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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurol.</journal-id>
<journal-title>Frontiers in Neurology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurol.</abbrev-journal-title>
<issn pub-type="epub">1664-2295</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneur.2025.1639924</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neurology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Efficacy of <italic>Ginkgo biloba</italic> extract in amyloid PET-positive patients with mild cognitive impairment</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>YoungSoon</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2562227/overview"/>
<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/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Koo</surname>
<given-names>Min-Seong</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kwak</surname>
<given-names>Yong Tae</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2952278/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neurology, Soonchunhyang University Cheonan Hospital</institution>, <addr-line>Cheonan-si, Chungcheongnam-do</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Psychiatry, International St. Mary's Hospital, Catholic Kwandong University College of Medicine</institution>, <addr-line>Seo-gu, Incheon</addr-line>, <country>Republic of Korea</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Neurology, Hyoja Geriatric Hospital, Kuseong-myeon</institution>, <addr-line>Yongin-si, Gyeonggi-do</addr-line>, <country>Republic of Korea</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Sicong Tu, The University of Sydney, Australia</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Eduardo Z. Romo, Jessup University, United States</p>
<p>Owona Pascal Emmanuel, University of Yaounde I, Cameroon</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Yong Tae Kwak, <email>kwakdr@gmail.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1639924</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Yang, Koo and Kwak.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Yang, Koo and Kwak</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec id="sec1">
<title>Background</title>
<p>Mild cognitive impairment (MCI) with amyloid PET positivity represents a prodromal stage of Alzheimer&#x2019;s disease (AD), yet no disease-modifying therapies are currently approved. <italic>Ginkgo biloba</italic>, traditionally used in East Asian and European ethnomedicine as an oral decoction or standardized extract to support memory and cognitive function, is commonly utilized, however, its efficacy as monotherapy in biomarker-confirmed MCI remains uncertain. A&#x03B2; oligomers, produced by abnormal cleavage of amyloid precursor protein, disrupt synaptic function and contribute to cognitive decline.</p>
</sec>
<sec id="sec2">
<title>Objective</title>
<p>This study evaluated whether <italic>Ginkgo biloba</italic> alone, without adjunctive anti-dementia medication, could provide clinical and biomarker benefits in amyloid PET&#x2013;positive MCI patients. Plasma MDS-Oa&#x03B2; (Multimer Detection System&#x2013;Oligomeric A&#x03B2;), a dynamic biomarker reflecting A&#x03B2; oligomerization tendency, was used to explore mechanistic relevance.</p>
</sec>
<sec id="sec3">
<title>Methods</title>
<p>In this retrospective cohort study, 64 amyloid PET&#x2013;positive MCI patients were followed for 12&#x202F;months. Participants received either oral <italic>Ginkgo biloba</italic> monotherapy (240&#x202F;mg/day, <italic>n</italic>&#x202F;=&#x202F;42) or standard cognitive enhancers (<italic>n</italic>&#x202F;=&#x202F;22). Clinical outcomes included the Korean version of the Mini-Mental State Examination (K-MMSE), Clinical Dementia Rating&#x2013;Sum of Boxes (CDR-SB), Korean Instrumental Activities of Daily Living (K-IADL), and Neuropsychiatric Inventory (NPI). Plasma MDS-Oa&#x03B2; levels were assessed at baseline and at 12&#x202F;months.</p>
</sec>
<sec id="sec4">
<title>Results</title>
<p>At 12&#x202F;months, the Ginkgo group showed significantly higher responder rates (100% vs. 59.1%, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), no conversion to AD dementia (0% vs. 13.6%, <italic>p</italic>&#x202F;=&#x202F;0.037), and greater improvement in K-MMSE and K-IADL scores. MDS-Oa&#x03B2; levels decreased significantly in the Ginkgo group (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) but not in the control group. No significant between-group differences were observed in CDR-SB or NPI scores.</p>
</sec>
<sec id="sec5">
<title>Conclusion</title>
<p><italic>Ginkgo biloba</italic> monotherapy was associated with preserved cognition, improved daily functioning, and reduced plasma A&#x03B2; oligomerization in amyloid PET&#x2013;positive MCI patients. These findings suggest potential disease-modifying effects and warrant further validation in prospective, biomarker-based clinical trials.</p>
</sec>
</abstract>
<kwd-group>
<kwd><italic>Ginkgo biloba</italic></kwd>
<kwd>mild cognitive impairment</kwd>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd>amyloid PET</kwd>
<kwd>MDS-Oa&#x03B2;</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="33"/>
<page-count count="9"/>
<word-count count="6211"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Dementia and Neurodegenerative Diseases</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec6">
<title>Introduction</title>
<p>Alzheimer&#x2019;s disease (AD) is the most common cause of dementia, exerting a substantial global burden. Although the pathological roles of amyloid-beta (A&#x03B2;) aggregation and tau have been increasingly clarified, translating these insights into effective treatments remains a major challenge (<xref ref-type="bibr" rid="ref1">1</xref>). Mild cognitive impairment (MCI) is a transitional stage between normal aging and dementia, and individuals with amyloid PET&#x2013;positive MCI are at particularly high risk of progressing to AD. Previous studies have characterized amyloid PET&#x2013;positive MCI as prodromal AD (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>), with subtle impairments in memory and executive function that preserve functional independence. The annual conversion rate to AD among biomarker-confirmed MCI patients is estimated at 5&#x2013;30% (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>). However, no disease-modifying treatments are currently approved for MCI. In South Korea and many other countries, standard anti-dementia drugs like donepezil, rivastigmine, galantamine, and memantine are not reimbursed for MCI (<xref ref-type="bibr" rid="ref6">6</xref>), leading to widespread off-label use of cognitive supplements such as omega-3 fatty acids, choline precursors, and <italic>Ginkgo biloba</italic>.</p>
