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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Med.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Med.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2296-858X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmed.2026.1734600</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Candidate treatments for long COVID: a narrative review of expert and patient-driven priorities</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Baptista</surname>
<given-names>Shaira Nicole</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
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<contrib contrib-type="author">
<name>
<surname>Atkins</surname>
<given-names>Tiffany</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Chakraborty</surname>
<given-names>Samantha</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Bakhit</surname>
<given-names>Mina</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name>
<surname>Glasziou</surname>
<given-names>Paul</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Byambasuren</surname>
<given-names>Oyungerel</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><label>1</label><institution>Australian Living Evidence Collaboration, Monash University School of Public Health and Preventive Medicine</institution>, <city>Melbourne</city>, <state>VIC</state>, <country country="au">Australia</country></aff>
<aff id="aff2"><label>2</label><institution>Bond University Institute for Evidence-Based Healthcare</institution>, <city>Robina</city>, <state>QLD</state>, <country country="au">Australia</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Shaira Nicole Baptista, <email xlink:href="mailto:shaira.baptista@monash.edu">shaira.baptista@monash.edu</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-27">
<day>27</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>13</volume>
<elocation-id>1734600</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>12</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Baptista, Atkins, Chakraborty, Bakhit, Glasziou and Byambasuren.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Baptista, Atkins, Chakraborty, Bakhit, Glasziou and Byambasuren</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-27">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Objective</title>
<p>To map the existing evidence for candidate treatments for long COVID that were prioritised by clinicians and people with lived experience, and to characterise their feasibility, acceptability and safety.</p>
</sec>
<sec>
<title>Study design</title>
<p>The study was conducted as a narrative review using pragmatic methods including iterative stakeholder-informed decision-making a monthly-updated evidence search, rapid lay evidence summaries and a structured research prioritisation process.</p>
</sec>
<sec>
<title>Data sources</title>
<p>Potential candidate treatments were identified via a combination of database and trial registry searches. These were then ranked by clinicians and people with lived experience using surveys. Evidence summaries for the top 14 interventions (low-dose naltrexone, antivirals, metformin, nicotine, vagus nerve stimulation, antihistamines, guanfacine, colchicine, nattokinase, intravenous immunoglobulins, monoclonal antibodies, coenzyme Q10, multicomponent rehabilitation packages, and exercise training) were created. Prioritised treatments were collated first by searching a collaborative living evidence database (updated monthly) of relevant systematic reviews and randomised controlled trials and then by conducting supplementary searches of other study designs.</p>
</sec>
<sec>
<title>Data synthesis</title>
<p>Six of 14 interventions had long-COVID-specific randomised controlled trial (RCT) evidence (exercise [16 RCTs], multicomponent packages [5 RCTs], coenzyme Q10 [2 RCTs], antivirals [1 RCT], vagus nerve stimulation [1 pilot RCT], monoclonal antibodies [1 small RCT]); the remainder relied on indirect or very low-certainty data (e.g., uncontrolled studies or mechanistic rationale). Across interventions, evidence certainty was mostly low to very low, and safety/feasibility varied.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>This review prioritises and maps candidate treatments for long COVID. There was insufficient direct evidence to inform clinical recommendations. Rather, the treatments presented in this review represent those that could be rigorously tested in clinical trials as they show biological plausibility and/or are feasible and acceptable to people with lived experience and clinicians.</p>
</sec>
<sec>
<title>Registration</title>
<p>A review protocol was not prospectively registered because the review adopted an iterative approach to support priority setting rather than clinical guidance.</p>
</sec>
</abstract>
<kwd-group>
<kwd>living evidence</kwd>
<kwd>long Covid</kwd>
<kwd>narrative review</kwd>
<kwd>post-acute sequalae of SARS-CoV-2 infection</kwd>
<kwd>research prioritisation</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by Australian Government Medical Research Future Fund [GNT2032847, GNT2035160, and GNT2034238].</funding-statement>
</funding-group>
<counts>
<fig-count count="0"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="83"/>
<page-count count="15"/>
<word-count count="9412"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Infectious Diseases: Pathogenesis and Therapy</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Long COVID, also known as post-acute sequelae of COVID-19 (PASC), is a significant health concern affecting millions of people globally (<xref ref-type="bibr" rid="ref1">1</xref>). Long COVID is defined as symptoms persisting for more than 3 months from the onset of SARS-CoV-2 infection, lasting at least 2 months and not explained by an alternative diagnosis (<xref ref-type="bibr" rid="ref2">2</xref>) and poses considerable challenges for healthcare systems in Australia and around the world with associated economic and social burdens (<xref ref-type="bibr" rid="ref3">3</xref>). In addition to being a relatively recent condition, long COVID can present in heterogeneous ways, and there are no clear treatment targets or diagnostic tests (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>). Consequently, despite the growing prevalence of this condition, there is a lack of evidence for effective treatments and recent efforts to map care available for long COVID in Australia have highlighted significant gaps in service delivery (<xref ref-type="bibr" rid="ref6 ref7 ref8 ref9">6&#x2013;9</xref>). As a result, clinicians and people living with long COVID may resort to unproven or off-label therapies in search of relief (<xref ref-type="bibr" rid="ref10">10</xref>). This situation demands immediate attention because the use of interventions without robust evidence raises serious ethical and safety concerns.</p>
<p>Currently, there are a number of ongoing initiatives that are investigating the efficacy of a wide range of potential long COVID treatments ranging from existing medications for other conditions to novel therapeutic approaches (<xref ref-type="bibr" rid="ref11">11</xref>). Although previous reviews investigate the effectiveness of various long COVID treatments, they do not adequately address which treatments are most promising based on their feasibility, safety and acceptability (<xref ref-type="bibr" rid="ref9">9</xref>). Furthermore, given the extensive and evolving number of potential treatments for long COVID, there remains a critical gap in synthesising the evidence in a way that not only reflects the clinical efficacy and biological plausibility, but also incorporates the priorities of both clinicians and people with lived experience of long COVID. Including the perspectives of people with lived experience and clinicians is important to ensure that long COVID treatments are not only effective, but also acceptable to people with lived experience and applicable in a clinical setting. Furthermore, people living with long COVID experience a wide range of symptoms that vary in severity and impact (<xref ref-type="bibr" rid="ref12">12</xref>). Integrating their perspectives is important to reflect the real-world complexities of living with the condition. Finally, treatments that align with the values and preferences of people with lived experience are more likely to be adhered to, potentially improving their effectiveness (<xref ref-type="bibr" rid="ref11">11</xref>). The aim of this review was therefore to summarise the current evidence for effectiveness, safety, feasibility, and acceptability for treatments prioritised by clinicians and people with lived experience of long COVID to help inform future research.</p>
</sec>
<sec sec-type="methods" id="sec2">
<title>Methods</title>
