Multiple Sensory Impairments in Relation to Cognitive Function: Two Nationwide Cross-sectional Studies

Page: [360 - 370] Pages: 11

  • * (Excluding Mailing and Handling)

Abstract

Introduction: Sensory impairments (SIs, including visual, hearing, olfactory, and taste impairments) have been individually associated with age-related cognitive function. Little is known regarding their combined associations with cognitive function.

Methods: We included 2,931 participants (mean age of 69.1 years) from the National Health and Nutrition Examination Survey (NHANES, 2011-2014) and 10,785 participants (mean age of 70.2 years) from the National Health Interview Survey (NHIS, 2021). Status of visual, hearing, olfactory, and taste functions were self-reported in structured questionnaires. In NHANES, cognitive function was objectively measured by a battery of tests, including memory, verbal fluency, and processing speed. NHIS participants answered a single question about subjective cognitive complaints (SCC). We used regression models to assess the relation of the total number and the individual sensory impairments to z-scores of cognitive domains (linear regression) in NHANES and to SCC (logistic regression) in NHIS.

Results: A larger number of SI was related to poorer domain-specific cognitive function (all Ptrend <0.05), including memory (beta each additional SI = -0.12, 95% confidence interval: -0.17 to -0.08), verbal fluency (-0.05, -0.10 to -0.01), and processing speed (-0.13, -0.16 to -0.09). In NHIS, each additional SI was related to 96% higher odds of SCC. We also observed independent associations of sensory impairments (except olfactory impairment) with specific cognitive domains. In addition, each individual SI was associated with higher odds of SCC (the odds ratios ranged from 1.30 to 1.78).

Conclusion: A larger number of SI was related to worse cognitive function and higher odds of SCC.

[1]
Cieza, A.; Causey, K.; Kamenov, K.; Hanson, S.W.; Chatterji, S.; Vos, T. Global estimates of the need for rehabilitation based on the global burden of disease study 2019: A systematic analysis for the Global Burden of Disease Study 2019. Lancet, 2020, 396(10267), 2006-2017.
[http://dx.doi.org/10.1016/S0140-6736(20)32340-0] [PMID: 33275908]
[2]
Brummel, N.E.; Hughes, C.G.; Thompson, J.L.; Jackson, J.C.; Pandharipande, P.; McNeil, J.B.; Raman, R.; Orun, O.M.; Ware, L.B.; Bernard, G.R.; Ely, E.W.; Girard, T.D. Inflammation and coagulation during critical illness and long-term cognitive impairment and disability. Am. J. Respir. Crit. Care Med., 2021, 203(6), 699-706.
[http://dx.doi.org/10.1164/rccm.201912-2449OC] [PMID: 33030981]
[3]
Nichols, E.; Steinmetz, J.D.; Vollset, S.E.; Fukutaki, K.; Chalek, J.; Abd-Allah, F.; Abdoli, A.; Abualhasan, A.; Abu-Gharbieh, E.; Akram, T.T.; Al Hamad, H.; Alahdab, F.; Alanezi, F.M.; Alipour, V.; Almustanyir, S.; Amu, H.; Ansari, I.; Arabloo, J.; Ashraf, T.; Astell-Burt, T.; Ayano, G.; Ayuso-Mateos, J.L.; Baig, A.A.; Barnett, A.; Barrow, A.; Baune, B.T.; Béjot, Y.; Bezabhe, W.M.M.; Bezabih, Y.M.; Bhagavathula, A.S.; Bhaskar, S.; Bhattacharyya, K.; Bijani, A.; Biswas, A.; Bolla, S.R.; Boloor, A.; Brayne, C.; Brenner, H.; Burkart, K.; Burns, R.A.; Cámera, L.A.; Cao, C.; Carvalho, F.; Castro-de-Araujo, L.F.S.; Catalá-López, F.; Cerin, E.; Chavan, P.P.; Cherbuin, N.; Chu, D-T.; Costa, V.M.; Couto, R.A.S.; Dadras, O.; Dai, X.; Dandona, L.; Dandona, R.; De