[1] Zhang Y, Chen J, Li Y, Jiao B, Luo S.Disease-modifying therapies for Alzheimer's disease:clinical trial progress and opportunity[J]. Ageing Res Rev, 2025, 103:102595. [2] Gracner T, Chaturvedi R, Nguyen P, Heun-Johnson H, Tysinger B, Goldman D, Lakdawalla D.The burden of cognitive impairmen[tJ]. Alzheimers Dement, 2025, 21:e70436. [3] Hao M, Chen J.Trend analysis and future predictions of global burden of Alzheimer's disease and other dementias:a study based on the global burden of disease database from 1990 to2021[J]. BMC Med, 2025, 23:378. [4] Alzheimer's Disease International;Clare L, Jeon YH.World Alzheimer report 2025.Reimagining life with dementia:the power of rehabilitation[R]. London:Alzheimer's Disease International, 2025:1-144. [5] Zhi N, Ren R, Qi J, Liu X, Yun Z, Lin S, Hu Y, Li H, Xie X, Wang J, Li J, Zhu Y, Gao M, Yang J, Wang Y, Jing Y, Geng J, Cao W, Xu Q, Yu X, Zhu Y, Zhou Y, Wang L, Gao C, Li B, Chen S, Yuan F, Dou R, Liu X, Li X, Yin Y, Chang Y, Xu G, Zhong Y, Li C, Wang Y, Zhou M, Wang G.The China Alzheimer report 2025[J]. Gen Psychiatr, 2025, 38:e102020. [6] Gao QC, Liu GL, Wang Q, Zhang SX, Ji ZL, Wang ZJ, Wu MN, Yu Q, He PF.A promising drug repurposing approach for Alzheimer's treatment:givinostat improves cognitive behavior and pathological features in APP/PS1 mice[J]. Redox Biol, 2024, 78:103420. [7] van Olst L, Simonton B, Edwards AJ, Forsyth AV, Boles J, Jamshidi P, Watson T, Shepard N, Krainc T, Argue BM, Zhang Z, Kuruvilla J, Camp L, Li M, Xu H, Norman JL, Cahan J, Vassar R, Chen J, Castellani RJ, Nicoll JA, Boche D, Gate D.Microglial mechanisms drive amyloid-β clearance in immunized patients with Alzheimer's disease[J]. Nat Med, 2025, 31:1604-1616. [8] Paggetti A, Druda Y, Sciancalepore F, Della Gatta F, Ancidoni A, Locuratolo N, Piscopo P, Vignatelli L, Sagliocca L, Guaita A, Secreto P, Stracciari A, Caffarra P, Vanacore N, Fabrizi E, Lacorte E;Italian Dementia Guideline Working Group.The efficacy of cognitive stimulation, cognitive training, and cognitive rehabilitation for people living with dementia:a systematic review and meta-analysis[J]. Geroscience, 2025, 47:409-444. [9] Matton A, Stephen R, Daniilidou M, Barbera M, Alanko V, Ballin M, Ford J, HemiöK, Lehtisalo J, Rocha SL, Mangialasche F, Ngandu T, Rosenberg A, Saadmaan G, UdehMomoh C, Uusimäki K, Solomon A, Kivipelto M.Mechanisms of interventions targeting modifiable factors for dementia risk reduction[J]. Mol Neurodegener, 2025, 20:75. [10] Buele J, Varela-Aldás JL, Palacios-Navarro G.Virtual reality applications based on instrumental activities of daily living(iADLs) for cognitive intervention in older adults:a systematic review[J]. J Neuroeng Rehabil, 2023, 20:168. [11] Koch G, Altomare D, Benussi A, Bréchet L, Casula EP, Dodich A, Pievani M, Santarnecchi E, Frisoni GB.The emerging field of non-invasive brain stimulation in Alzheimer's disease[J]. Brain, 2024, 147:4003-4016. [12] Yang Q, Zhang L, Chang F, Yang H, Chen B, Liu Z.Virtual reality interventions for older adults with mild cognitive impairment:systematic review and Meta-analysis of randomized controlled trials[J]. J Med Internet Res, 2025, 27:e59195. [13] Dementia:assessment, management and support for people living with dementia and their carers[M/OL]. London:National Institute for Health and Care Excellence (NICE), 