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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pediatr.</journal-id>
<journal-title>Frontiers in Pediatrics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pediatr.</abbrev-journal-title>
<issn pub-type="epub">2296-2360</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fped.2025.1463484</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pediatrics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Impact of cessation of caffeine citrate therapy on intermittent hypoxemia patterns among preterm infants born before 34 weeks</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Mashep</surname><given-names>Peter Kipkurui</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/2790308/overview" /><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/></contrib>
<contrib contrib-type="author"><name><surname>Ochieng</surname><given-names>Roseline</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2239884/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/></contrib>
<contrib contrib-type="author"><name><surname>Coleman</surname><given-names>Jesse</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Waiyego</surname><given-names>Mary</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Ginsburg</surname><given-names>Amy Sarah</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Chomba</surname><given-names>Dorothy</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/investigation/"/><role content-type="https://credit.niso.org/contributor-roles/project-administration/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Ondieki</surname><given-names>Morris Ogero</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref><role content-type="https://credit.niso.org/contributor-roles/data-curation/"/><role content-type="https://credit.niso.org/contributor-roles/validation/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/></contrib>
<contrib contrib-type="author"><name><surname>Irimu</surname><given-names>Grace</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Macharia</surname><given-names>William M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/><role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/><role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/supervision/"/><role content-type="https://credit.niso.org/contributor-roles/visualization/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/></contrib>
<contrib contrib-type="author"><name><surname>Ansermino</surname><given-names>J. Mark</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref><uri xlink:href="https://loop.frontiersin.org/people/312828/overview"/><role content-type="https://credit.niso.org/contributor-roles/methodology/"/><role content-type="https://credit.niso.org/contributor-roles/resources/"/><role content-type="https://credit.niso.org/contributor-roles/software/"/><role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/><role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><institution>Department of Paediatrics, Aga Khan University</institution>, <addr-line>Nairobi</addr-line>, <country>Kenya</country></aff>
<aff id="aff2"><label><sup>2</sup></label><institution>Department of Medicine, University of British Columbia</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<aff id="aff3"><label><sup>3</sup></label><institution>Department of Paediatrics, Kenyatta National Hospital</institution>, <addr-line>Nairobi</addr-line>, <country>Kenya</country></aff>
<aff id="aff4"><label><sup>4</sup></label><institution>Clinical Trials Center, University of Washington</institution>, <addr-line>Seattle, WA</addr-line>, <country>United States</country></aff>
<aff id="aff5"><label><sup>5</sup></label><institution>Department of Infectious Disease Epidemiology and International Health, London School of Hygiene and Tropical Medicine (LSHTM)</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country></aff>
<aff id="aff6"><label><sup>6</sup></label><institution>Department of Paediatrics and Child Health, University of Nairobi</institution>, <addr-line>Nairobi</addr-line>, <country>Kenya</country></aff>
<aff id="aff7"><label><sup>7</sup></label><institution>Department of Anaesthesia, Pharmacology and Therapeutics, University of British Columbia</institution>, <addr-line>Vancouver, BC</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Paolo Montaldo, Imperial College London, United Kingdom</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Caterina Coviello, Careggi University Hospital, Italy</p>
<p>Wissam Shalish, McGill University Health Centre, Canada</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Peter Kipkurui Mashep <email>mashep.peter@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>23</day><month>06</month><year>2025</year></pub-date>
<pub-date pub-type="collection"><year>2025</year></pub-date>
<volume>13</volume><elocation-id>1463484</elocation-id>
<history>
<date date-type="received"><day>12</day><month>07</month><year>2024</year></date>
<date date-type="accepted"><day>19</day><month>05</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Mashep, Ochieng, Coleman, Waiyego, Ginsburg, Chomba, Ondieki, Irimu, Macharia and Ansermino.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Mashep, Ochieng, Coleman, Waiyego, Ginsburg, Chomba, Ondieki, Irimu, Macharia and Ansermino</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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><sec><title>Introduction</title>
<p>Intermittent hypoxemia (IH) is defined as oxygen saturation (SpO<sub>2</sub>) drop &#x2265;5&#x0025; from the baseline (set at 90&#x2005;s preceding the event) to a level less than 90&#x0025; lasting for &#x2265;5&#x2005;s. Caffeine citrate, the standard of care for apnea of prematurity, reduces IH events. IH contributes to both short and long-term adverse neurologic outcomes. Standard patient monitors cannot detect IH events due to long averaging times.</p>
