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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2026.1735220</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Oxytocin reduces anger bias, harm-intention recognition, and self-focus in behavioral variant frontotemporal dementia: a randomized double-blind placebo-controlled crossover trial</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Colonnello</surname> <given-names>Valentina</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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<contrib contrib-type="author"><name><surname>Capellari</surname> <given-names>Sabina</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author"><name><surname>Guarino</surname> <given-names>Maria</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Parchi</surname> <given-names>Piero</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author"><name><surname>Sambati</surname> <given-names>Luisa</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>De Matteis</surname> <given-names>Maddalena</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Stanzani-Maserati</surname> <given-names>Michelangelo</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author"><name><surname>Russo</surname> <given-names>Paolo Maria</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author"><name><surname>Mattarozzi</surname> <given-names>Katia</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<aff id="aff1"><label>1</label><institution>Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna</institution>, <city>Bologna</city>, <country country="it">Italy</country></aff>
<aff id="aff2"><label>2</label><institution>IRCCS Istituto delle Scienze Neurologiche di Bologna</institution>, <city>Bologna</city>, <country country="it">Italy</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Biomedical and Neuromotor Sciences, University of Bologna</institution>, <city>Bologna</city>, <country country="it">Italy</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Psychology, &#x201C;Sapienza&#x201D; University of Rome</institution>, <city>Rome</city>, <country country="it">Italy</country></aff>
<author-notes>
<corresp id="c001"><label>&#x002A;</label>Correspondence: Valentina Colonnello, <email xlink:href="mailto:valentina.colonnello@unibo.it">valentina.colonnello@unibo.it</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-22">
<day>22</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>18</volume>
<elocation-id>1735220</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2026 Colonnello, Capellari, Guarino, Parchi, Sambati, De Matteis, Stanzani-Maserati, Russo and Mattarozzi.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Colonnello, Capellari, Guarino, Parchi, Sambati, De Matteis, Stanzani-Maserati, Russo and Mattarozzi</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-22">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 explore the effects of oxytocin administration on social cognition and social engagement in patients with behavioral variant frontotemporal dementia.</p>
</sec>
<sec>
<title>Methods</title>
<p>In a within-subject, double-blind, placebo-controlled, randomized crossover trial, patients with behavioral variant frontotemporal dementia completed the primary outcome measures, facial emotion and intention recognition tasks. Secondary outcomes included evaluation of drug safety and tolerability and changes in social engagement, assessed through caregiver ratings of social behavior. Exploratory outcomes included anger-bias in emotion misclassification and a LIWC-based analysis of speech during a semi-structured interview.</p>
</sec>
<sec>
<title>Results</title>
<p>Oxytocin was safe, well-tolerated, and improved social engagement in naturalistic contexts: caregivers reported positive changes, including increases in awareness, spontaneous initiative, socio-affective engagement, and reductions in appetite/impulsivity. Exploratory analyses suggested that oxytocin reduced the tendency to misclassify fearful and sad expressions as angry and reduced the use of first-person pronouns during spontaneous speech. However, the study detected no improvements in the emotion recognition and observed decreased accuracy in recognizing harmful intentions.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Exploratory findings suggest that oxytocin reduces threat-bias, promotes social engagement, and decreases self-focused language, while no improvements were detected on experimental measures of social cognition. The results highlight the safety and potential of innovative oxytocin-based pharmacological interventions and the value of incorporating naturalistic assessments, such as ecological social interactions and language analysis, to optimize the detection of therapeutic effects in neurodegenerative diseases. Oxytocin may hold promise for enhancing social engagement in behavioral variant frontotemporal dementia, although its effects on language use and higher-order cognitive processes require further investigation.</p>
</sec>
</abstract>
<kwd-group>
<kwd>cognition</kwd>
<kwd>dementia</kwd>
<kwd>emotion</kwd>
<kwd>neuropeptide</kwd>
<kwd>social behavior</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. The study was funded by the Italian Medicines Agency (AIFA-2016-02364982) to PP.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="43"/>
<page-count count="10"/>
<word-count count="7683"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Alzheimer's Disease and Related Dementias</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<label>1</label>
<title>Introduction</title>
<p>Alterations in social cognition and interpersonal behavior are among the hallmarks of behavioral variant frontotemporal dementia (bvFTD), with symptom onset often occurring before the age of 60 (<xref ref-type="bibr" rid="ref37">Piguet et al., 2011</xref>; <xref ref-type="bibr" rid="ref4">Borroni et al., 2010</xref>). Individuals with bvFTD exhibit increasing difficulties interpreting social cues, engaging in empathic behavior, and maintaining appropriate social conduct (<xref ref-type="bibr" rid="ref30">Lindberg et al., 2024</xref>; <xref ref-type="bibr" rid="ref14">de Souza et al., 2022</xref>; <xref ref-type="bibr" rid="ref40">Shany-Ur et al., 2012</xref>). They also show impairments in intention and emotion attribution (<xref ref-type="bibr" rid="ref14">de Souza et al., 2022</xref>; <xref ref-type="bibr" rid="ref8">Cerami et al., 2014</xref>), deficits in metacognition (<xref ref-type="bibr" rid="ref23">Garcia-Cordero et al., 2021</xref>) high self-focused language use (<xref ref-type="bibr" rid="ref13">Connelly et al., 2020</xref>), and difficulties in recognizing negative facial expressions (<xref ref-type="bibr" rid="ref3">Bora et al., 2016</xref>; <xref ref-type="bibr" rid="ref19">Fernandez-Duque and Black, 2005</xref>).</p>
