MASSIMILIANO PASSARETTI

PhD Graduate

PhD program:: XXXVIII



Thesis title: Individual Disease Trajectory Modifiers in Parkinson’s Disease: How Motor Compensation and Biological Phenotypes Shape Disease Evolution

Parkinson’s disease (PD) is not a uniform disorder but a dynamic spectrum of biological processes interacting with the brain’s intrinsic capacity for adaptation. Disease manifestation and progression vary widely across individuals. Understanding the individual trajectory modifiers, the biological and neurophysiological factors that determine how pathology translates into symptoms, is essential for explaining clinical heterogeneity and developing stage-specific interventions. This thesis explores PD evolution in individual trajectories through two complementary perspectives: (I) how neurophysiological adaptations delay the clinical manifestation of PD despite ongoing dopaminergic loss, and (II) dissects why patients with apparently similar motor diagnoses follow vastly different clinical trajectories by identifying and validating pathophysiology-grounded phenotypes that diverge in their pathological origin and spread, molecular signatures, and clinical outcomes. In the first part, we established an empirical framework to quantify motor compensation in early PD by integrating dopaminergic imaging, clinical data, and transcranial magnetic stimulation. We identified a subgroup of patients with bilateral nigrostriatal degeneration but unilateral symptoms, revealing that enhanced plasticity in the presymptomatic hemisphere sustains motor function despite substantial dopamine loss. These results provide direct in vivo evidence that cortical adaptability can mask neurodegeneration, effectively decoupling biological and clinical disease stages. In the second part, we tested the Synuclein Origin and Connectome model in over 2,000 prodromal and clinical PD cases from the Parkinson’s Progression Marker Initiative. This model proposes two biologically distinct subtypes defined by the presumed site of α-synuclein pathology onset, peripheral autonomic structures in the body-first form and central brain regions in the brain-first form. We demonstrated that body-first and brain-first forms of PD represent distinct biological entities with specific clinical trajectories, imaging signatures, and genetic determinants. Body-first PD presenting with early autonomic and REM sleep dysfunction showed symmetrical dopaminergic and glymphatic alterations, and faster motor and cognitive decline, whereas brain-first PD exhibited asymmetric top-down propagation, slower progression. The phenotypes were linked with unique genetic associations. Together, these studies propose an integrated model of PD evolution in which disease expression emerges from the balance between neurodegeneration and compensation, modulated by individual biological architecture. By linking molecular, imaging, and physiological dimensions, this work moves toward a biologically grounded stratification of PD, proposing updates to the actual PD staging system frameworks, redefining how we conceptualise, monitor, and treat the disease across its continuum.

Research products

11573/1741284 - 2025 - Pathophysiological Role of Primary Motor Cortex in Essential Tremor
Birreci, Daniele; Angelini, Luca; Paparella, Giulia; Costa, Davide; Cannavacciuolo, Antonio; Passaretti, Massimiliano; De Riggi, Martina; Aloisio, Simone; Colella, Donato; Guerra, Andrea; Bologna, Matteo - 01a Articolo in rivista
paper: MOVEMENT DISORDERS (-WILEY-LISS, DIV JOHN WILEY & SONS INC, 111 RIVER ST, HOBOKEN, USA, NJ, 07030 -Lippincott, Williams & Wilkins:530 Walnut Street:Philadelphia, PA 19106:(800)638-3030, (301)223-2300, EMAIL: orders@lww.com, INTERNET: http://www.lww.com, Fax: (301)223-2320, (301)223-2320) pp. 1-13 - issn: 0885-3185 - wos: WOS:001468855500001 (4) - scopus: 2-s2.0-105002724214 (5)

