1.Older adults' perceptions of dementia: A multiple case study in Cebu City, Philippines
Philippine Journal of Nursing 2025;95(2):62-70
BACKGROUND
Dementia is a progressive syndrome that leads to cognitive and functional decline among older adults, yet it remains widely misunderstood and often perceived as a normal part of aging. In the Philippines, cultural idioms and limited awareness contribute to stigma, delayed diagnosis, and inadequate care. This study explored how older adults in Cebu City perceive dementia, examining how cultural beliefs shape their understanding, and how openness to learning emerges when the condition is explained in clearer, culturally resonant terms.
METHODA multiple qualitative case study design was employed involving five older adults aged 60 and above. In-depth interviews were conducted and analyzed using qualitative content analysis supported by NVivo software. Trustworthiness was ensured through Lincoln and Guba's criteria of credibility, dependability, transferability, and confirmability.
RESULTSThree overarching themes with corresponding subthemes were identified: (1) Unraveling the Cognitive Puzzle: fragmented knowledge, experiential learning, and cultural framings that normalize dementia; (2) The Myths of Aging: beliefs that aging equates to inevitable decline, reinforced by cultural idioms, and blurred boundaries between normal aging and disease; and (3) Discovering Hope in Aging: transformation from fatalism to awareness, readiness for education, and empowerment through understanding. Together, these themes trace a trajectory from confusion to fatalism to hope.
CONCLUSIONOlder adults' perceptions of dementia are shaped by cultural narratives yet remain open to transformation through culturally sensitive education.
IMPLICATIONS FOR NURSING PRACTICENurses can lead community-based dementia education, screening, and caregiver support, reframing cultural beliefs into opportunities for early recognition and proactive engagement toward dementia-friendly communities.
Human ; Adult ; Cebus ; Dementia ; Philippines
2.Learning to not forget: Dementia risk awareness of hypertensive Filipino adults residing in the Philippines - Study protocol.
Maxine Adrienne Jill A. ROQUE ; Reia Angela E. RINGOR ; John Bryan C. RAZALAN ; Fatima May L. RIEGO ; Maria Leana Alexis U. ROCA ; Sebastien Zoe G. RODRIGUEZ ; Amanda Gabrielle L. ROMERO ; Vito C. ROQUE III ; Ida Marie T. LIM ; Inocencio P. ALEJANDRO
Journal of Medicine University of Santo Tomas 2025;9(S1):110-114
BACKGROUND
Hypertension is a major contributor to cognitive decline, and dementia is an increasing public health concern in the Philippines. Despite evidence linking these conditions, the awareness of dementia risk remains limited. Broader modifiable factors—such as nutrition, physical activity, smoking, alcohol use and sleep—also influence dementia risk but are not consistently emphasized in health education for hypertensive adults.
OBJECTIVETo comprehensively assess the dementia risk awareness of hypertensive Filipino adults residing in the Philippines.
METHODSAn adapted questionnaire will gather data on dementia risk awareness among hypertensive Filipino adults. Phase I involves distributing the questionnaire via Google Forms on social media and collecting informed consent, the Personal Data Sheet (PDS), Dementia Knowledge Assessment Scale (DKAS) responses and self-reported modifiable risk factors from the McCance Brain Care Score (BCS). Phase II consists of quantitative analysis using descriptive statistics, including sub-analyses assessing correlations between dementia risk awareness and secondary measures.
EXPECTED RESULTSAt least 384 responses from hypertensive Filipino adults are anticipated, allowing classification into dementia risk–aware or dementia risk–unaware groups using DKAS thresholds. Exploratory analyses will describe potential associations between dementia risk awareness and selected modifiable risk factors
Human ; Male ; Female ; Adolescent: 13-18 Yrs Old ; Young Adult: 19-24 Yrs Old ; Adult: 25-44 Yrs Old ; Middle Aged: 45-64 Yrs Old ; Adult ; Awareness ; Dementia ; Learning ; Philippines ; Risk
3.Food-derived bioactive peptides: health benefits, structure‒activity relationships, and translational prospects.