la Cruz-Góngora, V.; Dhamnetiya, D.; Dias da Silva, D.; Diaz, D.; Douiri, A.; Edvardsson, D.; Ekholuenetale, M.; El Sayed, I.; El-Jaafary, S.I.; Eskandari, K.; Eskandarieh, S.; Esmaeilnejad, S.; Fares, J.; Faro, A.; Farooque, U.; Feigin, V.L.; Feng, X.; Fereshtehnejad, S-M.; Fernandes, E.; Ferrara, P.; Filip, I.; Fillit, H.; Fischer, F.; Gaidhane, S.; Galluzzo, L.; Ghashghaee, A.; Ghith, N.; Gialluisi, A.; Gilani, S.A.; Glavan, I-R.; Gnedovskaya, E.V.; Golechha, M.; Gupta, R.; Gupta, V.B.; Gupta, V.K.; Haider, M.R.; Hall, B.J.; Hamidi, S.; Hanif, A.; Hankey, G.J.; Haque, S.; Hartono, R.K.; Hasaballah, A.I.; Hasan, M.T.; Hassan, A.; Hay, S.I.; Hayat, K.; Hegazy, M.I.; Heidari, G.; Heidari-Soureshjani, R.; Herteliu, C.; Househ, M.; Hussain, R.; Hwang, B-F.; Iacoviello, L.; Iavicoli, I.; Ilesanmi, O.S.; Ilic, I.M.; Ilic, M.D.; Irvani, S.S.N.; Iso, H.; Iwagami, M.; Jabbarinejad, R.; Jacob, L.; Jain, V.; Jayapal, S.K.; Jayawardena, R.; Jha, R.P.; Jonas, J.B.; Joseph, N.; Kalani, R.; Kandel, A.; Kandel, H.; Karch, A.; Kasa, A.S.; Kassie, G.M.; Keshavarz, P.; Khan, M.A.B.; Khatib, M.N.; Khoja, T.A.M.; Khubchandani, J.; Kim, M.S.; Kim, Y.J.; Kisa, A.; Kisa, S.; Kivimäki, M.; Koroshetz, W.J.; Koyanagi, A.; Kumar, G.A.; Kumar, M.; Lak, H.M.; Leonardi, M.; Li, B.; Lim, S.S.; Liu, X.; Liu, Y.; Logroscino, G.; Lorkowski, S.; Lucchetti, G.; Lutzky Saute, R.; Magnani, F.G.; Malik, A.A.; Massano, J.; Mehndiratta, M.M.; Menezes, R.G.; Meretoja, A.; Mohajer, B.; Mohamed Ibrahim, N.; Mohammad, Y.; Mohammed, A.; Mokdad, A.H.; Mondello, S.; Moni, M.A.A.; Moniruzzaman, M.; Mossie, T.B.; Nagel, G.; Naveed, M.; Nayak, V.C.; Neupane Kandel, S.; Nguyen, T.H.; Oancea, B.; Otstavnov, N.; Otstavnov, S.S.; Owolabi, M.O.; Panda-Jonas, S.; Pashazadeh Kan, F.; Pasovic, M.; Patel, U.K.; Pathak, M.; Peres, M.F.P.; Perianayagam, A.; Peterson, C.B.; Phillips, M.R.; Pinheiro, M.; Piradov, M.A.; Pond, C.D.; Potashman, M.H.; Pottoo, F.H.; Prada, S.I.; Radfar, A.; Raggi, A.; Rahim, F.; Rahman, M.; Ram, P.; Ranasinghe, P.; Rawaf, D.L.; Rawaf, S.; Rezaei, N.; Rezapour, A.; Robinson, S.R.; Romoli, M.; Roshandel, G.; Sahathevan, R.; Sahebkar, A.; Sahraian, M.A.; Sathian, B.; Sattin, D.; Sawhney, M.; Saylan, M.; Schiavolin, S.; Seylani, A.; Sha, F.; Shaikh, M.A.; Shaji, K.S.; Shannawaz, M.; Shetty, J.K.; Shigematsu, M.; Shin, J.I.; Shiri, R.; Silva, D.A.S.; Silva, J.P.; Silva, R.; Singh, J.A.; Skryabin, V.Y.; Skryabina, A.A.; Smith, A.E.; Soshnikov, S.; Spurlock, E.E.; Stein, D.J.; Sun, J.; Tabarés-Seisdedos, R.; Thakur, B.; Timalsina, B.; Tovani-Palone, M.R.; Tran, B.X.; Tsegaye, G.W.; Valadan Tahbaz, S.; Valdez, P.R.; Venketasubramanian, N.; Vlassov, V.; Vu, G.T.; Vu, L.G.; Wang, Y-P.; Wimo, A.; Winkler, A.S.; Yadav, L.; Yahyazadeh Jabbari, S.H.; Yamagishi, K.; Yang, L.; Yano, Y.; Yonemoto, N.; Yu, C.; Yunusa, I.; Zadey, S.; Zastrozhin, M.S.; Zastrozhina, A.; Zhang, Z-J.; Murray, C.J.L.; Vos, T. Estimation of the global prevalence of dementia in 2019 and forecasted prevalence in 2050: An analysis for the Global Burden of Disease Study 2019. Lancet Public Health, 2022, 7(2), e105-e125.