<p>Potential interventions to treat long COVID were identified through a multi-component process which is described elsewhere. In brief, it involved systematic literature searches (until January 2025&#x2013;see <xref ref-type="supplementary-material" rid="SM1">Appendix A</xref> in <xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>) (<xref ref-type="bibr" rid="ref13">13</xref>) and ranking of long COVID treatments by people living with long COVID and clinicians who have a special interest in long COVID. Evidence summaries were then written for the final top 14 ranked interventions.</p>
<sec id="sec63">
<title>Search and study selection</title>
<p>The evidence presented in each summary was collated based on a hierarchical approach. We aimed to first identify relevant SRs and then RCTs from our previous literature searches. If no systematic reviews or RCTs were identified in our library, we conducted a supplementary search to identify evidence from other study designs (e.g., cohort studies, case&#x2013;control studies). This search was conducted across PubMed, Cochrane Library, Embase and Epistemonikos. We used simple, broad search terms such as the &#x201C;intervention of interest&#x201D; AND &#x201C;long COVID.&#x201D; This approach was chosen given the heterogeneity of long COVID, the diversity of potential interventions and the very early-stage evidence base.</p>
<p>Studies were selected based on their relevance to the research question and their methodological quality. The selection process was conducted independently by two reviewers, with disagreements resolved through discussion or consultation with a third reviewer. If a systematic review was identified, this was presented as the primary evidence due to their high methodological rigor and ability to establish causal relationships. Any RCTs not included in the systematic review were added in narratively. In the absence of systematic reviews and RCTs, we included non-randomised and observational studies.</p>
<p>The eligibility criteria were as follows:</p>
<list list-type="simple">
<list-item>
<p>Population: Adults and adolescents meeting the operational definition of long COVID.</p>
</list-item>
<list-item>
<p>Interventions: Shortlisted candidate treatments.</p>
</list-item>
<list-item>
<p>Comparators: Any (including usual care, sham, no treatment).</p>
</list-item>
<list-item>
<p>Outcomes: Patient-reported and objective measures including fatigue, function, quality of life, cognitive outcomes, post-exertional symptom exacerbation, and safety.</p>
</list-item>
<list-item>
<p>Study designs: Prefer SRs and RCTs; if absent, include non-randomised and observational studies.</p>
</list-item>
<list-item>
<p>Acute COVID treatment studies without long-COVID follow-up, editorials, animal models and in-vitro studies were excluded, but used to explain potential mechanisms of action.</p>
</list-item>
</list>
</sec>
<sec id="sec3">
<title>Generation of evidence summaries</title>
<p>Key information including a brief rationale for the treatment, a summary of the key evidence as well as available safety, feasibility, and acceptability information for the Australian context was summarised into a pre-determined template. The quality of the evidence base was rated to help describe the level of evidence available for each treatment. For example, treatments that had several RCTs underpinning them were rated as high, whereas those that had only case studies were rated as very low. We did not conduct formal risk-of-bias or GRADE assessments, as the purpose of this study was to develop an accessible evidence summary for a general audience. Feasibility included availability in Australia, regulatory status, PBS listing, cost and resource considerations. Acceptability reflected patient and/or clinician willingness, adherence considerations and side-effect and other patient burden (<xref ref-type="bibr" rid="ref14">14</xref>). In addition, any relevant ongoing trials identified from clinical trial registries<xref ref-type="fn" rid="fn0001"><sup>1</sup></xref>,<xref ref-type="fn" rid="fn0002"><sup>2</sup></xref> were noted and briefly described to provide context for future research in the field.</p>
</sec>
</sec>
<sec sec-type="results" id="sec4">
<title>Results</title>
<p>Fourteen intervention summaries were created based on the prioritisation process. <xref ref-type="table" rid="tab1">Table 1</xref> summarises each of these while <xref ref-type="supplementary-material" rid="SM1">Appendix 1</xref> in <xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref> contains each included evidence summary in detail. The available information about treatment effectiveness, acceptability and feasibility are presented in the order in which they were ranked by people with lived experience and clinicians.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Summary of 14 long COVID Interventions identified as being most relevant.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Intervention name</th>
<th align="left" valign="top">Potential mechanism of action</th>
<th align="left" valign="top">References</th>
<th align="left" valign="top">Evidence quality</th>
<th align="left" valign="top">Summary of Evidence for effectiveness</th>
<th align="left" valign="top">Safety and feasibility in the Australian context</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" rowspan="2">Low Dose Naltrexone (LDN)</td>
<td align="left" valign="top" rowspan="2">Reduction of viral replication and persistence</td>
<td align="left" valign="top" rowspan="2">Bonilla et al. (<xref ref-type="bibr" rid="ref16">16</xref>), Isman et al. (<xref ref-type="bibr" rid="ref17">17</xref>), O'Kelly et al. (<xref ref-type="bibr" rid="ref18">18</xref>), Tamariz et al. (<xref ref-type="bibr" rid="ref19">19</xref>)</td>
<td align="left" valign="top">Low</td>
<td align="left" valign="top" rowspan="2">Possible small benefit</td>
<td align="left" valign="top" rowspan="2">Safe and inexpensive</td>
</tr>
<tr>
<td align="left" valign="top">4 non-randomised pre post studies</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Antivirals</td>
<td align="left" valign="top" rowspan="2">Reduction of viral replication and persistence</td>
<td align="left" valign="top" rowspan="2">Geng et al. (<xref ref-type="bibr" rid="ref21">21</xref>)</td>
<td align="left" valign="top">Moderate</td>
<td align="left" valign="top" rowspan="2">No statistically significant improvement in symptoms.</td>
<td align="left" valign="top" rowspan="2">Safe with mild side effects. Can interact with other medicines. Restricted access in Australia</td>
</tr>
<tr>
<td align="left" valign="top">1 RCT</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Antihistamines</td>
<td align="left" valign="top" rowspan="2">Mast cell and histamine pathway inhibition</td>
<td align="left" valign="top" rowspan="2">Salvucci et al. (<xref ref-type="bibr" rid="ref34">34</xref>)</td>
<td align="left" valign="top">Very low</td>
<td align="left" valign="top" rowspan="2">May be effective, but very low quality evidence</td>
<td align="left" valign="top" rowspan="2">Usually safe with minimal side effects. Fairly inexpensive and accessible</td>
</tr>
<tr>
<td align="left" valign="top">1 non-randomised study</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Nicotine</td>
<td align="left" valign="top" rowspan="2">Receptor-mediated neuromodulation and inflammation reduction</td>
<td align="left" valign="top" rowspan="2">Kloc et al.(<xref ref-type="bibr" rid="ref28">28</xref>), Leitzke et al.(<xref ref-type="bibr" rid="ref29">29</xref>)</td>
<td align="left" valign="top">Very low</td>
<td align="left" valign="top" rowspan="2">Unclear</td>
<td align="left" valign="top" rowspan="2">Rare serious side effects and relatively inexpensive</td>
</tr>
<tr>
<td align="left" valign="top">1 case series</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Metformin</td>
<td align="left" valign="top" rowspan="2">Mitochondrial, metabolic, inflammatory, and vascular modulation.</td>
<td align="left" valign="top" rowspan="2">(<xref ref-type="bibr" rid="ref23 ref24 ref25 ref26">23&#x2013;26</xref>)</td>
<td align="left" valign="top">None</td>
<td align="left" valign="top" rowspan="2">Unknown</td>
<td align="left" valign="top" rowspan="2">Safe with minimal side effects and relatively Inexpensive</td>
</tr>
<tr>
<td align="left" valign="top">0 studies</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Vagus Nerve Stimulation</td>
<td align="left" valign="top" rowspan="2">Autonomic and inflammatory regulation</td>
<td align="left" valign="top" rowspan="2">Khan et al. (<xref ref-type="bibr" rid="ref31">31</xref>), Badran et al. (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="left" valign="top">Low</td>
<td align="left" valign="top" rowspan="2">Possible small benefit</td>
<td align="left" valign="top" rowspan="2">Safe and relatively inexpensive</td>
</tr>
<tr>
<td align="left" valign="top">1 pilot RCT and 1 non-randomised study</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Guanfacine</td>
<td align="left" valign="top" rowspan="2">Neuroinflammation reduction and cognitive network support</td>
<td align="left" valign="top" rowspan="2">Arnsten et al. (<xref ref-type="bibr" rid="ref36">36</xref>), Fesharaki Zadeh et al. (<xref ref-type="bibr" rid="ref37">37</xref>), Fesharaki-Zadeh et al. (<xref ref-type="bibr" rid="ref38">38</xref>)</td>