</sec><sec><title>Objective</title>
<p>Describe change in patterns of IH events in preterms &#x003C;34 weeks before and after cessation of caffeine citrate and factors associated.</p>
</sec><sec><title>Methods</title>
<p>Interrupted time series study design. Data was collected from 1 December 2022 to 30 June 2023. MASIMO RAD-G oximeter was used, and analysis done using Trace software V3028 output was desaturation frequency, duration, and time. Data exported, stored, and analyzed using Excel 2016. Change in slope compared visually in two time periods interrupted at 34 weeks and objective statistical analysis done using the Student-<italic>T</italic>-test, CI 95&#x0025; with <italic>p</italic>-value &#x003C;0.05 considered significant.</p>
</sec><sec><title>Results</title>
<p>49 patients medical records available for secondary analysis. Frequency of IH events increased from 7.94 to 40.94 events/hour (5-fold). IH events of durations lasting between 0 and 10&#x2005;s, and &#x003E;20&#x2005;s decreased by 12.3&#x0025; and 6.8&#x0025;, respectively, while those lasting 10&#x2013;20&#x2005;s increased by 17&#x0025;. The mildly severe IH events decreased by nearly half, 46.9&#x0025; (78.4&#x0025; to 31.5&#x0025;), while both the moderately severe and severe IH events increased by 17.4&#x0025; (18.5&#x0025;&#x2013;35.9&#x0025;), and 26&#x0025; (6.7&#x0025; to 32.7&#x0025;) respectively. The time spent in hypoxemia increased by 2.3&#x2005;h/week/patient, while the cumulative time in hypoxemia increased by 1.6&#x2005;h/patient. Preterms exposure to ACS (antenatal corticosteroids) was associated with decrease in IH events.</p>
</sec><sec><title>Conclusion</title>
<p>Caffeine citrate cessation leads to worsening of IH events with increased frequency, duration, severity and cumulative time spent in hypoxemia. Exposure to ACS was associated with decrease in IH events.</p>
</sec><sec><title>Recommendation</title>
<p>Caffeine citrate therapy use beyond 34 weeks is likely to be beneficial especially in the context of LMIC where antenatal steroid is not always administered, and monitoring of preterm babies is suboptimal. Safe cessation of caffeine therapy requires monitoring to detect IH events.</p>
</sec>
</abstract>
<kwd-group>
<kwd>intermittent hypoxemia</kwd>
<kwd>caffeine citrate</kwd>
<kwd>interrupted time series</kwd>
<kwd>preterm infants</kwd>
<kwd>LMIC (low and middle income countries)</kwd>
</kwd-group><contract-num rid="cn001">INV-035872</contract-num><contract-sponsor id="cn001">Bill and Melinda Gates Foundation</contract-sponsor><counts>
<fig-count count="11"/>
<table-count count="2"/><equation-count count="0"/><ref-count count="28"/><page-count count="11"/><word-count count="0"/></counts><custom-meta-wrap><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Neonatology</meta-value></custom-meta></custom-meta-wrap>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><title>Introduction</title>
<p>Intermittent hypoxemia (IH) events are brief repetitive cycles of desaturation (SpO<sub>2</sub> &#x003C;90&#x0025;) followed by a return to normoxemia (SpO<sub>2</sub> &#x2265;90&#x0025;) (<xref ref-type="bibr" rid="B1">1</xref>). Apnea of prematurity (AoP) and immature control of breathing are the postulated underlying physiological mechanisms in preterm infants (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). Accurate assessment of IH requires continuous pulse oximetry monitoring equipment with short averaging times that display trends (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B3">3</xref>). Conventional critical care charts do not include IH events which may occur in regular patterns or irregular clusters with variable nadirs (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Infants with high-risk patterns of IH are predisposed to greater mortality and morbidity, including neurodevelopmental impairment with decreased cognitive development and language delay, retinopathy of prematurity, poor weight gain, and BPD (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>). Early onset IH is associated with an increased risk of asthma at 2 years of age, while a higher frequency of IH events after 3&#x2013;5 weeks of age is associated with retinopathy of prematurity (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B15">15</xref>). An increase in IH events can provide early warning to adverse events, such as neonatal sepsis, BPD and prolonged newborn intensive care unit stay (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>The incidence of IH increases with severity of prematurity and among extremely preterm infants born less than 28 weeks gestation, it is lowest immediately after birth steadily increasing over the first 3 days, and peaks between 4 and 6 weeks postnatal age (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B15">15</xref>). Interventions that reduce the incidence of IH events include caffeine citrate, oxygen supplementation, optimization of respiratory support, and correction of anemia. Caffeine reduces the number of IH events per hour by 52&#x0025; and results in a reduction in time spent by infants with a SpO<sub>2</sub> &#x003C;90&#x0025; by 47&#x0025; (seconds spent in hypoxemia per hour monitored) (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B19">19</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>). While guidelines recommend cessation of caffeine therapy at 34 weeks based on the reduced risk of AoP after this age, there is some evidence that IH events may increase after cessation (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B21">21</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>).</p>