[http://dx.doi.org/10.1016/S2468-2667(21)00249-8] [PMID: 34998485]
[4]
Hugo, J.; Ganguli, M. Dementia and cognitive impairment: Epidemiology, diagnosis, and treatment. Clin. Geriatr. Med., 2014, 30(3), 421-442.
[http://dx.doi.org/10.1016/j.cger.2014.04.001] [PMID: 25037289]
[5]
Elahi, F.M.; Miller, B.L. A clinicopathological approach to the diagnosis of dementia. Nat. Rev. Neurol., 2017, 13(8), 457-476.
[http://dx.doi.org/10.1038/nrneurol.2017.96] [PMID: 28708131]
[6]
Welge-Lüssen, A. Ageing, neurodegeneration, and olfactory and gustatory loss. B-ENT, 2009, 5(Suppl. 13), 129-132.
[PMID: 20084814]
[7]
Gopinath, B.; Schneider, J.; McMahon, C.M.; Burlutsky, G.; Leeder, S.R.; Mitchell, P. Dual sensory impairment in older adults increases the risk of mortality: A population-based study. PLoS One, 2013, 8(3), e55054.
[http://dx.doi.org/10.1371/journal.pone.0055054] [PMID: 23469161]
[8]
Chen, Z.; Xie, H.; Yao, L.; Wei, Y. Olfactory impairment and the risk of cognitive decline and dementia in older adults: A meta-analysis. Rev. Bras. Otorrinolaringol., 2021, 87(1), 94-102.
[PMID: 32978117]
[9]
Shang, X.; Zhu, Z.; Wang, W.; Ha, J.; He, M. The association between vision impairment and incidence of dementia and cognitive impairment. Ophthalmology, 2021, 128(8), 1135-1149.
[http://dx.doi.org/10.1016/j.ophtha.2020.12.029] [PMID: 33422559]
[10]
Yuan, J.; Sun, Y.; Sang, S.; Pham, J.H.; Kong, W.J. The risk of cognitive impairment associated with hearing function in older adults: A pooled analysis of data from eleven studies. Sci. Rep., 2018, 8(1), 2137.
[http://dx.doi.org/10.1038/s41598-018-20496-w] [PMID: 29391476]
[11]
Lim, Z.W.; Chee, M.L.; Soh, Z.D.; Cheung, N.; Dai, W.; Sahil, T.; Tao, Y.; Majithia, S.; Sabanayagam, C.; Chen, C.L.H.; Wong, T.Y.; Cheng, C.Y.; Tham, Y.C. Association between visual impairment and decline in cognitive function in a multiethnic asian population. JAMA Netw. Open, 2020, 3(4), e203560.