<td align="left" valign="top">Very low</td>
<td align="left" valign="top" rowspan="2">Unclear</td>
<td align="left" valign="top" rowspan="2">Fairly safe and relatively inexpensive</td>
</tr>
<tr>
<td align="left" valign="top">1 case series</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Colchicine</td>
<td align="left" valign="top" rowspan="2">Innate immune and inflammasome suppression; endothelial and anti-fibrotic effects</td>
<td align="left" valign="top" rowspan="2">Reyes et al.(<xref ref-type="bibr" rid="ref39">39</xref>), Leung et al. (<xref ref-type="bibr" rid="ref40">40</xref>), Deftereos et al. (<xref ref-type="bibr" rid="ref41">41</xref>)</td>
<td align="left" valign="top">None</td>
<td align="left" valign="top" rowspan="2">Unknown</td>
<td align="left" valign="top" rowspan="2">Safe with careful consideration of dosage and relatively inexpensive</td>
</tr>
<tr>
<td align="left" valign="top">0 studies</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Monoclonal antibodies</td>
<td align="left" valign="top" rowspan="2">Viral clearance and immune modulation</td>
<td align="left" valign="top" rowspan="2">Proal et al. (<xref ref-type="bibr" rid="ref51">51</xref>), Gaylis et al. (<xref ref-type="bibr" rid="ref52">52</xref>)</td>
<td align="left" valign="top">Low</td>
<td align="left" valign="top" rowspan="2">Probably no benefit</td>
<td align="left" valign="top" rowspan="2">Safe in the short term but limited data on long-term safety. Not accessible for Long COVID in Australia</td>
</tr>
<tr>
<td align="left" valign="top">1 pilot RCT and 1 case series</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Nattokinase</td>
<td align="left" valign="top" rowspan="2">Microclot and spike protein degradation (<italic>in vitro</italic>)</td>
<td align="left" valign="top" rowspan="2">Grixti et al. (<xref ref-type="bibr" rid="ref42">42</xref>), Tanikawa et al. (<xref ref-type="bibr" rid="ref43">43</xref>)</td>
<td align="left" valign="top">None</td>
<td align="left" valign="top" rowspan="2">Unknown</td>
<td align="left" valign="top" rowspan="2">Considered safe and relatively inexpensive</td>
</tr>
<tr>
<td align="left" valign="top">0 studies</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Intravenous immunoglobulin (IVIg)</td>
<td align="left" valign="top" rowspan="2">Immune response</td>
<td align="left" valign="top" rowspan="2">McCarthy et al. (<xref ref-type="bibr" rid="ref45">45</xref>), Hogeweg et al. (<xref ref-type="bibr" rid="ref46">46</xref>), Thompson et al. (<xref ref-type="bibr" rid="ref48">48</xref>)</td>
<td align="left" valign="top">Very low</td>
<td align="left" valign="top" rowspan="2">Unclear</td>
<td align="left" valign="top" rowspan="2">Considered safe but not available as a Long COVID treatment in Australia</td>
</tr>
<tr>
<td align="left" valign="top">1 case series and 2 retrospective case&#x2013;control studies</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Coenzyme Q10</td>
<td align="left" valign="top" rowspan="2">Mitochondrial energy and antioxidant support</td>
<td align="left" valign="top" rowspan="2">Bonakdar and Guarneri (<xref ref-type="bibr" rid="ref55">55</xref>), Hansen et al. (<xref ref-type="bibr" rid="ref56">56</xref>)</td>
<td align="left" valign="top">Moderate</td>
<td align="left" valign="top" rowspan="2">Probably no effect</td>
<td align="left" valign="top" rowspan="2">Considered safe and relatively inexpensive</td>
</tr>
<tr>
<td align="left" valign="top">2 RCTs and 1 observational study</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Multicomponent intervention package (may include symptom management, pacing, sleep regulation and psychological support)</td>
<td align="left" valign="top" rowspan="2">Multisystem functional rehabilitation</td>
<td align="left" valign="top" rowspan="2">Kuut et al. (<xref ref-type="bibr" rid="ref59">59</xref>), Leon-Herrera et al. (<xref ref-type="bibr" rid="ref60">60</xref>), McGregor et al. (<xref ref-type="bibr" rid="ref62">62</xref>), Espinoza-Bravo et al. (<xref ref-type="bibr" rid="ref68">68</xref>), Jimeno-Almazan et al. (<xref ref-type="bibr" rid="ref69">69</xref>), Kaczmarczyk et al. (<xref ref-type="bibr" rid="ref71">71</xref>), Kerling et al. (<xref ref-type="bibr" rid="ref72">72</xref>), Lai et al. (<xref ref-type="bibr" rid="ref75">75</xref>), Mooren et al. (<xref ref-type="bibr" rid="ref76">76</xref>), Pleguezuelos et al. (<xref ref-type="bibr" rid="ref77">77</xref>), Pleguezuelos et al. (<xref ref-type="bibr" rid="ref78">78</xref>), Ramirez-Velez et al. (<xref ref-type="bibr" rid="ref79">79</xref>), Sick et al. (<xref ref-type="bibr" rid="ref80">80</xref>)</td>
<td align="left" valign="top">High</td>
<td align="left" valign="top">Possible small benefit</td>
<td align="left" valign="top">Generally safe especially when provided under supervision</td>
</tr>
<tr>
<td align="left" valign="top">5 RCTs</td>
<td/>
<td align="left" valign="top">Moderately expensive</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">Exercise training</td>
<td align="left" valign="top" rowspan="2">Cardiopulmonary and functional adaptation</td>
<td align="left" valign="top" rowspan="2">McGregor et al. (<xref ref-type="bibr" rid="ref62">62</xref>), Sanchez Mila et al. (<xref ref-type="bibr" rid="ref64">64</xref>), Bai et al. (<xref ref-type="bibr" rid="ref65">65</xref>), Barzet al. (<xref ref-type="bibr" rid="ref66">66</xref>), Cunha et al. (<xref ref-type="bibr" rid="ref67">67</xref>), Espinoza-Bravo et al. (<xref ref-type="bibr" rid="ref68">68</xref>), Jimeno-Almazan et al. (<xref ref-type="bibr" rid="ref69">69</xref>), Jorge et al. (<xref ref-type="bibr" rid="ref70">70</xref>), Kaczmarczyk et al. (<xref ref-type="bibr" rid="ref71">71</xref>), Kerling et al. (<xref ref-type="bibr" rid="ref72">72</xref>), Lai et al. (<xref ref-type="bibr" rid="ref75">75</xref>), Mooren et al. (<xref ref-type="bibr" rid="ref76">76</xref>), Pleguezuelos et al. (<xref ref-type="bibr" rid="ref77">77</xref>), Pleguezuelos et al. (<xref ref-type="bibr" rid="ref78">78</xref>), Ramirez-Velez et al. (<xref ref-type="bibr" rid="ref79">79</xref>), Sick et al. (<xref ref-type="bibr" rid="ref80">80</xref>), Gloeckl et al. (<xref ref-type="bibr" rid="ref81">81</xref>)</td>
<td align="left" valign="top">High</td>
<td align="left" valign="top" rowspan="2">Possible benefit</td>
<td align="left" valign="top">Quite safe especially if supervised</td>
</tr>
<tr>
<td align="left" valign="top">16 RCTs</td>
<td align="left" valign="top">Can be inexpensive</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>RCT, Randomised controlled trial; PBS, Pharmaceutical Benefits Scheme.</p>
</table-wrap-foot>
</table-wrap>
<sec id="sec5">
<title>Low dose naltrexone</title>
<p>Low Dose Naltrexone (LDN) may improve long COVID symptoms by acting on underlying inflammatory and pain pathways (<xref ref-type="bibr" rid="ref15">15</xref>). There are no published RCTs or systematic reviews that specifically report on the effectiveness of LDN on long COVID, however there are three ongoing clinical trials investigating the effectiveness of LDN for fatigue and other improvements in a variety of long COVID symptoms. Four non-randomised pre&#x2013;post studies evaluated low-dose naltrexone (LDN), alone or in combination with Nicotinamide Adenine Dinucleotide (NAD+), across dosing ranges from 0.5 to 6&#x202F;mg/day. Pooled results favoured LDN over no treatment across all reported outcomes, including fatigue, pain, brain fog, sleep quality, and daily functioning. However, the authors rated the evidence as low quality because of considerable risk of bias (<xref ref-type="bibr" rid="ref16 ref17 ref18 ref19">16&#x2013;19</xref>). LDN is relatively safe with minimal side-effects, although a small number of people experience some side effects including headaches and sleep difficulties (<xref ref-type="bibr" rid="ref20">20</xref>). LDN is relatively accessible in Australia and can be prescribed by a general practitioner.</p>
</sec>
<sec id="sec6">
<title>Antivirals</title>
<p>Antivirals (Nirmatrelvir, Molnupiravir, and Remdesivir) may help treat the underlying pathophysiology of long COVID by limiting viral replication, potentially targeting persistent SARS-CoV-2 reservoirs that may cause ongoing long-term symptoms. The best available evidence comes from a moderate-quality RCT of 155 participants which found no significant improvement between patients treated with Paxlovid (300&#x202F;mg of nirmatrelvir with 100&#x202F;mg of ritonavir) twice a day for 15&#x202F;days and those who received a placebo, after 15&#x202F;weeks (<xref ref-type="bibr" rid="ref21">21</xref>). Paxlovid is generally considered safe, with most side effects being mild (such as altered taste and diarrhea), but it can interact with other drugs and must be used only under medical supervision because of potentially serious side effects such as allergic reactions, liver problems as well as headaches, nausea, stomach pain and high blood pressure (<xref ref-type="bibr" rid="ref22">22</xref>). Feasibility is limited in Australia, where access is restricted by strict prescribing criteria, high cost without subsidy, and the unavailability of the version of Paxlovid used in clinical studies. Currently, eight clinical trials are ongoing internationally, testing various antivirals (including Paxlovid&#x2122;, amantadine, ensitrelvir, and others) and various durations which may provide more reliable evidence about the efficacy of Antivirals as a treatment to improve a variety of symptoms of long COVID such as fatigue, brain fog, shortness of breath, and body aches.</p>