2018:254-297[2025-10-10]. https://www.ncbi.nlm.nih.gov/books/NBK513207/. [14] Desai R, Leung WG, Fearn C, John A, Stott J, Spector A.Effectiveness of cognitive stimulation therapy (CST) for mild to moderate dementia:a systematic literature review and metaanalysis of randomised control trials using the original CSTprotoco[lJ]. Ageing Res Rev, 2024, 97:102312. [15] Bahar-Fuchs A, Martyr A, Goh AM, Sabates J, Clare L.Cognitive training for people with mild to moderate dementia[J]. Cochrane Database Syst Rev, 2019, (3):CD013069. [16] Kudlicka A, Martyr A, Bahar-Fuchs A, Sabates J, Woods B, Clare L.Cognitive rehabilitation for people with mild to moderate dementia[J]. Cochrane Database Syst Rev, 2023, (6):CD013388. [17] Di Lorenzo F, Ponzo V, BonnìS, Motta C, Negrão Serra PC, Bozzali M, Caltagirone C, Martorana A, Koch G.Long-term potentiation-like cortical plasticity is disrupted in Alzheimer's disease patients independently from age of onset[J]. Ann Neurol, 2016, 80:202-210. [18] Ma J, Wang J, Lv C, Pang J, Han B, Wang M, Gen Y.The role of hippocampal structural synaptic plasticity in repetitive transcranial magnetic stimulation to improve cognitive function in male SAMP8 mice[J]. Cell Physiol Biochem, 2017, 41:137-144. [19] Antonioni A, Martorana A, Santarnecchi E, Hampel H, Koch G.The neurobiological foundation of effective repetitive transcranial magnetic brain stimulation in Alzheimer's disease[J]. Alzheimers Dement, 2025, 21:e70337. [20] Lu X, Xiong W, Chen Z, Li Y, Xu F, Yang X, Long M, Guo W, Wu S, Sun L, Wang G.Exercise-conditioned plasma ameliorates postoperative cognitive dysfunction by activating hippocampal cholinergic circuit and enhancing BDNF/TrkB signaling[J]. Cell Commun Signal, 2024, 22:551. [21] Wang CS, Kavalali ET, Monteggia LM.BDNF signaling in context:from synaptic regulation to psychiatric disorders[J]. Cell, 2022, 185:62-76. [22] Akalp K, Ferreira JP, Soares CM, Ribeiro MJ, Teixeira AM.The effects of different types of exercises on cognition in older persons with mild cognitive impairment:a systematic review and meta-analysis[J]. Arch Gerontol Geriatr, 2024, 126:105541. [23] Menon V.20 years of the default mode network:a review and synthesis[J]. Neuron, 2023, 111:2469-2487. [24] Atri A, Dickerson BC, Clevenger C, Karlawish J, Knopman D, Lin PJ, Norman M, Onyike C, Sano M, Scanland S, Carrillo M.Alzheimer's Association clinical practice guideline for the Diagnostic Evaluation, Testing, Counseling, and Disclosure of Suspected Alzheimer's Disease and Related Disorders(DETeCD-ADRD):executive summary of recommendations for primary care[J]. Alzheimers Dement, 2025, 21:e14333. [25] Rennie A, Ekman U, Shams S, Rydén L, Samuelsson J, Zettergren A, Kern S, Oppedal K, Blanc F, Hort J, GarciaPtacek S, Antonini A, Lemstra AW, Padovani A, Kramberger MG, RektorováI, Walker Z, Snædal J, Pardini M, Taylor JP, Bonanni L, Granberg T, Aarsland D, Skoog I, Wahlund LO, Kivipelto M, Westman E, Ferreira D.Cerebrovascular and Alzheimer's disease biomarkers in dementia with Lewy bodies and other dementias[J]. Brain Commun, 2024, 6:fcae290. [26] Spector A, Orrell M, Davies S, Woods B.Reality orientation for dementia[J]. Cochrane Database Syst Rev, 2000, (4):CD001119. [27] Wang YY, Yang L, Zhang J, Zeng XT, Wang Y, Jin YH.The effect of cognitive intervention on cognitive function in older adults with Alzheimer's disease:a systematic review and