology. FY: Investigation, Writing—original draft, Writing—review &amp; editing. ML: Writing—original draft, Formal analysis. AB and S Abdellatif: Data curation. MRC: Supervision, Validation. LZ: Validation, Visualization. All authors read and approved the submitted version.</p>
</sec>
<sec id="t-5-2" sec-type="COI-statement">
<title>Conflicts of interest</title>
<p>The authors declare that they have no conflicts of interest.</p>
</sec>
<sec id="t-5-3">
<title>Ethical approval</title>
<p>The study was approved by the Ethics Committee of the Internal Security Forces Hospital (Ethical approval number: 27/24).</p>
</sec>
<sec id="t-5-4">
<title>Consent to participate</title>
<p>Informed consent to participate in the study was obtained from all participants.</p>
</sec>
<sec id="t-5-5">
<title>Consent to publication</title>
<p>Not applicable.</p>
</sec>
<sec id="t-5-6" sec-type="data-availability">
<title>Availability of data and materials</title>
<p>The raw data supporting the conclusions of this manuscript will be made available by the authors, without undue reservation, to any qualified researcher.</p>
</sec>
<sec id="t-5-7">
<title>Funding</title>
<p>Not applicable.</p>
</sec>
<sec id="t-5-8">
<title>Copyright</title>
<p>© The Author(s) 2025.</p>
</sec>
</sec>
<sec id="s6">
<title>Publisher’s note</title>
<p>Open Exploration maintains a neutral stance on jurisdictional claims in published institutional affiliations and maps. All opinions expressed in this article are the personal views of the author(s) and do not represent the stance of the editorial team or the publisher.</p>
</sec>
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