Advertisement
Research Article| Volume 434, 120148, March 15, 2022

Download started.

Ok

Increased homocysteine levels correlate with cortical structural damage in Parkinson's disease

  • Frederic Sampedro
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital de Sant Pau, Barcelona, Spain

    Instituto de Investigación del Hospital de Sant Pau, Barcelona, Spain
    Search for articles by this author
  • Saul Martínez-Horta
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital de Sant Pau, Barcelona, Spain

    Instituto de Investigación del Hospital de Sant Pau, Barcelona, Spain
    Search for articles by this author
  • Andrea Horta-Barba
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital de Sant Pau, Barcelona, Spain

    Instituto de Investigación del Hospital de Sant Pau, Barcelona, Spain
    Search for articles by this author
  • Michel J. Grothe
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
    Search for articles by this author
  • Miguel A. Labrador-Espinosa
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
    Search for articles by this author
  • Silvia Jesús
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
    Search for articles by this author
  • Astrid Adarmes-Gómez
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
    Search for articles by this author
  • Fátima Carrillo
    Affiliations
    Movement Disorders Unit, Neurology Department, Hospital Universitario Virgen del Rocío, Seville, Spain
    Search for articles by this author
  • Arnau Puig-Davi
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital de Sant Pau, Barcelona, Spain

    Instituto de Investigación del Hospital de Sant Pau, Barcelona, Spain
    Search for articles by this author
  • Florinda Roldán Lora
    Affiliations
    Unidad de Radiodiagnóstico, Hospital Universitario Virgen del Rocío, Seville, Spain
    Search for articles by this author
  • Miquel Aguilar Barberá
    Affiliations
    Hospital Universitari Mutua de Terrassa, Terrassa, Barcelona, Spain
    Search for articles by this author
  • Pau Pastor
    Affiliations
    Hospital Universitari Mutua de Terrassa, Terrassa, Barcelona, Spain
    Search for articles by this author
  • Sonia Escalante Arroyo
    Affiliations
    Hospital de Tortosa Verge de la Cinta (HTVC), Tortosa, Tarragona, Spain
    Search for articles by this author
  • Berta Solano Vila
    Affiliations
    Institut Catalá de la Salud (Girona), Institut d'Assisténcia Sanitaria (IAS), Spain
    Search for articles by this author
  • Anna Cots Foraster
    Affiliations
    Institut Catalá de la Salud (Girona), Institut d'Assisténcia Sanitaria (IAS), Spain
    Search for articles by this author
  • Javier Ruiz Martínez
    Affiliations
    Instituto de Investigación Biodonostia, Hospital Universitario Donostia, San Sebastián, Spain
    Search for articles by this author
  • Francisco Carrillo Padilla
    Affiliations
    Hospital Universitario de Canarias, Santa Cruz de Tenerife, Spain
    Search for articles by this author
  • Mercedes Pueyo Morlans
    Affiliations
    Hospital Universitario de Canarias, Santa Cruz de Tenerife, Spain
    Search for articles by this author
  • Isabel González Aramburu
    Affiliations
    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital Universitario Marqués de Valdecilla, Santander, Spain
    Search for articles by this author
  • Jon Infante Ceberio
    Affiliations
    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital Universitario Marqués de Valdecilla, Santander, Spain
    Search for articles by this author
  • Jorge Hernández Vara
    Affiliations
    Neurology Department and Neurodegenerative Diseases Research Group, Vall D'Hebron Universitary Campus, Barcelona, Spain
    Search for articles by this author
  • Oriol de Fábregues-Boixar
    Affiliations
    Neurology Department and Neurodegenerative Diseases Research Group, Vall D'Hebron Universitary Campus, Barcelona, Spain
    Search for articles by this author
  • Teresa de Deus Fonticoba
    Affiliations
    Complejo Hospitalario Universitario de Ferrol (CHUF), Hospital Arquitecto Marcide, Ferrol, Spain
    Search for articles by this author
  • Asunción Ávila
    Affiliations
    Consorci Sanitari Integral, Hospital General de L'Hospitalet, L'Hospitalet de Llobregat, Barcelona, Spain
    Search for articles by this author
  • Juan Carlos Martínez-Castrillo
    Affiliations
    Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
    Search for articles by this author
  • Helena Bejr-Kasem
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital de Sant Pau, Barcelona, Spain