<p>To date, no effective treatments targeting these social cognitive deficits have been identified. However, clinical trials have begun investigating oxytocin administration as potential treatment for behavioral symptoms in bvFTD (<xref ref-type="bibr" rid="ref27">Jesso et al., 2011</xref>; <xref ref-type="bibr" rid="ref21">Finger et al., 2015</xref>, <xref ref-type="bibr" rid="ref20">2018</xref>; <xref ref-type="bibr" rid="ref35">Oliver et al., 2020</xref>). Such trials are grounded on affective neuroscience and psychobiological findings demonstrating that intranasal oxytocin increases concentrations in cerebrospinal fluid (<xref ref-type="bibr" rid="ref42">Striepens et al., 2013</xref>) and modulates social behavior and cognition in healthy individuals (<xref ref-type="bibr" rid="ref16">Domes et al., 2007</xref>; <xref ref-type="bibr" rid="ref28">Kanat et al., 2015</xref>; <xref ref-type="bibr" rid="ref34">Meyer-Lindenberg et al., 2011</xref>; <xref ref-type="bibr" rid="ref29">Kosfeld et al., 2005</xref>). For example, in healthy individuals, a single dose of oxytocin increases covert attention to and the perceived duration of briefly presented happy facial expressions (<xref ref-type="bibr" rid="ref33">Marsh et al., 2010</xref>; <xref ref-type="bibr" rid="ref17">Domes et al., 2013</xref>; <xref ref-type="bibr" rid="ref11">Colonnello et al., 2016</xref>). In addition, relevant to bvFTD, oxytocin appears to support flexible shifting between self- and other-related processing, as found in self-other recognition tasks in healthy individuals (<xref ref-type="bibr" rid="ref10">Colonnello et al., 2013</xref>, <xref ref-type="bibr" rid="ref11">2016</xref>; <xref ref-type="bibr" rid="ref1">Abu-Akel et al., 2015</xref>; <xref ref-type="bibr" rid="ref43">Wang et al., 2023</xref>). Oxytocin has been suggested to increase the salience of social cues (<xref ref-type="bibr" rid="ref39">Shamay-Tsoory and Abu-Akel, 2016</xref>) promote feelings of emotional confidence (<xref ref-type="bibr" rid="ref36">Panksepp, 2009</xref>), and exert stress-reducing and anxiolytic effects (<xref ref-type="bibr" rid="ref28">Kanat et al., 2015</xref>; <xref ref-type="bibr" rid="ref34">Meyer-Lindenberg et al., 2011</xref>; <xref ref-type="bibr" rid="ref26">Heinrichs and Domes, 2008</xref>). However, whether oxytocin also enhances complex social-cognitive functions remains unclear. For instance, while some studies report an increase in emotion recognition (<xref ref-type="bibr" rid="ref16">Domes et al., 2007</xref>; <xref ref-type="bibr" rid="ref31">Lischke et al., 2012</xref>), other studies have found no such effects (<xref ref-type="bibr" rid="ref41">Straccia et al., 2023</xref>) or have seen them only in individuals with greater social difficulties (<xref ref-type="bibr" rid="ref18">Feeser et al., 2015</xref>).</p>
<p>The potential for oxytocin to ameliorate social deficits in people with bvFTD also remains unclear. Previous trials have found that intranasal oxytocin is safe and well tolerated in people with bvFTD, with administered doses ranging from 24 to 72&#x202F;IU twice daily (<xref ref-type="bibr" rid="ref21">Finger et al., 2015</xref>). Consistent with the reported role of oxytocin in readiness for social engagement (<xref ref-type="bibr" rid="ref26">Heinrichs and Domes, 2008</xref>), a single dose has been associated with improved caregiver-rated social interactions and reduced patients&#x2019; apathy (<xref ref-type="bibr" rid="ref21">Finger et al., 2015</xref>). However, evidence regarding oxytocin&#x2019;s effects on experimental social cognition tasks in people with bvFTD is mixed. For example, <xref ref-type="bibr" rid="ref27">Jesso et al. (2011)</xref> reported reduced recognition of static angry faces following oxytocin administration, and <xref ref-type="bibr" rid="ref35">Oliver et al. (2020)</xref> found improved performances on the Postural Knowledge Task, which assesses gesture recognition.</p>
<p>Building on this work, this study examined whether intranasal oxytocin administration, a well-established safe dose commonly used in research studies, affects behavioral symptoms in bvFTD. The primary outcome was social cognition, operationalized as the ability to recognize specific emotional expressions and intentions. Secondary outcomes assessed drug safety and tolerability and social engagement based on caregiver ratings. Exploratory outcomes included patterns of emotion-recognition errors (e.g., anger-bias) and psycholinguistic markers of spontaneous social language use speech during a semi-structured social interaction task with the experimenter, motivated by evidence of self-focused language in bvFTD (<xref ref-type="bibr" rid="ref13">Connelly et al., 2020</xref>) and caregiver-reported improvements in patients&#x2019; social behavior following oxytocin (<xref ref-type="bibr" rid="ref21">Finger et al., 2015</xref>).</p>
<p>To disentangle the effects of oxytocin on complex social cognition, we used dynamic emotion (<xref ref-type="bibr" rid="ref12">Colonnello et al., 2019</xref>) and intention (<xref ref-type="bibr" rid="ref2">Baez et al., 2014</xref>) recognition tasks to enhance ecological validity. Given <xref ref-type="bibr" rid="ref24">Gressie et al.&#x2019;s (2024)</xref> findings of default error response bias in emotion recognition in bvFTD, and evidence that oxytocin reduces neural reactivity to threat cues in healthy individuals (<xref ref-type="bibr" rid="ref28">Kanat et al., 2015</xref>) and reduces recognition of angry expressions in patients with bvFTD (<xref ref-type="bibr" rid="ref33">Marsh et al., 2010</xref>; <xref ref-type="bibr" rid="ref17">Domes et al., 2013</xref>; <xref ref-type="bibr" rid="ref11">Colonnello et al., 2016</xref>; <xref ref-type="bibr" rid="ref15">Di Simplicio et al., 2009</xref>), we also explored whether oxytocin affects error patterns during emotion categorization.</p>
<p>We hypothesized that intranasal oxytocin would influence social cognition in tasks involving emotion and intention recognition, and social behavior, leading to a reduction in self-focused language and an increase in the use of social words, as well as improvements in caregiver-reported measures.</p>
</sec>
<sec sec-type="methods" id="sec2">
<label>2</label>
<title>Methods</title>
<sec id="sec3">
<label>2.1</label>
<title>Participants</title>
<p>Participants were recruited between 2019 and 2022 through the Centro Disturbi Cognitivi e Demenze at the IRCCS Istituto delle Scienze Neurologiche Hospital Bellaria and Sant&#x2019;Orsola Hospital, Bologna, Italy. The study was approved by the local ethical review board initially as of 20 June 2018 and was registered with the European Union Drug Regulating Authorities Clinical Trials (EudraCT: N. 2018-000143-12).</p>