<p><italic>Ginkgo biloba</italic> leaves have been traditionally utilized in East Asian ethnomedicine, particularly within Chinese and Korean medical traditions, as an oral decoction or herbal remedy to enhance memory, mitigate age-related cognitive decline, and alleviate circulation-related symptoms such as dizziness and tinnitus (<xref ref-type="bibr" rid="ref7">7</xref>). Currently, standardized <italic>Ginkgo biloba</italic> extracts are widely employed both as prescription phytomedicine in Europe and as a non-prescription cognitive supplement globally. Despite their broad usage, the efficacy of <italic>Ginkgo biloba</italic> extracts as monotherapy in biomarker-confirmed mild cognitive impairment (MCI) remains uncertain.</p>
<p>At our institution, <italic>Ginkgo biloba</italic> extract has been occasionally prescribed depending on clinical context, and our accumulated clinical experience prompted a more systematic investigation. We employed Ginexin-F<sup>&#x00AE;</sup>, a standardized extract approved by the Korean Ministry of Food and Drug Safety (MFDS-199702183). Its composition is equivalent to EGb 761, a widely studied formulation in clinical trials. Ginkgo&#x2019;s neuroprotective effects have been attributed to antioxidative, anti-inflammatory, and vasodilatory properties, as well as modulation of neurotransmission and inhibition of A&#x03B2; aggregation (<xref ref-type="bibr" rid="ref7 ref8 ref9">7&#x2013;9</xref>). Although many studies have examined Ginkgo&#x2019;s effects in MCI, results remain mixed. A placebo-controlled trial showed cognitive benefits with good adherence (<xref ref-type="bibr" rid="ref10">10</xref>), whereas the large GEM trial in cognitively normal elderly individuals failed to show preventive effects, likely due to low incidence of dementia and poor compliance (<xref ref-type="bibr" rid="ref11">11</xref>). The GUIDAGE trial in patients with subjective memory complaints also yielded inconclusive results (<xref ref-type="bibr" rid="ref12">12</xref>, <xref ref-type="bibr" rid="ref13">13</xref>). Early meta-analyses indicated modest cognitive improvements (<xref ref-type="bibr" rid="ref14">14</xref>), but a Cochrane review in 2007 questioned their robustness (<xref ref-type="bibr" rid="ref15">15</xref>). More recent randomized trials and meta-analyses suggest EGb 761 may offer symptomatic benefit in MCI. One 12-month trial in China reported reduced dementia incidence in amnestic MCI patients treated with Ginkgo (<xref ref-type="bibr" rid="ref16">16</xref>), while others noted improvements in memory and neuropsychiatric symptoms (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref18">18</xref>). Still, a recent systematic review concluded that definitive evidence for Ginkgo in MCI remains insufficient (<xref ref-type="bibr" rid="ref19">19</xref>).</p>
<p>This inconsistency likely reflects the heterogeneity of MCI itself. While some patients harbor prodromal AD pathology, others may have non-AD causes of cognitive symptoms. This variability complicates trials, as AD-targeting therapies may be tested on non-AD cases. Furthermore, the slow progression of early-stage AD challenges the sensitivity of conventional outcome measures. To address these issues, we integrated biomarker-based strategies for diagnosis and treatment monitoring. Our group previously reported a retrospective study combining donepezil and Ginkgo in amyloid PET&#x2013;positive AD patients, using plasma MDS-Oa&#x03B2; (Multimer Detection System&#x2013;Oligomeric A&#x03B2;) as a biomarker (<xref ref-type="bibr" rid="ref20">20</xref>). This blood-based assay measures the oligomerization tendency of A&#x03B2; and has shown associations with cognitive scores, disease progression, and CSF tau levels (<xref ref-type="bibr" rid="ref21">21</xref>). In that study, the combination group demonstrated improved cognition and greater reductions in MDS-Oa&#x03B2;. However, all patients received donepezil, limiting evaluation of Ginkgo&#x2019;s independent effect. Because anti-dementia drugs are not reimbursed for MCI in Korea, <italic>Ginkgo biloba</italic>&#x2014;being accessible and affordable&#x2014;is often used as a practical alternative due to its accessibility and affordability. This creates a real-world setting to examine its effects without confounding treatments.</p>
<p>In this study, we focused on amyloid PET&#x2013;positive MCI patients to enhance diagnostic specificity. We evaluated cognitive and functional changes as well as plasma MDS-Oa&#x03B2; over 12&#x202F;months. Unlike static biomarkers such as A&#x03B2;42 or total A&#x03B2;, MDS-Oa&#x03B2; reflects the dynamic propensity for toxic oligomer formation, a key pathogenic step in AD (<xref ref-type="bibr" rid="ref21">21</xref>). This study was designed to assess whether <italic>Ginkgo biloba</italic> monotherapy could provide both symptomatic and biomarker-level benefits in patients with amyloid-confirmed MCI. To this end, we analyzed real-world registry data and applied validated biomarker assays to evaluate its potential as a practical early intervention.</p>
</sec>
<sec sec-type="materials|methods" id="sec7">
<title>Materials and methods</title>
<sec id="sec8">
<title>Study design</title>
<p>This retrospective cohort study utilized data from the Soonchunhyang Dementia Registry, a longitudinal database capturing clinical, cognitive, and biomarker data from patients evaluated at the Dementia Clinic of Soonchunhyang University Cheonan Hospital. The registry includes detailed diagnostic evaluations and serial follow-ups since March 2020, offering a complete medical history, physical and neurological examinations, comprehensive neuropsychological testing, and routine laboratory tests including ApoE. Magnetic resonance imaging (MRI) is performed within 3 months, and <sup>18</sup>F-FC119S PET/computed tomography (CT) is performed when possible in the same period.</p>
</sec>
<sec id="sec9">
<title>Participants</title>
<p>Participants were eligible if they met the following criteria: (1) diagnosis of MCI according to Petersen et al. (<xref ref-type="bibr" rid="ref22">22</xref>) criteria, which includes subjective cognitive complaints corroborated by an informant, objective impairment in one or more cognitive domains (typically memory), preserved global cognitive function, largely intact activities of daily living, and absence of dementia; (2) evidence of cerebral amyloid pathology confirmed by <sup>18</sup>F-FC119S PET (3) no prior use of anti-dementia medications including cholinesterase inhibitors or memantine; (4) a minimum follow-up duration of 12&#x202F;months; and (5) available plasma samples at baseline and 12&#x202F;months for MDS-Oa&#x03B2; analysis. Patients were excluded if they had major psychiatric illness, stroke, or other neurological conditions that could confound cognitive assessments.</p>