Hongda CHEN ; Jiabei SUN ; Haolie FANG ; Yuanyuan LIN ; Han WU ; Dongqiang LIN ; Zhijian YANG ; Quan ZHOU ; Bingxiang ZHAO ; Tianhua ZHOU ; Jianping WU ; Shanshan LI ; Xiangrui LIU
Journal of Zhejiang University. Science. B 2025;26(11):1037-1058
Food-derived bioactive peptides (FBPs), particularly those with ten or fewer amino acid residues and a molecular weight below 1300 Da, have gained increasing attention for their safe, diverse structures and specific biological activities. The development of FBP-based functional foods and potential medications depends on understanding their structure‒activity relationships (SARs), stability, and bioavailability properties. In this review, we provide an in-depth overview of the roles of FBPs in treating various diseases, including Alzheimer's disease, hypertension, type 2 diabetes mellitus, liver diseases, and inflammatory bowel diseases, based on the literature from July 2017 to Mar. 2023. Subsequently, attention is directed toward elucidating the associations between the bioactivities and structural characteristics (e.g., molecular weight and the presence of specific amino acids within sequences and compositions) of FBPs. We also discuss in silico approaches for FBP screening and their limitations. Finally, we summarize recent advancements in formulation techniques to improve the bioavailability of FBPs in the food industry, thereby contributing to healthcare applications.
Humans
;
Peptides/therapeutic use*
;
Structure-Activity Relationship
;
Functional Food
;
Diabetes Mellitus, Type 2/drug therapy*
;
Biological Availability
;
Alzheimer Disease/drug therapy*
;
Inflammatory Bowel Diseases/drug therapy*
;
Hypertension/drug therapy*
;
Liver Diseases/drug therapy*
;
Bioactive Peptides, Dietary
4.n-butanol fraction of ethanol extract of Periploca forrestii Schltr.: its active components, targets and pathways for treating Alcheimer's disease in rats.
Niandong RAN ; Jie LIU ; Jian XU ; Yongping ZHANG ; Jiangtao GUO
Journal of Southern Medical University 2025;45(4):785-798
OBJECTIVES:
To investigate the active components and possible mechanisms of n-butanol fraction of Periploca forrestii Schltr. ethanol extract for treating Alzheimer's disease (AD).
METHODS:
The active components of n-butanol fraction of Periploca forrestii Schltr. ethanol extract were analyzed using UPLC-QE-MS technique. In a SD rat model of AD induced by treatment with AlCl3 and D-gal, the therapeutic effects of low, moderate and high doses of the n-butanol fraction, saline, and donepezil hydrochloride were evaluated using ELISA, HE and Nissl staining, immunohistochemistry and Western blotting. The therapeutic mechanisms of the n-butanol fraction were explored using network pharmacology and molecular docking.
RESULTS:
Seventeen active components were identified from the n-butanol fraction of Periploca forrestii Schltr. ethanol extract, including phenylpropanoids, flavonoids, anthraquinones, triterpenoids, steroids, and volatile oils. In the rat models of AD, treatment with the n-butanol fraction significantly lowed AChE content in the hippocampus, increased the contents of ACh, SOD, CAT, and GSH-Px, enhanced the expressions of neuronal apoptotic factors Bcl-2, PI3K, Akt, p-PI3K, and p-Akt, and reduced the expressions of Bax and caspase-3 proteins. The treatment also dose-dependently up-regulated hippocampal expressions of Nrf-2, HO-1 and BDNF and down-regulated Keap-1, Aβ and Tau expressions. Bioinformatics analysis identified 14 key intersected targets (including TNF, AKT1 and ESR1) between the n-butanol fraction and AD.
CONCLUSIONS
The therapeutic effect of n-butanol fraction of Periploca forrestii Schltr. ethanol extract in AD mice is mediated by its multiple active components that regulate multiple targets and pathways.