</sec>
<sec id="sec7">
<title>Metformin</title>
<p>Metformin is being considered as a potential treatment for long COVID because it modulates mitochondrial respiration, normalises dysregulated mTOR activity, reduces chronic inflammatory responses, supports vascular function, improves gut microbiome health and provides neuroprotective and epigenetic benefits (<xref ref-type="bibr" rid="ref23 ref24 ref25">23&#x2013;25</xref>). Although Metformin has been found to lower the risk of long COVID with early treatment of the acute infection (within 7&#x202F;days of a positive test result), there are no published trials about the effectiveness of Metformin in treating long COVID (<xref ref-type="bibr" rid="ref26">26</xref>). Metformin is considered safe to use and most people can tolerate it well, although some can suffer side effects such as diarrhea, nausea, stomach pain and a higher risk of hypoglycaemia among those who do not have diabetes (<xref ref-type="bibr" rid="ref27">27</xref>). Metformin is easily available and relatively affordable when purchased with a prescription under the PBS scheme in Australia. There are four clinical trials that are currently in progress looking specifically as treatment in long COVID patients (See <xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Summary of registered clinical trials in progress.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Study ID</th>
<th align="center" valign="top">Completion (Date)</th>
<th align="left" valign="top">Protocol reference/Trial title</th>
<th align="center" valign="top">Target sample size (N)</th>
<th align="left" valign="top">Intervention and dose</th>
<th align="center" valign="top">Treatment duration</th>
<th align="center" valign="top">Follow-up</th>
<th align="left" valign="top">Comparator</th>
<th align="left" valign="top">Primary outcome</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top" colspan="9">Low-done Naltrexone (<italic>n</italic>&#x202F;=&#x202F;3 trials)</td>
</tr>
<tr>
<td align="left" valign="top">NCT05430152</td>
<td align="center" valign="top">2025-08-16</td>
<td align="left" valign="top">Low-dose naltrexone for post- COVID fatigue syndrome: a study protocol for a double- blind, randomised trial in British Columbia. <italic>BMJ Open</italic>. 2024;14 (5):e085272.</td>
<td align="center" valign="top">160</td>
<td align="left" valign="top">Low-Dose Naltrexone as a compounded capsule starting at 1&#x202F;mg/day and increasing up to 4.5&#x202F;mg/day (by wk. 4)</td>
<td align="center" valign="top">16 wks</td>
<td align="center" valign="top">16 wks</td>
<td align="left" valign="top">Placebo (to look exactly like LDN doses)</td>
<td align="left" valign="top">Change in Fatigue intensity by 4.7 points over using the Fatigue Severity Scale (FSS)</td>
</tr>
<tr>
<td align="left" valign="top">ACTRN1262300 1,042,639</td>
<td align="center" valign="top">2025-04-01</td>
<td align="left" valign="top">Efficacy of Low Dose Naltrexone for the treatment of symptoms of Post COVID-19 Condition</td>
<td align="center" valign="top">56</td>
<td align="left" valign="top">Naltrexone Hydrochloride at low doses (low dose naltrexone [LDN], 3-6&#x202F;mg/day)</td>
<td align="center" valign="top">12 wks</td>
<td align="center" valign="top">12 wks</td>
<td align="left" valign="top">Placebo</td>
<td align="left" valign="top">DSQ Symptom Inventory Questionnaire (Determine detectable change in symptom presentation and severity)</td>
</tr>
<tr>
<td align="left" valign="top">ACTRN1262400 1,162,505</td>
<td align="center" valign="top">2029-10-14</td>
<td align="left" valign="top">Low dose naltrexone for the treatment of Myalgic Encephalomyelitis/Chro nic Fatigue Syndrome (ME/CFS) and long COVID Condition</td>
<td align="center" valign="top">56</td>
<td align="left" valign="top">Naltrexone-start 1.5&#x202F;mg/day and will increase their dose by 1.5&#x202F;mg/day weekly until their maximum dose is reached (target 4-6&#x202F;mg/day for 12 wks)</td>
<td align="center" valign="top">12 wks</td>
<td align="center" valign="top">12 wks</td>
<td align="left" valign="top">Placebo</td>
<td align="left" valign="top">Change in the Transient receptor potential cation channel subfamily M member 3 (TRPM3) function</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Antivirals (<italic>n</italic>&#x202F;=&#x202F;8 trials)</td>
</tr>
<tr>
<td align="left" valign="top">NCT06055244</td>
<td align="center" valign="top">2025-05-15</td>
<td align="left" valign="top">Amantadine Therapy for Cognitive Impairment in Long COVID (AmantadineLC)</td>
<td align="center" valign="top">60</td>
<td align="left" valign="top">Amantadine-100&#x202F;mg 2 &#x00D7; per day</td>
<td align="center" valign="top">Unknown</td>
<td align="center" valign="top">16 wks</td>
<td align="left" valign="top">Placebo</td>
<td align="left" valign="top">Overall cognitive functioning (self-assessed and objective), anxiety, depression, side-effects</td>
</tr>
<tr>
<td align="left" valign="top">NCT06234462</td>
<td align="center" valign="top">2025-06-01</td>
<td align="left" valign="top">A Study of Amantadine for Cognitive Dysfunction in Patients With Long-Covid</td>
<td align="center" valign="top">30</td>
<td align="left" valign="top">Amantadine + standard care &#x2212;100&#x202F;mg 2 &#x00D7; per day</td>
<td align="center" valign="top">4 wks</td>
<td align="center" valign="top">6 wks</td>
<td align="left" valign="top">Standard of care&#x202F;=&#x202F;PT, OT, SLP, provider counselling, and/or pharmacologic interventions</td>
<td align="left" valign="top">Cognitive functioning (R BANS), FAS, Trails A&#x0026; B, Digit vigilance test (DVT), cognitive subscale of modified fatigue impact scale (MFIS)</td>
</tr>
<tr>
<td align="left" valign="top">NCT05668091</td>
<td align="center" valign="top">2024-09-08</td>
<td align="left" valign="top">A Decentralized, Randomized Phase 2 Efficacy and Safety Study of Nirmatrelvir/Ritonavir in Adults with Long COVID</td>
<td align="center" valign="top">100</td>
<td align="left" valign="top">Nirmatrelvir 2 &#x00D7; 150mg tablets 2 &#x00D7; per day + Ritonavir 1 &#x00D7; 100&#x202F;mg capsule 2 &#x00D7; per day</td>
<td align="center" valign="top">15&#x202F;days</td>
<td align="center" valign="top">28&#x202F;days for primary</td>
<td align="left" valign="top">Placebo + Ritonavir (100&#x202F;mg twice per day)</td>
<td align="left" valign="top">Primary- Physical Health summary; depression, physical function, pain interference, fatigue, sleep disturbance, and satisfaction with participation in social roles (PROMIS-29)</td>
</tr>
<tr>
<td align="left" valign="top">NCT05823896</td>
<td align="center" valign="top">2024-11-30</td>
<td align="left" valign="top">ImPROving Quality of LIFe in the Long COVID Patient (PROLIFIC)</td>
<td align="center" valign="top">219</td>
<td align="left" valign="top">Oral nirmatrelvir (300&#x202F;mg&#x202F;+&#x202F;ritonavir) (100&#x202F;mg) 2 &#x00D7; per day</td>
<td align="center" valign="top">15&#x202F;days</td>
<td align="center" valign="top">Up to 90&#x202F;days</td>
<td align="left" valign="top">Placebo/ritonavir (100&#x202F;mg tablet of ritonavir twice per day)</td>
<td align="left" valign="top">Quality of life (EQ-5D-5L VAS scale), other secondary outcomes such as; hemodynamic response over time (active standing test), Composite Autonomic symptom score (compass31)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">NCT05595369/NCT05965726</td>
<td align="center" valign="top" rowspan="2">2025-03-13</td>
<td align="left" valign="top" rowspan="2">RECOVER-VITAL: Platform Protocol to Measure the Effects of Antiviral Therapies on Long COVID Symptoms (RECOVER-VITAL)/ RECOVER-VITAL: Platform Protocol, Appendix to Measure the Effects of Paxlovid on Long COVID Symptoms (RECOVER-VITAL)</td>
<td align="center" valign="top" rowspan="2">964</td>
<td align="left" valign="top">Arm 1; Paxlovid 25&#x202F;days (nirmatrelvir 300&#x202F;mg, ritonavir 100&#x202F;mg) bid &#x00D7; 25&#x202F;Days</td>
<td align="center" valign="top" rowspan="2">25 or 15&#x202F;days</td>
<td align="center" valign="top" rowspan="2">Up to 90&#x202F;days</td>
<td align="left" valign="top" rowspan="2">Placebo control (ritonavir 100&#x202F;mg&#x202F;+&#x202F;nirmatrelvir matching placebo for 25&#x202F;days)</td>
<td align="left" valign="top" rowspan="2">Change in Cognitive function (PROMIS cognitive function-8a), change in autonomic dysfunction (OHQ- orthostatic hypotension questionnaire), Change in exercise intolerance symptoms (DSQ-PEM), Other secondary outcomes such as serious adverse events</td>