</sec>
<sec id="sec10">
<title>Group allocation and treatments</title>
<p>Patients were categorized into two treatment groups based on their initial post-diagnostic management. The Ginkgo group received 240&#x202F;mg/day of a standardized <italic>Ginkgo biloba</italic>. The non-Ginkgo group received other commonly used cognitive enhancers, including omega-3 fatty acid supplements (with &#x2265;600&#x202F;mg DHA&#x202F;+&#x202F;EPA combined daily) or choline precursors. Importantly, no patients in either group received prescription anti-dementia drugs during the study period. Treatment decisions were made by the managing neurologist based on clinical judgment, patient preference, and insurance coverage limitations.</p>
</sec>
<sec id="sec11">
<title>Cognitive and functional assessments</title>
<p>Neuropsychological testing included the Korean version of the Mini-Mental State Examination (K-MMSE) to evaluate global cognitive function, and the Clinical Dementia Rating-Sum of Boxes (CDR-SB) to assess multidomain cognitive and functional abilities. Functional status was further assessed with the Korean Instrumental Activities of Daily Living (K-IADL) scale, with a K-IADL score (Sum of item scores/Number of items answered) of &#x2265;0.40 indicating probable conversion to dementia (<xref ref-type="bibr" rid="ref23">23</xref>). Behavioral symptoms were evaluated using the Neuropsychiatric Inventory (NPI), which covers 12 domains including depression, apathy, agitation, and hallucinations. All assessments were conducted at baseline and repeated after approximately 12&#x202F;months. Due to the observational nature of the study, slight variations in follow-up timing were allowed, but all reassessments occurred within a 10&#x2013;14&#x202F;month window.</p>
</sec>
<sec id="sec12">
<title>Definition of clinical response</title>
<p>To assess treatment response, we applied the &#x201C;no deterioration&#x201D; criterion, commonly used in real-world studies. Patients were classified as responders if there was no decline in K-MMSE and no increase in CDR-SB over the 12-month period. Those who showed any decline in K-MMSE or any increase in CDR-SB during the same period were not classified as responders. Patients were considered to have converted to AD if their K-IADL score increased from &#x003C;0.40 at baseline to &#x2265;0.40 at 12-month follow-up, based on validated Korean criteria (<xref ref-type="bibr" rid="ref23">23</xref>).</p>
</sec>
<sec id="sec13">
<title>Safety monitoring</title>
<p>Adverse events were monitored at each clinic visit by asking patients and caregivers about new symptoms and through direct clinical observation. Events were recorded and categorized by severity. Discontinuation due to side effects was also noted.</p>
</sec>
<sec id="sec14">
<title>Plasma biomarker measurement</title>
<p>MDS-Oa<italic>&#x03B2;</italic> was used to quantify the amyloid-&#x03B2; oligomerization tendency in plasma. This assay measures how readily monomeric A&#x03B2; peptides form soluble toxic oligomers under standardized conditions. At each measurement point, plasma samples were thawed and incubated with synthetic A&#x03B2; peptides for 48&#x202F;h at 37&#x00B0;C. Following incubation, samples were treated with a chemiluminescent substrate, and oligomerization levels were quantified using a Victor 3 luminometer. To ensure analytical reliability of the MDS-Oa&#x03B2; assay, synthetic A&#x03B2;42 peptide was utilized as an internal standard, as previously described (<xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>). Reagents, including synthetic A&#x03B2; peptides and capture antibodies, were consistently obtained from the same manufacturing lot to minimize lot-to-lot variability. Assay reproducibility was routinely monitored by assessing intra- and inter-assay coefficients of variation (CV), which were maintained below 10%. Plasma samples underwent a single freeze&#x2013;thaw cycle; specifically, samples were thawed at 37&#x00B0;C for 15&#x202F;min immediately prior to analysis, as previously validated (<xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref26">26</xref>). All samples were analyzed concurrently to avoid inter-batch variability. The test has been validated in prior studies to correlate with CSF tau levels, cognitive scores, and PET findings, providing a dynamic and sensitive readout of early amyloid pathology (<xref ref-type="bibr" rid="ref21">21</xref>, <xref ref-type="bibr" rid="ref24">24</xref>, <xref ref-type="bibr" rid="ref25">25</xref>, <xref ref-type="bibr" rid="ref27">27</xref>).</p>
</sec>
<sec id="sec15">
<title>Statistical analysis</title>
<p>Continuous variables were compared between groups using independent <italic>t</italic>-tests, and within-group changes were analyzed with paired <italic>t</italic>-tests. Categorical variables, including response status and conversion rates, were assessed using the chi-square test or Fisher&#x2019;s exact test, as appropriate based on cell counts. All statistical analyses were performed using SPSS version 24.0 (IBM Corp., Armonk, NY), and a <italic>p</italic>-value &#x003C; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec sec-type="results" id="sec16">
<title>Results</title>
<sec id="sec17">
<title>Baseline demographic and clinical characteristics</title>
<p>A total of 157 patients who were amyloid PET positive and met inclusion criteria were screened. Among them, 93 patients were excluded due to incomplete testing (<italic>n</italic>&#x202F;=&#x202F;45), dropout (<italic>n</italic>&#x202F;=&#x202F;29), drug changes (<italic>n</italic>&#x202F;=&#x202F;14), or other reasons (<italic>n</italic>&#x202F;=&#x202F;5). Finally, 64 patients were enrolled, with 42 patients in the Ginkgo group and 22 in the Non-Ginkgo group (<xref ref-type="fig" rid="fig1">Figure 1</xref>). There were no significant differences between groups in age (65.8 vs. 68.6&#x202F;years), sex distribution (73.8% vs. 81.8% female), education (12.6 vs. 11.1&#x202F;years), or ApoE4 allele count (0.62 vs. 0.73). Baseline cognitive and functional measures, including K-MMSE (28.4 vs. 28.5), CDR (both 0.5), CDR-SB (0.8 vs. 0.9), and K-IADL (3.4 vs. 3.0), were similar between groups. Neuropsychiatric symptoms (NPI) and plasma MDS-Oa&#x03B2; levels (0.88 vs. 0.89&#x202F;ng/mL) also showed no significant differences (<xref ref-type="table" rid="tab1">Table 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Flow chart of patients eligible for the study.</p>
</caption>
