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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2025.1608631</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Increased tau-induced inflammatory responses are associated with a greater degree of atherosclerosis in progressive supranuclear palsy</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>He</surname> <given-names>Yi-Xin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Zhang</surname> <given-names>Rui</given-names></name>
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<name><surname>Xie</surname> <given-names>Chen</given-names></name>
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<name><surname>Ji</surname> <given-names>Si-Fan</given-names></name>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Deng</surname> <given-names>Wen-Jing</given-names></name>
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<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Teng</surname> <given-names>Jun-Fang</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou</institution>, <addr-line>Henan</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Henan Neurological Disease Medical Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou</institution>, <addr-line>Henan</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>Office of Citizen Affair, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou</institution>, <addr-line>Henan</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Natalia Madetko-Alster, Department of Neurology, Poland</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Xiaopu Zhou, University of Toronto, Canada</p><p>Xudong Li, Capital Medical University, China</p><p>Rachel Boyd, Johns Hopkins University, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Jun-Fang Teng, <email>13838210077@163.com</email></corresp>
<corresp id="c002">Wen-Jing Deng, <email>13676965683@126.com</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>17</volume>
<elocation-id>1608631</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 He, Zhang, Xie, Ji, Deng and Teng.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>He, Zhang, Xie, Ji, Deng and Teng</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>
<title>Introduction</title>
<p>It has been reported that progressive supranuclear palsy (PSP) has a higher prevalence of cerebrovascular disease (CVD); however, the relationship between PSP and atherosclerotic disease remains poorly understood. This study aimed to evaluate the burden of atherosclerosis in patients with PSP and explore the potential role of tau-induced inflammation in its pathogenesis.</p>
</sec>
<sec>
<title>Methods</title>
<p>We conducted a cross-sectional study involving 56 patients with PSP and 56 age- and sex-matched healthy controls. Carotid and cerebral atherosclerosis was assessed using ultrasound and magnetic resonance angiography, including measurements of maximum carotid intima-media thickness (max-CIMT), maximum carotid plaque thickness (max-CPT), total plaque number (TPN), carotid plaque score (CPS), maximum carotid stenosis percentage, and global stenosis score (GSS). Plasma levels of traditional atherosclerosis risk factors, total tau, phosphorylated tau (p-tau181, p-tau396), inflammatory cytokines and macrophage proportions were measured. To further investigate the mechanism, we established a mouse model using repeated tail vein injections of tau-preformed fibrils (tau-PFFs), followed by histological and biochemical analysis after 3 months.</p>
</sec>
<sec>
<title>Results</title>
<p>Compared to controls, patients with PSP exhibited significantly higher atherosclerotic burden across most measured vascular parameters. Plasma levels of total tau, p-tau181, macrophage proportions and pro-atherogenic inflammatory markers were elevated in patients with PSP. Among them, elevated interleukin-6 (IL-6) levels were positively correlated with the atherosclerosis severity and total tau levels in patients with PSP. In the tau-PFFs mouse model, localized thickening of the aortic wall, increased circulating macrophages, and enhanced inflammatory responses in both plasma and vascular tissues were observed at 3 months post-injection.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Our findings suggest that patients with PSP reveals increased atherosclerotic burden, potentially mediated by tau-induced systemic inflammation and macrophage activation. Monitoring tau levels and inflammatory markers may serve as a valuable approach for assessing vascular risk in patients with PSP. Furthermore, targeting tau-related inflammatory pathways may offer a novel therapeutic strategy for mitigating atherosclerosis in this population.</p>
</sec>
</abstract>
<kwd-group>
<kwd>progressive supranuclear palsy</kwd>
<kwd>atherosclerosis</kwd>
<kwd>inflammation</kwd>
<kwd>tau</kwd>
<kwd>macrophage</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="58"/>
<page-count count="14"/>
<word-count count="9976"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Parkinson&#x2019;s Disease and Aging-related Movement Disorders</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>1 Introduction</title>
<p>Progressive supranuclear palsy is the most common atypical Parkinsonian disorder, characterized by supranuclear gaze palsy, axial rigidity, postural instability, and cognitive dysfunction as its main clinical features (<xref ref-type="bibr" rid="B51">Steele et al., 1964</xref>). With a median survival of approximately 7&#x2013;8 years, PSP causes a rapid decline in the quality of life (<xref ref-type="bibr" rid="B10">Chiu et al., 2010</xref>). Currently, there are no effective treatments for PSP. The prevalence of PSP is estimated to be 5&#x2013;6 per 100,000 people worldwide, with symptoms usually appearing after age 60 (<xref ref-type="bibr" rid="B46">Parthimos and Schulpis, 2020</xref>). PSP primarily affects older individuals, who often suffer from a variety of other chronic diseases, such as cerebrovascular disease.</p>
<p>Cerebrovascular disease is the leading cause of long-term disability in adults and the third leading cause of death worldwide (<xref ref-type="bibr" rid="B55">Wang et al., 2020</xref>; <xref ref-type="bibr" rid="B20">GBD 2021 Causes of Death Collaborators, 2024</xref>). Ischemic stroke accounts for 85% of all CVD cases, with atherosclerotic lesions being the most common cause (<xref ref-type="bibr" rid="B57">Wu et al., 2019</xref>). Carotid color Doppler ultrasound (US) and magnetic resonance angiography (MRA) are widely used to assess the carotid and intracranial arteries for atherosclerosis, providing non-invasive vascular imaging without radiation or the increased risk of conventional angiography (<xref ref-type="bibr" rid="B32">Iino et al., 2019</xref>; <xref ref-type="bibr" rid="B8">Chen et al., 2024</xref>).</p>
<p>Studies on the association between PSP and atherosclerotic diseases are limited. In a previous study, CVD was found to be a characteristic prediagnostic comorbidity of PSP (<xref ref-type="bibr" rid="B34">Kwasny et al., 2021</xref>). A cross-sectional study of comorbidities and co-medications in patients with PSP and no neurodegenerative diseases also found that the overall prevalence of cardiovascular and cerebrovascular diseases was higher in patients with PSP (<xref ref-type="bibr" rid="B25">Greten et al., 2023</xref>). In the present study, we aimed to investigate the differences in atherosclerotic burden between the PSP and control groups using carotid-color Doppler ultrasound and MRA, as well as explore the possible reasons for the development of the differences.</p>
<p>Progressive supranuclear palsy is a primary tauopathy characterized by widespread accumulation of hyperphosphorylated tau, particularly the 4-repeat (4R) isoform, in neurons and glial cells (<xref ref-type="bibr" rid="B13">DeRosier et al., 2024</xref>). Genetic studies have linked PSP with polymorphisms and mutations in the MAPT gene, which encodes the microtubule-associated protein tau (<xref ref-type="bibr" rid="B48">Ressler et al., 2024</xref>). Tau aggregates have been shown to activate microglia, thereby promoting the release of pro-inflammatory cytokines such as IL-6, IL-1&#x03B2; and TNF-&#x03B1; (<xref ref-type="bibr" rid="B19">Gao et al., 2023</xref>; <xref ref-type="bibr" rid="B49">Rice et al., 2024</xref>). In addition to central immune activation, tau may stimulate the proliferation of macrophages and enhance inflammatory responses in peripheral tissues (<xref ref-type="bibr" rid="B9">Chen et al., 2023</xref>). It&#x2019;s worth noting that an experimental study showed that inhibition of tau protein phosphorylation by means of an intervention ameliorated atherosclerotic lesions (<xref ref-type="bibr" rid="B58">Yang et al., 2023</xref>). Based on this background, we hypothesize that tau protein may be associated with atherosclerosis. We measured plasma tau protein levels and the levels of circulating atherosclerosis-related inflammatory mediators in patients with PSP and in the control group, in order to explore potential links between tau and vascular inflammatory pathways.</p>