<p>Patients were eligible to participate if they had a diagnosis of possible or probable bvFTD based on clinical assessment and standard neuropsychological, functional, and neurobehavioral tests (<xref ref-type="bibr" rid="ref38">Rascovsky et al., 2011</xref>), scored 20 or higher on the Mini-Mental State Examination (MMSE) (<xref ref-type="bibr" rid="ref22">Folstein et al., 1975</xref>), and had a caregiver available to remain with them in the hours following drug administration. A detailed description of inclusion and exclusion criteria is provided in the <xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
<p>Twenty-three patients with a clinical diagnosis of possible or probable bvFTD and their caregivers were initially recruited. As shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>, two participants dropped out and another was excluded because they did not fully meet all the inclusion criteria, resulting in a final sample of 20 participants (9 women, 11 men, mean age&#x202F;=&#x202F;67&#x202F;years, SD&#x202F;=&#x202F;7.13).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>CONSORT flow diagram.</p>
</caption>
<graphic xlink:href="fnagi-18-1735220-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Flowchart illustrating a study process: 32 participants assessed for eligibility. Fourteen were excluded (not meeting criteria or declined participation). Twenty-three were randomized. During allocation, Group A received oxytocin (11 allocated, 10 received), and Group B received a placebo (12 allocated, all received). After a 1-week washout, roles were crossed over, with adjustments based on consent and eligibility, completing analysis with 20 participants.</alt-text>
</graphic>
</fig>
<p>With respect to the sample size, for the first primary outcome (change in recognizing specific emotions), a repeated-measures ANOVA with two treatments and four emotions, assuming an alpha level of 0.05, a power of 0.80, and an inter-measure correlation of <italic>r</italic>&#x202F;=&#x202F;0.62 based on our previous independent study, indicated that 24 participants would be required to detect medium effects. Our final sample comprised 20 participants, which is underpowered for medium-sized effects but adequate to detect medium-to-large effects, and is acceptable given the challenges of recruiting patients with bvFTD who meet the inclusion and exclusion criteria.</p>
<p>A detailed summary of participants&#x2019; demographic and clinical characteristics is presented in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>.</p>
<p>All participants and their caregivers provided written informed consent prior to participation.</p>
</sec>
<sec id="sec4">
<label>2.2</label>
<title>Procedure</title>
<p>This study employed a within-subject, double-blind, placebo-controlled, randomized crossover design (<xref ref-type="fig" rid="fig1">Figure 1</xref>). To minimize fatigue associated with completing multiple tasks in a single session, testing was distributed across two consecutive days for each treatment condition. Participants received the same treatment (intranasal oxytocin or placebo) on two consecutive days at the IRCCS Hospital Bellaria, Bologna, Italy. After a 1-week washout period, they received the alternate treatment for another two consecutive days.</p>
<p>Intranasal administrations of oxytocin (Syntocinon spray) or placebo (identical in composition and packaging but without the active peptide) were carried out by a trained nurse. Each dose consisted of 24&#x202F;IU, delivered via six puffs (three per nostril). Both the oxytocin and placebo sprays were prepared and blinded by the Pharmacy of Heidelberg University Hospital (Heidelberg, Germany) to ensure double-blind conditions.</p>
<p>Participants were required to refrain from eating, physical activity, caffeine, and tobacco for 2&#x202F;h before testing. Following each administration, participants remained in a quiet, isolated room for approximately 30&#x202F;min before beginning the experimental tasks, in line with the temporal profile of oxytocin&#x2019;s behavioral effects (<xref ref-type="bibr" rid="ref25">Heinrichs et al., 2003</xref>). During this waiting period, participants had no access to cell phones or reading materials. An experimenter monitored participants from an adjacent room to observe any side effects.</p>
<p>On each testing day, participants completed one of two computer-based social cognition tasks: the emotion recognition task or the intention understanding task. The order of task presentation was counterbalanced across participants and treatment phases to control for order effects. Each task was followed by a 5-min semi-structured interview with the experimenter, which was used for subsequent linguistic analysis. All testing sessions were conducted between 11:00 and 14:00.</p>
</sec>
<sec id="sec5">
<label>2.3</label>
<title>Measures</title>
<sec id="sec6">
<label>2.3.1</label>
<title>Control measures</title>
<p>To assess patients&#x2019; and caregivers&#x2019; expectancy effects, guesses about treatment allocation were collected immediately after the first administration in the first treatment week. Caregivers&#x2019; and patients&#x2019; guesses were recorded independently, without the other being present.</p>
</sec>
<sec id="sec7">
<label>2.3.2</label>
<title>Emotion recognition</title>
<p>Patients completed an emotion recognition task, previously used (<xref ref-type="bibr" rid="ref12">Colonnello et al., 2019</xref>), based on dynamic video clips (10&#x202F;s each, 25 frames/s) depicting neutral facial expressions gradually morphing into full-intensity basic emotions&#x2014;happiness, anger, fear, or sadness. The stimuli were created using frontal, color images of Caucasian actors from the Karolinska Directed Faces Database (<xref ref-type="bibr" rid="ref32">Lundqvist and Litton, 1998</xref>), with non-facial elements such as ears, hair, and background removed. Each image was digitally morphed from a neutral to a fully expressive emotional face (0 to 100% intensity) using FantaMorph&#x00A9; software (Abrosoft, <ext-link xlink:href="http://www.fantamorph.com" ext-link-type="uri">http://www.fantamorph.com</ext-link>). The task included four practice trials and 48 test trials (12/emotion), with a pseudorandomized order to balance the presentation of emotions. Each trial began with a fixation cross lasting 400&#x2013;600&#x202F;ms.</p>
<p>Patients were instructed to stop the video as soon as they recognized the displayed emotion and then specify what emotion they recognized. The expression was shown at the center of the screen, and labels for the four emotions were displayed below the facial expression.</p>
<p>For the primary outcome of the study, the dependent measure was emotion-recognition accuracy (percentage of correct classifications for each emotion). As an exploratory analysis, we also examined anger-error bias, operationalized as the number of times same-valence negative emotions (fear and sadness) were mislabeled as an angry expression.</p>
</sec>
<sec id="sec8">
<label>2.3.3</label>
<title>Intention recognition</title>