    Instituto de Investigación del Hospital de Sant Pau, Barcelona, Spain
    Search for articles by this author
  • Antonia Campolongo
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital de Sant Pau, Barcelona, Spain

    Instituto de Investigación del Hospital de Sant Pau, Barcelona, Spain
    Search for articles by this author
  • Berta Pascual-Sedano
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital de Sant Pau, Barcelona, Spain

    Instituto de Investigación del Hospital de Sant Pau, Barcelona, Spain
    Search for articles by this author
  • COPPADIS Study Group
  • Pablo Martínez-Martín
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain
    Search for articles by this author
  • Diego Santos-García
    Affiliations
    Complejo Hospitalario Universitario de A Coruña (CHUAC), A Coruña, Spain
    Search for articles by this author
  • Pablo Mir
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, Seville, Spain
    Search for articles by this author
  • Jaime Kulisevsky
    Correspondence
    Corresponding author at: Movement Disorders Unit, Neurology Department, Hospital de la Santa Creu i Sant Pau, C/Mas Casanovas 90, 08041 Barcelona, Spain.
    Affiliations
    Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Madrid, Spain

    Unidad de Trastornos del Movimiento, Servicio de Neurología, Hospital de Sant Pau, Barcelona, Spain

    Instituto de Investigación del Hospital de Sant Pau, Barcelona, Spain
    Search for articles by this author
Published:January 11, 2022DOI:https://doi.org/10.1016/j.jns.2022.120148

      Highlights

      • Parkinson's disease (PD) patients appear to show increased homocysteine levels.
      • Homocysteine correlated in turn with cognitive performance in our PD sample.
      • Homocysteine was also associated with cortical macro- and microstructural alterations.
      • This metabolic marker may play a role in cortical degeneration in the PD population.

      Abstract

      Background

      Blood homocysteine appears to be increased in Parkinson's disease (PD) and may play a role in the development and progression of this disorder. However, the specific contribution of abnormal homocysteine levels to cortical degeneration in PD remains elusive.

      Objective

      To characterize the cortical structural correlates of homocysteine levels in PD.

      Methods

      From the COPPADIS cohort, we identified a subset of PD patients and healthy controls (HC) with available homocysteine and imaging data. Surface-based vertex-wise multiple regression analyses were performed to investigate the cortical macrostructural (cortical thinning) and microstructural (increased intracortical diffusivity) correlates of homocysteine levels in this sample.

      Results

      A total of 137 PD patients and 43 HC were included. Homocysteine levels were increased in the PD group (t = −2.2, p = 0.03), correlating in turn with cognitive performance (r = −0.2, p = 0.03). Homocysteine in PD was also associated with frontal cortical thinning and, in a subset of patients with available DTI data, with microstructural damage in frontal and posterior-cortical regions (p < 0.05 Monte-Carlo corrected).

      Conclusions

      Homocysteine in PD appears to be associated with cognitive performance and structural damage in the cerebral cortex. These findings not only reinforce the presence and importance of cortical degeneration in PD, but also suggest that homocysteine plays a role among the multiple pathological processes thought to be involved in its development.