<p>The intracerebral injection of tau-preformed fibrils (tau-PFFs) is a common method of modeling tau aggregation and multiplication <italic>in vivo</italic> in tauopathies (<xref ref-type="bibr" rid="B30">Iba et al., 2013</xref>). Notably, tau seeds injected via peripheral routes&#x2013;including intravenous and intraperitoneal&#x2013;can induce central pathology through prion-like mechanisms (<xref ref-type="bibr" rid="B11">Clavaguera et al., 2014</xref>; <xref ref-type="bibr" rid="B29">Houben et al., 2020</xref>). These findings raise the possibility that repeated peripheral exposure to tau-PFFs may similarly elicit inflammatory and vascular responses relevant to tauopathies such as PSP. Here, we established a novel peripheral tauopathy model by administering 5 &#x03BC;g of tau-PFFs via tail vein every 2 weeks, aiming to mimic chronic peripheral tau exposure and investigate its effect on systemic inflammation and vascular pathology.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>2 Materials and methods</title>
<sec id="S2.SS1">
<title>2.1 Participants</title>
<p>Patients with PSP (<italic>n</italic> = 56) aged &#x003E; 50 years were recruited from the Department of Neurology at the First Affiliated Hospital of Zhengzhou University. Diagnoses of probable or possible PSP were made according to the MDS criteria by experienced specialists in neurodegenerative diseases who were unaware of laboratory results (<xref ref-type="bibr" rid="B27">H&#x00F6;glinger et al., 2017</xref>). Age- and sex-matched healthy controls (HCs) (<italic>n</italic> = 56) with no history of neurodegenerative disease were recruited from the Physical Examination Center of the First Affiliated Hospital of Zhengzhou University. The exclusion criteria for both groups were as follows: (1) use of antibiotics or immunosuppressants within 3 months prior to sample collection; and (2) complications such as recent or persistent inflammatory diseases, autoimmune diseases, or malignant tumors. The participants underwent a detailed clinical interview and a complete neurological examination. Demographic and clinical information, including age, sex, stroke risk factors, disease duration, and years of education were collected at the time of sampling. Participants underwent a physical examination and a battery of laboratory tests, including routine blood tests for coagulation, C-reactive protein (CRP), blood glucose and lipids, liver and kidney function, and homocysteine, as well as carotid ultrasound and MRA. Disease severity was assessed using the modified Hoehn and Yahr (H&#x0026;Y) staging scale (<xref ref-type="bibr" rid="B22">Goetz et al., 2004</xref>), a Movement Disorder Society-sponsored revision of the Unified Parkinson&#x2019;s Disease Rating Scale, Part III (UPDRS-III) (<xref ref-type="bibr" rid="B23">Goetz et al., 2008</xref>), and the Progressive Supranuclear Palsy Rating Scale (PSPRS) (<xref ref-type="bibr" rid="B24">Golbe and Ohman-Strickland, 2007</xref>). The Mini-Mental State Examination (MMSE) (<xref ref-type="bibr" rid="B16">Folstein et al., 1975</xref>) was used to assess cognitive performance. This study was approved by the Ethics Committee of the First Affiliated Hospital of Zhengzhou University (2024-KY-0046-002), and informed consent was obtained from each participant.</p>
</sec>
<sec id="S2.SS2">
<title>2.2 Human sample collection</title>
<p>Peripheral blood samples were collected in endotoxin-free K2 EDTA 10-mL tubes after overnight fasting. The samples were immediately placed on ice and centrifuged at 2,000 rpm for 10 min at 4&#x00B0;C to obtain plasma samples. These samples were then stored at &#x2212;80&#x00B0;C until biochemical analysis if immediate detection was not possible.</p>
</sec>
<sec id="S2.SS3">
<title>2.3 Carotid artery assessment</title>
<p>To assess carotid atherosclerosis, we examined the bilateral carotid arteries of all participants using color Doppler ultrasound with a 7.5 MHz linear probe (GE Healthcare, Horten, Norway). Max-CIMT is the mean of the maximum left and right carotid intima-media thicknesses, which is defined as the distance from the luminal intimal interface to the medial-adventitial interface in a plaque-free area located 1&#x2013;1.5 cm below the level of the distal branches of the common carotid artery. Carotid plaque was defined as a focal area of wall thickening or protrusion within the arterial lumen of any carotid artery segment (common carotid artery, bifurcation, and internal and external carotid arteries) greater than 50% of the surrounding wall thickness. Maximum carotid plaque thickness (max-CPT) (<xref ref-type="bibr" rid="B54">Walker et al., 2009</xref>) was measured at the most prominent point of the plaque in the multi-angle image of the carotid artery or at the maximum wall thickness in the absence of carotid plaques. The total carotid plaque number (TPN) was calculated as the sum of all plaque numbers in the common carotid artery as well as the internal and external carotid arteries. The carotid plaque score (CPS) was calculated using ultrasound according to the methodology used in the prospective ACE 1950 (Akershus Cardiac Examination 1950 study) (<xref ref-type="bibr" rid="B31">Ihle-Hansen et al., 2018</xref>). Each side of the carotid artery was divided into the following four segments: common carotid artery, carotid bifurcation, internal carotid artery, and external carotid artery. Plaque measurements were taken in cross-sections for each segment, and the thickness of the largest plaque in each segment was recorded and scored according to maximum diameter (plaque diameters of &#x2265;1.5, &#x2265;2.5, and &#x2265;3.5 mm were scored 1, 2, and 3, respectively), with occluded segments scored as 3. Finally, the scores for all the segments on both sides were summed to obtain an overall CPS ranging from 0 to 24. The percentage of maximal stenosis (stenosis%) was calculated by measuring the residual luminal internal diameter at the site of maximal stenosis and the original internal diameter, then dividing the difference by the original internal diameter (<xref ref-type="bibr" rid="B37">Liu et al., 2022</xref>). The operator was blinded to the medical histories of the participants.</p>
</sec>
<sec id="S2.SS4">
<title>2.4 Magnetic resonance angiography examination</title>
<p>All MRA scans were performed using a 3 Tesla magnetic resonance imaging (MRI) scanner (Siemens Healthcare, Erlangen, Germany). MRI of intracranial arteries using three-dimensional time-of-flight gradient echo to determine the vascular territory and extent of intracranial stenosis (ICS). We recorded the number of participants with stenosis and the degree of stenosis at the narrowest point in each of the 11 predefined vascular territories, including the left and right internal carotid arteries (ICA), left and right middle cerebral arteries (MCA), left and right anterior cerebral arteries (ACA), left and right posterior cerebral arteries (PCA), left and right vertebral arteries (VA), and basilar arteries (BA). Using the criteria established in the Warfarin-Aspirin Symptomatic Intracranial Disease Trial, the degree of stenosis of the intracranial arteries was graded into five levels: 0 (normal; no detectable stenosis), 1 (mild; &#x003C;50% stenosis), 2 (moderate; 51%&#x2013;70% stenosis), 3 (severe; 71%&#x2013;99% stenosis), and 4 (occlusion) (<xref ref-type="bibr" rid="B50">Samuels et al., 2000</xref>). The total score for the intracranial arteries was calculated as the global stenosis score (GSS), and the degree of stenosis was determined by the consensus of at least two neurologists.</p>
</sec>
<sec id="S2.SS5">
<title>2.5 Animals</title>
<p>C57BL/6J male mice were obtained from the Experimental Animal Center of Zhengzhou University. The mice were housed on a 12-h light/dark cycle with <italic>ad libitum</italic> access to food and water. Each mouse received 3&#x2013;7 g/day of food and 4&#x2013;7 mL/day of purified water. All procedures were performed in accordance with the Guide for the Care and Use of Laboratory Animals. The Ethics Committee of the First Affiliated Hospital of Zhengzhou University approved the study protocol and procedures (2024-KY-0046-002).</p>
</sec>
<sec id="S2.SS6">
<title>2.6 Tau-preformed fibrils (tau-pFFs) preparation</title>
<p>Recombinant mouse tau monomers with four structural domains (CSB-YP013481MO, CUSABIO, Wuhan, China) were co-incubated with heparin at a concentration of 1 mg/mL in a buffer (10 mM HEPES, pH 7.4, 100 mM NaCl, 5 mM dithiothreitol) (<xref ref-type="bibr" rid="B18">Frost et al., 2009</xref>). The mixture was shaken at 1,000 rpm for 10 days at 37&#x00B0;C to obtain tau-PFFs. After fragmentation using an ultrasonic crusher, the PFFs were stored at &#x2212;80&#x00B0;C for backup.</p>
</sec>
<sec id="S2.SS7">
<title>2.7 Tail vein injection and sampling</title>
<p>At 6&#x2013;8 weeks of age, mice (12 per group) received tail vein injections every 2 weeks with either 5 &#x03BC;g of tau-PFFs (25 &#x03BC;L, 0.2 mg/mL) or an equal volume (25 &#x03BC;L) of sterile phosphate-buffered saline (PBS) as a control. Tissues were harvested 3 months after the first injection. Following anesthesia via intraperitoneal injection of pentobarbital (10 mg/mL, 50 mg/kg), mice were euthanized for sample collection. Blood (0.5 mL) was obtained from the right ventricle of mice. Fresh blood (0.5 mL per mouse) from 6 mice per group immediately subjected to flow cytometry analysis, and the blood samples (0.5 mL per mouse) from the remaining 6 mice centrifuged at 3,500 rpm for 15 min to collect plasma for storage at &#x2212;80&#x00B0;C and subsequent ELISA. All mice then underwent PBS perfusion. Aortic arches were carefully dissected, with 6 fresh specimens per group flash-frozen in dry ice for Western blot analysis and the others fixed in 4% paraformaldehyde for frozen sectioning.</p>