11573/1746599 - 2025 - Rate of change in upper and lower motor neuron burden is associated with survival in amyotrophic lateral sclerosis
Maranzano, A.; Gentile, F.; Passaretti, M.; Doretti, A.; Colombo, E.; Wall, A. K.; Treddenti, M.; Patisso, V.; De Lorenzo, A.; Gendarini, C.; Cocuzza, A.; Maio, A. D.; Pierro, S.; Poletti, B.; Cinnante, C. M.; Morelli, C.; Messina, S.; Pereira, J. B.; Hardiman, O.; Silani, V.; Verde, F.; Ticozzi, N. - 01a Articolo in rivista
paper: JOURNAL OF NEUROLOGY (Heidelberg Germany: Springer Verlag) pp. - - issn: 0340-5354 - wos: WOS:001459861500001 (0) - scopus: 2-s2.0-105003264889 (0)

11573/1746597 - 2025 - Computational memory capacity predicts aging and cognitive decline
Mijalkov, Mite; Storm, Ludvig; Zufiria-Gerbolés, Blanca; Veréb, Dániel; Xu, Zhilei; Canal-Garcia, Anna; Sun, Jiawei; Chang, Yu-Wei; Zhao, Hang; Gómez-Ruiz, Emiliano; Passaretti, Massimiliano; Garcia-Ptacek, Sara; Kivipelto, Miia; Svenningsson, Per; Zetterberg, Henrik; Jacobs, Heidi; Lüdge, Kathy; Brunner, Daniel; Mehlig, Bernhard; Volpe, Giovanni; Pereira, Joana B. - 01a Articolo in rivista
paper: NATURE COMMUNICATIONS (London: Nature Publishing Group-Springer Nature) pp. - - issn: 2041-1723 - wos: (0) - scopus: (0)

11573/1746596 - 2025 - Clinical progression and genetic pathways in body-first and brain-first Parkinson’s disease
Passaretti, Massimiliano; Veréb, Daniel; Mijalkov, Mite; Chang, Yu-Wei; Zhao, Hang; Zufiria-Gerbolés, Blanca; Sun, Jiawei; Volpe, Giovanni; Rivera, Natalia; Bologna, Matteo; Pereira, Joana B. - 01a Articolo in rivista
paper: MOLECULAR NEURODEGENERATION (London : BioMed Central) pp. 1-20 - issn: 1750-1326 - wos: WOS:001512782300001 (5) - scopus: 2-s2.0-105008546814 (5)

11573/1713457 - 2024 - Clinical and kinematic characterization of parkinsonian soft signs in essential tremor
Angelini, Luca; Paparella, Giulia; Cannavacciuolo, Antonio; Costa, Davide; Birreci, Daniele; De Riggi, Martina; Passaretti, Massimiliano; Colella, Donato; Guerra, Andrea; Berardelli, Alfredo; Bologna, Matteo - 01a Articolo in rivista
paper: JOURNAL OF NEURAL TRANSMISSION (Wien : Springer) pp. - - issn: 1435-1463 - wos: WOS:001222378400001 (0) - scopus: 2-s2.0-85193360220 (0)

11573/1721010 - 2024 - The Role of Non-Invasive Brain Modulation in Identifying Disease Biomarkers for Diagnostic and Therapeutic Purposes in Parkinsonism
Birreci, Daniele; De Riggi, Martina; Costa, Davide; Angelini, Luca; Cannavacciuolo, Antonio; Passaretti, Massimiliano; Paparella, Giulia; Guerra, Andrea; Bologna, Matteo - 01g Articolo di rassegna (Review)
paper: BRAIN SCIENCES (Basel: Molecular Diversity Preservation International) pp. - - issn: 2076-3425 - wos: WOS:001276767600001 (9) - scopus: 2-s2.0-85199654024 (11)

11573/1724457 - 2024 - Impact of SARS-CoV-2 infection on essential tremor: a retrospective clinical and kinematic analysis
Costa, Davide; Grandolfo, Sofia; Birreci, Daniele; Angelini, Luca; Passaretti, Massimiliano; Cannavacciuolo, Antonio; Martini, Adriana; De Riggi, Martina; Paparella, Giulia; Fasano, Alfonso; Bologna, Matteo - 01a Articolo in rivista
paper: THE CEREBELLUM (New York: Springer London: Martin Dunitz Ltd, 2002-) pp. - - issn: 1473-4230 - wos: WOS:001329085600001 (1) - scopus: 2-s2.0-85206364352 (1)