<p>Challenges facing preterm infants care in low- and middle-income countries include inadequate administration of antenatal corticosteroids (ACS), inconsistent availability and high cost of caffeine citrate, higher prevalence of neonatal co-morbidities (<xref ref-type="bibr" rid="B25">25</xref>). In addition, there is insufficient respiratory support and monitoring equipment and inadequately staffed units (<xref ref-type="bibr" rid="B25">25</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>). Adequate provision and implementation of antenatal care for anticipated preterm deliveries and caffeine citrate for infants born less than 34 weeks gestation become the cornerstone for improving neonatal outcomes in such settings (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>).</p>
</sec>
<sec id="s2"><title>Objectives</title>
<p>The primary objective was to study the impact of cessation of caffeine citrate therapy on the trend of IH events in preterm infants. Secondary objectives were to describe the change in frequency, duration, and severity of IH events, and the time spent in hypoxemia and comparison of IH events in babies exposed and those not exposed to antenatal steroids.</p>
</sec>
<sec id="s3" sec-type="methods"><title>Methods</title>
<sec id="s3a"><title>Study site</title>
<p>Nested within a quality improvement study evaluating the feasibility of management of AoP with caffeine citate which took place in the newborn unit (NBU) of a tertiary care teaching hospital in Kenya. Infants were recruited from May 2022 to June 2023, and the IH data collected during phase 2 of the study between December 2022 and June 2023 (<xref ref-type="bibr" rid="B25">25</xref>). The study had two phases and provided caffeine with continuous monitoring as the intervention. The first phase consisted of formative research to develop a context-appropriate prototype clinical care bundle for management of AoP that included caffeine citrate and an implementation strategy using currently available evidence, key stakeholders&#x2019; consensus opinion, and high-quality context-appropriate clinical data. The second phase was a quality improvement study to pilot implementation and optimization of an AoP clinical care bundle that incorporates caffeine citrate using a plan-do-study-act framework. The quality improvement strategy focused on adoptability, feasibility, usability, acceptability, adherence, and accessibility by target users, including healthcare administrators, healthcare providers, and caregivers of neonates.</p>
</sec>
<sec id="s3b"><title>Study population</title>
<p>The eligibility criteria for recruitment to the primary study included all newborn infants admitted to the tertiary NBU during the study period who were less than 34 weeks gestation by dates or had a birth weight of less than 1,500&#x2005;g and estimated gestational age by the New Ballard score of less than 34 weeks. Eligible neonates whose caregiver provided written informed consent were enrolled and caffeine citrate therapy was based on existing hospital guidelines.</p>
</sec>
<sec id="s3c"><title>Study definitions</title>
<p>IH event - a drop in SpO<sub>2</sub> of at least 5&#x0025; from baseline with a nadir &#x003C;90&#x0025; lasting for at least 5&#x2005;s (<xref ref-type="bibr" rid="B1">1</xref>). Time window for baseline was set at 90&#x2005;s preceding the event. Desaturation index (DSI) - mean number of IH events per hour recorded (<xref ref-type="bibr" rid="B1">1</xref>). Duration of IH events - mean duration in seconds and divided into three categories: 0&#x2013;10&#x2005;s; 10&#x2013;20&#x2005;s; and &#x003E;20&#x2005;s (<xref ref-type="bibr" rid="B1">1</xref>).</p>
</sec>
<sec id="s3d"><title>Study design</title>
<p>The study design consisted of an interrupted time series (ITS) without a control arm to compare the trend of IH events during and after cessation of caffeine treatment. The intervention was caffeine citrate cessation, and the interruption point was at 34 weeks gestational age. ITS modeling algorithms were used to model the forecast trend in the absence of the intervention (<xref ref-type="bibr" rid="B20">20</xref>).</p>
</sec>
<sec id="s3e"><title>Study procedures</title>
<p>After obtaining written informed consent, eligible infants were enrolled and started on caffeine citrate based on existing hospital protocols. Treatment decisions for the infants were made by the attending hospital physicians and the dose of caffeine citrate was a standard low-dose regimen with a loading dose of 20&#x2005;mg/kg administered enterally or parentally at birth followed by 5&#x2013;10&#x2005;mg/kg/day maintenance dose as recommended till 34 weeks gestational age. Treatment was stopped once infants ceased having clinically detectable apnea. Occurrence of apnea was monitored clinically by observation for cessation of breathing for more than 20&#x2005;s, desaturation to less than 90&#x0025;, and bradycardia of less than 100 beats per minute using the standard patient monitors which were used for clinical decisions. MASIMO Rad G pulse oximetry monitoring devices were applied to eligible infants for durations exclusively determined by the NBU attending physician and were set to provide readings at an averaging time of 2&#x2005;s intervals. These recordings were stored in the device memory and transferred to the study computer every 24&#x2005;h. Therefore, not all infants had pulse oximetry recordings from the study devices. Respiratory support options in the unit included blended and unblended humidified oxygen by nasal prongs, continuous positive airway pressure (CPAP), and conventional mechanical ventilation.</p>
