Deep brain stimulation from past to future: research trends and global outcomes with bibliometric analysis during 1980-2022
Abstract
Aims: We aimed to summarize the intellectual structure of the deep brain stimulation (DBS), to reveal the global productivity, to identify and map the latest trends by analysing the social and structural relationships between the different research components of scientific articles published on DBS.
Methods: 5939 articles on DBS published during 1980 and 2022 were analysed utilized various statistical approaches. Network visualization maps were created to reveal trend topics, citation analysis, and international collaborations. Spearman's correlation analysis was used for correlation investigations. The exponential smoothing predictor was used to determine the article productivity trend.
Results: The most prolific author on DBS was Okun, Michael S. (209 articles) and the most productive institution was the University of Toronto (n=283). The top 3 productive countries were United States of America (n=2371, 39.9%), Germany (910, 15.3%), and United Kingdom (550, 9.2%). From past to present, the most studied topics were Parkinson's disease, subthalamic nucleus DBS, dystonia, globus pallidus, essential tremor, movement disorders, thalamus, functional neurosurgery, neuromodulation, depression, obsessive compulsive disorder, basal ganglia.
Conclusion: The primary trend topics that have been studied more in recent years are tractography, freezing of gait, Parkinson’s disease, Parkinson’, Parkinson#apos, autonomy, self, machine learning, non-motor symptoms, functional connectivity, globus pallidus interna, volume of tissue activated, adaptive deep brain stimulation, beta oscillations, medial forebrain bundle, and local field potential. The secondery trend topics were optogenetics, pediatric, frameless, closed-loop DBS, refractory epilepsy, satellite broadcasting, asleep DBS, optimization, biomarker, directional Leeds, nucleus bassals of meynert, personality, authenticity, and anterior nucleus of thalamus.
References
- Lozano A.M, Lipsman N, Bergman H, et al. Deep brain stimulation: current challenges and future directions. Nat Rev Neurol. 2019;15:148–160.
- Krauss JK, Lipsman N, Aziz T, et al. Technology of deep brain stimulation: current status and future directions. Nat Rev Neurol. 2021;17:75–87.
- Miocinovic S, Somayajula S, Chitnis S, Vitek JL. History, applications, and mechanisms of deep brain stimulation. JAMA Neurol. 2013;70(2):163-171.
- Deuschl G, Schade-Brittinger C, Krack P, et al. A randomized trial of deep-brain stimulation for Parkinson's disease. New Engl J Med. 2006;355(9):896-908.
- Obeso JA, Olanow CW, Rodriguez-Oroz MC, Krack P, Kumar R, Lang AE. Deep-Brain Stimulation for Parkinson’s Disease Study Group. Deep-brain stimulation of the subthalamic nucleus or the pars interna of the globus pallidus in Parkinson’s disease. N Engl J Med. 2001;345(13):956-63.
- Kleiner‐Fisman G, Herzog J, Fisman DN, et al. Subthalamic nucleus deep brain stimulation: summary and meta‐analysis of outcomes. Movement disorders: official journal of the Movement Disorder Society. 2006;21(S14):S290-304.
- Frank MJ, Samanta J, Moustafa AA, Sherman SJ. Hold your horses: impulsivity, deep brain stimulation, and medication in parkinsonism. Science. 2007;318(5854):1309-12.
- Follett KA, Weaver FM, Stern M, et al. Pallidal versus subthalamic deep-brain stimulation for Parkinson's disease. N Engl J Med. 2010;362(22):2077-91.
- Weaver FM, Follett K, Stern M. et al. Bilateral deep brain stimulation vs best medical therapy for patients with advanced parkinson disease: a randomized controlled trial. JAMA. 2009;301(1):63-73.
- Perlmutter JS, Mink JW. Deep brain stimulation. Annu Rev Neurosci. 2006;29:229-57.