Animals
;
Rats, Sprague-Dawley
;
Rats
;
1-Butanol/chemistry*
;
Plant Extracts/pharmacology*
;
Periploca/chemistry*
;
Ethanol/chemistry*
;
Alzheimer Disease/drug therapy*
;
Male
;
Molecular Docking Simulation
;
Apoptosis/drug effects*
5.Mechanism of "olfactory three needles" in regulating microglia and promoting remyelination in vascular dementia rats.
Le LI ; Qiang WANG ; Junyang LIU ; Weijia ZHAO ; Jiawei ZENG ; Bingbing ZHANG ; Ruirui MAO ; Weixing FENG ; Jie LI
Chinese Acupuncture & Moxibustion 2025;45(4):473-481
OBJECTIVE:
To observe the effects of "olfactory three needles" on cognition, learning and memory abilities, as well as hippocampal microglia (MG) phagocytic activity in vascular dementia (VD) rats, and explore the mechanisms of acupuncture in regulating MG activation and improving remyelination, so as to ameliorate VD.
METHODS:
Among 38 SD rats meeting experimental requirements, 9 rats were randomly assigned to a sham-operation group, and the remaining rats underwent permanent bilateral common carotid artery ligation to establish VD model. Eighteen successfully modeled rats were randomly divided into a model group and an electroacupuncture (EA) group, with 9 rats in each one. In the EA group, EA was performed at "olfactory three needles" ("Yintang" [GV24+] and bilateral "Yingxiang" [LI20]), at disperse-dense wave, the frequency of 2 Hz/15 Hz and the current intensity of 1 mA, for 15 min per intervention, once daily. One course was composed of 7 days, and 2 courses were required, with the interval of 2 days. The novel object recognition test was employed to assess the cognition of rats, and the Morris water maze was adopted to observe learning and memory abilities. Luxol fast blue (LFB) staining was performed to evaluate myelin sheath loss in the hippocampus, the Western blot was used to detect the protein expression of triggering receptor expressed on myeloid cells-2 (TREM2) and proteolipid protein (PLP) in the hippocampus; and the immunofluorescence staining was used to detect the positive expression of PLP, sex determining region Y-box 10 (SOX10), ionized calcium binding adaptor molecule 1 (Iba1)+ TREM2+ and Iba1+ lysosome-associated membrane protein 1 (LAMP1)+ in the hippocampus.
RESULTS:
Compared with the sham-operation group, the rats in the model group exhibited the prolonged escape latency on day 3 and 4 (P<0.05, P<0.01), the increase of the total distance traveling (P<0.01) and the decrease of the recognition index (RI) and platform crossing frequency (P<0.01). Compared with the model group, the rats in the EA group showed the shortened escape latency on day 3 and 4 (P<0.05), the decrease of total distance traveling (P<0.01) and the increase of RI and platform crossing frequency (P<0.05, P<0.01). When compared with the sham-operation group, the rats of the model group presented uneven staining, sparse arrangement of myelin sheath fibers, unclear contours, and prominent vacuole-like changes in the hippocampal CA1 region. When compared with the model group, the EA group showed more dense staining, the increase of myelin sheath fibers with more orderly alignment, and fewer vacuolar changes in the hippocampal CA1 region. Compared with the sham-operation group, the model group exhibited the increase of TREM2 protein expression and the decrease of PLP protein expression in the hippocampus (P<0.01), whereas the EA group showed the up-regulation of TREM2 and PLP protein expression when compared with the model group (P<0.01, P<0.05). The positive expression of the hippocampal PLP, SOX10, and Iba1+LAMP1+ in the model group was reduced in comparison with the sham-operation group (P<0.05, P<0.01), and the positive expression of Iba1+ TREM2+ was elevated (P<0.05). In the EA group, the positive expression of PLP, SOX10, Iba1+TREM2+, and Iba1+ LAMP1+ was higher compared with that in the model group (P<0.05, P<0.01).
CONCLUSION
"Olfactory three needles" can improve the learning and memory, and cognitive functions of VD rats, and its mechanism may be associated with the up-regulation of TREM2 and LAMP1 to adjust MG phagocytic activity and intracellular degradation, and promote remyelination.