</sec>
<sec id="S2.SS8">
<title>2.8 Histopathology analysis</title>
<p>Aortic tissues were fixed in 4% paraformaldehyde (PFA) for 24 h at 4&#x00B0;C, then cryoprotected by immersion in 30% sucrose solution (w/v in PBS) for an additional 24 h at 4&#x00B0;C until the tissues sank to the bottom of the vial. Samples were embedded in optimal cutting temperature (OCT) compound (Tissue-Tek, Sakura Finetek, USA), rapidly frozen on dry ice, and stored at &#x2212;80&#x00B0;C until sectioning. For histopathological analysis, 20 &#x03BC;m-thick frozen sections were cut using a cryostat (Leica CM1950, Germany) at &#x2212;20&#x00B0;C, mounted onto poly-L-lysine-coated glass slides, and air-dried for 1 h at room temperature. Sections were subsequently stained with hematoxylin and eosin (H&#x0026;E) or Oil Red O (Solarbio, Beijing, China) according to the manufacturer&#x2019;s protocols. For immunohistochemistry, frozen tissue sections were peroxidase blocked, followed by blocking with normal goat serum for 1 h. Subsequently, they were incubated with CD68 primary antibody (ab955, Abcam, 1:500, mouse) overnight at 4&#x00B0;C. After rinsing with PBS, the sections were incubated with horseradish peroxidase-conjugated secondary antibodies (ab6789, Abcam, 1:500) for 2 h at room temperature. The sections were then washed thrice for 5 min each and stained with 3,3&#x2032;-diaminobenzidine. The images were captured using a DP74 camera (Olympus, Tokyo, Japan).</p>
</sec>
<sec id="S2.SS9">
<title>2.9 Western blot</title>
<p>Fresh aortic tissue was isolated, snap-frozen with solid carbon dioxide, and homogenized in RIPA lysis buffer containing a protease inhibitor mixture (Beyotime, Shanghai, China). Homogenized fractions were centrifuged at 120,000 <italic>g</italic> for 30 min at 4&#x00B0;C, and the supernatant was collected. Fractions of 10 &#x03BC;L were separated by electrophoresis on 8% or 12% polyacrylamide gels and blotted onto polyvinylidene fluoride membranes (Millipore, Darmstadt, Germany). The membranes were blocked with 5% non-fat dry milk in TBST (Tris-buffered saline, containing 0.1% Tween-20) for 1 h at room temperature and then incubated overnight at 4&#x00B0;C in TBST diluted with primary antibodies. After several rinses with TBST, the membranes were incubated with horseradish peroxidase-conjugated secondary antibodies for 1 h at room temperature. Finally, the membranes were detected using enhanced chemiluminescence (Thermo Fisher Scientific). Protein expression levels were normalized to GAPDH expression levels and analyzed using the ImageJ software (v1.53, National Institutes of Health, USA).</p>
<p>The primary and secondary antibodies used were as follow: CD68 (ab955, Abcam, 1:500, mouse), Tau (MN1000, Invitrogen,1:500, mouse), interleukin-1beta (IL-1&#x03B2;, ab200478, Abcam, 1:500, rabbit), tumor necrosis factor-alpha (TNF-&#x03B1;, 17590-1-AP, Proteintech, 1:500, rabbit), interleukin-6(IL-6, DF6087, Affinity, 1:500, rabbit), glyceraldehyde-3-phosphate dehydrogenase (GAPDH, 10494-1-AP, Proteintech, 1:2000, rabbit), Anti-Mouse IgG H&#x0026;L (ab6789, Abcam, 1:2000), Anti-Rabbit IgG H&#x0026;L (ab6721, Abcam, 1:2000).</p>
</sec>
<sec id="S2.SS10">
<title>2.10 Enzyme-linked immunosorbent assay (ELISA)</title>
<p>Following specimen collection, plasma biomarker levels were quantified using ELISA according to the manufacturer&#x2019;s protocols. The following ELISA kits were used: Human interleukin-6 (IL-6) ELISA kit (E-HSEL-H0003, Elabscience Biotechnology, Wuhan, China), Human interleukin-1&#x03B2; (IL-1&#x03B2;) ELISA kit (E-HSEL-H0001, Elabscience Biotechnology, Wuhan, China), Human interleukin-10 (IL-10) ELISA kit (E-EL-H0005, Elabscience Biotechnology, Wuhan, China), Human interferon &#x03B3; (IFN-&#x03B3;) ELISA kit (E-HSEL-H0007, Elabscience Biotechnology, Wuhan, China), Human tumor necrosis factor-&#x03B1; (TNF-&#x03B1;) ELISA kit (E-HSEL-H0109c, Elabscience Biotechnology, Wuhan, China), Human total tau ELISA kit (ml057755, mlbio, Shanghai, China),and Human P-tau181 ELISA kit (ml057691, mlbio, Shanghai, China), Human P-tau396 ELISA kit (E-EL-H5314c, Elabscience Biotechnology, Wuhan, China), Mouse interleukin-6 (IL-6) ELISA kit (ml098430, mlbio, Shanghai, China), Mouse interleukin-1&#x03B2; (IL-1&#x03B2;) ELISA kit (ml098416, mlbio, Shanghai, China) and Mouse tumor necrosis factor-&#x03B1; (TNF-&#x03B1;) ELISA kit (mIC50536-1, mlbio, Shanghai, China). All procedures were performed according to the manufacturer&#x2019;s instructions.</p>
</sec>
<sec id="S2.SS11">
<title>2.11 Flow cytometry</title>
<p>For humans, 3 mL of anticoagulated whole blood was collected from each participant. Red blood cells (RBCs) were osmotically lysed with erythrocyte lysis buffer (Solarbio, Beijing, China), washed with PBS after lysis, and 1&#x2013;10 &#x00D7; 10<sup>6</sup> cells were resuspended in a diluted 100 &#x03BC;L Zombie Aqua&#x2122; solution (1:100, BioLegend, USA). After 10 min incubation, the cells were resuspended, washed with PBS, and incubated with anti-human CD45 (1:100, BioLegend, USA, 2D1, APC/Cyanine7), anti-human CD14 (1:100, BioLegend, USA, HCD14, FITC), anti-human CD86 (1:100, BioLegend, USA, IT2.2, PE), and anti-human CD206 (1:100, BioLegend, USA, 15-2, Pacific BLue&#x2122;) for 30 min at 4&#x00B0;C in the dark. After washing, fixation breakers (eBioscience, USA) were added, and the cells were incubated for 30 min at 4&#x00B0;C in the dark. After washing, the cells were incubated with anti-human CD68 (1:100, BioLegend, USA, Y1/82A, Alexa FLuor<sup>&#x00AE;</sup> 647) for 30 min at 4&#x00B0;C in the dark. After washing, flow cytometry was performed using BD FACS Celesta.</p>
<p>For mice, blood was collected from the right ventricle and placed in a 1.5-mL anticoagulant tube. It was then incubated with anti-mouse CD45 (1:100, BD Pharmingen, USA, 30-F11, PE), anti-mouse CD11b (1:100, BD Pharmingen, USA, M1/70, APC), and anti-mouse F4/80 (1:100, Invitrogen, USA, BM8, Alexa FLuor&#x2122; 488) for 30 min in the dark at 4&#x00B0;C. RBCs were lysed by adding erythrocyte lysis buffer (Solarbio, Beijing, China) for 10 min at room temperature and then centrifuged at 350 <italic>g</italic> for 5 min. After washing, flow cytometry was performed using BD FACS Celesta.</p>
<p>Flow cytometry data were analyzed using FlowJo software (v10.4, FlowJo LLC, USA).</p>
</sec>
<sec id="S2.SS12">
<title>2.12 Statistical analyses</title>
<p>Statistical analyses were performed using the IBM SPSS Statistics (version 27.0, IBM Corp., Armonk, NY, USA) and GraphPad Prism 9.0 software (GraphPad Software Inc., San Diego, CA, USA). The chi-square test was used to compare proportions. Continuous variables were described as means &#x00B1; standard deviation or median and interquartile range, depending on the result of a D&#x2019;Agostino-Pearson normality test, and compared using the unpaired Student&#x2019;s <italic>t</italic>-test or Mann&#x2013;Whitney U test, respectively. Analysis of covariance (ANCOVA) was applied to compare group differences while adjusting for potential confounders (e.g., age, gender, smoking status and stroking history). Multivariable linear regression analysis was performed to examine the associations between independent variables (<italic>X</italic>-axis) and dependent variables (<italic>Y</italic>-axis), adjusting for potential confounders including age, sex, smoking status, hypertension, diabetes, dyslipidemia and stroking history. A <italic>p</italic>-value of &#x003C; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>3 Results</title>
<sec id="S3.SS1">
<title>3.1 Patients with PSP revealed a greater atherosclerotic burden than HCs</title>
<p>The demographic and clinical information of the patients in the two groups are summarized in <xref ref-type="table" rid="T1">Table 1</xref>. A total of 56 HCs and 56 patients with PSP were enrolled in this study. There were no significant differences observed in atherosclerosis risk factors, including age, gender, hypertension, diabetes, dyslipidemia, and smoking, between HCs and patients with PSP. However, the prevalence of stroke was significantly higher in patients with PSP than in HCs (39.29% vs. 16.07%, <italic>p</italic> = 0.011), which is similar to a previous report (<xref ref-type="bibr" rid="B25">Greten et al., 2023</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Basic clinical characteristics of subjects.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Clinical characteristics</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">HCs (<italic>n</italic> = 56)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">PSP (<italic>n</italic> = 56)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age, years</td>
<td valign="top" align="center">65.05 &#x00B1; 7.96</td>
<td valign="top" align="center">65.16 &#x00B1; 8.47</td>
<td valign="top" align="center">0.921</td>
</tr>
<tr>
<td valign="top" align="left">Female, <italic>n</italic> (%)</td>
<td valign="top" align="center">17 (30.36)</td>
<td valign="top" align="center">17 (30.36)</td>
<td valign="top" align="center">&#x003E;0.999</td>
</tr>
<tr>
<td valign="top" align="left">Smoking, <italic>n</italic> (%)</td>
<td valign="top" align="center">14 (25)</td>
<td valign="top" align="center">12 (21.43)</td>