<p>This task was adapted from the original empathy-for-pain paradigm previously used with patients with bvFTD (<xref ref-type="bibr" rid="ref2">Baez et al., 2014</xref>). Participants viewed 20 video clips (each lasting 3&#x202F;s, 25 frames/s) depicting harm scenarios, 10 intentional and 10 accidental. Examples of intentional harm included situations such as deliberately physically attacking someone, whereas accidental harm included scenarios such as bumping into someone while passing by. The video clips were specifically constructed to show only the actors&#x2019; body movements, with faces excluded from the frame. Two similar versions were constructed to limit possible carryover effects on the second treatment phase. The order presentation of the two versions was counterbalanced across participants.</p>
<p>In the original version of the task, three neutral scenarios were included. In this study, these neutral scenarios were used solely as practice trials, while the experimental focus was directed toward intentional and accidental harm scenarios.</p>
<p>For the primary outcome, the accuracy of intention recognition (intentional vs. accidental) was measured by the number of correct identifications of the scenario&#x2019;s intention, using a dichotomous Yes/No response for each of the 20 scenarios.</p>
<p>As in the original version of the task, additional questions assessing the cognitive and affective components of empathy and moral judgment were included, asking participants to rate (a) the degree of the perpetrator&#x2019;s harmful intent (e.g., &#x201C;How bad was the intention?&#x201D;), (b) empathic concern (e.g., &#x201C;How sad do you feel for the person who was hurt?&#x201D;), (c) personal distress (e.g., &#x201C;How upset do you feel about what happened in this situation?&#x201D;), (d) moral judgment (e.g., &#x201C;How inappropriate was the action?&#x201D;), and (e) the severity of deserved punishment (e.g., &#x201C;How much penalty does this action deserve?&#x201D;). All these questions were rated on a 0&#x2013;100 visual scale.</p>
</sec>
<sec id="sec9">
<label>2.3.4</label>
<title>Drug safety and tolerability</title>
<p>Caregivers were asked to report any observed side effects occurring within 24&#x202F;h after treatment administration. Caregiver reports of adverse events and side effects were collected again 1 week after the end of the second treatment week. Patients were asked about potential side effects both during the testing day and through follow-up the next day.</p>
</sec>
<sec id="sec10">
<label>2.3.5</label>
<title>Social engagement based on caregivers&#x2019; observations following drug administration</title>
<p>To investigate the effects of oxytocin on social behavior, caregivers were asked an open-ended question about any changes they observed in the participants&#x2019; behavior on the day of treatment and the following day (e.g., &#x201C;Did you notice any changes or anything different compared to the usual in Mr./Ms. ____'s behavior. Any observation is relevant to us.&#x201D;). Both the number and types of changes were recorded.</p>
</sec>
<sec id="sec11">
<label>2.3.6</label>
<title>Social engagement based on patients&#x2019; natural language use</title>
<p>Patients&#x2019; psycholinguistic patterns were measured during a 5&#x202F;min, face-to-face, semi-structured social interaction with the experimenter. The use of a semi-structured interaction facilitated the capture of a diverse range of spontaneously generated linguistic features while allowing participants to feel comfortable and speak naturally.</p>
<p>This interaction took place on each testing day, resulting in two transcripts per treatment week.</p>
<p>A structured set of prompts guided the conversation and addressed participants&#x2019; current feelings, potential side effects of the treatment, activities performed during the waiting period, thoughts during that time, personal background and preferences, and plans or desires for the rest of the day (see the <xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref> for the prompt template). Participants were informed that the purpose of this interaction was to monitor possible side effects and to learn more about them.</p>
<p>Analysis of this social interaction sample looked at verbatim transcripts of participants&#x2019; responses regarding the activities they performed during the waiting period, their thoughts during that time, their personal background and preferences, and their plans or desires for the rest of the day.</p>
<p>The dependent variables were derived from categories automatically identified by the Linguistic Inquiry and Word Count (LIWC) software (<xref ref-type="bibr" rid="ref5">Boyd et al., 2022</xref>), which analyzes each text by comparing its words to those in its internal dictionary, counting all words, and calculating the percentage that falls into each LIWC predefined subcategory. The categories included the proportion of I-words (use of first-person singular pronouns; an index of self-focused language), Social words (e.g., others and social relationships), Positive and Negative tone (words reflecting emotional valence), Authenticity (i.e., honest expression), Analytic thinking (reflecting logical thinking), and Cognitive processes (words related to thinking, reasoning, and understanding) (<xref ref-type="bibr" rid="ref5">Boyd et al., 2022</xref>).</p>
</sec>
</sec>
<sec id="sec12">
<label>2.4</label>
<title>Data analysis</title>
<p>The effectiveness of the blinding procedure was assessed by examining whether caregivers&#x2019; and patients&#x2019; guesses during the first treatment week were distributed randomly across treatment conditions, using chi-squared tests. Because three caregivers reported having no idea which treatment the patients had received, the analysis was conducted on the remaining caregivers&#x2019; responses. With respect to the computer-based tasks, preliminary analyses were conducted to assess potential order effects related to the presentation of drug conditions (oxytocin vs. placebo) and task sequence (emotion recognition vs. intention understanding). Separate repeated-measures ANOVA (analyses of variance) tests were performed with Order as a within-subject factor for each measure.</p>
<p>For the primary outcome, accuracy on the Emotion Recognition Task, a 2&#x202F;&#x00D7;&#x202F;4 repeated-measures ANOVA was conducted with Treatment (oxytocin, placebo) and Emotion (happiness, sadness, anger, fear) treated as within-subject factors. The dependent variable was the percentage of correctly recognized facial expressions for each emotion. For the additional primary outcome, intention recognition accuracy, the number of correctly identified accidental and intentional harm scenarios was computed. For the remaining questions on empathic and moral evaluations, mean ratings were computed across each type of scenario (accidental and intentional) separately for each treatment. Separate 2&#x202F;&#x00D7;&#x202F;2 repeated-measures ANOVAs were conducted for each dependent variable, with Treatment (oxytocin, placebo) and Scenario Type (intentional, accidental) as within-subject factors.</p>