<graphic xlink:href="fneur-16-1639924-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart showing patient screening and enrollment for a study. From 157 patients screened, 93 were excluded for reasons like incomplete testing (45), dropout (29), drug changes (14), and other reasons (5). Sixty-four patients were enrolled, divided into two groups: Ginkgo (42) and Non-Ginkgo (22).</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Baseline demographics and clinical variables of study subjects.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Variables</th>
<th align="center" valign="top">Ginkgo (<italic>n</italic>&#x202F;=&#x202F;42)</th>
<th align="center" valign="top">Non-Ginkgo (<italic>n</italic>&#x202F;=&#x202F;22)</th>
<th align="center" valign="top"><italic>p</italic>-value<sup>&#x002A;</sup></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Age, years</td>
<td align="center" valign="top">65.8&#x202F;&#x00B1;&#x202F;10.4</td>
<td align="center" valign="top">68.6&#x202F;&#x00B1;&#x202F;7.9</td>
<td align="center" valign="top">0.288</td>
</tr>
<tr>
<td align="left" valign="top">Female gender (%)</td>
<td align="center" valign="top">31(73.8%)</td>
<td align="center" valign="top">18(81.8%)</td>
<td align="center" valign="top">0.348</td>
</tr>
<tr>
<td align="left" valign="top">Education years</td>
<td align="center" valign="top">12.6&#x202F;&#x00B1;&#x202F;4.7</td>
<td align="center" valign="top">11.1&#x202F;&#x00B1;&#x202F;4.9</td>
<td align="center" valign="top">0.244</td>
</tr>
<tr>
<td align="left" valign="top">ApoE4 gene number</td>
<td align="center" valign="top">0.62&#x202F;&#x00B1;&#x202F;0.73</td>
<td align="center" valign="top">0.73&#x202F;&#x00B1;&#x202F;0.83</td>
<td align="center" valign="top">0.593</td>
</tr>
<tr>
<td align="left" valign="top">K-MMSE</td>
<td align="center" valign="top">28.4&#x202F;&#x00B1;&#x202F;1.2</td>
<td align="center" valign="top">28.5&#x202F;&#x00B1;&#x202F;1.2</td>
<td align="center" valign="top">0.763</td>
</tr>
<tr>
<td align="left" valign="top">CDR</td>
<td align="center" valign="top">0.5&#x202F;&#x00B1;&#x202F;0.0</td>
<td align="center" valign="top">0.5&#x202F;&#x00B1;&#x202F;0.0</td>
<td align="center" valign="top">NA</td>
</tr>
<tr>
<td align="left" valign="top">CDR-SB</td>
<td align="center" valign="top">0.8&#x202F;&#x00B1;&#x202F;0.5</td>
<td align="center" valign="top">0.9&#x202F;&#x00B1;&#x202F;0.5</td>
<td align="center" valign="top">0.894</td>
</tr>
<tr>
<td align="left" valign="top">K-IADL</td>
<td align="center" valign="top">3.4&#x202F;&#x00B1;&#x202F;2.8</td>
<td align="center" valign="top">3.0&#x202F;&#x00B1;&#x202F;1.4</td>
<td align="center" valign="top">0.477</td>
</tr>
<tr>
<td align="left" valign="top">NPI</td>
<td align="center" valign="top">3.7&#x202F;&#x00B1;&#x202F;5.1</td>
<td align="center" valign="top">1.2&#x202F;&#x00B1;&#x202F;3.3</td>
<td align="center" valign="top">0.149</td>
</tr>
<tr>
<td align="left" valign="top">MDS-Oa&#x03B2; (ng/mL)</td>
<td align="center" valign="top">0.88&#x202F;&#x00B1;&#x202F;0.15</td>
<td align="center" valign="top">0.89&#x202F;&#x00B1;&#x202F;0.11</td>
<td align="center" valign="top">0.838</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><sup>&#x002A;</sup>Between-group comparisons were conducted using independent <italic>t</italic>-tests. K-MMSE, Korean Mini-Mental State Examination; CDR, Clinical Dementia Rating Scale; CDR-SB, Clinical Dementia Rating Scale Sum of Box; K-IADL, Korean Instrumental Activities of Daily Living; NPI, Neuropsychiatric Inventory; MDS-Oa&#x03B2;, Multimer Detection System-Oligomerized A&#x03B2; assay; NA, not applicable due to zero variance.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec18">
<title>Cognitive and functional response at 12&#x202F;months</title>
<p>At the 12-month follow-up, all 42 patients in the Ginkgo group maintained stable cognitive status according to the responder criteria (no decline in K-MMSE and no increase in CDR-SB). In contrast, only 13 of the 22 patients (59.1%) in the non-Ginkgo group met the responder criteria (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). Conversion to Alzheimer&#x2019;s disease was defined by a K-IADL score &#x2265; 0.40 at 12&#x202F;months. No patients in the Ginkgo group met this criterion at 12&#x202F;months, while three patients (13.6%) in the non-Ginkgo group did (<italic>p</italic>&#x202F;=&#x202F;0.037), indicating a statistically significant difference in functional outcomes between the groups (<xref ref-type="table" rid="tab2">Table 2</xref>).</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Clinical response at 12&#x202F;months in Ginkgo and non-Ginkgo groups.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Outcome</th>
<th align="center" valign="top">Ginkgo</th>
<th align="center" valign="top">Non-Ginkgo</th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Stable cognitive status (responder)</td>
<td align="center" valign="top">42(100.0%)</td>
<td align="center" valign="top">13(59.1%)</td>
<td align="center" valign="top">0.000</td>
</tr>
<tr>
<td align="left" valign="top">Cognitive decline (non-responder)</td>
<td align="center" valign="top">0(0.0%)</td>
<td align="center" valign="top">9(40.9%)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">No conversion to AD (K-IADL &#x003C; 0.40)</td>
<td align="center" valign="top">42(100.0%)</td>
<td align="center" valign="top">19(86.4%)</td>
<td align="center" valign="top">0.037</td>
</tr>
<tr>
<td align="left" valign="top">Conversion to AD (K-IADL &#x2265; 0.40)</td>
<td align="center" valign="top">0(0.0%)</td>
<td align="center" valign="top">3(13.6%)</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Stable cognitive status (Responder) was defined as no decline in K-MMSE and no increase in CDR-SB scores over 12&#x202F;months. Conversion to Alzheimer&#x2019;s disease (AD) was defined as achieving a Korean Instrumental Activities of Daily Living (K-IADL) score &#x2265; 0.43 at 12&#x202F;months. Values are number of patients (percentage within group). Statistical significance between groups was assessed using the chi-square test.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec19">
<title>Change in cognitive and biomarker outcomes over 12&#x202F;months</title>