[http://dx.doi.org/10.1001/jamanetworkopen.2020.3560] [PMID: 32324240]
[12]
Loughrey, D.G.; Kelly, M.E.; Kelley, G.A.; Brennan, S.; Lawlor, B.A. Association of age-related hearing loss with cognitive function, cognitive impairment, and dementia. JAMA Otolaryngol. Head Neck Surg., 2018, 144(2), 115-126.
[http://dx.doi.org/10.1001/jamaoto.2017.2513] [PMID: 29222544]
[13]
Churnin, I.; Qazi, J.; Fermin, C.R.; Wilson, J.H.; Payne, S.C.; Mattos, J.L. Association between olfactory and gustatory dysfunction and cognition in older adults. Am. J. Rhinol. Allergy, 2019, 33(2), 170-177.
[http://dx.doi.org/10.1177/1945892418824451] [PMID: 30632380]
[14]
Maharani, A.; Dawes, P.; Nazroo, J.; Tampubolon, G.; Pendleton, N. Sense-Cog WP1 Group. Associations between self-reported sensory impairment and risk of cognitive decline and impairment in the health and retirement study cohort. J. Gerontol. B Psychol. Sci. Soc. Sci., 2020, 75(6), 1230-1242.
[http://dx.doi.org/10.1093/geronb/gbz043] [PMID: 30977823]
[15]
Byeon, G.; Oh, G.H.; Jhoo, J.H.; Jang, J.W.; Bae, J.B.; Han, J.W.; Kim, T.H.; Kwak, K.P.; Kim, B.J.; Kim, S.G.; Kim, J.L.; Moon, S.W.; Park, J.H.; Ryu, S.H.; Youn, J.C.; Lee, D.W.; Lee, S.B.; Lee, J.J.; Lee, D.Y.; Kim, K.W. Dual sensory impairment and cognitive impairment in the Korean longitudinal elderly cohort. Neurology, 2021, 96(18), e2284-e2295.
[http://dx.doi.org/10.1212/WNL.0000000000011845] [PMID: 33827964]
[16]
Bigman, G. Age-related smell and taste impairments and vitamin D associations in the U.S. Adults national health and nutrition examination survey. Nutrients, 2020, 12(4), 984.
[http://dx.doi.org/10.3390/nu12040984] [PMID: 32252288]
[17]
Yamada, Y; Denkinger, MD; Onder, G; Henrard, JC; van der Roest, HG; Finne-Soveri, H Dual sensory impairment and cognitive decline: The results from the shelter study. J. Gerontol. A Biol. Sci. Med. Sci., 2016, 71(1), 117-23.
[http://dx.doi.org/10.1093/gerona/glv036] [PMID: 25869524]
[18]
Nambu, A.; Narumi, T.; Nishimura, K.; Tanikawa, T.; Hirose, M. Visual-olfactory display using olfactory sensory map. IEEE Virtual Reality Conference (VR)., 2010. Boston, MA, USA20-24 March 2010, pp. 39-42.
[http://dx.doi.org/10.1109/VR.2010.5444817]
[19]
Rolls, E.T.; Baylis, L.L. Gustatory, olfactory, and visual convergence within the primate orbitofrontal cortex. J. Neurosci., 1994, 14(9), 5437-5452.
[http://dx.doi.org/10.1523/JNEUROSCI.14-09-05437.1994] [PMID: 8083747]
[20]
Perron, M.; Dimitrijevic, A.; Alain, C. Objective and subjective hearing difficulties are associated with lower inhibitory control. Ear Hear., 2022, 43(6), 1904-1916.
[http://dx.doi.org/10.1097/AUD.0000000000001227] [PMID: 35544449]
[21]
NHANES. National health and nutrition examination survey homepage. 2022. Available from:https://www.cdc.gov/nchs/nhanes/index.htm [cited 2022 Aug 8]
[22]
NHIS. National Health Interview Survey. 2022. Available from:https://www.cdc.gov/nchs/nhis/index.htm [cited 2022 Aug 15]
[23]
Zheng, D.D.; Christ, S.L.; Lam, B.L.; Feaster, D.J.; McCollister, K.; Lee, D.J. Patterns of chronic conditions and their association with visual impairment and health care use. JAMA Ophthalmol., 2020, 138(4), 387-394.