11573/1704371 - 2024 - Theta-tACS modulates cerebellar-related motor functions and cerebellar-cortical connectivity
Guerra, Andrea; Paparella, Giulia; Passaretti, Massimiliano; Costa, Davide; Birreci, Daniele; De Biase, Alessandro; Colella, Donato; Angelini, Luca; Cannavacciuolo, Antonio; Berardelli, Alfredo; Bologna, Matteo - 01a Articolo in rivista
paper: CLINICAL NEUROPHYSIOLOGY (Elsevier Science Ireland Limited:PO Box 85, Limerick Ireland:011 353 61 709600, 011 353 61 61944, EMAIL: usinfo-f@elsevier.com, INTERNET: http://www.elsevier.com, Fax: 011 353 61 709114) pp. 159-169 - issn: 1388-2457 - wos: WOS:001156826200001 (14) - scopus: 2-s2.0-85182515746 (16)

11573/1713464 - 2024 - Insight into the Relationship Between Motor and Cognitive Symptoms in Essential Tremor
Paparella, Giulia; Angelini, Luca; Margiotta, Roberta; Passaretti, Massimiliano; Birreci, Daniele; Costa, Davide; Cannavacciuolo, Antonio; De Riggi, Martina; Alunni Fegatelli, Danilo; Bologna, Matteo - 01a Articolo in rivista
paper: THE CEREBELLUM (New York: Springer London: Martin Dunitz Ltd, 2002-) pp. - - issn: 1473-4230 - wos: WOS:001223824200001 (11) - scopus: 2-s2.0-85193039408 (14)

11573/1704243 - 2024 - Interhemispheric imbalance and bradykinesia features in Parkinson’s disease
Paparella, Giulia; De Riggi, Martina; Cannavacciuolo, Antonio; Costa, Davide; Birreci, Daniele; Passaretti, Massimiliano; Angelini, Luca; Colella, Donato; Guerra, Andrea; Berardelli, Alfredo; Bologna, Matteo - 01a Articolo in rivista
paper: BRAIN COMMUNICATIONS ([Oxford]: Oxford University Press on behalf of the Guarantors of Brain) pp. - - issn: 2632-1297 - wos: WOS:001163597900001 (9) - scopus: 2-s2.0-85185252151 (12)

11573/1721008 - 2024 - Neurophysiological markers of motor compensatory mechanisms in early Parkinson’s disease
Passaretti, Massimiliano; Cilia, Roberto; Rinaldo, Sara; Rossi Sebastiano, Davide; Orunesu, Eva; Devigili, Grazia; Braccia, Arianna; Paparella, Giulia; De Riggi, Martina; Van Eimeren, Thilo; Strafella, Antonio Paolo; Lanteri, Paola; Berardelli, Alfredo; Bologna, Matteo; Eleopra, Roberto - 01a Articolo in rivista
paper: BRAIN (-Oxford: Oxford University Press -Oxford: Clarendon Press -London: Macmillan -London: Butterworths Scientific Publications, 1878-) pp. - - issn: 0006-8950 - wos: WOS:001298079700001 (17) - scopus: (0)

11573/1713463 - 2024 - The Role of Cerebellum and Basal Ganglia Functional Connectivity in Altered Voluntary Movement Execution in Essential Tremor
Passaretti, Massimiliano; Piervincenzi, Claudia; Baione, Viola; Pasqua, Gabriele; Colella, Donato; Pietracupa, Sara; Petsas, Nikolaos; Angelini, Luca; Cannavacciuolo, Antonio; Paparella, Giulia; Berardelli, Alfredo; Pantano, Patrizia; Bologna, Matteo - 01a Articolo in rivista
paper: THE CEREBELLUM (New York: Springer London: Martin Dunitz Ltd, 2002-) pp. 2060-2081 - issn: 1473-4230 - wos: WOS:001226562400001 (8) - scopus: 2-s2.0-85193360805 (7)