</tr>
<tr>
<td align="left" valign="top">Arm 2; Paxlovid 15&#x202F;days (nirmatrelvir 300&#x202F;mg and ritonavir 100&#x202F;mg) bid x 15&#x202F;days then ritonavir 100&#x202F;mg bid plus nirmatrelvir matching placebo &#x00D7; 10&#x202F;days</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">NCT06316843</td>
<td align="center" valign="top" rowspan="2">2024&#x2013;10</td>
<td align="left" valign="top" rowspan="2">Valacyclovir Plus Celecoxib for Post-Acute Sequelae of SARS-CoV-2 (PASC)</td>
<td align="center" valign="top" rowspan="2">59</td>
<td align="left" valign="top">Arm 1&#x2013;1,500&#x202F;mg valacyclovir + 200&#x202F;mg celecoxib &#x2212;2 x per day</td>
<td align="center" valign="top" rowspan="2">10 wks</td>
<td align="center" valign="top" rowspan="2">12 wks</td>
<td align="left" valign="top" rowspan="2">Placebo (placebo capsules taken 2 &#x00D7; per day)</td>
<td align="left" valign="top" rowspan="2">Fatigue assessed with PROMIS Fatigue7a instrument</td>
</tr>
<tr>
<td align="left" valign="top">Arm 2&#x2013;750&#x202F;mg valacyclovir + 200&#x202F;mg celecoxib-2 &#x00D7; per day</td>
</tr>
<tr>
<td align="left" valign="top">NCT06161688</td>
<td align="center" valign="top">2025-12-31</td>
<td align="left" valign="top">Ensitrelvir for Viral Persistence and Inflammation in People Experiencing Long COVID (PREVAIL-LC)</td>
<td align="center" valign="top">40</td>
<td align="left" valign="top">Ensitrelvir oral capsule- 375&#x202F;mg on day 1, followed by 125&#x202F;mg daily for 4 additional days</td>
<td align="center" valign="top">5&#x202F;days</td>
<td align="center" valign="top">Baseline, 10&#x202F;days and up to 60&#x202F;days post study</td>
<td align="left" valign="top">Placebo</td>
<td align="left" valign="top">Primary outcome is change in patient reported outcomes such as physical function, anxiety, depression, fatigue, sleep disturbance, social, and pain (PROMIS-29)</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">NCT06511063</td>
<td align="center" valign="top" rowspan="2">2026&#x2013;01</td>
<td align="left" valign="top" rowspan="2">Antiviral Clinical Trial for Long Covid-19</td>
<td align="center" valign="top" rowspan="2">90</td>
<td align="left" valign="top">Arm 1 (300&#x202F;mg tenofovir) oral capsule 1 &#x00D7; day</td>
<td align="center" valign="top" rowspan="2">90&#x202F;days</td>
<td align="center" valign="top" rowspan="2">Day 180</td>
<td align="left" valign="top" rowspan="2">Placebo pill (once per day, oral capsule for 90&#x202F;days)</td>
<td align="left" valign="top" rowspan="2">Health status that contains 5 dimensions of mobility, self-care, usual activities, pain/discomfort, anxiety/depression) (EuroQol 5-Dimension 5-Level (EQ-5D- 5&#x202F;L) Individuals own rating of overall health 0 -worst to 100- best (Visual Analogue Scale-VAS)</td>
</tr>
<tr>
<td align="left" valign="top">Arm 2 (300&#x202F;mg Selzentry) Oral capsule 2 &#x00D7; per day</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Antihistamines (<italic>n</italic>&#x202F;=&#x202F;1 trial)</td>
</tr>
<tr>
<td align="left" valign="top">ISRCTN10665760</td>
<td align="center" valign="top">2024&#x2013;12</td>
<td align="left" valign="top">STIMULATE-ICP: A pragmatic, multi- centre, cluster randomised trial of an integrated care pathway with a nested, Phase III, open label, adaptive platform randomised drug trial in individuals with long COVID</td>
<td align="center" valign="top">1,555</td>
<td align="left" valign="top">Loratadine 10&#x202F;mg 1 &#x00D7; day + famotidine-40&#x202F;mg 1 &#x00D7; day</td>
<td align="center" valign="top">12 wks (84&#x202F;days)</td>
<td align="center" valign="top">12 and 24 wks</td>
<td align="left" valign="top">No drug (usual care)</td>
<td align="left" valign="top">Fatigue (FAS-Fatigue assessment scale) at baseline, 12 and 24 wks.</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Metformin (<italic>n</italic>&#x202F;=&#x202F;4 trials)</td>
</tr>
<tr>
<td align="left" valign="top">NCT06147050</td>
<td align="center" valign="top">2024&#x2013;12</td>
<td align="left" valign="top">Effect of Metformin in reducing fatigue in long COVID in Adolescents (REVIVE)</td>
<td align="center" valign="top">16</td>
<td align="left" valign="top">Metformin- 500&#x202F;mg dose of extended- release formulation twice daily for a period of 30&#x202F;days</td>
<td align="center" valign="top">30&#x202F;days</td>
<td align="center" valign="top">90&#x202F;days</td>
<td align="left" valign="top">Placebo twice daily</td>
<td align="left" valign="top">Mean pediatric Quality of life Multidimension al Fatigue Scale (PedsQL-MFS)</td>
</tr>
<tr>
<td align="left" valign="top">NCT06128967</td>
<td align="center" valign="top">2025-05-18</td>
<td align="left" valign="top">A Multicentre, Adaptive, Randomized, double&#x2013;blinded, Placebo-controlled study in participants with Long COVID-19: The REVIVE Trial (REVIVE)</td>
<td align="center" valign="top">1,500</td>
<td align="left" valign="top">Metformin extended- release oral tablet-750&#x202F;mg</td>
<td align="center" valign="top">Unknown</td>
<td align="center" valign="top">60&#x202F;days</td>
<td align="left" valign="top">Placebo/Fluvoxamine Maleate-100 MG</td>
<td align="left" valign="top">Improvement on Fatigue Severity Score Scale (FSS) 60 days after randomization.</td>
</tr>
<tr>
<td align="left" valign="top">KCT0009342</td>
<td align="center" valign="top">Unknown</td>
<td align="left" valign="top">Exploratory double-blind randomized placebo- controlled trial of Metformin and Ursodeoxycholic acid (UDCA) to treat post-acute sequelae of SARS-CoV-2 infection (PASC)</td>
<td align="center" valign="top">396</td>
<td align="left" valign="top">Metformin- 500&#x202F;mg</td>
<td align="center" valign="top">8 wks</td>
<td align="center" valign="top">Up to 6 mths</td>
<td align="left" valign="top">Placebo- 500&#x202F;mg or Test medication 2- &#x201C;300&#x202F;mg Urusa (&#x201C;urusodeoxy cholic acid&#x201D;) or Placebo 300&#x202F;mg</td>
<td align="left" valign="top">Change in PASC score symptoms</td>
</tr>
<tr>
<td align="left" valign="top">CTIS2024-511580- 28-00</td>
<td align="center" valign="top">2026-10-01</td>
<td align="left" valign="top">RECLAIM: an adaptive platform trial for the evaluation of treatments for post-acute sequelae of SARS-CoV-2 infection (PASC)</td>
<td align="center" valign="top">Unknown</td>
<td align="left" valign="top">Metformin- oral 1,500&#x202F;mg (max dose per day) &#x002A;part of platform trial with Colchicine</td>
<td align="center" valign="top">12 wks</td>
<td align="center" valign="top">12 wks</td>
<td align="left" valign="top">Placebo</td>
<td align="left" valign="top">Patient- reported physical-health related quality of life (HRQoL)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Vagus Nerve Stimulation (<italic>n</italic>&#x202F;=&#x202F;1 trial)</td>
</tr>
<tr>
<td align="left" valign="top">NCT05630040</td>
<td align="center" valign="top">2024-11-08</td>
<td align="left" valign="top">Vagus Nerve Simulation for Long-COVID-19</td>
<td align="center" valign="top">40</td>
<td align="left" valign="top">Portable VNS device daily</td>
<td align="center" valign="top">6 wks</td>
<td align="center" valign="top">Baseline, week 2, week 5, week 8, week 12</td>
<td align="left" valign="top">Sham VNS device</td>
<td align="left" valign="top">Composite Dysautonomia Symptom Score (COMPASS 31)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Colchicine (<italic>n</italic>&#x202F;=&#x202F;4 trials)</td>
</tr>
<tr>
<td align="left" valign="top">ACTRN126210006378 42</td>
<td align="center" valign="top">2023-06-02</td>
<td align="left" valign="top">A_multi-centre trial of colchicine vs. control to improve clinical outcomes in adults with long- SARS-CoV-2(COVID-19)</td>
<td align="center" valign="top">1,000</td>
<td align="left" valign="top">Colchicine 0.5&#x202F;mg tablet twice per day given orally</td>
<td align="center" valign="top">6 mths</td>
<td align="center" valign="top">6 mths</td>
<td align="left" valign="top">Standard care</td>
<td align="left" valign="top">COVID-19 WHO score, Dyspnoea management questionnaire-30</td>
</tr>
<tr>
<td align="left" valign="top">
<ext-link xlink:href="https://www.isrctn.com/ISRCTN10665760" ext-link-type="uri">ISRCTN10665760</ext-link>
</td>
<td align="center" valign="top">2024&#x2013;12</td>
<td align="left" valign="top">STIMULATE-ICP: A pragmatic, multi- centre, cluster randomised trial of an integrated care pathway with a nested, Phase III, open label, adaptive platform randomised drug trial in individuals with long COVID</td>
<td align="center" valign="top">1,555</td>
<td align="left" valign="top">Colchicine 500 mcg taken twice daily by mouth (part of platform trial)</td>
<td align="center" valign="top">12wks (84&#x202F;days)</td>
<td align="center" valign="top">Up to 24 wks</td>
<td align="left" valign="top">Control (no drug)</td>
<td align="left" valign="top">Fatigue (FAS-Fatigue assessment scale) at baseline, 12 wks and 24 wks</td>
</tr>
<tr>
<td align="left" valign="top">CTRI/2021/11/038234</td>
<td align="center" valign="top">Unknown</td>