<p><xref ref-type="table" rid="tab3">Table 3</xref> summarizes the changes in cognitive and biomarker outcomes from baseline to 12&#x202F;months. K-MMSE scores increased slightly in the Ginkgo group (28.4 vs. 28.8), reflecting an average gain of 0.4 points (<italic>p</italic>&#x202F;=&#x202F;0.008, within-group). In contrast, the non-Ginkgo group exhibited a mean decline of 0.8 points (<italic>p</italic>&#x202F;=&#x202F;0.008, within-group). The between-group difference in MMSE change was statistically significant (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001). CDR-SB scores remained unchanged in both groups, averaging 0.8 in the Ginkgo group and 0.9 in the non-Ginkgo group at both timepoints. K-IADL total scores improved in the Ginkgo group from 3.4 to 2.5 (&#x0394;&#x202F;&#x2212;&#x202F;0.8, <italic>p</italic>&#x202F;=&#x202F;0.001), while they worsened in the non-Ginkgo group from 3.0 to 3.5 (&#x0394;&#x202F;+&#x202F;0.6&#x202F;&#x00B1;&#x202F;0.9, <italic>p</italic>&#x202F;=&#x202F;0.013). This between-group difference was statistically significant (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001), indicating a meaningful functional benefit of Ginkgo therapy. There were no significant changes in NPI scores in either group over 12&#x202F;months. Plasma MDS-Oa&#x03B2; levels significantly decreased in the Ginkgo group, from 0.88 to 0.80&#x202F;ng/mL, corresponding to a mean reduction of 0.08&#x202F;ng/mL (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, within-group). Conversely, the non-Ginkgo group exhibited a non-significant increase from 0.89 to 0.91&#x202F;ng/mL (&#x0394;&#x202F;+&#x202F;0.02; <italic>p</italic>&#x202F;=&#x202F;0.255). The between-group difference in MDS-Oa&#x03B2; change was statistically significant (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.001) (<xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Comparison of clinical outcome and MDS-Oa&#x03B2; between Ginkgo and non-Ginkgo groups over 12&#x202F;months.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th>Measure</th>
<th align="left" valign="top">Group</th>
<th align="center" valign="top">0&#x202F;month</th>
<th align="center" valign="top">12&#x202F;month</th>
<th align="center" valign="top">delta</th>
<th align="center" valign="top">P1<sup>&#x002A;</sup></th>
<th align="center" valign="top">P2<sup>&#x002A;</sup></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="2">K-MMSE</td>
<td align="left" valign="top">Ginkgo</td>
<td align="center" valign="top">28.4&#x202F;&#x00B1;&#x202F;1.2</td>
<td align="center" valign="top">28.8&#x202F;&#x00B1;&#x202F;0.9</td>
<td align="center" valign="top">0.4&#x202F;&#x00B1;&#x202F;0.9</td>
<td align="center" valign="top">0.008</td>
<td align="center" valign="middle" rowspan="2">0.000</td>
</tr>
<tr>
<td align="left" valign="top">Non-Ginkgo</td>
<td align="center" valign="top">28.5&#x202F;&#x00B1;&#x202F;1.2</td>
<td align="center" valign="top">27.7&#x202F;&#x00B1;&#x202F;0.9</td>
<td align="center" valign="top">&#x2212;0.8&#x202F;&#x00B1;&#x202F;1.2</td>
<td align="center" valign="top">0.008</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">CDR-SB</td>
<td align="left" valign="top">Ginkgo</td>
<td align="center" valign="top">0.8&#x202F;&#x00B1;&#x202F;0.5</td>
<td align="center" valign="top">0.8&#x202F;&#x00B1;&#x202F;0.5</td>
<td align="center" valign="top">0.0&#x202F;&#x00B1;&#x202F;0.1</td>
<td align="center" valign="top">0.323</td>
<td align="center" valign="middle" rowspan="2">NA</td>
</tr>
<tr>
<td align="left" valign="top">Non-Ginkgo</td>
<td align="center" valign="top">0.9&#x202F;&#x00B1;&#x202F;0.5</td>
<td align="center" valign="top">0.9&#x202F;&#x00B1;&#x202F;0.5</td>
<td align="center" valign="top">0.0&#x202F;&#x00B1;&#x202F;0.0</td>
<td align="center" valign="top">NA</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">K-IADL</td>
<td align="left" valign="top">Ginkgo</td>
<td align="center" valign="top">3.4&#x202F;&#x00B1;&#x202F;2.8</td>
<td align="center" valign="top">2.5&#x202F;&#x00B1;&#x202F;2.7</td>
<td align="center" valign="top">&#x2212;0.8&#x202F;&#x00B1;&#x202F;1.3</td>
<td align="center" valign="top">0.001</td>
<td align="center" valign="middle" rowspan="2">0.000</td>
</tr>
<tr>
<td align="left" valign="top">Non-Ginkgo</td>
<td align="center" valign="top">3.0&#x202F;&#x00B1;&#x202F;1.4</td>
<td align="center" valign="top">3.5&#x202F;&#x00B1;&#x202F;1.4</td>
<td align="center" valign="top">0.6&#x202F;&#x00B1;&#x202F;0.9</td>
<td align="center" valign="top">0.013</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">NPI</td>
<td align="left" valign="top">Ginkgo</td>
<td align="center" valign="top">3.7&#x202F;&#x00B1;&#x202F;5.1</td>
<td align="center" valign="top">3.7&#x202F;&#x00B1;&#x202F;5.1</td>
<td align="center" valign="top">0.0&#x202F;&#x00B1;&#x202F;0.1</td>
<td align="center" valign="top">0.329</td>
<td align="center" valign="middle" rowspan="2">0.488</td>
</tr>
<tr>
<td align="left" valign="top">Non-Ginkgo</td>
<td align="center" valign="top">1.2&#x202F;&#x00B1;&#x202F;3.3</td>
<td align="center" valign="top">1.2&#x202F;&#x00B1;&#x202F;3.5</td>
<td align="center" valign="top">0.0&#x202F;&#x00B1;&#x202F;0.0</td>
<td align="center" valign="top">0.457</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">MDS-Oa&#x03B2;<break/>(ng/mL)</td>
<td align="left" valign="top">Ginkgo</td>
<td align="center" valign="top">0.88&#x202F;&#x00B1;&#x202F;0.15</td>
<td align="center" valign="top">0.80&#x202F;&#x00B1;&#x202F;0.11</td>
<td align="center" valign="top">&#x2212;0.09&#x202F;&#x00B1;&#x202F;0.10</td>
<td align="center" valign="top">0.000</td>
<td align="center" valign="middle" rowspan="2">0.000</td>
</tr>
<tr>
<td align="left" valign="top">Non-Ginkgo</td>
<td align="center" valign="top">0.89&#x202F;&#x00B1;&#x202F;0.11</td>
<td align="center" valign="top">0.91&#x202F;&#x00B1;&#x202F;0.15</td>
<td align="center" valign="top">0.02&#x202F;&#x00B1;&#x202F;0.07</td>
<td align="center" valign="top">0.255</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>&#x002A;Within-group comparisons (P1) were conducted using paired <italic>t</italic>-tests, and between-group comparisons (P2) were conducted using independent <italic>t</italic>-tests. P1, Baseline vs Follow-up <italic>p</italic>-value (Within-group); P2, Ginkgo vs. non-Ginkgo <italic>p</italic>-value (Between-group); K-MMSE, Korean Mini-Mental State Examination; CDR, Clinical Dementia Rating Scale; CDR-SB, Clinical Dementia Rating Scale Sum of Box; K-IADL, Korean Instrumental Activities of Daily Living; NPI, Neuropsychiatric Inventory; MDS-Oa&#x03B2;, Multimer Detection System-Oligomerized A&#x03B2; assay, NA, Not applicable due to zero variance. Due to zero variance in the Non-Ginkgo group, statistical comparison was not applicable (NA). Hence, no conclusion can be drawn regarding group differences.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Change of K-MMSE, CDR-SB, K-IADL, K-NPI, and MDS-Oa&#x03B2; in mild cognitive impairment patients with Ginko and Non-Ginko treatment.</p>
</caption>
<graphic xlink:href="fneur-16-1639924-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Five line graphs showing changes over 12 months in K-MMSE, CDR-SB, K-IADL, K-NPI, and MDS-Oa&#x03B2; between Ginkgo and Non-Ginkgo groups. Ginkgo group showed improved or stable scores in K-MMSE and K-IADL, and decreased MDS-Oa&#x03B2; levels. Non-Ginkgo group showed declines or no improvement in these measures. No significant changes were observed in CDR-SB or K-NPI scores in either group.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec20">