      Keywords

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Journal of the Neurological Sciences
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • de Lau L.M.L.
        • Breteler M.M.B.
        Epidemiology of Parkinson’s disease.
        Lancet Neurol. 2006; 5: 525-535https://doi.org/10.1016/S1474-4422(06)70471-9
        • Martinez-Martin P.
        • Rodriguez-Blazquez C.
        • Kurtis M.M.
        • Chaudhuri K.R.
        NMSS validation group, the impact of non-motor symptoms on health-related quality of life of patients with Parkinson’s disease.
        Mov. Disord. 2011; 26: 399-406https://doi.org/10.1002/mds.23462
        • Seppi K.
        • Ray Chaudhuri K.
        • Coelho M.
        • Fox S.H.
        • Katzenschlager R.
        • Perez Lloret S.
        • Weintraub D.
        • C.
        Sampaio, the collaborators of the Parkinson’s disease update on non-motor symptoms study group on behalf of the movement disorders society evidence-based medicine committee, update on treatments for nonmotor symptoms of Parkinson’s disease-an evidence-based medicine review.
        Mov. Disord. 2019; 34: 180-198https://doi.org/10.1002/mds.27602
        • Aarsland D.
        • Creese B.
        • Politis M.
        • Chaudhuri K.R.
        • Ffytche D.H.
        • Weintraub D.
        • Ballard C.
        Cognitive decline in Parkinson disease.
        Nat. Rev. Neurol. 2017; 13: 217-231https://doi.org/10.1038/nrneurol.2017.27
        • Hanganu A.
        • Monchi O.
        Interaction between neuropsychiatric symptoms and cognitive performance in Parkinson’s disease: what do clinical and neuroimaging studies tell us?.
        Curr. Neurol. Neurosci. Rep. 2018; 18: 91https://doi.org/10.1007/s11910-018-0907-6
        • Sampedro F.
        • Martínez-Horta S.
        • Marín-Lahoz J.
        • Pagonabarraga J.
        • Kulisevsky J.
        Longitudinal intracortical diffusivity changes in de-novo Parkinson’s disease: a promising imaging biomarker.
        Parkinsonism Relat. Disord. 2019; 68: 22-25https://doi.org/10.1016/j.parkreldis.2019.09.031
        • Sampedro F.
        • Marín-Lahoz J.
        • Martínez-Horta S.
        • Pagonabarraga J.
        • Kulisevsky J.
        Dopaminergic degeneration induces early posterior cortical thinning in Parkinson’s disease.
        Neurobiol. Dis. 2019; 124: 29-35https://doi.org/10.1016/j.nbd.2018.11.001
        • Sampedro F.
        • Pérez-González R.
        • Martínez-Horta S.
        • Marín-Lahoz J.
        • Pagonabarraga J.
        • Kulisevsky J.
        Serum neurofilament light chain levels reflect cortical neurodegeneration in de novo Parkinson’s disease.
        Parkinsonism Relat. Disord. 2020; 74: 43-49https://doi.org/10.1016/j.parkreldis.2020.04.009
        • van der Zee S.
        • Müller M.L.T.M.
        • Kanel P.
        • van Laar T.
        • Bohnen N.I.
        Cholinergic denervation patterns across cognitive domains in Parkinson’s disease.
        Mov. Disord. 2021; 36: 642-650https://doi.org/10.1002/mds.28360
        • Barone P.
        Neurotransmission in Parkinson’s disease: beyond dopamine.
        Eur. J. Neurol. 2010; 17: 364-376https://doi.org/10.1111/j.1468-1331.2009.02900.x
        • Pilotto A.
        • Turrone R.
        • Liepelt-Scarfone I.
        • Bianchi M.
        • Poli L.
        • Borroni B.
        • Alberici A.
        • Premi E.
        • Formenti A.
        • Bigni B.
        • Cosseddu M.
        • Cottini E.
        • Berg D.
        • Padovani A.
        Vascular risk factors and cognition in Parkinson’s disease.
        J. Alzheimers Dis. 2016; 51: 563-570https://doi.org/10.3233/JAD-150610
        • Guo Y.
        • Xu W.
        • Liu F.-T.
        • Li J.-Q.
        • Cao X.-P.
        • Tan L.
        • Wang J.
        • Yu J.-T.
        Modifiable risk factors for cognitive impairment in Parkinson’s disease: a systematic review and meta-analysis of prospective cohort studies.