<td valign="top" align="center">0.823</td>
</tr>
<tr>
<td valign="top" align="left">Hypertension, <italic>n</italic> (%)</td>
<td valign="top" align="center">23 (41.07)</td>
<td valign="top" align="center">21 (37.50)</td>
<td valign="top" align="center">0.847</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes, <italic>n</italic> (%)</td>
<td valign="top" align="center">7 (12.50)</td>
<td valign="top" align="center">11 (19.64)</td>
<td valign="top" align="center">0.441</td>
</tr>
<tr>
<td valign="top" align="left">Dyslipidemia, <italic>n</italic> (%)</td>
<td valign="top" align="center">6 (10.71)</td>
<td valign="top" align="center">6 (10.71)</td>
<td valign="top" align="center">&#x003E;0.999</td>
</tr>
<tr>
<td valign="top" align="left">Stroke, <italic>n</italic> (%)</td>
<td valign="top" align="center">9 (16.07)</td>
<td valign="top" align="center">22 (39.29)</td>
<td valign="top" align="center">0.011<xref ref-type="table-fn" rid="t1fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Estimated disease duration, mo</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">33 (18.5, 48)</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">H&#x0026;Y stage</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">2.63 &#x00B1; 1.05</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">UPDRS-III</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">27.32 &#x00B1; 7.26</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">PSPRS</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">31 (27, 35)</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">MMSE</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">26 (24, 27)</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Education, years</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">7.13 &#x00B1; 3.87</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Data are presented as mean &#x00B1; standard deviation (SD), median (P25, P75) or <italic>n</italic> (%), (<italic>n</italic> = 56 vs. <italic>n</italic> = 56), compared by two-tailed unpaired <italic>t</italic>-test or Mann&#x2013;Whitney U test, or chi-square test. HCs, health controls; PSP, Progressive supranuclear palsy; H&#x0026;Y stage, Hoehn and Yahr stage scale; UPDRS-III: Unified Parkinson&#x2019; Disease Rating Scale, part III; PSPRS: Progressive Supranuclear Palsy Rating Scale; MMSE: Mini-Mental State Examination.</p></fn>
<fn id="t1fns1"><p>&#x002A;<italic>P</italic> &#x003C; 0.05, presents a significant difference.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>In this study, we evaluated systemic atherosclerotic burden comprehensively by assessing extracranial and intracranial vascular lesions using a multimodal approach. For extracranial assessment, carotid ultrasound provided several key indices: maximum carotid intima-media thickness (max-CIMT), which measures arterial wall thickening as an early marker of generalized atherosclerosis; maximum carotid plaque thickness (max-CPT), reflecting the most severe focal plaque deposition; total plaque number (TPN) indicating the extent of multifocal plaque involvement; and carotid plaque score (CPS), a composite metric integrating plaque size and number to represent overall plaque burden. We additionally quantified the percentage of carotid stenosis to determine the degree of stenosis. For intracranial assessment, we calculated the proportion of intracranial stenosis (ICS) vascular territory to determine the spatial extent of flow-limiting lesions within specific brain-supplying arteries. Finally, the magnetic resonance angiography (MRA)-based global stenosis score (GSS) was employed as a comprehensive metric that simultaneously evaluates the severity and distribution of stenotic lesions across intracranial arterial trees. This multidimensional approach enabled precise characterization of atherosclerosis at different vascular levels and pathophysiological stages, from early wall thickening to advanced flow-limiting stenoses. Patients with PSP exhibited significantly elevated values across multiple vascular parameters compared to HCs, suggesting a greater burden of both systemic and cerebral atherosclerosis. Specifically, after adjusting for age, gender, smoking status and stroke history, the PSP group exhibited significantly higher max-CPT (2.01 mm vs. 1.59 mm, <italic>p</italic> &#x003C; 0.001), TPN (median 2 vs. 1, <italic>p</italic> = 0.005), CPS (median 2 vs. 1, <italic>p</italic> &#x003C; 0.001), and carotid stenosis percentage (22.5% vs. 16.0%, <italic>p</italic> = 0.004) compared to HCs; however, max-CIMT (0.93 mm vs. 0.89 mm, <italic>p</italic> = 0.065) did not differ significantly between the groups (<xref ref-type="fig" rid="F1">Figures 1A&#x2013;E</xref> and <xref ref-type="table" rid="T2">Table 2</xref>). Another aspect, although intracranial stenosis involvement in individual vascular territories was more frequent in the PSP group, though not statistically significant (<xref ref-type="fig" rid="F1">Figure 1F</xref> and <xref ref-type="table" rid="T2">Table 2</xref>); in contrast, MRA GSS reflecting overall stenosis severity, was significantly elevated in PSP patients (median 1 vs. 0, <italic>p</italic> = 0.041) after covariate adjustment (<xref ref-type="fig" rid="F1">Figure 1G</xref> and <xref ref-type="table" rid="T2">Table 2</xref>). This finding is reasonable, given that the GSS reflects the severity of overall stenosis rather than the number of lesions.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Greater atherosclerotic burden and elevated plasma total tau, p-tau181 levels in patients with PSP. Using carotid artery Doppler ultrasound to assess the degree of carotid artery atherosclerosis by evaluating <bold>(A)</bold> max-CIMT, <bold>(B)</bold> max-CPT, <bold>(C)</bold> TPN, <bold>(D)</bold> CPS, and <bold>(E)</bold> carotid stenosis% in HCs (<italic>n</italic> = 56) and patients with PSP (<italic>n</italic> = 56). Using MRA to evaluate the degree of intracranial arterial atherosclerosis by recording <bold>(F)</bold> ICS vascular territory and <bold>(G)</bold> MRA GSS in HCs (<italic>n</italic> = 56) and patients with PSP (<italic>n</italic> = 56). <bold>(H)</bold> Heatmap of multivariable linear regression heatmap showing the association between disease duration/clinical scores H&#x0026;Y staging scale, UPDRS-III, PSPRS, MMSE and atherosclerosis measures (max-CIMT, max-CPT, TPN, CPS, carotid stenosis% and MRA GSS) in patients with PSP (<italic>n</italic> = 56). Peripheral <bold>(I&#x2013;L)</bold> blood lipid, <bold>(M)</bold> glycosylated hemoglobin, <bold>(N)</bold> homocysteine parameters, and plasma levels of <bold>(O)</bold> total tau, <bold>(P)</bold> p-tau181, <bold>(Q)</bold> p-tau396 in HCs (<italic>n</italic> = 56) and patients with PSP (<italic>n</italic> = 56). <bold>(R)</bold> Heatmap of multivariable linear regression heatmap showing the association between tau levels (total tau, p-tau181, p-tau396) and atherosclerosis measures (max-CIMT, max-CPT, TPN, CPS, carotid stenosis% and MRA GSS) in patients with PSP (<italic>n</italic> = 56). Results are expressed as mean and SD. Statistical approaches: <bold>(A&#x2013;E, G, I&#x2013;Q)</bold> covariance (ANCOVA), with age, gender, smoking status and stroke history as covariates, <bold>(F)</bold> chi-square test, <bold>(H, R)</bold> multivariable linear regression. In heatmaps, each cell represents the standardized regression coefficient (&#x03B2;) derived from multivariable linear regression models, where each <italic>Y</italic>-axis was regressed on <italic>X</italic>-axis while adjusting for age, gender, smoking history, hypertension, diabetes, and dyslipidemia (For MMSE, one more correction for period of education). The color intensity of heatmap indicates the strength and direction of association (&#x03B2;), with positive associations shown in red and negative in blue. <italic>P</italic> &#x003C; 0.05 indicates statistical significance (&#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001), and ns indicates <italic>p</italic> &#x2265; 0.05.</p></caption>
<alt-text>&#x201C;Multiple bar charts, box plots, and heatmaps compare data between Healthy Controls (HCs) and Progressive Supranuclear Palsy (PSP) patients. Bar charts (A-G) and box plots (I-Q) display metrics like CIMT, CPT, TPN, CPS, stenosis,GSS and levels of blood lipid, HbA1c, Hcy and tau. Heatmaps (H,R) show correlations between these metrics and clinical features, with significance indicated by asterisks.&#x201D;</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-17-1608631-g001.tif"/>
</fig>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Comparison of ultrasound and MRA-based atherosclerotic vascular measures between HCs and patients with PSP.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Variable</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">HCs (<italic>n</italic> = 56)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">PSP (<italic>n</italic> = 56)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Max-CIMT, mm</td>
<td valign="top" align="center">0.89 &#x00B1; 0.11</td>
<td valign="top" align="center">0.93 &#x00B1; 0.11</td>
<td valign="top" align="center">0.065</td>
</tr>
<tr>
<td valign="top" align="left">Max-CPT, mm</td>
<td valign="top" align="center">1.59 (1.26, 2.15)</td>
<td valign="top" align="center">2.01 (1.52, 3.01)</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">TPN</td>