Metaanalysis[J]. Neuropsychol Rev, 2022, 32:247-273. [28] Woods B, Rai HK, Elliott E, Aguirre E, Orrell M, Spector A.Cognitive stimulation to improve cognitive functioning in people with dementia[J]. Cochrane Database Syst Rev, 2023, (1):CD005562. [29] Gozdas E, Avelar-Pereira B, Fingerhut H, Dacorro L, Jo B, Williams L, O'Hara R, Hosseini SMH.Long-term cognitive training enhances fluid cognition and brain connectivity in individuals with MC[IJ]. Transl Psychiatry, 2024, 14:447. [30] Liu L, Wang H, Xing Y, Zhang Z, Zhang Q, Dong M, Ma Z, Cai L, Wang X, Tang Y.Dose-response relationship between computerized cognitive training and cognitive improvement[J]. NPJ Digit Med, 2024, 7:214. [31] Chan ATC, Ip RTF, Tran JYS, Chan JYC, Tsoi KKF.Computerized cognitive training for memory functions in mild cognitive impairment or dementia:a systematic review and metaanalysis[J]. NPJ Digit Med, 2024, 7:1. [32] Salmon E, Lekeu F, Quittre A, Godichard V, Olivier C, Wojtasik V, Bastin C.Awareness and cognitive rehabilitation in Alzheimer's disease and frontotemporal dementia[J]. Alzheimers Dement(NY), 2024, 10:e12469. [33] Lin P, LaMonica HM, Naismith SL, Mowszowski L.Memory compensation strategies in older people with mild cognitive impairmen[tJ]. J Int Neuropsychol Soc, 2020, 26:86-96. [34] Velikonja D, Ponsford J, Janzen S, Harnett A, Patsakos E, Kennedy M, Togher L, Teasell R, McIntyre A, Welch-West P, Kua A, Bayley MT.INCOG 2.0 guidelines for cognitive rehabilitation following traumatic brain injury, partⅤ:memory[J]. J Head Trauma Rehabil, 2023, 38:83-102. [35] Lyall DM, Kormilitzin A, Lancaster C, Sousa J, PetermannRocha F, Buckley C, Harshfield EL, Iveson MH, Madan CR, McArdle R, Newby D, Orgeta V, Tang E, Tamburin S, Thakur LS, Lourida I;Deep Dementia Phenotyping(DEMON) Network;Llewellyn DJ, Ranson JM.Artificial intelligence for dementia:applied models and digital health[J]. Alzheimers Dement, 2023, 19:5872-5884. [36] Haraldsen IH, Hatlestad-Hall C, Marra C, Renvall H, MaestúF, Acosta-Hernández J, Alfonsin S, Andersson V, Anand A, Ayllón V, Babic A, Belhadi A, Birck C, Bruña R, Caraglia N, Carrarini C, Christensen E, Cicchetti A, Daugbjerg S, Di Bidino R, Diaz-Ponce A, Drews A, GiuffrèGM, Georges J, Gil-Gregorio P, Gove D, Govers TM, Hallock H, Hietanen M, Holmen L, Hotta J, Kaski S, Khadka R, Kinnunen AS, Koivisto AM, Kulashekhar S, Larsen D, Liljeström M, Lind PG, Marcos Dolado A, Marshall S, Merz S, Miraglia F, Montonen J, Mäntynen V, Øksengård AR, Olazarán J, Paajanen T, Peña JM, Peña L, Peniche DL, Perez AS, Radwan M, Ramírez-Toraño F, Rodríguez-Pedrero A, Saarinen T, Salas-Carrillo M, Salmelin R, Sousa S, Suyuthi A, Toft M, Toharia P, Tveitstøl T, Tveter M, Upreti R, Vermeulen RJ, Vecchio F, Yazidi A, Rossini PM.Intelligent digital tools for screening of brain connectivity and dementia risk estimation in people affected by mild cognitive impairment:the AI-Mind clinical study protocol[J]. Front Neurorobot, 2024, 17:1289406. [37] Ali Z, Janarthanan J, Mohan P.Understanding digital dementia and cognitive impact in the current era of the internet:a review[J]. Cureus, 2024, 16:e70029. [38] Cook D, Walker A, Minor B, Luna C, Tomaszewski Farias S, Wiese L, Weaver R, Schmitter-Edgecombe M.Understanding the relationship between ecological momentary assessment methods, sensed behavior, and responsiveness:cross-study analysis[J]. JMIR