11573/1692529 - 2023 - Clinical Features of Idiopathic Normal Pressure Hydrocephalus. Critical Review of Objective Findings
Bluett, Brent; Ash, Elissa; Farheen, Amtul; Fasano, Alfonso; Krauss, Joachim K; Maranzano, Alessio; Passaretti, Massimiliano; Tang-Wai, David F; Van Gerpen, Jay; Alonso-Canovas, Araceli; Youn, Jinyoung; Malm, Jan; Martino, Davide - 01g Articolo di rassegna (Review)
paper: MOVEMENT DISORDERS CLINICAL PRACTICE (Hoboken, NJ : John Wiley & Sons, 2014-) pp. 9-16 - issn: 2330-1619 - wos: WOS:000888002200001 (29) - scopus: 2-s2.0-85142926926 (29)

11573/1690817 - 2023 - Subtle changes in central dopaminergic tone underlie bradykinesia in essential tremor
Colella, Donato; Passaretti, Massimiliano; Frantellizzi, Viviana; De Feo, Maria Silvia; Cannavacciuolo, Antonio; Angelini, Luca; Birreci, Daniele; Costa, Davide; Paparella, Giulia; Guerra, Andrea; De Vincentis, Giuseppe; Berardelli, Alfredo; Bologna, Matteo - 01a Articolo in rivista
paper: NEUROIMAGE. CLINICAL (Amsterdam : Elsevier) pp. 103526- - issn: 2213-1582 - wos: WOS:001098956900001 (13) - scopus: 2-s2.0-85174001884 (13)

11573/1690816 - 2023 - One-Year Follow-Up on Essential Tremor Worsening After SARS-CoV-2 Infection: a Series of Two Cases
Costa, Davide; Birreci, Daniele; Passaretti, Massimiliano; Angelini, Luca; Colella, Donato; Cannavacciuolo, Antonio; Paparella, Giulia; Berardelli, Alfredo; Bologna, Matteo - 01i Case report
paper: THE CEREBELLUM (New York: Springer London: Martin Dunitz Ltd, 2002-) pp. - - issn: 1473-4222 - wos: WOS:001063662100001 (2) - scopus: 2-s2.0-85169079800 (3)

11573/1677549 - 2023 - Relationship between the interlimb transfer of a visuomotor learning task and interhemispheric inhibition in healthy humans
Paparella, Giulia; De Riggi, Martina; Cannavacciuolo, Antonio; Colella, Donato; Costa, Davide; Birreci, Daniele; Passaretti, Massimiliano; Angelini, Luca; Guerra, Andrea; Berardelli, Alfredo; Bologna, Matteo - 01a Articolo in rivista
paper: CEREBRAL CORTEX (New York, NY : Oxford University Press, c1991-) pp. - - issn: 1047-3211 - wos: WOS:000945332700001 (9) - scopus: 2-s2.0-85163489766 (10)

11573/1692621 - 2023 - Gait Analysis in Idiopathic Normal Pressure Hydrocephalus. A Meta-Analysis
Passaretti, M.; Maranzano, A.; Bluett, B.; Rajalingam, R.; Fasano, A. - 01g Articolo di rassegna (Review)
paper: MOVEMENT DISORDERS CLINICAL PRACTICE (Hoboken, NJ : John Wiley & Sons, 2014-) pp. 1574-1584 - issn: 2330-1619 - wos: WOS:001075648200001 (14) - scopus: 2-s2.0-85173439652 (17)