<td align="left" valign="top">Colchicine to reduce coronavirus disease-19- related inflammation and cardiovascular complications in high-risk patients post-acute infection with SARS-COV-2-a study protocol for a randomized controlled trial. <italic>Trials</italic>. 2024;25 (1):378.</td>
<td align="center" valign="top">350</td>
<td align="left" valign="top">Colchicine 0.5&#x202F;mg once daily (&#x003C; 70&#x202F;kg) or twice daily (&#x003E;&#x202F;=&#x202F;70&#x202F;kg)</td>
<td align="center" valign="top">26 wks</td>
<td align="center" valign="top">52 wks</td>
<td align="left" valign="top">Matched Placebo for 26 wks</td>
<td align="left" valign="top">Distance walked in 6&#x202F;min at 52 wks from baseline</td>
</tr>
<tr>
<td align="left" valign="top">CTIS2024-511580-28-00</td>
<td align="center" valign="top">2026-10-01</td>
<td align="left" valign="top">RECLAIM: an adaptive platform trial for the evaluation of treatments for post-acute sequelae of SARS-CoV-2 infection (PASC)</td>
<td align="center" valign="top">Unknown</td>
<td align="left" valign="top">Colchicine (Up to 1&#x202F;mg/day)</td>
<td align="center" valign="top">12 wks</td>
<td align="center" valign="top">12 wks</td>
<td align="left" valign="top">Placebo</td>
<td align="left" valign="top">Patient- reported physical-health related quality of life (HRQoL)</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Biologics and Monoclonal antibodies (<italic>n</italic>&#x202F;=&#x202F;3 clinical trials)</td>
</tr>
<tr>
<td align="left" valign="top">NCT05877508</td>
<td align="center" valign="top">2025-07-31</td>
<td align="left" valign="top">Anti-SARS-CoV-2 Monoclonal Antibodies for Long COVID (COVID-19) (outSMART-LC)</td>
<td align="center" valign="top">36</td>
<td align="left" valign="top">AER002&#x2013;1200&#x202F;mg administered once by IV (intravenous infusion)</td>
<td align="center" valign="top">Once</td>
<td align="center" valign="top">Up to 1&#x202F;yr</td>
<td align="left" valign="top">Placebo infusion by IV</td>
<td align="left" valign="top">Change in Patient- Reported Outcomes Measurement Information System (PROMIS)-29 Physical Health Summary Score from Baseline and Day 90</td>
</tr>
<tr>
<td align="left" valign="top">ISRCTN46454974</td>
<td align="center" valign="top">2025&#x2013;12</td>
<td align="left" valign="top">A research trial to find out if tocilizumab helps adults with Long Covid feel better</td>
<td align="center" valign="top">152</td>
<td align="left" valign="top">Tocilizumab-162&#x202F;mg subcutaneous injection (body weight &#x003C;100&#x202F;kg 162&#x202F;mg fortnightly/body weight &#x2265;100&#x202F;kg 162&#x202F;mg weekly for 12&#x202F;wks)</td>
<td align="center" valign="top">12 wks</td>
<td align="center" valign="top">12 wks</td>
<td align="left" valign="top">Subcutaneous placebo for 12 wks</td>
<td align="left" valign="top">Health-related quality of life</td>
</tr>
<tr>
<td align="left" valign="top">NCT05926505</td>
<td align="center" valign="top">2025&#x2013;08</td>
<td align="left" valign="top">Safety and Efficacy of Anakinra Treatment for Patients with Post-Acute Covid Syndrome</td>
<td align="center" valign="top">182</td>
<td align="left" valign="top">Anakinra- 149 MG/ML (Prefilled Syringe Kineret) Anakinra is injected subcutaneously as 100&#x202F;mg once daily for 4&#x202F;wks.</td>
<td align="center" valign="top">4 wks</td>
<td align="center" valign="top">Up to 2&#x202F;years</td>
<td align="left" valign="top">Placebo- Placebo is injected subcutaneously once daily for 4 wks.</td>
<td align="left" valign="top">Score of PACS progression reversal</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">IVIg (<italic>n</italic>&#x202F;=&#x202F;2 trials)</td>
</tr>
<tr>
<td align="left" valign="top">NCT06305780/NCT06305793 (<xref ref-type="supplementary-material" rid="SM1">Appendix</xref> in <xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>)</td>
<td align="center" valign="top">2026&#x2013;03</td>
<td align="left" valign="top">Randomized Trial of the Effect of IVIg Versus Placebo on long COVID Symptoms.</td>
<td align="center" valign="top">380</td>
<td align="left" valign="top">IVIg + coordinated care, IVIg + usual care, IVIg (Gamunex)- 2&#x202F;g/kg monthly for 9&#x202F;months (36&#x202F;wks)</td>
<td align="center" valign="top">9 mths</td>
<td align="center" valign="top">End of 12 mths</td>
<td align="left" valign="top">IVIg placebo + coordinated care Ivabradine + coordinated care, IVIg placebo + usual care, Ivabradine + Usual care, Ivabradin placebo + usual care</td>
<td align="left" valign="top">Change in Orthostatic Hypotension Questionnaire (OHQ)/Orthostatic Intolerance Questionnaire (OIQ) Composite Score</td>
</tr>
<tr>
<td align="left" valign="top">NCT05350774</td>
<td align="center" valign="top">2025-12-15</td>
<td align="left" valign="top">Immunotherapy for Neurological Post-Acute Sequelae of SARS- CoV-2. <ext-link xlink:href="https://clinicaltrials.gov" ext-link-type="uri">clinicaltrials.gov</ext-link>. 2022</td>
<td align="center" valign="top">45</td>
<td align="left" valign="top">IVIg- 0.4&#x202F;g/kg/day for 5&#x202F;days</td>
<td align="center" valign="top">5&#x202F;days</td>
<td align="center" valign="top">2 wks</td>
<td align="left" valign="top">Placebo</td>
<td align="left" valign="top">Proportion of participants with a clinically meaningful change in Health Utilities Index Mark 3 (HUI3) after receiving either IVIg or placebo at Week 2.</td>
</tr>
<tr>
<td align="left" valign="top" colspan="9">Co-enzyme Q10 (<italic>n</italic>&#x202F;=&#x202F;1 trial)</td>
</tr>
<tr>
<td align="left" valign="top">NCT05373043</td>
<td align="center" valign="top">2028-10-31</td>
<td align="left" valign="top">Long-term COVID and rehabilitation</td>
<td align="center" valign="top">300</td>
<td align="left" valign="top">Exercise + mitoquinone (synthetic form of coenzyme Q10) unknown dose</td>
<td align="center" valign="top">Unknown</td>
<td align="center" valign="top">4&#x202F;yrs</td>
<td align="left" valign="top">Exercise + Placebo</td>
<td align="left" valign="top">Change in flow mediated dilation (FMD), change in microvascular function (using passive leg movement-PLM), change in cerebral vascular endothelial function (using breath hold acceleration index-BHAI)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>ACTRN, Australian New Zealand Clinical Trials Registry number; COMPASS-31, Composite Autonomic Symptom Score; CTIS, Clinical Trials Information System (EU); CTRI, Clinical Trials Registry of India; DSQ, DePaul Symptom Questionnaire; DSQ-PEM, DePaul Symptom Questionnaire; Post-Exertional Malaise; EQ-5D-5L, EuroQol 5-Dimension 5-Level; FAS, Fatigue Assessment Scale; FSS, Fatigue Severity Scale; HUI3, Health Utilities Index Mark 3; ISRCTN, International Standard Randomised Controlled Trial Number; IVIg, Intravenous immunoglobulin; KCT, Korean Clinical Trial Registry identifier; LDN, Low-dose naltrexone; MFIS, Modified Fatigue Impact Scale; mth/mths, Month/months; NAC, N-acetylcysteine; NCT, <ext-link xlink:href="https://ClinicalTrials.gov" ext-link-type="uri">ClinicalTrials.gov</ext-link> identifier; OHQ, Orthostatic Hypotension Questionnaire; OIQ, Orthostatic Intolerance Questionnaire; PROMIS, Patient-Reported Outcomes Measurement Information System; RBANS, Repeatable Battery for the Assessment of Neuropsychological Status; RCT, Randomised controlled trial; VAS, Visual Analogue Scale; VNS, Vagus nerve stimulation; wk/wks, Week/weeks.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec8">
<title>Nicotine</title>
<p>Theoretically, nicotine could help treat long COVID by competitively binding to nicotinic acetylcholine (nACh) and angiotensin-converting enzyme 2 (ACE2) receptors, displacing SARS-CoV-2 spike proteins and reducing the inflammatory response to the virus (<xref ref-type="bibr" rid="ref28">28</xref>). Via this mechanism, it is thought that nicotine may improve cognitive function and energy levels amongst many other symptoms of long COVID (<xref ref-type="bibr" rid="ref27">27</xref>). However, there are no robust clinical trials that have reported on the efficacy of Nicotine as a treatment for long COVID. The only published very low-quality evidence is a case study that involved 4 participants who reported improvements in their symptoms for up to 6&#x202F;months after using nicotine patches (7.5&#x202F;mg per day) for 7&#x202F;days (<xref ref-type="bibr" rid="ref29">29</xref>). Nicotine patches are readily available without a prescription and are relatively affordable and easy to use. Although nicotine patches provide a slow-release of nicotine, they still present a risk of dependency and can still cause side effects such as nausea and headaches, although serious side effects are rare (<xref ref-type="bibr" rid="ref30">30</xref>). There are currently no ongoing clinical trials testing the efficacy of nicotine as a treatment for long COVID.</p>
</sec>
<sec id="sec9">
<title>Vagus nerve stimulation</title>