<td valign="top" align="center">1 (0, 2)</td>
<td valign="top" align="center">2 (1, 2.75)</td>
<td valign="top" align="center">0.005<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">CPS</td>
<td valign="top" align="center">1 (0, 2)</td>
<td valign="top" align="center">2 (1, 4)</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Carotid stenosis%</td>
<td valign="top" align="center">16 (12, 22.75)</td>
<td valign="top" align="center">22.5 (13.25, 35.5)</td>
<td valign="top" align="center">0.004<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color: #dcdcdc;"><bold>ICS vascular territory, n (%)</bold></td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Left ICA</td>
<td valign="top" align="center">7 (12.50)</td>
<td valign="top" align="center">7 (12.50)</td>
<td valign="top" align="center">&#x003E;0.999</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Right ICA</td>
<td valign="top" align="center">6 (10.71)</td>
<td valign="top" align="center">11 (19.64)</td>
<td valign="top" align="center">0.292</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Left MCA</td>
<td valign="top" align="center">7 (12.50)</td>
<td valign="top" align="center">13 (23.21)</td>
<td valign="top" align="center">0.217</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Right MCA</td>
<td valign="top" align="center">9 (16.07)</td>
<td valign="top" align="center">12 (21.42)</td>
<td valign="top" align="center">0.629</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Left ACA</td>
<td valign="top" align="center">1 (1.79)</td>
<td valign="top" align="center">5 (8.93)</td>
<td valign="top" align="center">0.206</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Right ACA</td>
<td valign="top" align="center">3 (5.36)</td>
<td valign="top" align="center">3 (5.36)</td>
<td valign="top" align="center">&#x003E;0.999</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Left PCA</td>
<td valign="top" align="center">5 (8.93)</td>
<td valign="top" align="center">5 (8.93)</td>
<td valign="top" align="center">&#x003E;0.999</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Right PCA</td>
<td valign="top" align="center">6 (10.71)</td>
<td valign="top" align="center">8 (14.29)</td>
<td valign="top" align="center">0.557</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Left VA</td>
<td valign="top" align="center">3 (5.36)</td>
<td valign="top" align="center">6 (10.71)</td>
<td valign="top" align="center">0.489</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Right VA</td>
<td valign="top" align="center">1 (1.79)</td>
<td valign="top" align="center">5 (8.93)</td>
<td valign="top" align="center">0.206</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;BA</td>
<td valign="top" align="center">2 (3.57)</td>
<td valign="top" align="center">3 (5.36)</td>
<td valign="top" align="center">&#x003E;0.999</td>
</tr>
<tr>
<td valign="top" align="left">MRA GSS</td>
<td valign="top" align="center">0 (0, 1)</td>
<td valign="top" align="center">1 (0, 2)</td>
<td valign="top" align="center">0.041<xref ref-type="table-fn" rid="t2fns1">&#x002A;</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Data are presented as mean &#x00B1; standard deviation (SD), median (P25, P75) or <italic>n</italic> (%), (<italic>n</italic> = 56 vs. <italic>n</italic> = 56), compared by chi-square test or covariance (ANCOVA), with age, gender, smoking status and stroke history as covariates. HCs, health controls; PSP, Progressive supranuclear palsy; max-CIMT, maximum carotid intima-media thickness; max-CPT, maximum carotid plaque thickness; TPN, total carotid plaque number; CPS, carotid plaque score; stenosis%, percentage of maximum carotid stenosis; MRA GSS, magnetic resonance angiography global stenosis score; ICS, intracranial stenosis; ICA, internal carotid arteries; MCA, middle cerebral arteries; ACA, anterior cerebral arteries; PCA, posterior cerebral arteries; VA, vertebral arteries; BA, basilar arteries.</p></fn>
<fn id="t2fns1"><p>&#x002A;<italic>P</italic> &#x003C; 0.05, presents a significant difference.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>To investigate the association between the severity of atherosclerosis and disease progression in patients with PSP, we performed regression analyses with atherosclerotic measures as dependent variables and disease duration/clinical severity scales as independent variables. Potential confounding factors, including age, gender, smoking status, hypertension, diabetes, dyslipidemia, and stroke history, were adjusted for in the analyses (for MMSE, one more correction for period of education). In adjusted multivariate models, longer disease duration was independently associated with higher TPN (&#x03B2; = 0.348, <italic>p</italic> = 0.004). H&#x0026;Y stage exhibited positive associations with max-CIMT (&#x03B2; = 0.328, <italic>p</italic> = 0.015), max-CPT (&#x03B2; = 0.331, <italic>p</italic> = 0.012), TPN (&#x03B2; = 0.272, <italic>p</italic> = 0.043), CPS (&#x03B2; = 0.300, <italic>p</italic> = 0.016), and carotid stenosis% (&#x03B2; = 0.256, <italic>p</italic> = 0.036), whereas UPDRS-III correlated with max-CIMT (&#x03B2; = 0.371, <italic>p</italic> = 0.007), max-CPT (&#x03B2; = 0.288, <italic>p</italic> = 0.033), and CPS (&#x03B2; = 0.278, <italic>p</italic> = 0.030), and PSPRS solely with CPS (&#x03B2; = 0.270, <italic>p</italic> = 0.036) (<xref ref-type="fig" rid="F1">Figure 1H</xref> and <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>).</p>
<p>Overall, these findings indicate that individuals with PSP may exhibit a more pronounced atherosclerotic vascular profile, with a positive correlation observed between certain atherosclerotic indicators and disease severity. These vascular changes may provide a pathophysiological link between systemic atherosclerosis and neurodegeneration in PSP, supporting the potential role of vascular biomarkers in disease assessment.</p>
</sec>
<sec id="S3.SS2">
<title>3.2 Higher plasma total tau and p-tau181 levels in patients with PSP correlate with atherosclerosis severity</title>
<p>To explore the reasons for the increased susceptibility of patients with PSP to atherosclerosis, we examined traditional atherosclerosis risk factors such as total cholesterol (TC), triglycerides (TG), low-density lipoprotein cholesterol (LDL), high-density lipoprotein cholesterol (HDL), hemoglobin A1c (HbA1c), and homocysteine (Hcy) levels in the plasma. However, we found no significant differences in the levels of TC, TG, LDL, HDL, HbA1c, or Hcy between the two groups (<xref ref-type="fig" rid="F1">Figures 1I&#x2013;N</xref> and <xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Comparison of plasma metabolic, tau, and inflammatory markers between HCs and patients with PSP.</p></caption>
<table cellspacing="5" cellpadding="5" frame="box" rules="all">
<thead>
<tr>
<td valign="top" align="left" style="color:#ffffff;background-color: #7f8080;">Variable</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">HCs (<italic>n</italic> = 56)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;">PSP (<italic>n</italic> = 56)</td>
<td valign="top" align="center" style="color:#ffffff;background-color: #7f8080;"><italic>P</italic>-value</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">TC, mmol/L</td>
<td valign="top" align="center">3.99 (3.30, 4.72)</td>
<td valign="top" align="center">3.93 (3.27, 4.59)</td>
<td valign="top" align="center">0.280</td>
</tr>
<tr>
<td valign="top" align="left">TG, mmol/L</td>
<td valign="top" align="center">1.19 (0.88, 1.86)</td>
<td valign="top" align="center">1.26 (0.77, 1.71)</td>
<td valign="top" align="center">0.679</td>
</tr>
<tr>
<td valign="top" align="left">HDL, mmol/L</td>
<td valign="top" align="center">1.20 (1.04, 1.36)</td>
<td valign="top" align="center">1.12 (0.92, 1.36)</td>
<td valign="top" align="center">0.118</td>
</tr>
<tr>
<td valign="top" align="left">LDL, mmol/L</td>
<td valign="top" align="center">2.25 (1.75, 2.99)</td>
<td valign="top" align="center">2.29 (1.65, 2.88)</td>
<td valign="top" align="center">0.440</td>
</tr>
<tr>
<td valign="top" align="left">HbA1c, %</td>
<td valign="top" align="center">5.89 (5.46, 6.16)</td>
<td valign="top" align="center">5.80 (5.51, 6.28)</td>
<td valign="top" align="center">0.569</td>
</tr>
<tr>
<td valign="top" align="left">Hcy, umol/L</td>
<td valign="top" align="center">12.20 (10.06, 15.80)</td>
<td valign="top" align="center">14.40 (12.13, 16.38)</td>
<td valign="top" align="center">0.191</td>
</tr>
<tr>
<td valign="top" align="left">Total tau, pg/ml</td>
<td valign="top" align="center">169.4 (154.7, 181.6)</td>
<td valign="top" align="center">179.4 (169.0, 196.4)</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">P-tau181, pg/ml</td>
<td valign="top" align="center">43.72 (36.47, 59.75)</td>
<td valign="top" align="center">52.81 (38.35, 66.52)</td>
<td valign="top" align="center">0.017<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">P-tau396, pg/ml</td>
<td valign="top" align="center">198.6 (139.4, 224.9)</td>
<td valign="top" align="center">188.9 (124.2, 292.7)</td>
<td valign="top" align="center">0.302</td>
</tr>
<tr>
<td valign="top" align="left">CRP, mg/L</td>
<td valign="top" align="center">0.82 (0.41, 1.42)</td>
<td valign="top" align="center">1.82 (0.73, 3.36)</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">IL-6, pg/mL</td>
<td valign="top" align="center">3.38 (2.79, 4.86)</td>