[http://dx.doi.org/10.1001/jamaophthalmol.2020.0052] [PMID: 32105300]
[24]
Rawal, S.; Hoffman, H.J.; Bainbridge, K.E.; Huedo-Medina, T.B.; Duffy, V.B. Prevalence and risk factors of self-reported smell and taste alterations: Results from the 2011–2012 US National Health and Nutrition Examination Survey (NHANES). Chem. Senses, 2016, 41(1), 69-76.
[http://dx.doi.org/10.1093/chemse/bjv057] [PMID: 26487703]
[25]
Li, C.M.; Zhang, X.; Hoffman, H.J.; Cotch, M.F.; Themann, C.L.; Wilson, M.R. Hearing impairment associated with depression in US adults, National Health and Nutrition Examination Survey 2005-2010. JAMA Otolaryngol. Head Neck Surg., 2014, 140(4), 293-302.
[http://dx.doi.org/10.1001/jamaoto.2014.42] [PMID: 24604103]
[26]
Whillans, J.; Nazroo, J. Assessment of visual impairment: The relationship between self-reported vision and ‘gold-standard’ measured visual acuity. Br. J. Vis. Impairment, 2014, 32(3), 236-248.
[http://dx.doi.org/10.1177/0264619614543532]
[27]
Ferrite, S.; Santana, V.S.; Marshall, S.W. Validity of self-reported hearing loss in adults: Performance of three single questions. Rev. Saude Publica, 2011, 45(5), 824-830.
[http://dx.doi.org/10.1590/S0034-89102011005000050] [PMID: 21808834]
[28]
Rawal, S.; Hoffman, H.J.; Honda, M.; Huedo-Medina, T.B.; Duffy, V.B. The taste and smell protocol in the 2011–2014 US National Health and Nutrition Examination Survey (NHANES): Test–retest reliability and validity testing. Chemosens. Percept., 2015, 8(3), 138-148.
[http://dx.doi.org/10.1007/s12078-015-9194-7] [PMID: 27833669]
[29]
Fillenbaum, G.G.; Belle, G.; Morris, J.C.; Mohs, R.C.; Mirra, S.S.; Davis, P.C.; Tariot, P.N.; Silverman, J.M.; Clark, C.M.; Welsh-Bohmer, K.A.; Heyman, A. Consortium to Establish a Registry for Alzheimer’s Disease (CERAD): The first twenty years. Alzheimers Dement., 2008, 4(2), 96-109.
[http://dx.doi.org/10.1016/j.jalz.2007.08.005] [PMID: 18631955]
[30]
Cardoso, R.B.; Hare, D.J.; Macpherson, H. Sex-dependent association between selenium status and cognitive performance in older adults. Eur. J. Nutr., 2021, 60(2), 1153-1159.
[http://dx.doi.org/10.1007/s00394-020-02384-0] [PMID: 32918622]
[31]
Linghui, D.; Shi, Q.; Chi, C.; Xiaolei, L.; Lixing, Z.; Zhiliang, Z.; Birong, D. The association between leukocyte telomere length and cognitive performance among the american elderly. Front. Aging Neurosci., 2020, 12, 527658.
[http://dx.doi.org/10.3389/fnagi.2020.527658] [PMID: 33192450]
[32]
Groce, N.E.; Mont, D. Counting disability: Emerging consensus on the Washington Group questionnaire. Lancet Glob. Health, 2017, 5(7), e649-e650.
[http://dx.doi.org/10.1016/S2214-109X(17)30207-3] [PMID: 28619216]
[33]
Smith, J.R.; Betz, J.F.; Garcia, E.E.; Jiang, K.; Swenor, B.K.; Reed, N.S. Self-reported dual sensory impairment and subjective cognitive complaints among older adults in the 2019 National health interview survey. Am. J. Audiol., 2019, 31(4), 1202-1209.
[http://dx.doi.org/10.1044/2022_AJA-22-00087] [PMID: 36347031]
[34]
Chen, C.; Ye, Y.; Zhang, Y.; Pan, X.F.; Pan, A. Weight change across adulthood in relation to all cause and cause specific mortality: Prospective cohort study. BMJ, 2019, 367, l5584.