<p>Enrolled neonates were followed up from initiation of caffeine treatment up to 7 days after the discontinuation of caffeine as determined by the NBU attending physician or to 38 weeks gestational age. Data collection continued for neonates who underwent escalation of care to CPAP or mechanical ventilation.</p>
</sec>
<sec id="s3f"><title>Data management</title>
<sec id="s3f1"><title>Data collection and storage</title>
<p>Clinical data were collected using REDCap electronic data collection forms and stored in the REDCap software server account. Pulse oximetry recordings were downloaded weekly and stored in the MASIMO Trace V3025, Build Number 028 software database installed in a secure dedicated study laptop.</p>
</sec>
<sec id="s3f2"><title>Data analysis</title>
<p>The baseline data, socio-demographic, clinical, morbidity, and treatment characteristics were presented in a summary table. Pulse oximetry data were downloaded from the MASIMO RAD G devices onto the study laptop directly and processed using the MASIMO Trace V3025, Build Number 028 software database tools. Pre-processing was done to crop out blank and invalid sections of records and then valid segments were analyzed in segments of 24-h periods. The Trace software report-generating module produced summaries which were exported as PDF files.</p>
<p>The raw daily data were read and tabulated in a master Microsoft Excel (2016) spreadsheet for each patient and by postmenstrual age. Time series trends were then plotted from the daily data using the Excel chart features for the actual data. The interrupted time series (ITS) analysis was done using autoregressive integrated moving averages (ARIMA) and the Seasonal ARIMA (SARIMA) algorithms where applicable. Between 3 and 5 models were generated using different parameters and the optimal model selected was one with the least Akaike&#x0027;s Information Criterion (AIC) and Bayesian Information Criterion (BIC) (<xref ref-type="bibr" rid="B28">28</xref>). The Real Statistics Resource Pack software (Release 8.9.1), Copyright (2013&#x2013;2023) Charles Zaiontz. <ext-link ext-link-type="uri" xlink:href="https://www.real-statistics.com">https://www.real-statistics.com</ext-link> was utilized.</p>
<p>Aggregate weekly data for actual and forecast model data was done. Interrupted time series charts for each of the study endpoints were then plotted using the aggregated actual and forecast model data to produce the actual and counterfactual trends respectively and the post-interruption slope difference between the actual and counterfactual trends was analyzed with Student-<italic>t</italic>-test for statistical significance. Analysis was also done for the following secondary endpoints: (i) Duration &#x2013; proportion of IH events with duration 0&#x2013;10&#x2005;s, 10&#x2013;20&#x2005;s, and &#x003E;20&#x2005;s; (ii) Severity - proportion of IH events in mild category (SpO<sub>2</sub> range 85&#x0025;&#x2013;89&#x0025;), moderate category (SpO<sub>2</sub> range 80&#x0025;&#x2013;84&#x0025;), and severe category (SpO<sub>2</sub> range &#x003C;80&#x0025;); (iii) Time spent in hypoxemia (Hours); (iv) Cumulative time spent in hypoxemia (SpO<sub>2</sub> &#x003C;90&#x0025;); (v) Comparison of IH events in infants exposed and unexposed to ACS.</p>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="results"><title>Results</title>
<p>A total of 49 participants enrolled in the implementation phase 2 of the parent study had complete data available for enrollment and constituted the sample size for the IH study. The monitoring of the babies using the study pulse oximetry gadget was at the discretion of the attending physicians and nurses. A total of 786 patient days (14,502.73&#x2005;h) of observation was available for participants aged between 26 and 38 weeks and 3 days. The infants were monitored for average blocks of 23&#x2005;h per day. Caffeine was stopped when infants attained 34 weeks gestational age (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>).</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Study flow diagram. A total of 182 infants were eligible for the parent study. However, only 50 had the continuous pulse oximetry required for this study. One of these had corrupted data and was excluded, and therefore the final eligible number was 49.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g001.tif"/>
</fig>
<p>One infant received surfactant treatment, and two infants received CPAP respiratory support soon after birth. None of the study participants needed escalation of care nor was diagnosed with any chronic complication of prematurity such as BPD or retinopathy. The baseline characteristics of the study population and the main outcomes are summarized in <xref ref-type="table" rid="T1">Tables&#x00A0;1</xref>, <xref ref-type="table" rid="T2">2</xref> respectively.</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Characteristics of the study subjects.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Characteristic</th>
<th valign="top" align="center">Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Mothers no. (&#x0025;)</td>
<td valign="top" align="center">47 (100)</td>
</tr>
<tr>
<td valign="top" align="left">Age, years median (IQR)</td>
<td valign="top" align="center">28 (7)</td>
</tr>
<tr>
<td valign="top" align="left">Antenatal steroids, No. (&#x0025;)</td>
<td valign="top" align="center">28 (63.6&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">Caesarian section delivery, No. (&#x0025;)</td>
<td valign="top" align="center">26 (55.3&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x003C;28 weeks</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;28&#x2013;&#x003C;32 weeks</td>
<td valign="top" align="center">13 (27.7)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265;32 weeks</td>
<td valign="top" align="center">13 (27.7)</td>
</tr>
<tr>
<td valign="top" align="left">HTN, No. (&#x0025;)</td>