Animals
;
Dementia, Vascular/metabolism*
;
Rats
;
Rats, Sprague-Dawley
;
Microglia/metabolism*
;
Male
;
Acupuncture Therapy/instrumentation*
;
Acupuncture Points
;
Humans
;
Remyelination
;
Memory
;
Hippocampus/cytology*
;
Cognition
;
Electroacupuncture
;
Needles
6.Research progress of acupuncture for the prevention and treatment of Alzheimer's disease based on the "kidney-governor vessel-brain" axis.
Qian TAN ; Yanjun DU ; Min YOU
Chinese Acupuncture & Moxibustion 2025;45(5):601-608
This paper explores the research progress of acupuncture for the prevention and treatment of Alzheimer's disease (AD) based on the "kidney-governor vessel-brain" axis. According to the fundamental pathogenesis of AD in traditional Chinese medicine (TCM), which attributes to kidney deficiency, marrow depletion, and impaired mental faculties, as well as the governor vessel's connection between the kidney and brain, the concept of the "kidney-governor vessel-brain" axis is proposed. The theoretical basis of the "kidney-governor vessel-brain" axis is analyzed based on the meridian pathway and physiological functions of the governor vessel, as well as the interdependent and mutually reinforcing relationships among the kidney, governor vessel, and brain. The relationship between AD and the "kidney-governor vessel-brain" axis is elucidated from both traditional medical theories and modern biological perspectives. Integrating clinical and mechanistic research on AD prevention and treatment based on this axis, it is suggested that the "kidney-governor vessel-brain" axis provides valuable insights and references for future research on AD prevention and treatment.
Humans
;
Alzheimer Disease/physiopathology*
;
Acupuncture Therapy
;
Kidney/blood supply*
;
Brain/blood supply*
;
Meridians
;
Blood Vessels/physiopathology*
7.Effect of electroacupuncture on learning and memory abilities in vascular dementia rats via the NCOA4/FTH1 signaling pathway-mediated ferritinophagy.
Wei SUN ; Yinghua CHEN ; Tong WU ; Hongxu ZHAO ; Haoyu WANG ; Ruiqi QIN ; Xiaoqing SU ; Junfeng LI ; Yuanyu SONG ; Yue MIAO ; Xinran LI ; Yusheng HAN
Chinese Acupuncture & Moxibustion 2025;45(9):1271-1280
OBJECTIVE:
To observe the effect of electroacupuncture at "Sishencong" (EX-HN1) and "Fengchi" (GB20) on hippocampal neuronal ferritinophagy mediated by the nuclear receptor coactivator 4 (NCOA4)/ferritin heavy chain 1 (FTH1) signaling pathway in vascular dementia (VD) rats, and to explore the potential mechanisms of electroacupuncture for VD.
METHODS:
A total of 60 male rats of SPF grade were randomly divided into a blank group (12 rats), a sham surgery group (12 rats) and a modeling group (36 rats). In the modeling group, the modified 4-vessel occlusion method was used to establish the VD model. The 24 successfully modeled rats were randomly divided into a model group and an electroacupuncture group, with 12 rats in each group. In the electroacupuncture group, electroacupuncture was applied at left and right "Sishencong" (EX-HN1), and bilateral "Fengchi" (GB20), with continuous wave, in frequency of 2 Hz and current intensity of 1 mA, 30 min a time, once daily for 21 consecutive days. The learning and memory abilities were assessed using the Morris water maze test before modeling, after modeling and after intervention, as well as the novel object recognition test after intervention. After intervention, the neuronal morphology in the hippocampus was observed by Nissl staining; the iron deposition was observed by Prussian blue staining; the reactive oxygen species (ROS) level was detected by dihydroethidium (DHE) fluorescence staining; the levels of iron, malondialdehyde (MDA) and superoxide dismutase (SOD) in the hippocampal tissue were measured by the colorimetric assay, TBA method, and WST-1 method, respectively; the positive expression of NCOA4, FTH1 and glutathione peroxidase 4 (GPX4) was detected by immunohistochemistry; the protein expression of NCOA4, FTH1, GPX4, and the ratio of microtubule-associated protein 1 light chain 3B (LC3B) Ⅱ/Ⅰ in the hippocampus were detected by Western blot.