Mhealth Uhealth, 2025, 13:e57018. [39] Newby D, Orgeta V, Marshall CR, Lourida I, Albertyn CP, Tamburin S, Raymont V, Veldsman M, Koychev I, Bauermeister S, Weisman D, Foote IF, Bucholc M, Leist AK, Tang EYH, Tai XY;Deep Dementia Phenotyping(DEMON) Network;Llewellyn DJ, Ranson JM.Artificial intelligence for dementia prevention[J]. Alzheimers Dement, 2023, 19:5952-5969. [40] Wu M, Song W, Wang X, Teng L, Li J, Zhang J, Li X, Yu D, Jia H, Wang B, Tang Q, Zhu L.Efficacy of non-invasive brain stimulation interventions on cognitive impairment:an umbrella review of meta-analyses of randomized controlled trials[J]. JNeuroeng Rehabil, 2025, 22:22. [41] Manippa V, Palmisano A, Nitsche MA, Filardi M, Vilella D, Logroscino G, Rivolta D.Cognitive and neuropathophysiological outcomes of gamma-tACS in dementia:a systematic review[J]. Neuropsychol Rev, 2024, 34:338-361. [42] Aksu S, Indahlastari A, O'Shea A, Marsiske M, Cohen R, Alexander GE, DeKosky ST, Hishaw GA, Dai Y, Wu SS, Woods AJ.Facilitation of working memory capacity by transcranial direct current stimulation:a secondary analysis from the augmenting cognitive training in older adults(ACT) study[J]. Geroscience, 2024, 46:4075-4110. [43] Yang T, Liu W, He J, Gui C, Meng L, Xu L, Jia C.The cognitive effect of non-invasive brain stimulation combined with cognitive training in Alzheimer's disease and mild cognitive impairment:a systematic review and meta-analysis[J]. Alzheimers Res Ther, 2024, 16:140. [44] Poppe A, Ritter FDE, Bais L, Pustejovsky JE, van Tol MJ, Ćurčić-Blake B, Pijnenborg GHM, van der Meer L.The efficacy of combining cognitive training and noninvasive brain stimulation:a transdiagnostic systematic review and metaanalysis[J]. Psychol Bull, 2024, 150:192-213. [45] Vecchio F, Quaranta D, Miraglia F, Pappalettera C, Di Iorio R, L'Abbate F, Cotelli M, Marra C, Rossini PM.Neuronavigated magnetic stimulation combined with cognitive training for Alzheimer's patients:an EEG graph study[J]. Geroscience, 2022, 44:159-172. [46] Bray NW, Pieruccini-Faria F, Witt ST, Bartha R, Doherty TJ, Nagamatsu LS, Almeida QJ, Liu-Ambrose T, Middleton LE, Bherer L, Montero-Odasso M.Combining exercise with cognitive training and vitamin D3 to improve functional brain connectivity(FBC) in older adults with mild cognitive impairment(MCI):results from the SYNERGIC trial[J]. Geroscience, 2023, 45:1967-1985. [47] Talar K, Vetrovsky T, van Haren M, Négyesi J, Granacher U, Váczi M, Martín-Arévalo E, Del Olmo MF, Kałamacka E, Hortobágyi T.The effects of aerobic exercise and transcranial direct current stimulation on cognitive function in older adults with and without cognitive impairment:a systematic review and meta-analysis[J]. Ageing Res Rev, 2022, 81:101738. [48] Liu Z, Zhang L, Bai L, Guo Z, Gao J, Lin Y, Zhou Y, Lai J, Tao J, Chen L.Repetitive transcranial magnetic stimulation and tai chi chuan for older adults with sleep disorders and mild cognitive impairment:a randomized clinical trial[J]. JAMANetw Open, 2025, 8:e2454307. [49] Li B, Tang H, He G, Jin Z, He Y, Huang P, He N, Chen S.Tai Chi enhances cognitive training effects on delaying cognitive decline in mild cognitive impairment[J]. Alzheimers Dement, 2023, 19:136-149. [50] Sturnieks DL, Hicks C, Smith N, Ratanapongleka M, Menant J, Turner J, Lo J, Chaplin C, Garcia J, Valenzuela MJ, Delbaere K, Herbert RD, Sherrington