<title>Analyzing the influencing variable for responder</title>
<p>In a linear regression model predicting responder status at 12&#x202F;months, treatment group (Ginkgo vs. non-Ginkgo) was the only significant predictor (<italic>B</italic>&#x202F;=&#x202F;0.319, SE&#x202F;=&#x202F;0.111, standardized &#x03B2;&#x202F;=&#x202F;0.524, <italic>t</italic>&#x202F;=&#x202F;2.870, <italic>p</italic>&#x202F;=&#x202F;0.009). No other variables&#x2014;including sex, age, education, baseline MDS-Oa&#x03B2;, CDR-SB, K-MMSE, K-IADL NPI, ApoE4 allele&#x2014;were significantly associated with responder status (all <italic>p</italic>&#x202F;&#x003E;&#x202F;0.10) (<xref ref-type="table" rid="tab4">Table 4</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Linear regression analysis predicting responder status at 12&#x202F;months.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Predictor</th>
<th align="center" valign="top">B</th>
<th align="center" valign="top">SE</th>
<th align="center" valign="top">Beta</th>
<th align="center" valign="top"><italic>t</italic></th>
<th align="center" valign="top"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Constant</td>
<td align="center" valign="top">&#x2212;1.466</td>
<td align="center" valign="top">1.587</td>
<td align="center" valign="top">&#x2013;</td>
<td align="center" valign="top">&#x2212;0.924</td>
<td align="center" valign="top">0.366</td>
</tr>
<tr>
<td align="left" valign="top">Sex (male, female)</td>
<td align="center" valign="top">0.006</td>
<td align="center" valign="top">0.117</td>
<td align="center" valign="top">0.011</td>
<td align="center" valign="top">0.056</td>
<td align="center" valign="top">0.956</td>
</tr>
<tr>
<td align="left" valign="top">Age (years)</td>
<td align="center" valign="top">&#x2212;0.007</td>
<td align="center" valign="top">0.007</td>
<td align="center" valign="top">&#x2212;0.228</td>
<td align="center" valign="top">&#x2212;1.002</td>
<td align="center" valign="top">0.327</td>
</tr>
<tr>
<td align="left" valign="top">Education (years)</td>
<td align="center" valign="top">0.002</td>
<td align="center" valign="top">0.014</td>
<td align="center" valign="top">0.029</td>
<td align="center" valign="top">0.138</td>
<td align="center" valign="top">0.892</td>
</tr>
<tr>
<td align="left" valign="top">MDS-Oa&#x03B2;</td>
<td align="center" valign="top">0.379</td>
<td align="center" valign="top">0.445</td>
<td align="center" valign="top">0.168</td>
<td align="center" valign="top">0.852</td>
<td align="center" valign="top">0.403</td>
</tr>
<tr>
<td align="left" valign="top">CDR-SB</td>
<td align="center" valign="top">&#x2212;0.065</td>
<td align="center" valign="top">0.111</td>
<td align="center" valign="top">&#x2212;0.134</td>
<td align="center" valign="top">&#x2212;0.588</td>
<td align="center" valign="top">0.562</td>
</tr>
<tr>
<td align="left" valign="top">Baseline MMSE</td>
<td align="center" valign="top">0.083</td>
<td align="center" valign="top">0.057</td>
<td align="center" valign="top">0.305</td>
<td align="center" valign="top">1.443</td>
<td align="center" valign="top">0.163</td>
</tr>
<tr>
<td align="left" valign="top">NPI</td>
<td align="center" valign="top">0.021</td>
<td align="center" valign="top">0.013</td>
<td align="center" valign="top">0.342</td>
<td align="center" valign="top">1.709</td>
<td align="center" valign="top">0.102</td>
</tr>
<tr>
<td align="left" valign="top">Number of ApoE4</td>
<td align="center" valign="top">&#x2212;0.030</td>
<td align="center" valign="top">0.097</td>
<td align="center" valign="top">&#x2212;0.079</td>
<td align="center" valign="top">&#x2212;0.306</td>
<td align="center" valign="top">0.762</td>
</tr>
<tr>
<td align="left" valign="top">K-IADL</td>
<td align="center" valign="top">&#x2212;0.006</td>
<td align="center" valign="top">0.021</td>
<td align="center" valign="top">&#x2212;0.056</td>
<td align="center" valign="top">&#x2212;0.284</td>
<td align="center" valign="top">0.779</td>
</tr>
<tr>
<td align="left" valign="top">Group (Ginkgo vs. non-Ginkgo)</td>
<td align="center" valign="top">0.319</td>
<td align="center" valign="top">0.111</td>
<td align="center" valign="top">0.524</td>
<td align="center" valign="top">2.870</td>
<td align="center" valign="top">0.009</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Linear regression was conducted to identify predictors of responder status, defined as the absence of decline in K-MMSE and no increase in CDR-SB over a 12-month period. Independent variables included demographic, clinical, and biomarker-related factors. A significant association was found between Ginkgo group membership and responder status (<italic>p</italic> =&#x202F;0.009). K-MMSE, Korean Mini-Mental State Examination; CDR, Clinical Dementia Rating Scale; CDR-SB, Clinical Dementia Rating Scale Sum of Box; K-IADL, Korean Instrumental Activities of Daily Living; NPI, Neuropsychiatric Inventory; MDS-Oa&#x03B2;, Multimer Detection System-Oligomerized A&#x03B2; assay.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec21">
<title>Adverse events</title>
<p>Adverse events were generally mild and transient in both groups. In the Ginkgo group, the most commonly reported events were diarrhea (7.1%), headache (4.8%), nausea (4.8%), and dizziness (4.8%). The non-Ginkgo group experienced similar side effects, including nausea (9.0%), diarrhea (9.0%), and headache (4.5%). One case of skin rash occurred in the Ginkgo group. Importantly, no patient in either group discontinued treatment due to adverse events, suggesting favorable tolerability (<xref ref-type="table" rid="tab5">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Adverse events in follow up study group.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Adverse event</th>
<th align="center" valign="top">Ginkgo (<italic>n</italic>&#x202F;=&#x202F;42)</th>
<th align="center" valign="top">Non-Ginkgo (<italic>n</italic>&#x202F;=&#x202F;22)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Diarrhea</td>
<td align="center" valign="top">3(7.1%)</td>
<td align="center" valign="top">2(9.0%)</td>
</tr>
<tr>
<td align="left" valign="top">Headache</td>
<td align="center" valign="top">2(4.8%)</td>
<td align="center" valign="top">1(4.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Nausea</td>
<td align="center" valign="top">2(4.8%)</td>
<td align="center" valign="top">2(9.0%)</td>
</tr>
<tr>
<td align="left" valign="top">Vomiting</td>
<td align="center" valign="top">1(2.4%)</td>
<td align="center" valign="top">1(4.5%)</td>
</tr>
<tr>
<td align="left" valign="top">Dizziness</td>
<td align="center" valign="top">2(4.8%)</td>
<td align="center" valign="top">0(0.0%)</td>
</tr>
<tr>
<td align="left" valign="top">Skin lesion</td>
<td align="center" valign="top">1(2.4%)</td>