<p>For secondary outcomes, drug safety and tolerability were assessed descriptively based on caregiver and patient reports of side effects following each administration. Caregiver reports on social behavior were analyzed using an inductive, data-driven thematic analysis approach (<xref ref-type="bibr" rid="ref7">Braun and Clarke, 2006</xref>). First, two researchers (VC and MDM) independently read and re-read the interview transcripts to identify initial patterns of meaning. After coding each sentence or meaningful segment, the codes were then considered into broader categories to identify shared features across the data. The candidate themes were generated by grouping related categories, and these were reviewed and refined to ensure internal consistency and clear boundaries between themes. Inter-rater reliability for the qualitative coding of transcripts was high, with Cohen&#x2019;s <italic>&#x03BA;</italic>&#x202F;=&#x202F;0.90 (over 90% agreement). Discrepancies between coders were discussed until consensus was reached.</p>
<p>With respect to the exploratory outcomes, paired-sample <italic>t</italic>-tests were used to compare the number of times an emotion was misclassified as threatening (angry) under the placebo and oxytocin conditions. Specifically, the percentage of times where sadness and fear (<italic>n</italic>&#x202F;=&#x202F;24) were incorrectly identified as anger was calculated by dividing the number of such errors by the total number of presentations of same-valence non-angry emotions, then multiplying by 100.</p>
<p>For the patients&#x2019; Natural Language Use, data from one patient was excluded from the analysis because of the limited number of words produced (&#x003C;50 during the interactions). Consistent with prior studies of linguistic data (<xref ref-type="bibr" rid="ref5">Boyd et al., 2022</xref>; <xref ref-type="bibr" rid="ref9">Chung and Pennebaker, 2008</xref>), several categories exhibited significant skewness. Thus, LIWC percentage scores were transformed to better meet the normality assumptions of ANOVA. For each category, a 2&#x202F;&#x00D7;&#x202F;2 repeated-measures ANOVA was performed on the transformed data, with Treatment and Day as within-subject factors.</p>
<p>For each ANOVA, Bonferroni-adjusted <italic>post-hoc</italic> tests were used to explore differences indicated by significant interactions, and Greenhouse&#x2013;Geisser corrections were applied where the sphericity assumption was violated. For clarity, descriptive statistics (<italic>M</italic>&#x202F;&#x00B1;&#x202F;<italic>SD</italic>) are reported on the original percentage scale. We did not apply additional global correction across all tasks and measures, given the limited sample size. Because anger-bias and language measures were exploratory, these findings are considered preliminary and interpreted with caution.</p>
<p>All analyses were performed using SPSS version 29.</p>
</sec>
</sec>
<sec sec-type="results" id="sec13">
<label>3</label>
<title>Results</title>
<sec id="sec14">
<label>3.1</label>
<title>Control measures</title>
<p>Regarding the computer-based tasks, no significant main effects or interactions involving the factor Order of drug administration were found for any of the dependent variables (all <italic>p</italic>s &#x003E; 0.05). The full statistical results are presented in the <xref ref-type="supplementary-material" rid="SM1">Supplementary material</xref>.</p>
<p>Caregivers&#x2019; initial guesses about drug allocation did not differ from chance, <italic>&#x03C7;</italic><sup>2</sup>(1, <italic>N</italic>&#x202F;=&#x202F;17)&#x202F;=&#x202F;1.47, <italic>p</italic>&#x202F;=&#x202F;0.23, with 11 of 17 caregivers guessing correctly. Likewise, patients were unable to correctly guess their treatment allocation, <italic>&#x03C7;</italic><sup>2</sup>(1, <italic>N</italic>&#x202F;=&#x202F;20)&#x202F;=&#x202F;0.80, <italic>p</italic>&#x202F;=&#x202F;0.37, with 8 of 20 patients guessing correctly.</p>
</sec>
<sec id="sec15">
<label>3.2</label>
<title>Emotion recognition</title>
<p>The main effect of Treatment was not significant, <italic>F</italic>(1, 19)&#x202F;=&#x202F;0.28, <italic>p</italic>&#x202F;=&#x202F;0.60, <italic>&#x03B7;p</italic><sup>2</sup>&#x202F;=&#x202F;0.01.</p>
<p>A significant main effect of Emotion was found, <italic>F</italic>(3, 57)&#x202F;=&#x202F;33.65, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.001, <italic>&#x03B7;p</italic><sup>2</sup>&#x202F;=&#x202F;0.64. <italic>Post hoc</italic> comparisons indicated that happy facial expressions were recognized more accurately than negative facial expressions (<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01).</p>
<p>With respect to the primary outcome measure, the Greenhouse&#x2013;Geisser-corrected analysis (<italic>&#x03B5;</italic>&#x202F;=&#x202F;0.73) showed that the Treatment &#x00D7; Emotion interaction was not significant, <italic>F</italic>(2.20, 41.77)&#x202F;=&#x202F;0.94, <italic>p</italic>&#x202F;=&#x202F;0.42, <italic>&#x03B7;p</italic><sup>2</sup>&#x202F;=&#x202F;0.04. Supplementary material presents the means, standard deviations, and confidence intervals for all variables (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S2</xref>).</p>
<p>Regarding the error pattern, anger-bias was higher in the placebo (<italic>M</italic>&#x202F;=&#x202F;23.33, <italic>SD</italic>&#x202F;=&#x202F;18.46) than in the oxytocin condition (<italic>M</italic>&#x202F;=&#x202F;14.79, <italic>SD</italic>&#x202F;=&#x202F;9.41), <italic>t</italic>(19)&#x202F;=&#x202F;2.35, <italic>p</italic>&#x202F;=&#x202F;0.030, Cohen&#x2019;s <italic>d</italic>&#x202F;=&#x202F;0.53 (<xref ref-type="fig" rid="fig2">Figure 2a</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Effects of placebo and oxytocin on <bold>(a)</bold> misclassification of emotions as anger (<italic>t</italic>(19)&#x202F;=&#x202F;2.35, <italic>p</italic>&#x202F;=&#x202F;0.030, Cohen&#x2019;s <italic>d</italic>&#x202F;=&#x202F;0.53, <italic>n</italic>&#x202F;=&#x202F;20), <bold>(b)</bold> the main effect of treatment on intention recognition accuracy (<italic>F</italic>(1,19)&#x202F;=&#x202F;4.61, <italic>p</italic>&#x202F;=&#x202F;0.045, <italic>&#x03B7;p</italic><sup>2</sup>&#x202F;=&#x202F;0.20, <italic>n</italic>&#x202F;=&#x202F;20), and <bold>(c)</bold> main effect of treatment on use of I-words (<italic>F</italic>(1,18)&#x202F;=&#x202F;4.63, <italic>p</italic>&#x202F;=&#x202F;0.045, <italic>&#x03B7;p</italic><sup>2</sup>&#x202F;=&#x202F;0.20, <italic>n</italic>&#x202F;=&#x202F;19). Blue dots represent individual participants, and blue lines connect paired observations across conditions. Black dashes indicate the mean for each treatment condition.</p>
</caption>