RESULTS:
Compared with the sham surgery group, in the model group, the escape latency was prolonged, and the number of platform crossings reduced (P<0.01), the recognition index (RI) was decreased (P<0.01); the hippocampal neurons displayed a blurred laminar structure, disorganized cellular arrangement, and the number of Nissl bodies was decreased (P<0.01); the percentage of iron deposition area in the hippocampus was increased (P<0.01); in the hippocampus, the levels of ROS, iron, MDA, and the protein expression of NCOA4, as well as the LC3B Ⅱ/Ⅰ ratio were increased (P<0.01), the SOD level, and the protein expression of FTH1 and GPX4 were decreased (P<0.01). Compared with the model group, in the electroacupuncture group, the escape latency was shortened and the number of platform crossings was increased (P<0.01), the RI was increased (P<0.01); the hippocampal neurons exhibited more regular morphology, better-organized cellular structure, and the number of Nissl bodies was increased (P<0.05); the percentage of iron deposition area in the hippocampus reduced (P<0.01); in the hippocampus, the levels of ROS, iron, MDA, and the protein expression of NCOA4, as well as the LC3B Ⅱ/Ⅰ ratio were decreased (P<0.01, P<0.05), the SOD level, and the protein expression of FTH1 and GPX4 were increased (P<0.01).
CONCLUSION
Electroacupuncture at "Sishencong" (EX-HN1) and "Fengchi" (GB20) can improve learning and memory abilities in VD rats, and its mechanism may be associated with the regulation of the hippocampal NCOA4/FTH1 signaling pathway, inhibition of ferritinophagy, and alleviation of oxidative stress damage.
Animals
;
Electroacupuncture
;
Dementia, Vascular/genetics*
;
Male
;
Rats
;
Signal Transduction
;
Humans
;
Memory
;
Rats, Sprague-Dawley
;
Nuclear Receptor Coactivators/genetics*
;
Ferritins/genetics*
;
Learning
;
Hippocampus/metabolism*
;
Acupuncture Points
8.Effects of Huayu Tongluo moxibustion on learning and memory ability and neuronal injury in the hippocampal CA1 region in vascular dementia rats via the NLRP3/Caspase-1/GSDMD signaling pathway.
Shuaihui QIU ; Qiqi YANG ; Jun YANG ; Kepo WANG ; Xinhua ZHOU ; Weiran LI ; Peiyun WANG ; Fei LI
Chinese Acupuncture & Moxibustion 2025;45(11):1591-1599
OBJECTIVE:
To observe the effect of Huayu Tongluo moxibustion on the NOD-like receptor protein 3 (NLRP3)/cysteine-aspartic acid protease-1 (Caspase-1)/gasdermin D (GSDMD) signaling pathway in rats with vascular dementia (VD), and to explore its mechanism in improving learning and memory ability and alleviating neuronal injury in the hippocampal CA1 region.
METHODS:
A total of 80 SPF-grade male Wistar rats were included. Three rats were excluded based on the Morris water maze test. From the remaining rats, 12 were randomly selected as the sham operation group. The rest were used to establish VD models via modified bilateral common carotid artery ligation. Thirty-six successfully modeled rats were randomly divided into a model group, a medication group, and a moxibustion group, with 12 rats in each group. The medication group was treated with nimodipine solution (12 mg/kg) via gavage. The moxibustion group was treated with Huayu Tongluo moxibustion. The suspended moxibustion was applied at Shenting (GV24) and Dazhui (GV14), and aconite cake-separated moxibustion was applied at Baihui (GV20), with each acupoint treated for 20 min. All treatments were administered once daily for 21 consecutive days. Before and after modeling, and after intervention, the Morris water maze test was used to assess cognitive function. After intervention, the activation and morphology of microglia in the hippocampal CA1 region were observed by immunofluorescence. Ultrastructure of hippocampal CA1 neurons was examined by transmission electron microscopy. Western blot was used to detect protein expression of NLRP3, apoptosis-associated speck-like protein (ASC), Caspase-1, GSDMD, and interleukin-1β (IL-1β) in the hippocampal CA1 region. ELISA was used to detect the content of IL-6, IL-8, and tumor necrosis factor-α (TNF-α) in the hippocampal CA1 region.