<td align="center" valign="top">0(0.0%)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>In the Ginkgo group, 3 patients (7.1%) had multiple adverse events, and in the Non-Ginkgo group, 1 patients (4.5%) had multiple adverse events.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="sec22">
<title>Discussion</title>
<p>This retrospective cohort study aimed to evaluate the efficacy of <italic>Ginkgo biloba</italic> monotherapy in patients with amyloid PET&#x2013;positive MCI, using both clinical and biomarker endpoints. Our findings suggest that Ginkgo, when used alone without concomitant prescription anti-dementia medications, may offer measurable benefits in terms of cognitive stability, functional maintenance, and reduction in plasma MDS-Oa&#x03B2; levels over a 12-month follow-up period. In multivariate linear regression with responder status as the dependent variable, only Ginkgo group was significantly associated with being a responder, no other covariates reached statistical significance (<xref ref-type="table" rid="tab4">Table 4</xref>). Our results are consistent with findings from recent studies that explored the use of EGb 761 in MCI and early dementia. For example, Tian et al. demonstrated a reduced incidence of dementia over 52&#x202F;weeks in amnestic MCI patients treated with Ginkgo (<xref ref-type="bibr" rid="ref16">16</xref>). Similarly, Garc&#x00ED;a-Alberca et al. found that Ginkgo in combination with acetylcholinesterase inhibitors improved cognitive and neuropsychiatric outcomes (<xref ref-type="bibr" rid="ref28">28</xref>). While most studies have examined Ginkgo as an adjunct therapy, our study uniquely evaluates it in isolation, supported by biomarker evidence.</p>
<p>These results build upon our earlier study, which showed that the addition of Ginkgo to donepezil in amyloid PET&#x2013;positive Alzheimer&#x2019;s disease (AD) patients led to better cognitive outcomes and a larger decrease in MDS-Oa&#x03B2; (<xref ref-type="bibr" rid="ref20">20</xref>). However, in that study, Ginkgo was not administered independently, and all patients received donepezil due to ethical standards. This limited our ability to isolate Ginkgo&#x2019;s effect. In contrast, the current study focused on MCI patients&#x2014;a population where anti-dementia drugs are not reimbursed in Korea&#x2014;allowing us to observe the standalone effects of Ginkgo in a real-world setting.</p>
<p>The cognitive preservation observed in the Ginkgo group is notable, especially considering that approximately 5&#x2013;30% of amyloid PET&#x2013;positive MCI cases convert to AD annually (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref5">5</xref>). While the non-Ginkgo group showed mild decline in K-MMSE and modest functional worsening, the Ginkgo group not only maintained but slightly improved in both cognitive and functional outcome measures. These changes, though modest in magnitude, are clinically relevant given the context of early AD intervention, where even stabilization is a meaningful therapeutic target. The improvement in MDS-Oa<italic>&#x03B2;</italic> levels further supports the potential disease-modifying effect of Ginkgo. This plasma biomarker reflects the dynamic propensity of A&#x03B2; monomers to oligomerize, a process that is believed to play a critical pathogenic role in AD by disrupting synaptic function and triggering neuroinflammation. Traditional biomarkers like CSF A&#x03B2;42 and tau levels are static measures, whereas MDS-Oa&#x03B2; offers insight into ongoing amyloidogenic activity. The observed reduction in MDS-Oa&#x03B2; in the Ginkgo group may indicate a suppression of toxic oligomer formation.</p>
<p>Mechanistically, standardized extracts of <italic>Ginkgo biloba</italic> contain bioactive components including flavonol glycosides (e.g., quercetin, kaempferol, and isorhamnetin) and terpene lactones (ginkgolides and bilobalide), which provide distinct yet complementary protective effects against amyloid-beta (A&#x03B2;) pathology. Flavonol glycosides directly interact with A&#x03B2; peptides, disrupting the formation of &#x03B2;-sheet-rich oligomeric structures and inhibiting fibril nucleation, thus attenuating oligomer-induced synaptic toxicity. Additionally, their antioxidative activity mitigates oxidative stress-induced neuronal damage, a known accelerator of A&#x03B2; aggregation (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>). Ginkgolides, particularly ginkgolide B, have demonstrated potential inhibitory effects on &#x03B2;-secretase (BACE-1), the enzyme critically involved in amyloidogenic cleavage of amyloid precursor protein (APP), thereby reducing A&#x03B2; generation at an early stage. Bilobalide further contributes neuroprotective effects through mitochondrial stabilization and promotion of autophagy-mediated clearance of misfolded proteins (<xref ref-type="bibr" rid="ref29">29</xref>, <xref ref-type="bibr" rid="ref30">30</xref>). Collectively, these pharmacological activities likely synergize to reduce A&#x03B2; oligomer formation and deposition, as reflected by decreased plasma MDS-Oa&#x03B2; levels observed in our study. Importantly, these effects were achieved without the use of donepezil, rivastigmine, or memantine, highlighting the potential of Ginkgo as a monotherapy in the prodromal stage of AD.</p>
<p>The robustness of these findings is supported by two converging observations. First, our earlier add-on trial in amyloid-positive AD dementia showed that <italic>Ginkgo biloba</italic> produced a comparable magnitude of benefit when layered on top of donepezil, and that benefit tracked with a parallel reduction in plasma MDS-Oa&#x03B2; levels (<xref ref-type="bibr" rid="ref20">20</xref>). Second, in the present study, the non-Ginkgo group appeared to follow a clinical and biomarker trajectory similar to the natural course reported in longitudinal cohorts of amyloid-positive MCI: CDR-SB worsened over 12&#x202F;months (<xref ref-type="bibr" rid="ref4">4</xref>, <xref ref-type="bibr" rid="ref31">31</xref>), and MDS-Oa&#x03B2; levels increased in a pattern consistent with previously reported biomarker trajectories in early-stage AD (<xref ref-type="bibr" rid="ref27">27</xref>). The observation that the non-Ginkgo group showed clinical and biomarker trajectories similar to those reported in previous studies suggests that the likelihood of systematic bias or measurement artefact may be low and provides some support for the interpretation of stability observed in the Ginkgo group. Nonetheless, because our design is retrospective and unblinded, these signals should be viewed as hypothesis-generating rather than confirmatory.</p>