[http://dx.doi.org/10.1136/bmj.l5584] [PMID: 31619383]
[35]
Buuren, S.; Groothuis-Oudshoorn, K. Mice: Multivariate imputation by chained equations in R. J. Stat. Softw., 2011, 45(3), 1-67.
[http://dx.doi.org/10.18637/jss.v045.i03]
[36]
Fujimaki, Y.; Kuwabara, S.; Sato, Y.; Isose, S.; Shibuya, K.; Sekiguchi, Y.; Nasu, S.; Noto, Y.; Taniguchi, J.; Misawa, S. The effects of age, gender, and body mass index on amplitude of sensory nerve action potentials: Multivariate analyses. Clin. Neurophysiol., 2009, 120(9), 1683-1686.
[http://dx.doi.org/10.1016/j.clinph.2009.06.025] [PMID: 19640782]
[37]
Everson-Rose, S.A.; Mendes de Leon, C.F.; Bienias, J.L.; Wilson, R.S.; Evans, D.A. Early life conditions and cognitive functioning in later life. Am. J. Epidemiol., 2003, 158(11), 1083-1089.
[http://dx.doi.org/10.1093/aje/kwg263] [PMID: 14630604]
[38]
Smagula, S.F.; Zhang, G.; Gujral, S.; Covassin, N.; Li, J.; Taylor, W.D.; Reynolds, C.F., III; Krafty, R.T. Association of 24-hour activity pattern phenotypes with depression symptoms and cognitive performance in aging. JAMA Psychiatry, 2022, 79(10), 1023-1031.
[http://dx.doi.org/10.1001/jamapsychiatry.2022.2573] [PMID: 36044201]
[39]
Zheng, D.D.; Swenor, B.K.; Christ, S.L.; West, S.K.; Lam, B.L.; Lee, D.J. Longitudinal associations between visual impairment and cognitive functioning. JAMA Ophthalmol., 2018, 136(9), 989-995.
[http://dx.doi.org/10.1001/jamaophthalmol.2018.2493] [PMID: 29955805]
[40]
Lin, F.R.; Yaffe, K.; Xia, J.; Xue, Q.L.; Harris, T.B.; Purchase-Helzner, E.; Satterfield, S.; Ayonayon, H.N.; Ferrucci, L.; Simonsick, E.M.; Health ABC Study Group Hearing loss and cognitive decline in older adults. JAMA Intern. Med., 2013, 173(4), 293-299.
[http://dx.doi.org/10.1001/jamainternmed.2013.1868] [PMID: 23337978]
[41]
Mitoku, K.; Masaki, N.; Ogata, Y.; Okamoto, K. Vision and hearing impairments, cognitive impairment and mortality among long-term care recipients: A population-based cohort study. BMC Geriatr., 2016, 16(1), 112.
[http://dx.doi.org/10.1186/s12877-016-0286-2] [PMID: 27233777]
[42]
Hoyer, W.J.; Stawski, R.S.; Wasylyshyn, C.; Verhaeghen, P. Adult age and digit symbol substitution performance: A meta-analysis. Psychol. Aging, 2004, 19(1), 211-214.
[http://dx.doi.org/10.1037/0882-7974.19.1.211] [PMID: 15065945]
[43]
da Silva, C.G.; Petersson, K.M.; Faísca, L.; Ingvar, M.; Reis, A. The effects of literacy and education on the quantitative and qualitative aspects of semantic verbal fluency. J. Clin. Exp. Neuropsychol., 2004, 26(2), 266-277.
[http://dx.doi.org/10.1076/jcen.26.2.266.28089] [PMID: 15202546]
[44]
Fang, I.M.; Fang, Y.J.; Hu, H.Y.; Weng, S.H. Association of visual impairment with cognitive decline among older adults in Taiwan. Sci. Rep., 2021, 11(1), 17593.
[http://dx.doi.org/10.1038/s41598-021-97095-9] [PMID: 34475488]
[45]
Schiffman, S.S. Taste and smell losses in normal aging and disease. JAMA, 1997, 278(16), 1357-1362.