<p>Vagus nerve stimulation (VNS) is a neuromodulation technique that involves stimulating the vagus nerve to modulate various physiological processes. In the context of Long COVID, VNS is being investigated due to its potential to regulate inflammation and autonomic function, which may address multiple symptoms associated with the condition (<xref ref-type="bibr" rid="ref31">31</xref>). A pilot RCT focussed on feasibility and acceptability examined the effects of at-home, self-administered transcutaneous auricular vagus nerve stimulation (taVNS) on long COVID symptoms. The study included 13 participants with long COVID who received either active taVNS (<italic>n</italic>&#x202F;=&#x202F;8) or sham stimulation (<italic>n</italic>&#x202F;=&#x202F;5) for 15&#x202F;min twice daily over 2 weeks. The active taVNS group showed significant improvements in fatigue, mood, and cognitive symptoms compared to the sham group (<xref ref-type="bibr" rid="ref32">32</xref>). The study utilised a commercially available taVNS device that participants could use at home after minimal training. This suggests that the treatment could be relatively accessible and feasible for self-administration. taVNS was well-tolerated, with no serious adverse events observed (<xref ref-type="bibr" rid="ref30">30</xref>). An RCT testing the effect of taVNS treatment on long COVID has recently been completed but the results are yet to be publicly reported (<xref ref-type="bibr" rid="ref33">33</xref>).</p>
</sec>
<sec id="sec10">
<title>Antihistamines</title>
<p>Antihistamines may improve long COVID symptoms by blocking both histamine H1 and H2 receptors and reducing mast cell activation, which is thought to play a role in the pathophysiology of long COVID, thereby reducing brain fog and fatigue. There were no systematic reviews or RCTs investigating the efficacy of antihistamines as a treatment for long COVID. A single non-randomised controlled trial examined the effects of a combination of fexofenadine (180&#x202F;mg/day) and famotidine (40&#x202F;mg/day) on long COVID symptoms (<xref ref-type="bibr" rid="ref34">34</xref>). The study included 14 patients in the treatment group and 13 in the control group. After 20&#x202F;days of treatment, 29% of treated patients experienced complete resolution of long COVID symptoms, and all treated patients showed significant improvement in evaluated symptoms including fatigue, brain fog, abdominal disorders, and increased heart rate compared to the control group. Antihistamines generally have a well-established safety profile when used as directed and are readily available as relatively inexpensive, over-the-counter medications in Australia (<xref ref-type="bibr" rid="ref35">35</xref>). The ongoing STIMULATE-ICP trial, which includes a nested drug trial testing famotidine and loratadine, may provide more robust evidence when completed.</p>
</sec>
<sec id="sec11">
<title>Guanfacine</title>
<p>Guanfacine is a highly selective &#x03B1;2A-adrenergic receptor agonist that is thought to strengthen pre-frontal cortex connectivity and reduce neuro-inflammation and has been used to treat cognitive disorders such as attention deficit hyperactivity disorder (ADHD) (<xref ref-type="bibr" rid="ref36">36</xref>). It is also thought that guanfacine would be effective as a treatment for cognitive deficits in long COVID (<xref ref-type="bibr" rid="ref37">37</xref>). A single case report found that eight out of 12 reported improved cognitive abilities when they were with guanfacine (1&#x202F;mg for the first month, increased to 2&#x202F;mg after 1&#x202F;month, if well-tolerated) and 600&#x202F;mg&#x202F;N- acetylcysteine (NAC) daily (<xref ref-type="bibr" rid="ref38">38</xref>). Four patients discontinued therapy, two for unspecified reasons and two due to hypotension and/or dizziness, common side effects of guanfacine. Because the use of Guanfacine remains restricted to specific indications and age groups in Australia (people aged 6&#x2013;17&#x202F;years as monotherapy for ADHD), there is limited access as a treatment for long COVID symptoms.</p>
</sec>
<sec id="sec12">
<title>Colchicine</title>
<p>Colchicine is commonly used as an anti-inflammatory medication in the treatment of gout and may help treat long COVID symptoms, in particular pericarditis (inflammation around the heart) and pleuritis (inflammation in the lungs) through a similar mechanism (<xref ref-type="bibr" rid="ref39">39</xref>). It has been suggested that colchicine may help alleviate long COVID symptoms by suppressing persistent innate immune activation, reducing inflammasome-driven inflammation, improving endothelial function, and limiting fibrotic processes (<xref ref-type="bibr" rid="ref40">40</xref>). There are no existing studies investigating colchicine as a treatment for long COVID, however there are several trials underway (<xref ref-type="table" rid="tab2">Table 2</xref>). Colchicine is readily available with a prescription and reasonably affordable. It is also generally well tolerated at recommended doses with the most common side effects being gastrointestinal upset (<xref ref-type="bibr" rid="ref41">41</xref>).</p>
</sec>
<sec id="sec13">
<title>Nattokinase</title>
<p>Nattokinase is an enzyme produced during the fermentation of soybeans to create &#x2018;natto&#x2019;, a traditional Japanese food. It has been speculated that Nattokinase may be useful in managing a variety of long COVID symptoms because in-vitro studies have demonstrated that it degrades fibrinaloid microclots and the SARS-CoV-2 spike protein in cell cultures (<xref ref-type="bibr" rid="ref42">42</xref>, <xref ref-type="bibr" rid="ref43">43</xref>). However, there have been no human studies that suggest that it may be beneficial, nor are there any underway or planned for the near future. Nattokinase supplements are readily available over the counter and are relatively inexpensive. Although it is considered to be relatively safe, there are some concerns about combining them with blood thinner medications (<xref ref-type="bibr" rid="ref44">44</xref>).</p>
</sec>
<sec id="sec14">
<title>Intravenous immunoglobulins</title>
<p>Intravenous immunoglobulins (IVIg) are derived from donor human plasma and are used to treat antibody deficiencies and auto-immune conditions. Because IVIgs are thought to modulate immune responses, they may be useful in managing a variety of long COVID symptoms (<xref ref-type="bibr" rid="ref45">45</xref>). Although there are no RCTs investigating the effect of IVIg on long COVID, there are a few very small observational studies that report a positive effect on symptoms (<xref ref-type="bibr" rid="ref46 ref47 ref48">46&#x2013;48</xref>). IVIg is not currently available for people with long COVID in Australia and is very costly if accessed privately. Headache is a minor and relatively common side effect. Other less common side effects include chills, flushing, tiredness, stomach pain, fast heartbeat, and muscle pain (<xref ref-type="bibr" rid="ref49">49</xref>, <xref ref-type="bibr" rid="ref50">50</xref>). There are currently two RCTs in progress testing the efficacy of IVIg for long COVID (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
</sec>
<sec id="sec15">
<title>Biologics and monoclonal antibodies</title>
<p>Monoclonal antibodies (mAbs) were originally created and used as treatments for acute COVID infections. However, they could potentially treat a variety of long COVID symptoms by clearing SARS-CoV-2 virus reservoirs by targeting the spike protein of the virus and reducing inflammation by modulating the immune response to the virus (<xref ref-type="bibr" rid="ref51">51</xref>). A small RCT did not find any significant differences between participants receiving mAb treatment in the form of weekly subcutaneous injections of 700&#x202F;mg of leronlimab and a placebo group after 8 weeks of treatment (<xref ref-type="bibr" rid="ref52">52</xref>). mAbs are not approved for treatment of long COVID in Australia, nor are they readily available and their cost is unknown. mAbs have been used to treat a variety of diseases including cancer, safely at least in the short term, with mild side effects such as headaches and nausea (<xref ref-type="bibr" rid="ref53">53</xref>). However, mAbs treatment does have the potential to set off an anaphylactic reaction and further research is needed to understand their safety profile (<xref ref-type="bibr" rid="ref54">54</xref>). There are three RCTs underway testing various mAbs (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
</sec>
<sec id="sec16">
<title>Coenzyme Q10</title>
<p>Coenzyme q10 (CoQ10) is a supplement that has been widely used for a range of clinical applications and may be a potential treatment for long COVID fatigue because of its role as an antioxidant and in cellular energy function (<xref ref-type="bibr" rid="ref55">55</xref>). However, the evidence for its efficacy is weak based on data from two RCTs that did not report any benefit from CoQ10 supplementation (<xref ref-type="bibr" rid="ref56">56</xref>, <xref ref-type="bibr" rid="ref57">57</xref>). CoQ10 is relatively safe, readily accessible, and relatively affordable in Australia (<xref ref-type="bibr" rid="ref58">58</xref>). An RCT that is due to be completed in 2028 may help add to the existing evidence base for CoQ10.</p>