        Mov. Disord. 2019; 34: 876-883https://doi.org/10.1002/mds.27665
        • Chahine L.
        • Dos S.C.
        • Fullard M.
        • Scordia S.
        • Weintraub D.
        • Erus G.
        • Rosenthal L.
        • Davatzikos C.
        • McMillan C.
        Modifiable vascular risk factors, white matter disease, and cognition in early Parkinson’s disease.
        Eur. J. Neurol. 2019; 26: 246-e18https://doi.org/10.1111/ene.13797
        • Tchistiakova E.
        • MacIntosh B.J.
        Alzheimer’s disease neuroimaging initiative, summative effects of vascular risk factors on cortical thickness in mild cognitive impairment.
        Neurobiol. Aging. 2016; 45: 98-106https://doi.org/10.1016/j.neurobiolaging.2016.05.011
        • Han W.
        • Sapkota S.
        • Camicioli R.
        • Dixon R.A.
        • Li L.
        Profiling novel metabolic biomarkers for Parkinson’s disease using in-depth Metabolomic analysis.
        Mov. Disord. 2017; 32: 1720-1728https://doi.org/10.1002/mds.27173
        • Cipriani S.
        • Chen X.
        • Schwarzschild M.A.
        Urate: a novel biomarker of Parkinson’s disease risk, diagnosis and prognosis.
        Biomark. Med. 2010; 4: 701-712https://doi.org/10.2217/bmm.10.94
        • Fan X.
        • Zhang L.
        • Li H.
        • Chen G.
        • Qi G.
        • Ma X.
        • Jin Y.
        Role of homocysteine in the development and progression of Parkinson’s disease.
        Ann. Clin. Transl. Neurol. 2020; 7: 2332-2338https://doi.org/10.1002/acn3.51227
        • Sleeman I.
        • Lawson R.A.
        • Yarnall A.J.
        • Duncan G.W.
        • Johnston F.
        • Khoo T.K.
        • Burn D.J.
        Urate and homocysteine: predicting motor and cognitive changes in newly diagnosed Parkinson’s disease.
        J. Parkinsons Dis. 2019; 9: 351-359https://doi.org/10.3233/JPD-181535
        • Licking N.
        • Murchison C.
        • Cholerton B.
        • Zabetian C.P.
        • Hu S.-C.
        • Montine T.J.
        • Peterson-Hiller A.L.
        • Chung K.A.
        • Edwards K.
        • Leverenz J.B.
        • Quinn J.F.
        Homocysteine and cognitive function in Parkinson’s disease.
        Parkinsonism Relat. Disord. 2017; 44: 1-5https://doi.org/10.1016/j.parkreldis.2017.08.005
        • Liu X.
        • Dong T.
        • Zhang Y.
        • Zhao Y.
        • Yang J.
        • Gu C.
        • Ren T.
        • Li B.
        • Zhang Y.
        • Bao L.
        • Jiao K.
        Relationship between serum homocysteine level and cognitive impairment in patients with Parkinson‘s disease.
        Pteridines. 2019; 30: 177-182https://doi.org/10.1515/pteridines-2019-0023
        • Bakeberg M.C.
        • Jefferson A.
        • Riley M.
        • Byrnes M.
        • Ghosh S.
        • Mastaglia F.L.
        • Horne M.K.
        • McGregor S.
        • Stell R.
        • Kenna J.
        • Walters S.
        • Hince D.
        • Anderton R.S.
        Elevated serum homocysteine levels have differential gender-specific associations with motor and cognitive states in Parkinson’s disease.
        Parkinsons Dis. 2019; 2019: 3124295https://doi.org/10.1155/2019/3124295
        • Montal V.
        • Vilaplana E.
        • Pegueroles J.
        • Bejanin A.
        • Alcolea D.
        • Carmona-Iragui M.
        • Clarimón J.
        • Levin J.
        • Cruchaga C.
        • Graff-Radford N.R.
        • Noble J.M.
        • Lee J.
        • Allegri R.
        • Karch C.M.
        • Laske C.
        • Schofield P.R.
        • Salloway S.
        • Ances B.
        • Benzinger T.
        • McDale E.
        • Bateman R.
        • Blesa R.
        • Sánchez-Valle R.
        • Lleó A.
        • Fortea J.
        For the dominantly inherited Alzheimer network (DIAN), Biphasic cortical macro- and microstructural changes in autosomal dominant Alzheimer’s disease.