RESULTS:
Compared with the sham operation group, the model group showed longer mean escape latency (P<0.01) and fewer platform crossings (P<0.01); the microglial processes in the hippocampal CA1 region were thickened, cytoplasm was hypertrophic, and relative fluorescence intensity of ionized calcium-binding adapter molecule 1 (IBA-1) was increased (P<0.05); the neuronal ultrastructure in the CA1 region was severely damaged, rough endoplasmic reticulum was swollen, mitochondria were deformed and swollen, some cristae were ruptured or dissolved, showing vacuolar changes; the protein expression of NLRP3, ASC, Caspase-1, GSDMD, and IL-1β, as well as levels of IL-6, IL-8, and TNF-α were significantly elevated (P<0.001). Compared with the model group, both the medication group and the moxibustion group showed shortened mean escape latency (P<0.01) and increased platform crossings (P<0.01); the microglial processes were thinner, and IBA-1 fluorescence intensity was decreased (P<0.05); the neuronal ultrastructure in the CA1 region was partially improved; the protein expression of NLRP3, ASC, Caspase-1, GSDMD, and IL-1β, and levels of IL-6, IL-8, and TNF-α were significantly reduced (P<0.001). Compared with the medication group, the moxibustion group showed shortened mean escape latency (P<0.05) and more platform crossings (P<0.05); the IBA-1 fluorescence intensity was decreased (P<0.05); the neuronal ultrastructure in the CA1 region was improved; the protein expression of NLRP3, ASC, Caspase-1, GSDMD, and IL-1β, as well as levels of IL-6, IL-8, and TNF-α, were significantly lower (P<0.001).
CONCLUSION
The Huayu Tongluo moxibustion could enhance learning and memory abilities in VD rats, inhibit excessive activation of microglia, and alleviate neuronal injury in the hippocampal CA1 region. Its mechanism may involve modulation of the NLRP3/Caspase-1/GSDMD signaling pathway, reduction of inflammatory responses.
Animals
;
Male
;
Dementia, Vascular/physiopathology*
;
Rats
;
Signal Transduction
;
Moxibustion
;
Rats, Wistar
;
CA1 Region, Hippocampal/injuries*
;
NLR Family, Pyrin Domain-Containing 3 Protein/genetics*
;
Caspase 1/genetics*
;
Memory
;
Humans
;
Neurons/metabolism*
;
Learning
9.Two cases of urinary retention in patients with Alzheimer's disease with agitation treated by acupuncture.
Guanhua ZONG ; Ran LI ; Yuhang JIANG ; Zehao CHEN ; Shanshan YAN ; Zongxi YI ; Xinyu REN ; Baohui JIA
Chinese Acupuncture & Moxibustion 2025;45(12):1822-1824
This article reports 2 cases of urinary retention in Alzheimer's disease with agitation treated by acupuncture. Based on patients' clinical symptoms, the etiology and pathogenesis were determined, and acupuncture was applied to Baihui (GV20), Sishencong (EX-HN1), Shenting (GV24), and bilateral Ciliao (BL32), Zhongliao (BL33), Fengchi (GB20), Taiyang (EX-HN5), etc. to regulate the mind and promote water metabolism. The positive and negative electrodes of the SDZ-Ⅴ type electroacupuncture device were attached to ipsilateral Ciliao (BL32), Zhongliao (BL33) respectively, with continuous wave, at the frequency of 15 Hz, and the current of 3 to 10 mA, depending on patients' tolerance. The needles were retained for 20 min. The treatment was delivered once every other day, 3 interventions a week and 12 interventions as 1 course. Both patients reported the micturition desire after 1 intervention with acupuncture and the catheter was removed on the same day. The urination was ameliorated without dysuresia after 1-2 courses of treatment, and the agitated behavior was alleviated. It can be the reference for the clinical treatment of urinary retention in patients with Alzheimer's disease with agitation.