<td valign="top" align="center">14 (29.8)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x003C;28 weeks</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;28&#x2013;&#x003C;32 weeks</td>
<td valign="top" align="center">5 (10.6)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265;32 weeks</td>
<td valign="top" align="center">9 (19.1)</td>
</tr>
<tr>
<td valign="top" align="left">Infection, No. (&#x0025;)</td>
<td valign="top" align="center">13 (27.7)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x003C;28 weeks</td>
<td valign="top" align="center">0</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;28&#x2013;&#x003C;32 weeks</td>
<td valign="top" align="center">5 (10.6)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265;32 weeks</td>
<td valign="top" align="center">8 (17)</td>
</tr>
<tr>
<td valign="top" align="left">Singleton gestation, No. (&#x0025;)</td>
<td valign="top" align="center">44 (93.6)</td>
</tr>
<tr>
<td valign="top" align="left">Parity, mean</td>
<td valign="top" align="center">2.7</td>
</tr>
<tr>
<td valign="top" align="left">Infants at birth No. (&#x0025;)</td>
<td valign="top" align="center">49 (100)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Gestational age, No. (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;28 weeks</td>
<td valign="top" align="center">6 (12.2)</td>
</tr>
<tr>
<td valign="top" align="left">28&#x2013;&#x003C;32 weeks</td>
<td valign="top" align="center">29 (59.2)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265;32 weeks</td>
<td valign="top" align="center">14 (28.6)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Birth weight (g)</td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;28 weeks</td>
<td valign="top" align="center">870.8</td>
</tr>
<tr>
<td valign="top" align="left">28&#x2013;&#x003C;32 weeks</td>
<td valign="top" align="center">1,337.80</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265;32 weeks</td>
<td valign="top" align="center">1,453.60</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Chronological age at recruitment, days median (IQR)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x003C;28 weeks</td>
<td valign="top" align="center">3 (6)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;28&#x2013;&#x003C;32 weeks</td>
<td valign="top" align="center">5 (5)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;&#x2265;32 weeks</td>
<td valign="top" align="center">5 (5)</td>
</tr>
<tr>
<td valign="top" align="left">Female, No. (&#x0025;)</td>
<td valign="top" align="center">18 (36.7)</td>
</tr>
<tr>
<td valign="top" align="left">Born at study institution, No. (&#x0025;)</td>
<td valign="top" align="center">46 (93.9)</td>
</tr>
<tr>
<td valign="top" align="left">Singleton infant, No. (&#x0025;)</td>
<td valign="top" align="center">44 (89.8)</td>
</tr>
<tr>
<td valign="top" align="left">Apgar score at 5&#x2005;min (MEDIAN, IQR)</td>
<td valign="top" align="center">8 (2)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Temperature, degrees Celcius, median (IQR)</td>
</tr>
<tr>
<td valign="top" align="left">&#x003C;28 weeks</td>
<td valign="top" align="center">36.1 (1.7)</td>
</tr>
<tr>
<td valign="top" align="left">28&#x2013;&#x003C;32 weeks</td>
<td valign="top" align="center">35.8 (1.1)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2265;32 weeks</td>
<td valign="top" align="center">35.7 (0.85)</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>List of outcomes.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">S/No</th>
<th valign="top" align="center">Outcome (measurement unit)</th>
<th valign="top" align="center">Actual slope (unit/week) - Caffeine ceased</th>
<th valign="top" align="center">Counterfactual slope (unit/week) - Caffeine not ceased</th>
<th valign="top" align="center">Post-interruption period slope difference (<italic>p</italic>-value)</th>
<th valign="top" align="center">Remarks: Impact of caffeine cessation on trend of IH events</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Frequency of IH events (events/hour)</td>
<td valign="top" align="center">8.3</td>
<td valign="top" align="center">0.9</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="left">Increased frequency 7.9&#x2013;49.9 IH events/hour</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="4">2</td>
<td valign="top" align="left" colspan="5">Duration of IH events (&#x0025; events)</td>
</tr>
<tr>
<td valign="top" align="left">a) 0&#x2013;10&#x2005;s</td>
<td valign="top" align="center">&#x2212;0.7</td>
<td valign="top" align="center">3.4</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="left">Decreased proportion of events by 16.4&#x0025;</td>
</tr>
<tr>
<td valign="top" align="left">b) 10&#x2013;20&#x2005;s</td>
<td valign="top" align="center">0.9</td>
<td valign="top" align="center">&#x2212;2.2</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="left">Increased proportion of events by 12.3&#x0025;</td>
</tr>
<tr>
<td valign="top" align="left">c) &#x003E;20&#x2005;s</td>
<td valign="top" align="center">&#x2212;1.7</td>
<td valign="top" align="center">0.8</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="left">Decreased proportion of events by 9.9&#x0025;</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="4">3</td>
<td valign="top" align="left" colspan="5">Severity of IH events (&#x0025; events)</td>
</tr>
<tr>
<td valign="top" align="left">a) Mild</td>
<td valign="top" align="center">&#x2212;8.2</td>
<td valign="top" align="center">3.6</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="left">Decreased proportion of events by 46.9&#x0025;</td>
</tr>
<tr>
<td valign="top" align="left">b) Moderate</td>
<td valign="top" align="center">4.3</td>