        Alzheimers Dement. 2021; 17: 618-628https://doi.org/10.1002/alz.12224
        • Hutton C.
        • Draganski B.
        • Ashburner J.
        • Weiskopf N.
        A comparison between voxel-based cortical thickness and voxel-based morphometry in normal aging.
        Neuroimage. 2009; 48: 371-380https://doi.org/10.1016/j.neuroimage.2009.06.043
        • Fischl B.
        • Dale A.M.
        Measuring the thickness of the human cerebral cortex from magnetic resonance images.
        Proc. Natl. Acad. Sci. U. S. A. 2000; 97: 11050-11055https://doi.org/10.1073/pnas.200033797
        • Montal V.
        • Vilaplana E.
        • Alcolea D.
        • Pegueroles J.
        • Pasternak O.
        • González-Ortiz S.
        • Clarimón J.
        • Carmona-Iragui M.
        • Illán-Gala I.
        • Morenas-Rodríguez E.
        • Ribosa-Nogué R.
        • Sala I.
        • Sánchez-Saudinós M.-B.
        • García-Sebastian M.
        • Villanúa J.
        • Izagirre A.
        • Estanga A.
        • Ecay-Torres M.
        • Iriondo A.
        • Clerigue M.
        • Tainta M.
        • Pozueta A.
        • González A.
        • Martínez-Heras E.
        • Llufriu S.
        • Blesa R.
        • Sanchez-Juan P.
        • Martínez-Lage P.
        • Lleó A.
        • Fortea J.
        Cortical microstructural changes along the Alzheimer’s disease continuum.
        Alzheimers Dement. 2018; 14: 340-351https://doi.org/10.1016/j.jalz.2017.09.013
        • Illán-Gala I.
        • Montal V.
        • Borrego-Écija S.
        • Vilaplana E.
        • Pegueroles J.
        • Alcolea D.
        • Sánchez-Saudinós B.
        • Clarimón J.
        • Turón-Sans J.
        • Bargalló N.
        • González-Ortiz S.
        • Rosen H.J.
        • Gorno-Tempini M.L.
        • Miller B.L.
        • Lladó A.
        • Rojas-García R.
        • Blesa R.
        • Sánchez-Valle R.
        • Lleó A.
        • Fortea J.
        Catalan frontotemporal dementia initiative (CATFI) and the frontotemporal lobar degeneration neuroimaging initiative (FTLDNI), cortical microstructure in the behavioural variant of frontotemporal dementia: looking beyond atrophy.
        Brain. 2019; 142: 1121-1133https://doi.org/10.1093/brain/awz031
        • Sampedro F.
        • Martínez-Horta S.
        • Perez-Perez J.
        • Horta-Barba A.
        • Martin-Lahoz J.
        • Alonso-Solís A.
        • Corripio I.
        • Gomez-Anson B.
        • Kulisevsky J.
        Widespread increased diffusivity reveals early cortical degeneration in Huntington disease.
        AJNR Am. J. Neuroradiol. 2019; 40: 1464-1468https://doi.org/10.3174/ajnr.A6168
        • Santos-García D.
        • Mir P.
        • Cubo E.
        • Vela L.
        • Rodríguez-Oroz M.C.
        • Martí M.J.
        • Arbelo J.M.
        • Infante J.
        • Kulisevsky J.
        • Martínez-Martín P.
        • COPPADIS Study Group
        COPPADIS-2015 (COhort of Patients with PArkinson’s DIsease in Spain, 2015), a global--clinical evaluations, serum biomarkers, genetic studies and neuroimaging--prospective, multicenter, non-interventional, long-term study on Parkinson’s disease progression.
        BMC Neurol. 2016; 16: 26https://doi.org/10.1186/s12883-016-0548-9
        • Grothe M.J.
        • Labrador-Espinosa M.A.
        • Jesús S.
        • Macías-García D.
        • Adarmes-Gómez A.
        • Carrillo F.
        • Camacho E.I.
        • Franco-Rosado P.
        • Lora F.R.
        • Martín-Rodríguez J.F.
        • Barberá M.A.
        • Pastor P.
        • Arroyo S.E.
        • Vila B.S.
        • Foraster A.C.
        • Martínez J.R.
        • Padilla F.C.
        • Morlans M.P.
        • Aramburu I.G.
        • Ceberio J.I.
        • Vara J.H.
        • de Fábregues-Boixar O.
        • de Deus Fonticoba T.
        • Pascual-Sedano B.
        • Kulisevsky J.