[http://dx.doi.org/10.1001/jama.1997.03550160077042] [PMID: 9343468]
[46]
Fyfe, I. High-salt diet promotes Alzheimer disease-like changes. Nat. Rev. Neurol., 2020, 16(1), 2-3.
[PMID: 31712717]
[47]
Gentreau, M.; Raymond, M.; Chuy, V.; Samieri, C.; Féart, C.; Berticat, C.; Artero, S. High glycemic load is associated with cognitive decline in apolipoprotein E ε4 allele carriers. Nutrients, 2020, 12(12), 3619.
[http://dx.doi.org/10.3390/nu12123619] [PMID: 33255701]
[48]
Fischer, M.E.; Cruickshanks, K.J.; Schubert, C.R.; Pinto, A.A.; Carlsson, C.M.; Klein, B.E.K.; Klein, R.; Tweed, T.S. Age-related sensory impairments and risk of cognitive impairment. J. Am. Geriatr. Soc., 2016, 64(10), 1981-1987.
[http://dx.doi.org/10.1111/jgs.14308] [PMID: 27611845]
[49]
Anstey, K.J.; Luszcz, M.A.; Sanchez, L. A reevaluation of the common factor theory of shared variance among age, sensory function, and cognitive function in older adults. J. Gerontol. B Psychol. Sci. Soc. Sci., 2001, 56(1), P3-P11.
[http://dx.doi.org/10.1093/geronb/56.1.P3] [PMID: 11192335]
[50]
Zhao, X.; Zhou, Y.; Wei, K.; Bai, X.; Zhang, J.; Zhou, M.; Sun, X. Associations of sensory impairment and cognitive function in middle-aged and older chinese population: The china health and retirement longitudinal study. J. Glob. Health, 2021, 11, 08008.
[http://dx.doi.org/10.7189/jogh.11.08008] [PMID: 34956639]
[51]
Rolls, E.T.; Critchley, H.D.; Mason, R.; Wakeman, E.A. Orbitofrontal cortex neurons: Role in olfactory and visual association learning. J. Neurophysiol., 1996, 75(5), 1970-1981.
[http://dx.doi.org/10.1152/jn.1996.75.5.1970] [PMID: 8734596]
[52]
Doty, R.L. Olfactory dysfunction in neurodegenerative diseases: Is there a common pathological substrate? Lancet Neurol., 2017, 16(6), 478-488.
[http://dx.doi.org/10.1016/S1474-4422(17)30123-0] [PMID: 28504111]
[53]
Kuller, L.H. Subjective cognitive decline and total energy intake: Talk too much? Eur. J. Epidemiol., 2022, 37(2), 129-131.
[http://dx.doi.org/10.1007/s10654-022-00849-6] [PMID: 35211870]
[54]
Yeh, T.S.; Yuan, C.; Ascherio, A.; Rosner, B.A.; Blacker, D.; Willett, W.C. Long-term intake of total energy and fat in relation to subjective cognitive decline. Eur. J. Epidemiol., 2022, 37(2), 133-146.
[http://dx.doi.org/10.1007/s10654-021-00814-9] [PMID: 34748116]
[55]
Hong, T.; Mitchell, P.; Burlutsky, G.; Liew, G.; Wang, J.J. Visual impairment, hearing loss and cognitive function in an older population: Longitudinal findings from the blue mountains eye study. PLoS One, 2016, 11(1), e0147646.
[http://dx.doi.org/10.1371/journal.pone.0147646] [PMID: 26808979]
[56]
Valentijn, S.A.M.; Van Boxtel, M.P.J.; Van Hooren, S.A.H.; Bosma, H.; Beckers, H.J.M.; Ponds, R.W.H.M.; Jolles, J. Change in sensory functioning predicts change in cognitive functioning: Results from a 6-year follow-up in the maastricht aging study. J. Am. Geriatr. Soc., 2005, 53(3), 374-380.
[http://dx.doi.org/10.1111/j.1532-5415.2005.53152.x] [PMID: 15743277]