<td valign="top" align="center">&#x2212;0.1</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="left">Increased proportion of events by 17.4&#x0025;</td>
</tr>
<tr>
<td valign="top" align="left">c) Severe</td>
<td valign="top" align="center">3.7</td>
<td valign="top" align="center">&#x2212;2.9</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="left">Increased proportion of events by 26&#x0025;</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">4</td>
<td valign="top" align="left" colspan="5">Time in hypoxemia (SpO<sub>2</sub> &#x003C;90&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">a) Total time (hours/week)</td>
<td valign="top" align="center">0.2</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">0.013</td>
<td valign="top" align="left">Increased time in hypoxemia per week to 31&#x2005;h/week</td>
</tr>
<tr>
<td valign="top" align="left">b) Cumulative time (hours)</td>
<td valign="top" align="center">36.7</td>
<td valign="top" align="center">15.1</td>
<td valign="top" align="center">0.000</td>
<td valign="top" align="left">Increased total time in hypoxemia by 85.4&#x2005;h at 38 weeks GA</td>
</tr>
<tr>
<td valign="top" align="left" rowspan="3">5</td>
<td valign="top" align="left" colspan="5">Antenatal corticosteroids</td>
</tr>
<tr>
<td valign="top" align="left">a) No exposure (IH events/hour)</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">0.031</td>
<td valign="top" align="left">Increased events in infants without ACS exposure from 10 to 50 events/hour. ACS-exposed infants had a reduction in events</td>
</tr>
<tr>
<td valign="top" align="left">b) Exposed (IH events/hour)</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x2212;1</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s4a"><title>Primary outcome: effect of caffeine cessation on frequency of IH events</title>
<p>Caffeine therapy cessation was associated with a five-fold increase in number of IH events per hour (7.9&#x2013;40.9 IH events per hour) by 38 weeks gestational age, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (<xref ref-type="fig" rid="F2">Figure&#x00A0;2</xref>).</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>Effect of caffeine cessation on number of intermittent hypoxemia (IH) events. The baseline number of events was 3&#x2013;8 events per hour while the infants were on caffeine therapy, but these increased exponentially on cessation of therapy reaching 41 events per hour by 38 weeks GA.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g002.tif"/>
</fig>
</sec>
<sec id="s4b"><title>Secondary outcomes</title>
<p>A decrease in the proportion of IH events lasting 0&#x2013;10&#x2005;s by 16.4&#x0025; (95.02&#x0025;&#x2013;78.6&#x0025;) by 38 weeks gestational age was observed, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.000785 (<xref ref-type="fig" rid="F3">Figure&#x00A0;3</xref>). However, there was an increase in the proportion of IH events lasting 10&#x2013;20&#x2005;s by 12.3&#x0025; (5.87&#x0025;&#x2013;18.20&#x0025;), <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (<xref ref-type="fig" rid="F4">Figure&#x00A0;4</xref>) and no effect on the existing downward trend of the proportion of IH events lasting &#x003E;20&#x2005;s, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (<xref ref-type="fig" rid="F5">Figure&#x00A0;5</xref>).</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>Effect of caffeine therapy cessation on proportion of intermittent hypoxemia (IH) events of 0&#x2013;10&#x2005;s duration. The proportion of events of this duration plateaued on cessation of therapy indicating an increase in the events with longer duration.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g003.tif"/>
</fig>
<fig id="F4" position="float"><label>Figure 4</label>
<caption><p>Effect of caffeine therapy cessation on proportion of intermittent hypoxemia (IH) events of 10&#x2013;20&#x2005;s duration. The proportion of events stopped decreasing and started increasing in trend one week after cessation of caffeine.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g004.tif"/>
</fig>
<fig id="F5" position="float"><label>Figure 5</label>
<caption><p>Effect of caffeine therapy cessation on proportion of intermittent hypoxemia events of &#x003E;20&#x2005;s duration. The decreasing trend of these events was briefly plateaued after one week and for one week and then resumed a downward trend.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g005.tif"/>
</fig>
<p>The overall impact of caffeine cessation on severity of IH events was an increase in severe IH and moderate IH events and a reduction in mild IH events. The mildly severe IH events decreased by nearly half, 46.9&#x0025; (78.4&#x0025;&#x2013;31.5&#x0025;) <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (<xref ref-type="fig" rid="F6">Figure&#x00A0;6</xref>), while both the moderately severe and severe IH events increased by 17.4&#x0025; (18.5&#x0025;&#x2013;35.9&#x0025;), <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (<xref ref-type="fig" rid="F7">Figure&#x00A0;7</xref>), and by 26&#x0025; (6.7&#x0025;&#x2013;32.7&#x0025;) respectively, <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 (<xref ref-type="fig" rid="F8">Figure&#x00A0;8</xref>).</p>
<fig id="F6" position="float"><label>Figure 6</label>
<caption><p>Effect of caffeine therapy cessation on proportion of intermittent hypoxemia events of mild severity (SpO<sub>2</sub> 85&#x0025;&#x2013;89&#x0025;). There was a change from an increasing to a decreasing trend.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g006.tif"/>
</fig>
<fig id="F7" position="float"><label>Figure 7</label>
<caption><p>Effect of caffeine therapy cessation on proportion of moderately severe intermittent hypoxemia events (SpO<sub>2</sub> 80&#x0025;&#x2013;84&#x0025;). There was a change in trend from a plateau of about 17&#x0025; to an increasing trend reaching 36&#x0025; by 38 weeks gestational age.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g007.tif"/>