        • Martínez-Martín P.
        • Santos-García D.
        • Mir P.
        In vivo cholinergic basal forebrain degeneration and cognition in Parkinson’s disease: imaging results from the COPPADIS study.
        Parkinsonism Relat. Disord. 2021; 88: 68-75https://doi.org/10.1016/j.parkreldis.2021.05.027
        • Sampedro F.
        • Pérez-Pérez J.
        • Martínez-Horta S.
        • Pérez-González R.
        • Horta-Barba A.
        • Campolongo A.
        • Izquierdo C.
        • Pagonabarraga J.
        • Gómez-Ansón B.
        • Kulisevsky J.
        Cortical microstructural correlates of plasma neurofilament light chain in Huntington’s disease.
        Parkinsonism Relat. Disord. 2021; 85: 91-94https://doi.org/10.1016/j.parkreldis.2021.03.008
        • Illán-Gala I.
        • Casaletto K.B.
        • Borrego-Écija S.
        • Arenaza-Urquijo E.M.
        • Wolf A.
        • Cobigo Y.
        • Goh S.Y.M.
        • Staffaroni A.M.
        • Alcolea D.
        • Fortea J.
        • Blesa R.
        • Clarimon J.
        • Iulita M.F.
        • Brugulat-Serrat A.
        • Lladó A.
        • Grinberg L.T.
        • Possin K.
        • Rankin K.P.
        • Kramer J.H.
        • Rabinovici G.D.
        • Boxer A.
        • Seeley W.W.
        • Sturm V.E.
        • Gorno-Tempini M.L.
        • Miller B.L.
        • Sánchez-Valle R.
        • Perry D.C.
        • Lleó A.
        • Rosen H.J.
        Sex differences in the behavioral variant of frontotemporal dementia: a new window to executive and behavioral reserve.
        Alzheimers Dement. 2021; https://doi.org/10.1002/alz.12299
        • Xu R.
        • Huang F.
        • Wang Y.
        • Liu Q.
        • Lv Y.
        • Zhang Q.
        Gender- and age-related differences in homocysteine concentration: a cross-sectional study of the general population of China.
        Sci. Rep. 2020; 10: 17401https://doi.org/10.1038/s41598-020-74596-7
        • Rogers J.D.
        • Sanchez-Saffon A.
        • Frol A.B.
        • Diaz-Arrastia R.
        Elevated plasma homocysteine levels in patients treated with levodopa: association with vascular disease.
        Arch. Neurol. 2003; 60: 59-64https://doi.org/10.1001/archneur.60.1.59
        • Ciaccio M.
        • Bellia C.
        Hyperhomocysteinemia and cardiovascular risk: effect of vitamin supplementation in risk reduction.
        Curr. Clin. Pharmacol. 2010; 5: 30-36https://doi.org/10.2174/157488410790410551
        • Martinez-Horta S.
        • Kulisevsky J.
        Mild cognitive impairment in Parkinson’s disease.
        J. Neural Transm. (Vienna). 2019; 126: 897-904https://doi.org/10.1007/s00702-019-02003-1
        • Aracil-Bolaños I.
        • Sampedro F.
        • Marín-Lahoz J.
        • Horta-Barba A.
        • Martínez-Horta S.
        • Botí M.
        • Pérez-Pérez J.
        • Bejr-Kasem H.
        • Pascual-Sedano B.
        • Campolongo A.
        • Izquierdo C.
        • Gironell A.
        • Gómez-Ansón B.
        • Kulisevsky J.
        • Pagonabarraga J.
        A divergent breakdown of neurocognitive networks in Parkinson’s disease mild cognitive impairment.
        Hum. Brain Mapp. 2019; 40: 3233-3242https://doi.org/10.1002/hbm.24593
        • Williams-Gray C.H.
        • Evans J.R.
        • Goris A.
        • Foltynie T.
        • Ban M.
        • Robbins T.W.
        • Brayne C.
        • Kolachana B.S.
        • Weinberger D.R.
        • Sawcer S.J.
        • Barker R.A.
        The distinct cognitive syndromes of Parkinson’s disease: 5 year follow-up of the CamPaIGN cohort.
        Brain. 2009; 132: 2958-2969https://doi.org/10.1093/brain/awp245
        • Kehagia A.A.
        • Barker R.A.
        • Robbins T.W.
        Neuropsychological and clinical heterogeneity of cognitive impairment and dementia in patients with Parkinson’s disease.
        Lancet Neurol. 2010; 9: 1200-1213https://doi.org/10.1016/S1474-4422(10)70212-X