</sec>
<sec id="sec17">
<title>Multi-component intervention packages</title>
<p>Multi-component intervention packages combine core treatment elements like symptom management (e.g., pain), sustainable increases in physical activity, sleep regulation and pacing, and optional modules addressing issues such as managing breathlessness, mood or cognition. They are usually tailored to the individual&#x2019;s symptoms and are delivered by a multidisciplinary team often including physical therapists, psychologists and a general practitioner, each of whom focus on one or more symptoms. Evidence from five RCTs suggests that multicomponent interventions can be safe and effective at improving overall quality of life and dyspnoea in individuals with long COVID. There is no strong evidence to suggest that they improve other physical, mental or cognitive symptoms (<xref ref-type="bibr" rid="ref59 ref60 ref61 ref62 ref63 ref64">59&#x2013;64</xref>). However, access to these packages remains limited in Australia, due to lack of coordinated funding. Partial support via reimbursements is available through Medicare under specific care plans for mental and allied health.</p>
</sec>
</sec>
<sec id="sec18">
<title>Exercise training</title>
<p>Most of the exercise training interventions for long COVID consist primarily of aerobic and/or strength training with some also incorporating flexibility and balance. In total, 16 RCTs looked specifically at exercise training in long COVID patients (aerobic training k&#x202F;=&#x202F;3, strength training k&#x202F;=&#x202F;3, combined exercise k&#x202F;=&#x202F;8 and pilates k&#x202F;=&#x202F;2), demonstrating that exercise interventions can be effective in improving fatigue, quality of life, physical performance and mental health in individuals with long COVID (<xref ref-type="bibr" rid="ref65 ref66 ref67 ref68 ref69 ref70 ref71 ref72 ref73 ref74 ref75 ref76 ref77 ref78 ref79 ref80">65&#x2013;80</xref>). While individualised, symptom-titrated and supervised programs, appear to be more effective, some authors highlight the challenges associated with implementing exercise interventions within this population. For example, post-exertional malaise which involves a worsening of symptoms following physical exertion can be a major barrier for people with long COVID (<xref ref-type="bibr" rid="ref81">81</xref>). Exercise is considered to be generally safe, accessible, and low-cost, with most forms easily performed at home and a low risk of adverse events when properly supervised.</p>
</sec>
<sec sec-type="discussion" id="sec19">
<title>Discussion</title>
<p>This narrative review provides an overview of the available evidence for several potential long COVID treatments that are being considered for future clinical evaluation. In line with recent reviews, the findings highlight the heterogeneity of interventions, ranging from dietary supplements and rehabilitation to complementary therapies. The findings also reinforce the persistent uncertainty around long COVID treatments, despite a rapidly evolving body of evidence. Only six out of 14 of the prioritised treatments have any long-COVID specific RCT-based evidence. The remainder rely on biological plausibility or low quality evidence (case studies).</p>
<p>The treatments reviewed included a range of pharmacological and non-pharmacological approaches aiming to alleviate either symptoms or targeting the underlying biological mechanisms of long COVID. The most common mechanism of action across treatments for long COVID appears to be the reduction of inflammatory pathways and viral reservoirs which might suggest that other treatments that have similar effects may be useful (<xref ref-type="bibr" rid="ref4">4</xref>). Furthermore, treatments that reduce the viral load early in the infection may also be beneficial and considered as a preventative measure (<xref ref-type="bibr" rid="ref82">82</xref>). However, the uncertainty around natural history and prognosis of long COVID is a very pertinent and as yet unanswered question which has implications for treatments and management decisions (<xref ref-type="bibr" rid="ref83">83</xref>).</p>
<p>For clinicians, this research offers a timely overview of the current status of the available evidence for treatments prioritised by clinicians and people with lived experience. Although some treatments such as exercise training show promise and seem feasible and acceptable, there is insufficient high-quality evidence to make informed recommendations for clinicians and people living with long COVID. For funders, researchers and other stakeholders, this review highlights critical evidence gaps, including the need for randomised clinical trials that investigate treatments that are acceptable to and aligned with lived experience.</p>
</sec>
<sec id="sec20">
<title>Limitations</title>
<p>Although the systematic reviews and RCTs were identified via a systematic search, other study designs were identified through a more pragmatic search to identify the best available, most recent evidence. Furthermore, the interventions summarised were chosen by clinicians and people with lived experience based on their clinical relevance and acceptability. Consequently, this review does not provide a comprehensive list of all potential long COVID treatments. It must also be noted that findings are not intended to be used as clinical guidance &#x2013; this would require a more robust review of the evidence, and a multidisciplinary and systematic consideration of the clinical and patient context using well established methods to assess the quality of the evidence.</p>
<p>Finally, the overall quality of evidence is very low, due to the lack of high quality RCTs and systematic reviews, underscoring the need for further rigorously designed, well-powered clinical trials.</p>
</sec>
<sec sec-type="conclusions" id="sec21">
<title>Conclusion</title>
<p>In this review, we summarised the evidence for, acceptability, feasibility and safety for 14 stakeholder-prioritised treatments for long COVID. Only six of these have any RCT evidence and most are supported by limited or indirect data. The next step is well-designed trials that use standardised patient centered outcomes, ensure adequate follow-up and consider implementation. This review supports the development of such trials rather than providing guidance in clinical settings.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="sec22">
<title>Author contributions</title>
<p>SB: Methodology, Writing &#x2013; review &#x0026; editing, Writing &#x2013; original draft, Formal analysis. TA: Writing &#x2013; review &#x0026; editing, Formal analysis, Investigation. SC: Funding acquisition, Supervision, Writing &#x2013; review &#x0026; editing, Methodology, Conceptualization. MB: Formal analysis, Writing &#x2013; review &#x0026; editing. PG: Funding acquisition, Writing &#x2013; review &#x0026; editing, Conceptualization, Supervision. OB: Writing &#x2013; review &#x0026; editing, Project administration, Methodology, Supervision, Investigation.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank the members of the consumer and clinician panels who contributed to the prioritisation workshops and the investigators from the HEAL COVID and OUTPOST projects for their guidance during the evidence synthesis.</p>
</ack>
<sec sec-type="COI-statement" id="sec23">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec24">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was used in the creation of this manuscript. Generative AI was used to simplify the summaries presented to people with lived experience as part of the prioritisation workshop materials.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="sec25">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec26">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fmed.2026.1734600/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fmed.2026.1734600/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Supplementary_file_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn fn-type="custom" custom-type="edited-by" id="fn0003">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/124153/overview">Robert Weissert</ext-link>, University of Regensburg, Germany</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0004">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/159545/overview">Narcisa Martinez-Quiles</ext-link>, Complutense University of Madrid, Spain</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/739893/overview">Swayam Prakash</ext-link>, University of California, Irvine, United States</p>
</fn>
</fn-group>
<fn-group>
<fn id="fn0001">
<label>1</label>
<p>
<ext-link xlink:href="https://clinicaltrials.gov/" ext-link-type="uri">https://clinicaltrials.gov/</ext-link>
</p>
</fn>
<fn id="fn0002">
<label>2</label>
<p>
<ext-link xlink:href="https://trialsearch.who.int/" ext-link-type="uri">https://trialsearch.who.int/</ext-link>
</p>
</fn>
</fn-group>
</back>
</article>