<graphic xlink:href="fnagi-18-1735220-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Three graphs comparing the effects of placebo and oxytocin treatments. (a) Anger misclassification percentage shows little change between treatments. (b) Intention recognition percentage decreases slightly with oxytocin. (c) I-words percentage also shows a minor decrease with oxytocin. Each graph uses dots connected by lines to represent individual data points.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec16">
<label>3.3</label>
<title>Intention recognition</title>
<p>As shown in <xref ref-type="fig" rid="fig2">Figure 2b</xref>, a significant Treatment effect was found, <italic>F</italic>(1, 19)&#x202F;=&#x202F;4.61, <italic>p</italic>&#x202F;=&#x202F;0.045, <italic>&#x03B7;p</italic><sup>2</sup>&#x202F;=&#x202F;0.20, with higher percentage accuracy in recognizing intentions under placebo (<italic>M</italic>&#x202F;=&#x202F;71.25, <italic>SD</italic>&#x202F;=&#x202F;16.45) compared to oxytocin (<italic>M</italic>&#x202F;=&#x202F;61.25, <italic>SD</italic>&#x202F;=&#x202F;19.25).</p>
<p>A significant main effect of Scenario was observed, with higher accuracy in recognizing intentional harm scenarios compared to accidental ones, <italic>F</italic>(1, 19)&#x202F;=&#x202F;4.61, <italic>p</italic>&#x202F;=&#x202F;0.045, <italic>&#x03B7;p</italic><sup>2</sup>&#x202F;=&#x202F;0.20.</p>
<p>The Treatment &#x00D7; Scenario interaction was not significant, <italic>F</italic>(1, 19)&#x202F;=&#x202F;0.24, <italic>p</italic>&#x202F;=&#x202F;0.632, <italic>&#x03B7;p</italic><sup>2</sup>&#x202F;=&#x202F;0.01.</p>
<p>A significant main effect of Scenario was found across all the remaining questions assessing the cognitive and affective components of empathy and moral judgment. Participants provided higher ratings in response to intentional harm scenarios compared to accidental harm scenarios (all <italic>F</italic>s &#x003E; 9.33, all <italic>p</italic>s &#x003C; 0.05). No significant main effect of Treatment emerged on any of the five measures (all <italic>F</italic>s &#x003C; 2.49, all <italic>p</italic>s &#x003E; 0.10), nor were there any significant Treatment &#x00D7; Scenario interactions (all <italic>F</italic>s &#x003C; 2.86, all <italic>p</italic>s &#x003E; 0.10). The full statistical results for the main effects and the interaction effect are presented in <xref ref-type="supplementary-material" rid="SM1">Supplementary Table S3</xref>.</p>
</sec>
<sec id="sec17">
<label>3.4</label>
<title>Drug safety and tolerability</title>
<p>No adverse events were observed by the experimenters or reported by the patients during the study. However, caregiver observations included one report under oxytocin in which the patient was described as <italic>&#x201C;extremely gloomy, silent, and woke up several times during the night&#x201D;</italic> (Caregiver 18). Under placebo, another caregiver reported that the patient experienced <italic>&#x201C;headache and nausea [and] talked a lot at night&#x201D;</italic> (Caregiver 12). Caregiver 18 correctly guessed the drug allocation, whereas Caregiver 12 was among those who reported being unable to make a guess.</p>
</sec>
<sec id="sec18">
<label>3.5</label>
<title>Caregivers&#x2019; observations following drug administration</title>
<p>The thematic analysis led to identification of the following domains: increased presence/awareness, autonomy/initiative, and social and affective engagement; reduced appetite/impulsivity.</p>
<p>Following oxytocin administration, 11 caregivers observed behavioral changes in the patients. These changes included increased awareness and engagement in daily activities, ranging from reading and writing to household and self-care tasks (reported by 7 caregivers), increased autonomy/initiative (reported by 3 caregivers), increased social and affective engagement (reported by 6 caregivers), and reduced eagerness for food (reported by 2 caregivers). However, one caregiver also reported increased irritability during the night.</p>
<p>Following placebo administration, only two caregivers reported changes in patient&#x2019;s behavior: one caregiver reported that the patient was more active than usual, while another noted that the patient showed increased irritability.</p>
<p>Correct guesses were not necessarily associated with observed treatment effects. Seven caregivers who did not report any behavioral changes in the patients were able to correctly guess the drug allocation. Among the 10 caregivers who reported positive changes in patient&#x2019;s behavior following oxytocin, three correctly guessed the drug allocation (Caregivers 1, 18, and 20), and two reported being unable to guess (Caregivers 11 and 12). Of the two caregivers who reported changes in patient&#x2019;s behavior following placebo, one reported positive change and correctly guessed the drug allocation, while the other reported negative change and being unable to guess.</p>
<p>The caregivers&#x2019; comments are provided in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Main thematic categories and corresponding verbatim caregiver quotes in placebo and oxytocin conditions.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Theme</th>
<th align="left" valign="top">Oxytocin</th>
<th align="left" valign="top">Placebo</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Presence/awareness</td>
<td align="left" valign="top">&#x201C;Somewhat more present but difficult as always; at the day center they reported she was more present and with memory. At home she was &#x2026; more present and attentive to what was happening, interested in the TV; interested only if she noticed something unusual in the house. Careful gaze at the stove and at the house cleaning.&#x201D; (Caregiver 1)<break/>&#x201C;In general, he seemed calmer, more alert, more interested, more flexible. While we were watching the news, he asked me for clarification and made a comment. Usually, he says nothing and I do not even know if he follows. Later, while watching a documentary, he explained to me what the program was, who presented it, and with more interest and enthusiasm. In general, he grasps more easily the things I say, the situation.&#x201D; (Caregiver 9)<break/>&#x201C;I do not know if she was given the treatment, but she has changed for the better. Much better: she reads, is present, writes, and sings.&#x201D; (Caregiver 11)<break/>&#x201C;Better mood, a &#x2018;joyful&#x2019; mood; more interested in what was happening around them; calm.&#x201D; (Caregiver 12)<break/>&#x201C;More engaged, more alert.&#x201D; (Caregiver 13)<break/>&#x201C;More attentive to what was happening. Calmer.&#x201D; (Caregiver 19)<break/>&#x201C;More attentive, more present.&#x201D; (Caregiver 20).</td>
<td align="left" valign="top">No change</td>
</tr>
<tr>
<td align="left" valign="top">Autonomy and initiative</td>