</fig>
<fig id="F8" position="float"><label>Figure 8</label>
<caption><p>Effect of caffeine therapy cessation on proportion of severe intermittent hypoxemia events (SpO<sub>2</sub> &#x003C;80&#x0025;). The trend changed from a decreasing one to increasing trend.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g008.tif"/>
</fig>
<p>There was a rapid increase in the rate of time spent in hypoxemia from a baseline rate of 0.1&#x2005;h/week/patient after caffeine cessation at 34 weeks GA reaching a rate of 2.4&#x2005;h/week/patient at 38 weeks GA <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="F9">Figure&#x00A0;9</xref>. In effect, the cumulative time spent in hypoxia increased by 1.6&#x2005;h/patient above the forecast time by end of 38 weeks gestational age <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01, <xref ref-type="fig" rid="F10">Figure&#x00A0;10</xref>. This increasing trend was also demonstrated on sub-analysis of data by severity of IH events.</p>
<fig id="F9" position="float"><label>Figure 9</label>
<caption><p>Effect of caffeine therapy cessation on the time (hours/week) spent by infants in hypoxemia (SpO<sub>2</sub> &#x003C;90&#x0025;). There was a drastic increase in the time spent in hypoxemia after cessation of therapy.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g009.tif"/>
</fig>
<fig id="F10" position="float"><label>Figure 10</label>
<caption><p>Effect of caffeine therapy cessation on cumulative time spent by infants in hypoxemia (SpO<sub>2</sub> &#x003C;90&#x0025;). The infants had a greater time spent in hypoxemia when therapy was stopped compared with if therapy continued.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g010.tif"/>
</fig>
<p>The number of IH events increased among infants who were not exposed to ACS compared to those exposed, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.03 (<xref ref-type="fig" rid="F11">Figure&#x00A0;11</xref>).</p>
<fig id="F11" position="float"><label>Figure 11</label>
<caption><p>Effect of caffeine therapy cessation on the number of intermittent hypoxemia events among babies exposed and those not exposed to maternal antenatal steroids. Both groups of babies had similar patterns during therapy. The babies whose mothers received antenatal steroids did not experience a rise in intermittent hypoxia events on cessation of therapy awhile those that were not exposed experienced a rapid rise in the number of events.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fped-13-1463484-g011.tif"/>
</fig>
</sec>
</sec>
<sec id="s5" sec-type="discussion"><title>Discussion</title>
<p>Current guidelines recommend caffeine citrate as the drug of choice for prevention of AoP in all infants born prior to 34 weeks GA until 34&#x2013;36 weeks with no clinically apparent apnea for 5&#x2013;7 days and was the practice in the tertiary care NBU (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>). The IH events of a low-risk phenotype existed during caffeine therapy at a rate of 2&#x2013;8 IH events per hour, lasting 0&#x2013;10&#x2005;s and with nadir SpO<sub>2</sub> in the mild 85&#x0025;&#x2013;89&#x0025; range. Upon cessation of caffeine therapy, the IH events were transformed to high-risk phenotype with a sharp and steady increase in frequency, duration, and severity. While existing studies indicate that continuation of therapy maintains the low risk IH events, this study demonstrates that interruption of therapy transforms these events to the high-risk type (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B15">15</xref>). The clinical significance of this finding remains to be evaluated.</p>
<p>The proportion of IH events with prolonged duration of greater than 20&#x2005;s were also detected in these infants during caffeine therapy. Although there was a declining trend, the absolute number of these IH events increased due to the overall increase in the number of IH events. This highlights the importance of the need for high quality monitoring devices since such events will not be identified and considered during evaluation for caffeine cessation at 34 weeks (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>The study participants experienced IH events while on caffeine therapy contributing to a cumulative time spent in hypoxemia of 5.7&#x2005;h/patient by 34 weeks gestational age. Cessation of caffeine at 34 weeks increased the cumulative time spent in hypoxemia to 7.7&#x2005;h/patient hours by 38 weeks GA compared with 6.1&#x2005;h/patient forecasted with continued therapy. This is an additional 1.6&#x2005;h/patient (26.2&#x0025;) more time in hypoxemia. The clinical significance of this observation is unclear, and further studies may be useful. Using appropriate technologies to detect apnea and IH events could optimize time spent in the recommended target range of 90&#x0025;&#x2013;95&#x0025; and potentially avert adverse neonatal neurologic outcomes associated with high-risk IH events (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>Most of the preterm infants in this study were born between 28 and 32 weeks gestational age and were on the rising phase or peak of IH events at 34 weeks. Therefore, withdrawal of caffeine citrate therapy may have unmasked this natural trend in keeping with the natural history patterns previously described (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B8">8</xref>). Exposure to ACS seemed to be protective with a declining trend of IH events after cessation of caffeine citrate and complements the findings of an earlier study by Abu Jawdeh et al. (<xref ref-type="bibr" rid="B15">15</xref>). ACS are postulated to act through improved