C, Toson B, Lord SR.Exergame and cognitive training for preventing falls in communitydwelling older people:a randomized controlled trial[J]. Nat Med, 2024, 30:98-105. [51] Voinescu A, Papaioannou T, Petrini K, Stanton Fraser D.Exergaming for dementia and mild cognitive impairment[J]. Cochrane Database Syst Rev, 2024, (9):CD013853. [52] Sakurai T, Sugimoto T, Akatsu H, Doi T, Fujiwara Y, Hirakawa A, Kinoshita F, Kuzuya M, Lee S, Matsumoto N, Matsuo K, Michikawa M, Nakamura A, Ogawa S, Otsuka R, Sato K, Shimada H, Suzuki H, Suzuki H, Takechi H, Takeda S, Uchida K, Umegaki H, Wakayama S, Arai H;J-MINT Study Group.Japan-multimodal intervention trial for the prevention of dementia:a randomized controlled trial[J]. Alzheimers Dement, 2024, 20:3918-3930. [53] Oki Y, Osaki T, Kumagai R, Murata S, Encho H, Ono R, Yasuda H, Kowa H.An 18-month multimodal intervention trial for preventing dementia:J-MINT PRIME Tamba[J]. Alzheimers Dement, 2024, 20:6972-6983. [54] Xia Y, Dore V, Fripp J, Bourgeat P, Laws SM, Fowler CJ, Rainey-Smith SR, Martins RN, Rowe C, Masters CL, Coulson EJ, Maruff P.Association of basal forebrain atrophy with cognitive decline in early Alzheimer disease[J]. Neurology, 2024, 103:e209626. [55] Prakash RS, McKenna MR, Gbadeyan O, Shankar AR, Pugh EA, Teng J, Andridge R, Berry A, Scharre DW.A whole-brain functional connectivity model of Alzheimer's disease pathology[J]. Alzheimers Dement, 2025, 21:e14349. [56] Bakhtiari A, Petersen J, Urdanibia-Centelles O, Ghazi MM, Fagerlund B, Mortensen EL, Osler M, Lauritzen M, Benedek K.Power and distribution of evoked gamma oscillations in brain aging and cognitive performance[J]. Geroscience, 2023, 45:1523-1538. [57] Pellegrino G, Schuler AL, Cai Z, Marinazzo D, Tecchio F, Ricci L, Tombini M, Di Lazzaro V, Assenza G.Assessing cortical excitability with electroencephalography:a pilot study with EEG-Itbs[J]. Brain Stimul, 2024, 17:176-183. [58] Beltrán JF, Wahba BM, Hose N, Shasha D, Kline RP;Alzheimer's Disease Neuroimaging Initiative.Inexpensive, noninvasive biomarkers predict Alzheimer transition using machine learning analysis of the Alzheimer's Disease Neuroimaging(ADNI) database[J]. PLoS One, 2020, 15:e0235663. [59] Lambert JC, Ramirez A, Grenier-Boley B, Bellenguez C.Step by step:towards a better understanding of the genetic architecture of Alzheimer's disease[J]. Mol Psychiatry, 2023, 28:2716-2727. [60] Weiner MW, Kanoria S, Miller MJ, Aisen PS, Beckett LA, Conti C, Diaz A, Flenniken D, Green RC, Harvey DJ, Jack CRJr, Jagust W, Lee EB, Morris JC, Nho K, Nosheny R, Okonkwo OC, Perrin RJ, Petersen RC, Rivera-Mindt M, Saykin AJ, Shaw LM, Toga AW, Tosun D, Veitch DP;Alzheimer's Disease Neuroimaging Initiative.Overview of Alzheimer's disease neuroimaging initiative and future clinical trials[J]. Alzheimers Dement, 2025, 21:e14321. [61] Tiersen F, Batey P, Harrison MJC, Naar L, Serban AI, Daniels SJC, Calvo RA.Smart home sensing and monitoring in households with dementia:user-centered design approach[J]. JMIR Aging, 2021, 4:e27047. [62] Winchester LM, Harshfield EL, Shi L, Badhwar A, Khleifat AA, Clarke N, Dehsarvi A, Lengyel I, Lourida I, Madan CR, Marzi SJ, Proitsi P, Rajkumar AP, Rittman T, SilajdžićE, Tamburin S, Ranson JM, Llewellyn DJ.Artificial intelligence for biomarker discovery in Alzheimer's disease and dementia[J]. Alzheimers Dement, 2023, 19:5860-5871. |