<td align="left" valign="top">&#x201C;I did not see major differences, but what struck me was that she started clearing the table on her own initiative, got dressed by herself, and even took her medicine by herself. It&#x2019;s a small difference, but that&#x2019;s what I noticed, and it struck me. She also poured herself some water.&#x201D; (Caregiver 3)<break/>&#x201C;What struck me was that she chose by herself what to wear.&#x201D; (Caregiver 4)<break/>&#x201C;She wrote, on her own, some short thoughts in her diary.&#x201D; (Caregiver 11)</td>
<td align="left" valign="top">No change</td>
</tr>
<tr>
<td align="left" valign="top">Social and affective engagement</td>
<td align="left" valign="top">&#x201C;At home she was more cooperative in the afternoon.&#x201D; (Caregiver 1)<break/>&#x201C;Ah, and she seemed a little more curious about her daughter&#x2019;s messages. And she even poured water for me.&#x201D; (Caregiver 3)<break/>&#x201C;A little less agitated; he asked to see an old friend.&#x201D; (Caregiver 7)<break/>&#x201C;In a discussion he told me, &#x2018;You must agree too&#x2019;&#x2014;usually my opinion does not matter. In the same discussion he said, &#x2018;We both need to agree&#x2019;; seeing us as a unit had not happened in a long time. In the evening, when I asked him what time he wanted to eat, he said, &#x2018;Watch the news with me. Take your time.&#x2019; This care and consideration for me had been absent for a long time. To take the bus this morning, he accepted taking a new route without arguing or insisting on the usual path.&#x201D; (Caregiver 9)<break/>&#x201C;I noticed a bit more collaboration.&#x201D; (Caregiver 11)<break/>&#x201C;More willing to listen to what I was saying.&#x201D; (Caregiver 13).</td>
<td align="left" valign="top">&#x201C;More active than usual and more compliant.&#x201D; (Caregiver 6)</td>
</tr>
<tr>
<td align="left" valign="top">Appetite/impulsivity</td>
<td align="left" valign="top">&#x201C;She ate a bit less, less voracious.&#x201D; (Caregiver 4)<break/>&#x201C;Less agitation about eating or smoking.&#x201D; (Caregiver 11).</td>
<td align="left" valign="top">No change</td>
</tr>
<tr>
<td align="left" valign="top">Negative changes or no changes</td>
<td align="left" valign="top">&#x201C;Extremely gloomy, silent, and woke up several times during the night.&#x201D; (Caregiver 18)<break/>No positive or negative change (remaining 9 caregivers).</td>
<td align="left" valign="top">&#x201C;Headache and nausea, talked a lot at night.&#x201D; (Caregiver 12)<break/>No positive or negative change (remaining 18 caregivers)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec19">
<label>3.6</label>
<title>Patients&#x2019; natural language use</title>
<p>A significant main effect of Treatment, <italic>F</italic>(1, 18)&#x202F;=&#x202F;4.63, <italic>p</italic>&#x202F;=&#x202F;0.045, <italic>&#x03B7;p</italic><sup>2</sup>&#x202F;=&#x202F;0.20, was found for the proportion of first-person singular pronouns (I-words), with participants using a lower percentage of I-pronouns in the oxytocin condition (<italic>M</italic>&#x202F;=&#x202F;0.86%, <italic>SD</italic>&#x202F;=&#x202F;0.77) than in the placebo condition (<italic>M</italic>&#x202F;=&#x202F;1.26%, <italic>SD</italic>&#x202F;=&#x202F;0.77) relative to their total word use (<xref ref-type="fig" rid="fig2">Figure 2c</xref>).</p>
<p>The effects of Day and Treatment &#x00D7; Day interaction were not significant.</p>
<p>No main effect of Treatment, Day, or Treatment &#x00D7; Day interaction were found for Social words and for the other word categories. Supplementary material presents the complete statistical findings for the main and interaction effects (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S4</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="sec20">
<label>4</label>
<title>Discussion</title>
<p>Our findings provide the first preliminary evidence that acute intranasal oxytocin administration attenuates a bias toward perceiving facial threat signals and reduces self-focused natural language use (i.e., <italic>I</italic>-words) in patients with bvFTD. With respect to the primary outcomes, changes in recognition of specific emotions and intentions, our study did not detect an improvement following oxytocin administration in patients with bvFTD.</p>
<p>These findings extend the current literature on oxytocin&#x2019;s effects in bvFTD by incorporating experimental tasks with dynamic social stimuli and assessing, for the first time, natural language use. Patients showed a reduced tendency to categorize fearful and sad expressions as anger following oxytocin administration compared to placebo. Though exploratory, this adds to the literature suggesting a reduced sensitivity to threat-social cues driven by oxytocin (<xref ref-type="bibr" rid="ref28">Kanat et al., 2015</xref>), and it complements previous findings showing that oxytocin reduces the recognition of angry facial expressions in this population (<xref ref-type="bibr" rid="ref27">Jesso et al., 2011</xref>). The pattern of findings supports the interpretation that oxytocin modulates the affective and motivational context for social interaction.</p>
<p>We found no changes on any of the self-reported empathy measures or moral evaluations of others&#x2019; harm intention. This resonates with previous findings indicating that oxytocin&#x2019;s effects do not necessarily extend to metacognition and mentalization abilities (<xref ref-type="bibr" rid="ref41">Straccia et al., 2023</xref>). In addition, within the limits of our sample size and experimental conditions, we observed decreased accuracy in recognizing others&#x2019; intentions based on their body movements. This finding appears to contrast Oliver et al.&#x2019;s findings that oxytocin improves performance in postural task recognition (<xref ref-type="bibr" rid="ref35">Oliver et al., 2020</xref>). Further research could investigate whether the differing effects of oxytocin are due to variations in instructions: recognizing postures among pictures in a picture-matching task versus interpreting harm intentions from video clips of body movements. Alternatively, the reduced performance observed in our task could be due to the fixed question order: the questions about the scenarios were always presented in the same order, with the question about intention shown first, immediately after the harm scenario video clip. It is possible that oxytocin interfered with the patients&#x2019; ability to shift attention from the emotional content of the video to the cognitive demands needed to accurately judge intentionality, explaining why the decline in performance emerged only for the first question. Thus, the fixed presentation order of the intentionality question may have contributed to the performance decrease observed under oxytocin.</p>
