Rabelo A, Folador JP, Cabral AM, et al. Identification and characterization of short-term motor patterns in rest tremor of individuals with Parkinson’s disease. Healthcare 2022, 10(12): 2536.
Kurihara K, Nakagawa R, Ishido M, et al. Impact of motor and nonmotor symptoms in Parkinson disease for the quality of life: the Japanese Quality-of-Life Survey of Parkinson Disease (JAQPAD) study. J Neurol Sci 2020, 419: 117172.
Ryan M, Eatmon CV, Slevin JT. Drug treatment strategies for depression in Parkinson disease. Expert Opin Pharmacother 2019, 20(11): 1351–1363.
Ehgoetz Martens KA, Silveira CRA, Intzandt BN, et al. State anxiety predicts cognitive performance in patients with Parkinson’s disease. Neuropsychology 2018, 32(8): 950–957.
Chen YR, Tan CH, Su HC, et al. Investigating the interaction between neuropsychiatry features and daily activities on social function in patients with Parkinson’s disease with mild cognitive impairment. BJPsych Open 2022, 8(6): e205.
Dauwan M, Hoff JI, Vriens EM, et al. Aberrant resting-state oscillatory brain activity in Parkinson’s disease patients with visual hallucinations: an MEG source-space study. Neuroimage Clin 2019, 22: 101752.
Bosboom JL, Stoffers D, Stam CJ, et al. Cholinergic modulation of MEG resting-state oscillatory activity in Parkinson’s disease related dementia. Clin Neurophysiol 2009, 120(5): 910–915.
Wang Q, Meng L, Pang J, et al. Characterization of EEG data revealing relationships with cognitive and motor symptoms in Parkinson’s disease: a systematic review. Front Aging Neurosci 2020, 12: 587396.
Mak MK, Wong-Yu IS, Shen X, et al. Long-term effects of exercise and physical therapy in people with Parkinson disease. Nat Rev Neurol 2017, 13(11): 689–703.
Iznak AF, Iznak EV, Sorokin SA. Changes in EEG and reaction time in the treatment of apathic depression. Zh Nevrol Psikhiatr Im S S Korsakova 2011, 111(7): 49–53.
Iyer KK, Au TR, Angwin AJ, et al. Theta and gamma connectivity is linked with affective and cognitive symptoms in Parkinson’s disease. J Affect Disord 2020, 277: 875–884.
Zhang BT, Yan GH, Yang ZF, et al. Brain functional networks based on resting-state EEG data for major depressive disorder analysis and classification. IEEE Trans Neural Syst Rehabil Eng 2021, 29: 215–229.
Fernández-Palleiro P, Rivera-Baltanás T, Rodrigues-Amorim D, et al. Brainwaves oscillations as a potential biomarker for major depression disorder risk. Clin EEG Neurosci 2020, 51(1): 3–9.
Li Y, Wang JJ, Li XY, et al. Association between heart rate variability and Parkinson’s disease: a meta-analysis. Curr Pharm Des 2021, 27(17): 2056–2067.
Akbilgic O, Kamaleswaran R, Mohammed A, et al. Electrocardiographic changes predate Parkinson’s disease onset. Sci Rep 2020, 10(1): 11319.
Chen ZC, Li GL, Liu J. Autonomic dysfunction in Parkinson’s disease: implications for pathophysiology, diagnosis, and treatment. Neurobiol Dis 2020, 134: 104700.
Tambasco N, Murgia N, Nigro P, et al. Levodopa-responsive breathing discomfort in Parkinson’s disease patients. J Neural Transm 2018, 125(7): 1033–1036.
Guilherme EM, de Fátima Carreira Moreira R, de Oliveira A, et al. Respiratory disorders in Parkinson’s disease. J Parkinsons Dis 2021, 11(3): 993–1010.
Zhu YX, Wang XL, Lv DF, et al. Effect of biofeedback therapy on sleep disorders in patients with Parkinson's disease (in Chinese). Shandong Med J 2018, 58(37): 69–71.
Gustafsson JK, Södersten M, Ternström S, et al. Treatment of hypophonia in Parkinson’s disease through biofeedback in daily life administered with A portable voice accumulator. J Voice 2021: S0892–S1997(21)00342–8.
Kotani N, Morishita T, Yatsugi A, et al. Biofeedback core exercise using hybrid assistive limb for physical frailty patients with or without Parkinson’s disease. Front Neurol 2020, 11: 215.
Kearney E, Shellikeri S, Martino R, et al. Augmented visual feedback-aided interventions for motor rehabilitation in Parkinson’s disease: a systematic review. Disabil Rehabil 2019, 41(9): 995–1011.
van Gelder LMA, Barnes A, Wheat JS, et al. The use of biofeedback for gait retraining: a mapping review. Clin Biomech 2018, 59: 159–166.