<p>The study also holds significance in the context of current therapeutic limitations. Recently approved anti-amyloid agents such as lecanemab and donanemab have shown promise in modifying disease progression. While direct comparisons must be approached with caution due to substantial methodological differences, nonetheless the cognitive and functional outcomes in the Ginkgo group appeared relatively stable, and this observation may be of interest in the context of findings from recent monoclonal antibody trials. For example, in the Clarity AD study of lecanemab, all participants exhibited some degree of cognitive decline over 12&#x202F;months, with a mean increase of approximately 1.2 points in CDR-SB despite treatment (<xref ref-type="bibr" rid="ref32">32</xref>). A similar pattern of worsening was observed in the TRAILBLAZER-ALZ 1 trial of donanemab (<xref ref-type="bibr" rid="ref33">33</xref>). In our study, however, no mean change in CDR-SB was observed and slight improvement in MMSE was noted over a comparable period. Moreover, their high costs, intravenous administration requirements, and limited availability hinder widespread adoption, particularly in countries without full insurance coverage. In contrast, <italic>Ginkgo biloba</italic> is accessible, affordable, and orally administered, making it a pragmatic option for early intervention. Furthermore, the ethical and logistical challenges of conducting large, randomized trials in biomarker-confirmed MCI populations make real-world data increasingly valuable. Our study, based on registry-derived information and supported by biomarker assays, strengthens the internal validity of our findings.</p>
<p>Despite these promising results, several limitations must be acknowledged. First, the retrospective and non-randomized nature of this study inherently limits causal inference. Factors such as health behaviors, comorbidities, caregiver support, and other unmeasured variables might have influenced outcomes. Although we attempted to minimize these effects by comparing clinically similar groups, we did not apply formal statistical adjustments for baseline characteristics, and thus the possibility of residual confounding should be considered when interpreting between-group differences. Second, our sample size, while adequate for exploratory analysis, may not provide sufficient power to detect subtler subgroup effects or rare adverse events. Third, adherence to the assigned treatments was not objectively measured, although follow-up visits confirmed continued use in most cases. Fourth, while MDS-Oa&#x03B2; is a promising biomarker, it should be acknowledged that MDS-Oa&#x03B2; is not yet a globally standardized biomarker. To date, numerous peer-reviewed international studies have been published using MDS-Oa&#x03B2;, demonstrating consistent analytic validity and substantial clinical utility in various contexts. Although its analytical performance can be sensitive to preanalytical factors&#x2014;such as freeze&#x2013;thaw cycles, sample handling, and storage duration&#x2014;continuous efforts have been made to optimize and standardize these procedures. While there are currently no globally accepted regulatory standards or universal clinical thresholds for MDS-Oa&#x03B2;, the method has already been approved by regulatory authorities in some countries (e.g., the Ministry of Food and Drug Safety, MFDS in Korea) and is actively utilized in clinical research. Thus, given its growing evidence base, MDS-Oa&#x03B2; is emerging as a promising biomarker for Alzheimer&#x2019;s disease, warranting further prospective validation studies. Lastly, we did not assess other potential biomarkers such as plasma p-tau or neurofilament light chain (NfL), which could provide additional insights into disease progression. Nonetheless, the findings of this study carry practical implications. In healthcare systems where early AD treatments are not accessible or reimbursed, <italic>Ginkgo biloba</italic> may represent a viable first-line option for biomarker-confirmed MCI. Its tolerability profile and multi-mechanistic action make it especially suitable for early intervention strategies. For clinicians, the availability of real-world biomarker data may also encourage more personalized and proactive management of MCI. Future research should aim to validate these findings through prospective randomized controlled trials, ideally incorporating multimodal biomarkers (e.g., tau PET, digital cognitive tests, and CSF markers). Additionally, studies comparing Ginkgo to emerging AD treatments in head-to-head designs could clarify its position in the evolving therapeutic landscape.</p>
</sec>
<sec sec-type="conclusions" id="sec23">
<title>Conclusion</title>
<p>This study provides preliminary but compelling evidence that <italic>Ginkgo biloba</italic> monotherapy may offer clinical and biological benefits in amyloid PET&#x2013;positive MCI. By stabilizing cognitive performance and reducing amyloid oligomerization in plasma, Ginkgo may represent a cost-effective and accessible option for early-stage intervention in the Alzheimer&#x2019;s continuum.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec24">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="sec25">
<title>Ethics statement</title>
<p>The study involving humans was approved by the Institutional Review Board of Soonchunhyang University Cheonan Hospital (IRB No. 2023-10-025) and conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants due to the retrospective nature of this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec26">
<title>Author contributions</title>
<p>YY: Data curation, Investigation, Writing &#x2013; review &#x0026; editing, Project administration, Writing &#x2013; original draft. M-SK: Conceptualization, Investigation, Writing &#x2013; review &#x0026; editing. YK: Writing &#x2013; review &#x0026; editing, Formal analysis, Writing &#x2013; original draft, Methodology, Data curation, Supervision, Conceptualization.</p>
</sec>
<sec sec-type="funding-information" id="sec27">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This research did not receive specific funding for its design or conduct. However, the publication fee was partially supported by a grant from the Korea Health Technology R&#x0026;D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health &#x0026; Welfare, Republic of Korea (grant number: HI22C0667).</p>
</sec>
<ack>
<p>We would like to acknowledge the Soonchunhyang University Dementia Registry for providing the data used in this study. We also thank the staff of the Dementia Clinic at Soonchunhyang University Cheonan Hospital for their assistance in maintaining and managing the registry.</p>
</ack>
<sec sec-type="COI-statement" id="sec28">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="sec29">
<title>Generative AI statement</title>
<p>The authors declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec30">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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