Humans
;
Alzheimer Disease/psychology*
;
Acupuncture Therapy
;
Urinary Retention/etiology*
;
Male
;
Female
;
Aged
;
Acupuncture Points
;
Psychomotor Agitation/complications*
10.Automatic brain segmentation in cognitive impairment: Validation of AI-based AQUA software in the Southeast Asian BIOCIS cohort.
Ashwati VIPIN ; Rasyiqah BINTE SHAIK MOHAMED SALIM ; Regina Ey KIM ; Minho LEE ; Hye Weon KIM ; ZunHyan RIEU ; Nagaendran KANDIAH
Annals of the Academy of Medicine, Singapore 2025;54(8):467-475
INTRODUCTION:
Interpretation and analysis of magnetic resonance imaging (MRI) scans in clinical settings comprise time-consuming visual ratings and complex neuroimage processing that require trained professionals. To combat these challenges, artificial intelligence (AI) techniques can aid clinicians in interpreting brain MRI for accurate diagnosis of neurodegenerative diseases but they require extensive validation. Thus, the aim of this study was to validate the use of AI-based AQUA (Neurophet Inc., Seoul, Republic of Korea) segmentation software in a Southeast Asian community-based cohort with normal cognition, mild cognitive impairment (MCI) and dementia.
METHOD:
Study participants belonged to the community-based Biomarker and Cognition Study in Singapore. Participants aged between 30 and 95 years, having cognitive concerns, with no diagnosis of major psychiatric, neurological or systemic disorders who were recruited consecutively between April 2022 and July 2023 were included. Participants underwent neuropsychological assessments and structural MRI, and were classified as cognitively normal, with MCI or with dementia. MRI pre-processing using automated pipelines, along with human-based visual ratings, were compared against AI-based automated AQUA output. Default mode network grey matter (GM) volumes were compared between cognitively normal, MCI and dementia groups.
RESULTS:
A total of 90 participants (mean age at visit was 63.32±10.96 years) were included in the study (30 cognitively normal, 40 MCI and 20 dementia). Non-parametric Spearman correlation analysis indicated that AQUA-based and human-based visual ratings were correlated with total (ρ=0.66; P<0.0001), periventricular (ρ=0.50; P<0.0001) and deep (ρ=0.57; P<0.0001) white matter hyperintensities (WMH). Additionally, volumetric WMH obtained from AQUA and automated pipelines was also strongly correlated (ρ=0.84; P<0.0001) and these correlations remained after controlling for age at visit, sex and diagnosis. Linear regression analyses illustrated significantly different AQUA-derived default mode network GM volumes between cognitively normal, MCI and dementia groups. Dementia participants had significant atrophy in the posterior cingulate cortex compared to cognitively normal participants (P=0.021; 95% confidence interval [CI] -1.25 to -0.08) and in the hippocampus compared to cognitively normal (P=0.0049; 95% CI -1.05 to -0.16) and MCI participants (P=0.0036; 95% CI -1.02 to -0.17).
CONCLUSION
Our findings demonstrate high concordance between human-based visual ratings and AQUA-based ratings of WMH. Additionally, the AQUA GM segmentation pipeline showed good differentiation in key regions between cognitively normal, MCI and dementia participants. Based on these findings, the automated AQUA software could aid clinicians in examining MRI scans of patients with cognitive impairment.
Humans
;
Cognitive Dysfunction/pathology*
;
Magnetic Resonance Imaging/methods*
;
Male
;
Middle Aged
;
Female
;
Aged
;
Artificial Intelligence
;
Software
;
Dementia/diagnostic imaging*
;
Aged, 80 and over
;
Adult
;
Singapore
;
Neuropsychological Tests
;
Brain/pathology*
;
Cohort Studies
;
Gray Matter/pathology*
;
Southeast Asian People


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