Ginis P, Nackaerts E, Nieuwboer A, et al. Cueing for people with Parkinson’s disease with freezing of gait: a narrative review of the state-of-the-art and novel perspectives. Ann Phys Rehabil Med 2018, 61(6): 407–413.
Ji LL. Effects of biofeedback therapy combined with rehabilitation nursing intervention on gait function and sleep quality in patients with Parkinson's disease (in Chinese). Nursing Pract Res 2020, 17(14): 39–41.
Thompson M, Thompson L. Biofeedback for movement disorders (dystonia with Parkinson’s disease): theory and preliminary results. J Neurother 2002, 6(4): 51–70.
Erickson-Davis CR, Anderson JS, Wielinski CL, et al. Evaluation of neurofeedback training in the treatment of Parkinson’s disease: a pilot study. J Neurother 2012, 16(1): 4–11.
Mikos V, Heng CH, Tay A, et al. A wearable, patient-adaptive freezing of gait detection system for biofeedback cueing in Parkinson’s disease. IEEE Trans Biomed Circuits Syst 2019, 13(3): 503–515.
Davelaar EJ. Mechanisms of neurofeedback: a computation-theoretic approach. Neuroscience 2018, 378: 175–188.
Fukuma R, Yanagisawa T, Tanaka M, et al. Real-time neurofeedback to modulate β-band power in the subthalamic nucleus in Parkinson’s disease patients. eNeuro 2018, 5(6): ENEURO.0246–ENEURO.0218.2018.
Tinaz S, Para K, Vives-Rodriguez A, et al. Insula as the interface between body awareness and movement: a neurofeedback-guided kinesthetic motor imagery study in Parkinson’s disease. Front Hum Neurosci 2018, 12: 496.
Biundo R, Weis L, Bostantjopoulou S, et al. MMSE and MoCA in Parkinson’s disease and dementia with Lewy bodies: a multicenter 1-year follow-up study. J Neural Transm 2016, 123(4): 431–438.
Politis M, Wu K, Loane C, et al. Depressive symptoms in PD correlate with higher 5-HTT binding in raphe and limbic structures. Neurology 2010, 75(21): 1920–1927.
Su W, Liu HJ, Jiang YY, et al. Correlation between depression and quality of life in patients with Parkinson’s disease. Clin Neurol Neurosurg 2021, 202: 106523.
Movement Disorder Society Task Force on Rating Scales for Parkinson's Disease. The Unified Parkinson’s Disease Rating Scale (UPDRS): status and recommendations. Mov Disord 2003, 18(7): 738–750.
Babaei-Ghazani A, Mohammadi H, Shahidi GA, et al. Reliability and validity of the Persian translation of Berg Balance Scale in Parkinson disease. Aging Clin Exp Res 2017, 29(5): 857–862.
Son M, Youm C, Cheon S, et al. Evaluation of the turning characteristics according to the severity of Parkinson disease during the timed up and go test. Aging Clin Exp Res 2017, 29(6): 1191–1199.
Shi ZY, Han XY, Jiang B, et al. Wearable multimodule bio-signal acquisition system: brain multi-plus. In 2022 16th ICME International Conference on Complex Medical Engineering (CME). Zhongshan, China, 2023, pp 77–80.
Cook AJ, Pfeifer KJ, Tass PA. A single case feasibility study of sensorimotor rhythm neurofeedback in Parkinson’s disease. Front Neurosci 2021, 15: 623317.
Jester DJ, Rozek EK, McKelley RA. Heart rate variability biofeedback: implications for cognitive and psychiatric effects in older adults. Aging Ment Health 2019, 23(5): 574–580.
Li F, Yang LC, Shi HY, et al. Differences in photoplethysmography morphological features and feature time series between two opposite emotions: happiness and sadness. Artery Res 2017, 18: 7–13.
Nakamura NH, Fukunaga M, Oku Y. Respiratory modulation of cognitive performance during the retrieval process. PLoS One 2018, 13(9): e0204021.
Guo GX, Wang SJ, Wang SB, et al. Diagnosing Parkinson’s disease using multimodal physiological signals[C]//International Workshop on Human Brain and Artificial Intelligence. Singapore: Springer, 2021: 125–136.
Liu ZD, Chen J, Tang MF. Pulse transit time detection based on waveform time domain feature and dynamic difference threshold. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi 2017, 34(3): 329–334.
Stam CJ, Nolte G, Daffertshofer A. Phase lag index: assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources. Hum Brain Mapp 2007, 28(11): 1178–1193.