11573/1660560 - 2022 - Kinematic assessment of bradykinesia due to focal basal ganglia lesions: a series of two ischemic stroke cases
Cannavacciuolo, A.; Paparella, G.; Guerra, A.; Colella, D.; Angelini, L.; De Biase, A.; Passaretti, M.; Berardelli, A.; Bologna, M. - 01f Lettera, Nota
paper: PARKINSONISM & RELATED DISORDERS (Elsevier Science:Molenwarf 1, 1014 AG Amsterdam The Netherlands:011 31 20 4853597, EMAIL: p.j.bishop@elsevier.com, INTERNET: http://www.elsevier.com, Fax: 011 31 20 4853249) pp. 35-37 - issn: 1353-8020 - wos: WOS:000869182800008 (1) - scopus: 2-s2.0-85139304033 (1)

11573/1660559 - 2022 - Validating a Portable Device for Blinking Analyses through Laboratory Neurophysiological Techniques
Paparella, G.; De Biase, A.; Cannavacciuolo, A.; Colella, D.; Passaretti, M.; Angelini, L.; Guerra, A.; Berardelli, A.; Bologna, M. - 01a Articolo in rivista
paper: BRAIN SCIENCES (Basel: Molecular Diversity Preservation International) pp. - - issn: 2076-3425 - wos: WOS:000858569000001 (11) - scopus: 2-s2.0-85138785819 (11)

11573/1617748 - 2022 - Worsening of Essential Tremor After SARS-CoV-2 Infection
Passaretti, M.; De Biase, A.; Paparella, G.; Angelini, L.; Cannavacciuolo, A.; Colella, D.; Berardelli, A.; Bologna, M. - 01a Articolo in rivista
paper: THE CEREBELLUM (New York: Springer London: Martin Dunitz Ltd, 2002-) pp. - - issn: 1473-4222 - wos: WOS:000739776800001 (12) - scopus: 2-s2.0-85122340986 (10)

11573/1646343 - 2022 - Reply to “Intensification of an Essential Tremor by SARS-CoV-2”
Passaretti, M.; Paparella, G.; De Biase, A.; Angelini, L.; Cannavacciuolo, A.; Colella, D.; Berardelli, A.; Bologna, M. - 01b Commento, Erratum, Replica e simili
paper: THE CEREBELLUM (New York: Springer London: Martin Dunitz Ltd, 2002-) pp. - - issn: 1473-4222 - wos: WOS:000789711700002 (1) - scopus: 2-s2.0-85129141058 (1)

11573/1652994 - 2022 - Neurophysiological assessment of juvenile parkinsonism due to primary monoamine neurotransmitter disorders
Passaretti, Massimiliano; Pollini, Luca; Paparella, Giulia; De Biase, Alessandro; Colella, Donato; Angelini, Luca; Galosi, Serena; Manti, Filippo; Guerra, Andrea; Leuzzi, Vincenzo; Berardelli, Alfredo; Bologna, Matteo - 01a Articolo in rivista
paper: JOURNAL OF NEURAL TRANSMISSION (Wien : Springer) pp. 1011-1021 - issn: 1435-1463 - wos: WOS:000824240600001 (3) - scopus: 2-s2.0-85134333674 (3)

11573/1692531 - 2020 - Diagnostic and prognostic value of conventional brain mri in the clinical work-up of patients with amyotrophic lateral sclerosis
Rizzo, Giovanni; Marliani, Anna Federica; Battaglia, Stella; Albini Riccioli, Luca; De Pasqua, Silvia; Vacchiano, Veria; Infante, Rossella; Avoni, Patrizia; Donadio, Vincenzo; Passaretti, Massimiliano; Bartolomei, Ilaria; Salvi, Fabrizio; Liguori, Rocco; On Behalf Of The Boreals Group, Null - 01a Articolo in rivista
paper: JOURNAL OF CLINICAL MEDICINE (MDPI Publishing, Basel, Switzerland) pp. - - issn: 2077-0383 - wos: WOS:000564621900001 (23) - scopus: 2-s2.0-85094170736 (22)

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