maturation of the respiratory system, CNS breathing control centers, as well as reducing neonatal co-morbidities that by interrelated mechanisms contribute to adverse outcomes (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>Factors such as maturity and genetic variation contribute to the variability in clinical responses to caffeine therapy in preterm infants; therefore, the optimal dose is unknown (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). There is great variability in institutional approaches concerning caffeine citrate dosage, ranging from a low-dose to a high-dose approach (up to 40&#x2005;mg/kg loading dose at birth followed by 20&#x2005;mg/kg/day maintenance) (<xref ref-type="bibr" rid="B20">20</xref>). However, caffeine citrate has a wide therapeutic range and is generally safe for prolonged use among preterm infants (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>Sensitive and continuous monitoring equipment are often unavailable or inadequate in low-resource low- and middle-income settings due to cost and human resource constraints and further is hampered by the large numbers of patients in NBUs necessitating monitoring (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B25">25</xref>). In the absence of adequate monitoring, the continuation of caffeine therapy beyond 34 weeks may be beneficial in prevention of the potential detrimental effects of hypoxemia. A well-designed randomized controlled trial is needed to investigate the usefulness and safety of this approach as well as the clinical significance of these findings.</p>
</sec>
<sec id="s6"><title>Study limitations</title>
<p>This was a retrospective secondary analysis of data collected from neonatal infants monitored for AoP. A major limitation was the unavailability of continuous monitoring data of all participants throughout their NBU stays during the study period. Therefore, selected infants were monitored for variable and intermittent durations and the data available from individual patients could not provide a linear follow-up.</p>
<p>The selection of infants who were monitored was at the discretion of the NBU attending physicians, much like it is in practice, and was based on the perceived risk of AoP as per the objectives of the overall study. Potential bias for selection for sicker babies may not be excluded. Given this study was not longitudinal, other important clinical outcomes and the clinical significance of the findings could not be evaluated.</p>
<p>The definition of IH and cut-off durations and SpO<sub>2</sub> levels are variable in literature. The definitions utilized in this study were selected <italic>a priori</italic> to allow comparisons to similar studies.</p>
</sec>
<sec id="s7" sec-type="conclusions"><title>Conclusions</title>
<p>IH and IH events in apnea range occur in preterm infants born before 34 weeks gestational age receiving low-dose caffeine citrate therapy for AoP and contribute to a significant time spent in hypoxemia. The cessation of caffeine therapy at 34 weeks is associated with a dramatic increase in high-risk IH events and total time spent by the infants in hypoxemia. ACS exposure may be protective against this transformation of IH events.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="data-availability"><title>Data availability statement</title>
<p>The datasets presented in this article are not readily available because Consent of the PI of the original ETNA study will be required. Requests to access the datasets should be directed to <email>william.macharia@aku.edu</email>.</p>
</sec>
<sec id="s10" sec-type="ethics-statement"><title>Ethics statement</title>
<p>Ethical approval was not required for the study involving humans in accordance with the local legislation and institutional requirements. Written informed consent to participate in this study was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and the institutional requirements.</p>
</sec>
<sec id="s11" sec-type="author-contributions"><title>Author contributions</title>
<p>PM: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing, Funding acquisition, Resources. RO: Conceptualization, Resources, Supervision, Visualization, Writing &#x2013; review &#x0026; editing, Methodology. JC: Data curation, Formal analysis, Writing &#x2013; review &#x0026; editing. MW: Conceptualization, Supervision, Visualization, Writing &#x2013; review &#x0026; editing. AG: Conceptualization, Funding acquisition, Methodology, Writing &#x2013; review &#x0026; editing. DC: Data curation, Investigation, Project administration, Validation, Writing &#x2013; review &#x0026; editing. MO: Data curation, Methodology, Validation, Software, Writing &#x2013; review &#x0026; editing. GI: Conceptualization, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. WM: Conceptualization, Formal analysis, Funding acquisition, Resources, Supervision, Visualization, Writing &#x2013; review &#x0026; editing. JA: Methodology, Resources, Software, Writing &#x2013; review &#x0026; editing, Conceptualization.</p>
</sec>
<sec id="s12" sec-type="funding-information"><title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. The study was funded by Bill and Melinda Gates Foundation INV-035872 and caffeine citrate donated by Chiesi Farmaceutici to Kenyatta National Hospital.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>Dr. Florence Murila - Conceptualization, Review and editing, Methodology. Millicent Parsimei - Data curation, Project administration, validation. All staff of Kenyatta National Hospital and mothers of the babies who supported this work.</p>
</ack>
<sec id="s13" 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="s14" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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