<p>In addition, we found that oxytocin led to changes in patients&#x2019; spontaneous language use. Exploratory psycholinguistic analysis of patients&#x2019; speech during semi-structured interviews revealed oxytocin reduced the overall proportion of first-person pronoun use, which is a marker of self-focused or egocentric attention. This change in language use is relevant given that loss of social awareness (<xref ref-type="bibr" rid="ref6">Bozeat et al., 2000</xref>) and egocentric bias are hallmarks of bvFTD (<xref ref-type="bibr" rid="ref24">Gressie et al., 2024</xref>), and that patients with bvFTD have been shown to use a higher proportion of I-words compared to healthy individuals (<xref ref-type="bibr" rid="ref13">Connelly et al., 2020</xref>). Oxytocin&#x2019;s ability to reduce self-focused attention during natural speech offers an interesting complement to findings that oxytocin affects the processing of self- versus other-related cues (<xref ref-type="bibr" rid="ref10">Colonnello et al., 2013</xref>; <xref ref-type="bibr" rid="ref1">Abu-Akel et al., 2015</xref>). That these changes occurred in a semi-structured, naturalistic context further supports the utility of measuring behavioral outcomes beyond standard cognitive tasks. This suggests the need to replicate this finding in naturalistic, everyday interactions with caregivers.</p>
<p>Independent caregiver reports indicated increased awareness, autonomy, and engagement in self-care or social activities in the hours following oxytocin administration in nearly half of the patients, behavioral changes that were not seen after placebo administration. Caregivers could not have anticipated the changes they reported, as the information provided in the study&#x2019;s informed consent documents did not give any information about possible behavioral changes. In addition, the use of an open-ended question minimized the risk of influencing their responses. This suggests that the observed changes were unlikely to be driven by caregivers&#x2019; expectations or prompted by a predefined list of symptoms. Caregivers&#x2019; reports regarding patients&#x2019; behaviors align with previous findings of reduced apathy following oxytocin administration (<xref ref-type="bibr" rid="ref27">Jesso et al., 2011</xref>) and point to the need for further investigation of caregiver&#x2013;patient interactions following treatment.</p>
<p>Taken together, these findings highlight the importance of considering oxytocin&#x2019;s role in affective experiential domains (<xref ref-type="bibr" rid="ref36">Panksepp, 2009</xref>) and support the hypothesis that oxytocin&#x2019;s primary effects in people with bvFTD, consistent with its evolutionarily preserved functions, are affective and motivational in nature. Our results suggest that the beneficial effects of a single dose of oxytocin in individuals with bvFTD may arise from its ability to modulate the emotional context for social interaction.</p>
<p>This study has limitations. The small sample size and the wide confidence intervals reduce the ability to detect subtle cognitive effects and restrict the generalizability of findings. In addition, the small sample size prevents the detection of gender differences or correlations between oxytocin&#x2019;s effects and specific neuropsychological measures. Some effects reached statistical significance, but near the conventional threshold, suggesting the need to replicate the study in larger samples. Finally, the study lacks long-term follow-up and cannot exclude possible expectancy effects despite blinding. Despite these limitations, this is the first study to provide preliminary evidence that acute oxytocin administration affects emotion recognition bias and spontaneous social language use in patients with bvFTD. Importantly, no clinically significant side effects were reported by patients or caregivers following either the first or second administration, confirming that repeated oxytocin administration is safe and well-tolerated in this population. Based on our findings, optimizing the detection of therapeutic effects of intranasal oxytocin on social functioning in neurodegenerative disorders will require future research to further explore oxytocin&#x2019;s effects on real-world social engagement in individuals with bvFTD.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec21">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="sec22">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Independent Ethics Committee of the Area Vasta Emilia Centro (CE-AVEC). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="sec23">
<title>Author contributions</title>
<p>VC: Conceptualization, Funding acquisition, Methodology, Investigation, Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &#x0026; editing. SC: Funding acquisition, Investigation, Writing &#x2013; review &#x0026; editing. MG: Funding acquisition, Writing &#x2013; review &#x0026; editing. PP: Resources, Funding acquisition, Writing &#x2013; review &#x0026; editing, Project administration. LS: Investigation, Writing &#x2013; review &#x0026; editing. MDM: Investigation, Writing &#x2013; review &#x0026; editing. MS-M: Investigation, Writing &#x2013; review &#x0026; editing. PMR: Funding acquisition, Formal analysis, Writing &#x2013; review &#x0026; editing. KM: Funding acquisition, Project administration, Writing &#x2013; review &#x0026; editing.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We are grateful to all patients and caregivers who participated in the study, and thank Claudia Boninsegna, Marica Lanzoni, and Silvia Deluca of the Clinical Research Unit at Bellaria Hospital, Bologna, Italy for their invaluable support throughout the study. We also wish to thank Carolina Vallecilla for her local UniBo administrative support, Alessia Lofaro for her role as AIFA research referent for the project, and Prof. Emanuel Raschi for his contribution in data management within the research observatory database (Osservatorio Nazionale sulla Sperimentazione Clinica dei Medicinali&#x2014;OsSC). We thank Sandra Baez for providing the stimuli for the Empathy for Pain task.</p>
</ack>
<sec sec-type="COI-statement" id="sec24">
<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>
<p>The author SC declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec25">
<title>Generative AI statement</title>
<p>The author(s) declared that Generative AI was not used in the creation of this manuscript.</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="sec26">
<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="sec27">
<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/fnagi.2026.1735220/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnagi.2026.1735220/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1605339/overview">Ramhari Kumbhar</ext-link>, The Johns Hopkins Hospital, United States</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/843271/overview">Kenji Nagao</ext-link>, Ajinomoto, Japan</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3046673/overview">Junkai Hu</ext-link>, University of Maryland, United States</p>
</fn>
</fn-group>
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