<td valign="top" align="center">4.53 (3.15, 6.55)</td>
<td valign="top" align="center">0.001<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">IL-1&#x03B2;, pg/mL</td>
<td valign="top" align="center">4.34 (3.95, 5.04)</td>
<td valign="top" align="center">6.33 (5.10, 8.60)</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">IL-10, pg/mL</td>
<td valign="top" align="center">2.25 (1.29, 3.13)</td>
<td valign="top" align="center">2.12 (1.12, 3.29)</td>
<td valign="top" align="center">0.367</td>
</tr>
<tr>
<td valign="top" align="left">TNF-&#x03B1;, pg/mL</td>
<td valign="top" align="center">11.28 (8.82, 14.92)</td>
<td valign="top" align="center">13.26 (10.19, 18.04)</td>
<td valign="top" align="center">0.033<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">IFN-&#x03B3;, pg/mL</td>
<td valign="top" align="center">15.19 (10.32, 20.90)</td>
<td valign="top" align="center">18.42 (15.38, 26.87)</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="t3fns1">&#x002A;</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Data are presented as median (P25, P75), (<italic>n</italic> = 56 vs. <italic>n</italic> = 56), compared by covariance (ANCOVA), with age, gender, smoking status and stroke history as covariates. HCs, health controls; PSP, Progressive supranuclear palsy; TC, total cholesterol; TG, triglycerides; HDL, high-density lipoprotein cholesterol; LDL, low-density lipoprotein cholesterol; HbA1c, hemoglobin A1c; Hcy, homocysteine; CRP, C-reactive protein; IL-6, interleukin-6; IL-1&#x03B2;, interleukin-1&#x03B2;; IL-10, interleukin-10; TNF-&#x03B1;, tumor necrosis factor-&#x03B1;; IFN-&#x03B3;, interferon &#x03B3;.</p></fn>
<fn id="t3fns1"><p>&#x002A;<italic>P</italic> &#x003C; 0.05, presents a significant difference.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Progressive supranuclear palsy is a primary 4-repeat tauopathy characterized by abnormal accumulation of hyperphosphorylated tau in neurons and glia, particularly within the brainstem and basal ganglia. This pathology is strongly associated with MAPT mutations and the H1 haplotype, both of which promote tau misfolding and aggregation into neurofibrillary tangles and glial cytoplasmic inclusions (<xref ref-type="bibr" rid="B17">Forrest et al., 2023</xref>; <xref ref-type="bibr" rid="B3">Badihian et al., 2024</xref>; <xref ref-type="bibr" rid="B13">DeRosier et al., 2024</xref>). These pathological tau species are capable of propagating in a prion-like manner and are known to elicit neuroinflammatory responses, notably through microglial activation (<xref ref-type="bibr" rid="B56">Williams, 2006</xref>). Although current tau-related biomarkers&#x2014;such as plasma and cerebrospinal fluid tau&#x2014;lack disease specificity, they may hold diagnostic and mechanistic value in PSP (<xref ref-type="bibr" rid="B21">Giannakis et al., 2025</xref>). Based on this rationale, we assessed plasma levels of total tau, p-tau181, and p-tau396 in patients with PSP and HCs. After adjusting for age, gender, smoking status and stroke history, total tau (179.4 pg/mL vs. 169.4 pg/mL, <italic>p</italic> &#x003C; 0.001) and p-tau181 (52.81 pg/mL vs. 43.72 pg/mL, <italic>p</italic> = 0.017) levels were elevated in patients with PSP compared to HCs, consistent with previous studies (<xref ref-type="bibr" rid="B36">Lin et al., 2018</xref>), whereas p-tau396 levels were not significantly different (<xref ref-type="fig" rid="F1">Figures 1O&#x2013;Q</xref> and <xref ref-type="table" rid="T3">Table 3</xref>). After adjustment for multiple covariates in multivariate regression models, higher plasma total tau levels showed positive association with carotid stenosis percentage (&#x03B2; = 0.240, <italic>p</italic> = 0.046). Similarly, elevated p-tau181 levels were independently associated with increased max-CPT (&#x03B2; = 0.434, <italic>p</italic> &#x003C; 0.001), TPN (&#x03B2; = 0.392, <italic>p</italic> = 0.003), CPS (&#x03B2; = 0.460, <italic>p</italic> &#x003C; 0.001), carotid stenosis% (&#x03B2; = 0.460, <italic>p</italic> &#x003C; 0.001), and MRA-GSS (&#x03B2; = 0.293, <italic>p</italic> = 0.014) (<xref ref-type="fig" rid="F1">Figure 1R</xref> and <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 2</xref>). Collectively, these results indicate that increased plasma levels of both total tau and p-tau181 in patients with PSP are potentially associated with greater severity of atherosclerotic changes.</p>
</sec>
<sec id="S3.SS3">
<title>3.3 Increased proportion of macrophages in the peripheral blood of patients with PSP compared to HCs is accompanied by elevated plasma pro-atherosclerotic inflammatory cytokines</title>
<p>Emerging evidence indicates a potential link between tau pathology and vascular ischemia. In primary tauopathies, regions exhibiting tau accumulation often demonstrate abnormal microvascular architecture (<xref ref-type="bibr" rid="B40">Merlini et al., 2016</xref>). Tau proteins have been identified as key inducers of microglial activation and the subsequent release of pro-inflammatory mediators within the central nervous system (<xref ref-type="bibr" rid="B19">Gao et al., 2023</xref>). At the same time, macrophage infiltration and inflammation are well-established contributors to the pathogenesis of atherosclerosis (<xref ref-type="bibr" rid="B5">Blagov et al., 2023</xref>; <xref ref-type="bibr" rid="B1">Ajoolabady et al., 2024</xref>). Given these intersecting pathways, we investigated the percentage of peripheral blood macrophages and the plasma concentrations of inflammatory cytokines associated with atherosclerosis in both groups. Flow cytometric analysis of peripheral blood (<italic>n</italic> = 10 vs. <italic>n</italic> = 10) showed that the percentage of macrophages (CD14 + CD68+) in peripheral blood was significantly higher in patients with PSP compared to HCs (6.55% vs. 4.77%, <italic>p</italic> = 0.002), and the percentage of CD86 + CD206-M1 classically activated macrophages was increased as well (95.85% vs. 92.80%, <italic>p</italic> = 0.036) (<xref ref-type="fig" rid="F2">Figures 2A, B</xref>). Analysis of the clinical data revealed that participants in the PSP group had higher plasma CRP levels (1.59 mg/L vs. 0.84 mg/L, <italic>p</italic> &#x003C; 0.001) (<italic>n</italic> = 56 vs. <italic>n</italic> = 56) (<xref ref-type="fig" rid="F2">Figure 2C</xref> and <xref ref-type="table" rid="T3">Table 3</xref>), which suggests a systemic inflammatory response in patients with PSP. In the assay of plasma inflammatory cytokines, IL-6 (4.53 pg/mL vs. 3.38 pg/mL, <italic>p</italic> = 0.001), IL-1&#x03B2; (6.33 pg/mL vs. 4.34 pg/mL, <italic>p</italic> &#x003C; 0.001), TNF-&#x03B1;(13.26 pg/mL vs. 11.28 pg/mL, <italic>p</italic> = 0.033) and IFN-&#x03B3; (18.42 pg/mL vs. 15.19 pg/mL, <italic>p</italic> &#x003C; 0.001) were elevated in patients with PSP compared to HCs (<italic>n</italic> = 56 vs. <italic>n</italic> = 56), whereas there was no significant difference in the levels of anti-atherosclerotic cytokine IL-10 (2.12 pg/mL vs. 2.25 pg/mL, <italic>p</italic> = 0.367) after adjusting for age, gender, smoking status and stroke history (<xref ref-type="fig" rid="F2">Figures 2D&#x2013;H</xref> and <xref ref-type="table" rid="T3">Table 3</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Elevated peripheral blood macrophage ratio and plasma inflammatory cytokine levels in patients with PSP. Representative flow cytometry analysis of <bold>(A)</bold> macrophages (CD14 + CD68+), and <bold>(B)</bold> classically activated macrophages (CD86 + CD206-M1) subpopulations from peripheral blood (left) and quantifications (right) in HCs (<italic>n</italic> = 10) and patients with PSP (<italic>n</italic> = 10). Plasma levels of inflammatory cytokine <bold>(C)</bold> CRP, <bold>(D)</bold> IL-6, <bold>(E)</bold> IL-1&#x03B2;, <bold>(F)</bold> IL-10, <bold>(G)</bold> TNF-&#x03B1;, and <bold>(H)</bold> IFN-&#x03B3; in HCs (<italic>n</italic> = 56) and PSP with patients (<italic>n</italic> = 56). <bold>(I)</bold> Heatmap of multivariable linear regression heatmap showing the association between inflammatory cytokine levels (CRP, IL-6, IL-1&#x03B2;, IL-10, TNF-&#x03B1;, and IFN-r) and atherosclerosis measures (max-CIMT, max-CPT, TPN, CPS, carotid stenosis% and MRA GSS) in patients with PSP (<italic>n</italic> = 56). <bold>(J)</bold> Heatmap of multivariable linear regression heatmap showing the association between tau levels (total tau, p-tau181, p-tau396) and inflammatory cytokine levels (CRP, IL-6, IL-1&#x03B2;, IL-10, TNF-&#x03B1;, and IFN-r) in patients with PSP (<italic>n</italic> = 56). Results are expressed as mean and SD. Statistical approaches: <bold>(A, B)</bold> unpaired non-parametric Mann-Whitney U tests, <bold>(C&#x2013;H)</bold> covariance (ANCOVA), with age, gender, smoking status and stroke history as covariates, <bold>(I, J)</bold> multivariable linear regression. In heatmaps, each cell represents the standardized regression coefficient (&#x03B2;) derived from multivariable linear regression models, where each <italic>Y</italic>-axis was regressed on <italic>X</italic>-axis while adjusting for age, gender, smoking history, hypertension, diabetes, and dyslipidemia. The color intensity of heatmap indicates the strength and direction of association (&#x03B2;), with positive associations shown in red and negative in blue. <italic>P</italic> &#x003C; 0.05 indicates statistical significance (&#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001), and ns indicates <italic>p</italic> &#x2265; 0.05.</p></caption>