Alexander-Bloch A, Lambiotte R, Roberts B, et al. The discovery of population differences in network community structure: new methods and applications to brain functional networks in schizophrenia. NeuroImage 2012, 59(4): 3889–3900.
Stoffers D, Bosboom JL, Deijen JB, et al. Slowing of oscillatory brain activity is a stable characteristic of Parkinson’s disease without dementia. Brain 2007, 130(Pt 7): 1847–1860.
Ghilardi MF, Tatti E, Quartarone A. Beta power and movement-related beta modulation as hallmarks of energy for plasticity induction: implications for Parkinson’s disease. Parkinsonism Relat Disord 2021, 88: 136–139.
Wang DD, de Hemptinne C, Miocinovic S, et al. Pallidal deep-brain stimulation disrupts pallidal beta oscillations and coherence with primary motor cortex in Parkinson’s disease. J Neurosci 2018, 38(19): 4556–4568.
Jain S, Ton TG, Perera S, et al. Cardiovascular physiology in premotor Parkinson’s disease: a neuroepidemiologic study. Mov Disord 2012, 27(8): 988–995.
Johansson C, Lindström B, Forsgren L, et al. Balance and mobility in patients with newly diagnosed Parkinson’s disease - a five-year follow-up of a cohort in northern Sweden. Disabil Rehabil 2020, 42(6): 770–778.
Yoo JE, Jang W, Shin DW, et al. Timed up and go test and the risk of Parkinson’s disease: a nation-wide retrospective cohort study. Mov Disord 2020, 35(7): 1263–1267.
Boon LI, Hillebrand A, Potters WV, et al. Motor effects of deep brain stimulation correlate with increased functional connectivity in Parkinson’s disease: an MEG study. Neuroimage Clin 2020, 26: 102225.
Laansma MA, Bright JK, Al-Bachari S, et al. International multicenter analysis of brain structure across clinical stages of Parkinson’s disease. Mov Disord 2021, 36(11): 2583–2594.
Olde Dubbelink KT, Hillebrand A, Stoffers D, et al. Disrupted brain network topology in Parkinson’s disease: a longitudinal magnetoencephalography study. Brain 2014, 137(Pt 1): 197–207.
Shi ZY, Jiang B, Liu TT, et al. Individual-level functional connectomes predict the motor symptoms of Parkinson’s disease. Cereb Cortex 2023, 33(10): 6282–6290.
Chen KH, Okerstrom KL, Kingyon JR, et al. Startle habituation and midfrontal Theta activity in parkinson disease. J Cogn Neurosci 2016, 28(12): 1923–1932.
Chen W, de Hemptinne C, Leibbrand M, et al. Altered prefrontal Theta and gamma activity during an emotional face processing task in parkinson disease. J Cogn Neurosci 2019, 31(11): 1768–1776.
Lefaucheur JP, Aleman A, Baeken C, et al. Evidence-based guidelines on the therapeutic use of repetitive transcranial magnetic stimulation (rTMS): an update (2014-2018). Clin Neurophysiol 2020, 131(2): 474–528.
Chander BS, Witkowski M, Braun C, et al. tACS phase locking of frontal midline Theta oscillations disrupts working memory performance. Front Cell Neurosci 2016, 10: 120.
Piccinni A, Marazziti D, Veltri A, et al. Depressive symptoms in Parkinson’s disease. Compr Psychiatry 2012, 53(6): 727–731.
Spironelli C, Fusina F, Angrilli A. Delta and theta eeg activity during resting state is altered in patients affected by major depression. European Psychiatry, 2021, 64(S1): S338–S339.
Chaturvedi M, Bogaarts JG, Kozak Cozac VV, et al. Phase lag index and spectral power as QEEG features for identification of patients with mild cognitive impairment in Parkinson’s disease. Clin Neurophysiol 2019, 130(10): 1937–1944.
Abraham DS, Gruber-Baldini AL, Magder LS, et al. Sex differences in Parkinson’s disease presentation and progression. Parkinsonism Relat Disord 2019, 69: 48–54.
Tosserams A, Mazaheri M, Vart P, et al. Sex and freezing of gait in Parkinson’s disease: a systematic review and meta-analysis. J Neurol 2021, 268(1): 125–132.
Reekes TH, Higginson CI, Ledbetter CR, et al. Sex specific cognitive differences in Parkinson disease. NPJ Parkinsons Dis 2020, 6: 7.
Schumann A, Helbing N, Rieger K, et al. Depressive rumination and heart rate variability: a pilot study on the effect of biofeedback on rumination and its physiological concomitants. Front Psychiatry 2022, 13: 961294.