<alt-text>&#x201C;Flow cytometry and statistical data comparing healthy controls (HCs) and individuals with progressive supranuclear palsy (PSP). (A) and (B) show scatter plots and bar graphs of CD14+CD68+ and CD86+CD206+ populations with significant differences noted by asterisks. (C)-(H) display box plots of cytokine levels, including CRP, IL-6, IL-1&#x03B2;, IL-10, TNF&#x03B1;, and IFN&#x03B3;, with varying significance levels. (I) and (J) are heat maps showing correlations between inflammatory markers and clinical parameters, with significant correlations marked by asterisks.&#x201D;</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-17-1608631-g002.tif"/>
</fig>
<p>Subsequent multivariate linear regression models revealed that elevated IL-6 levels were independently associated with increased max-CIMT (&#x03B2; = 0.331, <italic>p</italic> = 0.013), max-CPT (&#x03B2; = 0.265, <italic>p</italic> = 0.044), TPN (&#x03B2; = 0.322, <italic>p</italic> = 0.014), and carotid stenosis% (&#x03B2; = 0.243, <italic>p</italic> = 0.044). Similarly, higher IFN-&#x03B3; levels correlated with greater max-CPT (&#x03B2; = 0.341, <italic>p</italic> = 0.007), TPN (&#x03B2; = 0.265, <italic>p</italic> = 0.040), CPS (&#x03B2; = 0.307, <italic>p</italic> = 0.010), and carotid stenosis percentage (&#x03B2; = 0.251, <italic>p</italic> = 0.032) (<xref ref-type="fig" rid="F2">Figure 2I</xref> and <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 3</xref>). Further multivariate linear regression revealed positive correlations of total tau with IL-6 (&#x03B2; = 0.346, <italic>p</italic> = 0.014) and IL-1&#x03B2; (&#x03B2; = 0.312, <italic>p</italic> = 0.028), and of p-tau181 with IL-1&#x03B2; (&#x03B2; = 0.379, <italic>p</italic> = 0.008) in patients with PSP (<xref ref-type="fig" rid="F2">Figure 2J</xref> and <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 4</xref>). These results demonstrate that elevated plasma IL-6 levels in PSP patients show significant positive correlations with both multiple atherosclerosis indices and total tau levels, suggesting a potential mechanistic link between tau-associated systemic inflammation and accelerated atherosclerosis in this population.</p>
</sec>
<sec id="S3.SS4">
<title>3.4 Aortic wall thickening in tau-PFFs-injected mice is accompanied by increased macrophages and elevated inflammatory cytokines</title>
<p>To investigate the role of tau in the activation of peripheral blood macrophages to release inflammatory factors and atherosclerotic processes, we injected tau-PFFs into the tail vein to increase the peripheral blood tau protein concentration in C57BL/6J mice, while the control group was injected with sterile PBS. Aortic tissue and blood were collected 3 months after the start of the injection (<xref ref-type="fig" rid="F3">Figure 3A</xref>). Oil Red O and H&#x0026;E staining of the aortic arch in the tau-PFF group revealed heterogeneous thickening of the arterial wall with structural disorganization and increased cell numbers without atherosclerotic plaque formation (<xref ref-type="fig" rid="F3">Figures 3B, C</xref>). Since CD68 is a marker of macrophages, the increased CD68 expression, as assessed by immunohistochemical staining and western blotting (<italic>p</italic> = 0.002), suggested macrophage infiltration into the arterial wall in the tau-PFF groups (<xref ref-type="fig" rid="F3">Figures 3D, E</xref>). In addition, western blot analysis revealed significantly upregulated expression of tau (<italic>p</italic> = 0.015), IL-6 (<italic>p</italic> = 0.002), and IL-1&#x03B2; (<italic>p</italic> = 0.004) in the tau-PFFs groups compared to controls (<xref ref-type="fig" rid="F3">Figure 3E</xref>), confirming enhanced tau deposition and inflammatory responses within the arterial wall. Similarly, flow cytometric analysis revealed enhanced macrophage subpopulations (CD11b + F4/80+) (7.75% vs. 4.41%, <italic>p</italic> = 0.026) in the peripheral blood of the tau-PFFs group compared to the control group (<italic>n</italic> = 6 vs. <italic>n</italic> = 6) (<xref ref-type="fig" rid="F3">Figure 3F</xref>). ELISA of murine plasma inflammatory cytokines revealed elevated levels of IL-6 (<italic>p</italic> = 0.009), IL-1&#x03B2; (<italic>p</italic> = 0.026), and TNF-&#x03B1; (<italic>p</italic> = 0.015) in the tau-PFFs group compared to the control group, indicating an enhanced tau-induced inflammatory response in the peripheral blood (<xref ref-type="fig" rid="F3">Figure 3G&#x2013;I</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Mouse model confirms impact of tau-PFFs on atherosclerosis development. <bold>(A)</bold> The flow chart of the animal experiment. Representative image of <bold>(B)</bold> Oil Red O staining and <bold>(C)</bold> H&#x0026;E staining of the aortic arch to detect morphologic changes in the vessel wall (left) and quantifications (right). Representative images of immunohistochemical detection of <bold>(D)</bold> macrophages (CD68) in the aorta arch (left) and quantifications (right). Scale bar: 50 &#x03BC;m. <bold>(E)</bold> Representative immunoblot images of CD68, tau, IL-6, IL-1&#x03B2;, and TNF-a in the aorta (left) and quantifications (right). The loading controls (GAPDH) were run on different gels in the same experiment (<italic>n</italic> = 6). <bold>(F)</bold> Representative flow cytometry analysis of macrophages (CD11b + F4/80+) subpopulations from peripheral blood (left) and quantifications (right) of PBS (<italic>n</italic> = 6) and tau-PFFs groups (<italic>n</italic> = 6). <bold>(G&#x2013;I)</bold> Plasma levels of inflammatory cytokine (IL-6, IL-1&#x03B2;, and TNF-&#x03B1;) in PBS (<italic>n</italic> = 6) and tau-PFFs groups (<italic>n</italic> = 6). Results are expressed as mean and SD. Statistical approaches: <bold>(B&#x2013;I)</bold> unpaired non-parametric Mann-Whitney U tests. <italic>P</italic> &#x003C; 0.05 indicates statistical significance (&#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01), and ns indicates <italic>p</italic> &#x2265; 0.05.</p></caption>
<alt-text>&#x201C;A scientific figure with six panels: (A) Diagram of a study design showing tail vein injections in mice, comparing PBS and tau-PFFs groups, sacrificed at 12 weeks. (B) Oil Red O staining showing greater arterial wall thickness in the tau-PFFs group. (C) H&#x0026;E staining showing greater arterial wall thickness in the tau-PFFs group.(D) CD68 staining indicating increased positive areas in tau-PFFs. (E) Western blot analysis showed increased expression of CD68, tau, IL-6 and IL-1&#x03B2; in tau-PFFs group. Bar graphs illustrate the results. (F) Flow cytometry plots show an increase in CD11b+F4/80+ cells in tau-PFFs, with bar graphs. (G-I) Bar graphs showing increased plasma IL-6, IL-1b, TNF-a in tau-PFFs group. Statistical significance noted (*, **). This version more accurately describes the visual elements while maintaining accessibility guidelines.&#x201D;</alt-text>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-17-1608631-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>4 Discussion</title>
<p>In the present study, we identified a greater degree of atherosclerosis in patients with PSP than in HCs. In addition, patients with PSP had increased macrophage proportions and elevated levels of pro-atherosclerotic inflammatory factors, which were positively correlated with total plasma tau levels and the degree of atherosclerosis. Animal studies demonstrated that chronic tau-PFFs administration via tail vein injection significantly enhanced aortic macrophage infiltration and inflammatory responses, accompanied by localized intimal thickening - a potential precursor of atherosclerotic lesions. Our study contributes to the understanding of the association between PSP and atherosclerotic disease and provides evidence for the etiology of high cerebrovascular morbidity in patients with PSP.</p>
<p>Carotid atherosclerosis is a reflection of systemic atherosclerosis associated with systemic vascular disease and is strongly associated with new-onset ischemic stroke (<xref ref-type="bibr" rid="B15">Faxon et al., 2004</xref>). MRA is a validated technique for the assessment of intracranial vascular stenosis with a sensitivity for the correct diagnosis of intracranial stenosis and a specificity of 70% and 99%, respectively (<xref ref-type="bibr" rid="B4">Bash et al., 2005</xref>). Our study confirmed the presence of a heavier carotid and intracranial atherosclerotic burden in patients with PSP based on the results of carotid ultrasonography and MRA, indicating a higher susceptibility to cerebrovascular disease.</p>
<p>The measurement of plasma tau showed that the total tau and p-tau181 levels in patients were higher than those in HCs, which was positively correlated with the degree of atherosclerosis. A prior study utilizing the Simoa kit to measure plasma total-tau levels in 8 PSP patients and 33 healthy controls reported no significant intergroup differences (<xref ref-type="bibr" rid="B35">Li et al., 2022</xref>). However, disparities in sample sizes and baseline clinical characteristics between two studys may have limited statistical power. These findings highlight the need for large-scale, multicenter studies with matched cohorts in order to definitively assess changes in plasma tau in PSP. The role of tau proteins in vascular disease is not fully understood, but a previous study found a positive correlation between the severity of cerebral amyloid angiopathy and tau burden (<xref ref-type="bibr" rid="B47">Rabin et al., 2022</xref>). In this study, we hypothesized that tau plays a driving role in atherosclerosis.</p>
<p>An increased percentage of classical monocytes in peripheral blood and significant differences in serum IL-1&#x03B2; and IL-6 levels in patients with PSP compared to HCs have been reported in a few studies (<xref ref-type="bibr" rid="B26">Grozdanov et al., 2014</xref>; <xref ref-type="bibr" rid="B38">Madetko-Alster et al., 2023</xref>). It is well known that peripheral blood macrophages not only secrete inflammatory factors but also differentiate into foam cells in the aortic endothelium, which play an important role in the atherosclerotic process (<xref ref-type="bibr" rid="B52">Tabas and Bornfeldt, 2016</xref>). In our study, we observed elevated levels of macrophages and pro-atherosclerotic inflammatory factors in the peripheral blood of patients with PSP, which may be associated with tau. Tau proteins are major inducers of microglial activation in the brains of patients with PSP (<xref ref-type="bibr" rid="B19">Gao et al., 2023</xref>). Microglia, which act as macrophages of the central nervous system, phagocytose various tau proteins, become activated, and release inflammatory factors (<xref ref-type="bibr" rid="B39">Majerova et al., 2014</xref>; <xref ref-type="bibr" rid="B6">Bol&#x00F3;s et al., 2016</xref>). Immunochemical analysis of brain tissue from patients with PSP showed activation and increased numbers of microglia in the substantia nigra compacta, subthalamic nucleus, pyramidal, and extrapyramidal motor systems, which correlated positively with tau burden, and upregulated expression levels of pro-inflammatory factors such as IL-1&#x03B2; were found in the substantia nigra (<xref ref-type="bibr" rid="B19">Gao et al., 2023</xref>). Similarly, our findings support a potential role of inflammation in PSP pathogenesis. Current evidence suggests PSP arises from multifactorial interactions between genetic susceptibility (notably MAPT variants affecting tau metabolism) and environmental influences (e.g., chronic inflammation) (<xref ref-type="bibr" rid="B42">M&#x00FC;ller et al., 2025</xref>). Inflammation is both a consequence of tau pathology and may accelerate disease progression through positive feedback loops (<xref ref-type="bibr" rid="B12">Darricau et al., 2023</xref>; <xref ref-type="bibr" rid="B38">Madetko-Alster et al., 2023</xref>; <xref ref-type="bibr" rid="B43">Mu&#x00F1;oz-Delgado et al., 2024</xref>). Future studies are needed to further clarify the molecular associations between specific genetic variants and inflammatory pathways. Moreover, enhanced peripheral inflammatory responses have been observed in various neurodegenerative diseases, including PD and AD (<xref ref-type="bibr" rid="B44">Mu&#x00F1;oz-Delgado et al., 2023</xref>; <xref ref-type="bibr" rid="B53">Walker et al., 2023</xref>). Peripheral inflammation exacerbates the progression of these diseases through multiple pathways, including immune cell infiltration, cytokine release and metabolite effects, and it exhibits heterogeneity in different diseases (<xref ref-type="bibr" rid="B14">Dias-Carvalho et al., 2024</xref>; <xref ref-type="bibr" rid="B2">Asimakidou et al., 2025</xref>; <xref ref-type="bibr" rid="B45">Oyamada et al., 2025</xref>). While interventions targeting peripheral inflammation may offer new avenues for treatment, a deeper understanding of the underlying mechanisms and their clinical translation is still required.</p>
<p>A previous study demonstrated that the addition of tau oligomers and fibrils to primary microglial cell cultures induced microglial activation and the secretion of pro-inflammatory cytokines (<xref ref-type="bibr" rid="B41">Morales et al., 2013</xref>). Our animal data suggest that increased pathological tau in the peripheral blood induces macrophage proliferation, enhances inflammatory responses in peripheral tissues, and may also induce the development of atherosclerosis. However, we did not find typical atherosclerotic plaques, which may require a longer period of time or a more intense stimulus. We found increased tau expression in the aorta. Previous studies have shown that tau oligomers accumulate in the cerebral microvasculature of patients with AD and PSP (<xref ref-type="bibr" rid="B7">Castillo-Carranza et al., 2017</xref>). Although the specific role of tau accumulation in atherosclerosis is unknown, it may represent a novel mechanism by which the functional and structural integrity of blood vessels is compromised. This potential tau-atherosclerosis interaction aligns with established mechanisms whereby CNS-derived tau proteins may amplify peripheral inflammation through microglial activation and blood-brain barrier dysfunction (<xref ref-type="bibr" rid="B28">Hossen et al., 2024</xref>; <xref ref-type="bibr" rid="B33">Kim et al., 2024</xref>), though causal relationships require further longitudinal validation.</p>
<p>However, this study had a few limitations. First, in terms of clinical studies, the participants were from a single center; future multicenter studies are needed to confirm these results. In addition, this study included patients with a clinical diagnosis of probable or possible PSP but no pathological diagnosis. Given that neuropathological examination remains the diagnostic gold standard for PSP, future examination of brain, vascular, and systemic tissues from postmortem PSP cases could help confirm the presence and distribution of tau pathology, as well as associated vascular inflammation and structural changes, such as endothelial activation, intimal thickening, or immune cell infiltration. Integrating neuropathological data with ante-mortem imaging and biomarker profiles may further enhance our understanding of the tau&#x2013;inflammation and its role in PSP. Secondly, while our current study focused on systemic and vascular responses to repeated tau-PFFs exposure, further work is needed to clarify whether these changes translate into functional motor impairments relevant to PSP. Additionally, histological analysis of central motor regions will help determine whether vascular damage co-localizes with tau pathology. These efforts will provide a more integrated understanding of the tau in disease progression and improve the mechanistic relevance of this model.</p>
<p>In summary, this study indicated that patients with PSP are more susceptible to cerebrovascular disease and have an enhanced inflammatory response in the circulatory system. Pathological tau contributes to macrophage proliferation and inflammation, potentially promoting atherosclerosis development. Clinicians should consider screening patients with PSP for atherosclerosis and monitoring inflammatory markers to mitigate cardiovascular risk. Targeting tau pathology and associated inflammation may offer a promising therapeutic strategy for reducing cardiovascular risk in patients with PSP. Overall, our findings underscore the importance of recognizing and addressing vascular complications in PSP to enhance patient outcomes.</p>
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<back>
<sec id="S5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in this study are included in this article, raw data files are available from the corresponding author upon reasonable request.</p>
</sec>
<sec id="S6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Ethics Committee of the First Affiliated Hospital of Zhengzhou University. 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. The animal study was approved by the Ethics Committee of the First Affiliated Hospital of Zhengzhou University. The study was conducted in accordance with the local legislation and institutional requirements. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="S7" sec-type="author-contributions">
<title>Author contributions</title>
<p>Y-XH: Writing &#x2013; original draft, Writing &#x2013; review and editing, Software, Methodology, Visualization, Conceptualization, Data curation, Investigation. RZ: Validation, Methodology, Conceptualization, Writing &#x2013; review and editing, Funding acquisition. CX: Visualization, Software, Writing &#x2013; original draft. S-FJ: Writing &#x2013; original draft, Methodology, Data curation, Investigation. W-JD: Resources, Writing &#x2013; review and editing, Supervision, Conceptualization. J-FT: Supervision, Conceptualization, Writing &#x2013; review and editing, Resources.</p>
</sec>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by grants from the National Natural Science Foundation of China (No. 82201407).</p>
</sec>
<ack><p>We thank all the staff at the First Affiliated Hospital of Zhengzhou University for their help in collecting patient samples.</p>
</ack>
<sec id="S9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="S10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="S11" sec-type="disclaimer">
<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 id="S12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnagi.2025.1608631/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnagi.2025.1608631/full#supplementary-material</ext-link></p>
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