- Listik C, Listik E, Cury RG, Barbosa ER, Teixeira MJ, Andrade DCD. Deep brain stimulation treatment in dystonia: a bibliometric analysis. Arquivos de Neuro-Psiquiatria. 2020;78:586-592.
- Mayberg HS, Lozano AM, Voon V, et al. Deep brain stimulation for treatment-resistant depression. Neuron. 2005;45(5):651-60.
- Aykaç S, Eliaçık S. What are the trends in the treatment of multiple sclerosis in recent studies?–A bibliometric analysis with global productivity during 1980–2021. Multiple Sclerosis and Related Disorders. 2022;68:104185.
- Kaba İ, Çoşkun N. The evolution of COVID-19 publications in pediatrics: a bibliometric analysis with research trends and global productivity. Med Sci Discovery. 2022;9(8):421–431.
- Alıç T, Hassa E. Open fractures from Gustilo and Anderson to the present: a bibliometric analysis with global productivity and research trends. JOIO. 2022;56; 2119–2132.
- Kiraz M, Demir E, Özdemir Ö. An international bibliometric study of scientific articles on intracranial aneurysms. Neuroradiol J. 2021;34(5):482-493.
- Özkadı T, Demir E, Yıldırım T, Çağlar EÇ, Alagöz İ, Aydoğdu G. Bibliometric analysis of swimming publications in sports science: a medical perspective. Hitit Med J. 2022;4(2):39-48.
- Van Eck NJ, Waltman L. Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics. 2010;84(2):523–538.
- The World Bank (2022). Website https://data.worldbank.org/indicator/NY.GDP.MKTP.CD, [accessed 5 October. 2022]
- Krack P, Batir A, Van Blercom N, et al. Five-year follow-up of bilateral stimulation of the subthalamic nucleus in advanced Parkinson's disease. N Engl J Med. 2003;349(20):1925-1934.
- Limousin P, Krack P, Pollak P, et al. Electrical stimulation of the subthalamic nucleus in advanced Parkinson's disease. N Engl J Med. 1998;339(16):1105-1111.
- Benabid AL, Pollak P, Hoffmann D, et al. Long-term suppression of tremor by chronic stimulation of the ventral intermediate thalamic nucleus. The Lancet 1991;337(8738):403-406.
- Chen S, Weitemier AZ, Zeng X, et al. Near-infrared deep brain stimulation via upconversion nanoparticle–mediated optogenetics. Science. 2018;359(6376):679-684.
- Horn A, Li N, Dembek TA, et al. Lead-DBS v2: Towards a comprehensive pipeline for deep brain stimulation imaging. Neuroimage. 2019;184:293-316.
- Hu K, Moses ZB, Xu W, Williams Z. Bibliometric profile of deep brain stimulation. Br J Neurosurg. 2017;31(5):587-592.
- Mishra A, Shah HA, McBriar JD, Zamor C, Mammis A. Local field potentials in deep brain stimulation: investigation of the most cited articles. World Neurosurg. 2023;17:100140.
- Hassa E, Aliç T. Ewing sarcoma: what trends in recent works? A holistic analysis with global productivity: A cross-sectional study. Medicine (Baltimore). 2022;101(46):e31406.
Abstract
References
- Lozano A.M, Lipsman N, Bergman H, et al. Deep brain stimulation: current challenges and future directions. Nat Rev Neurol. 2019;15:148–160.
- Krauss JK, Lipsman N, Aziz T, et al. Technology of deep brain stimulation: current status and future directions. Nat Rev Neurol. 2021;17:75–87.
- Miocinovic S, Somayajula S, Chitnis S, Vitek JL. History, applications, and mechanisms of deep brain stimulation. JAMA Neurol. 2013;70(2):163-171.
- Deuschl G, Schade-Brittinger C, Krack P, et al. A randomized trial of deep-brain stimulation for Parkinson's disease. New Engl J Med. 2006;355(9):896-908.
- Obeso JA, Olanow CW, Rodriguez-Oroz MC, Krack P, Kumar R, Lang AE. Deep-Brain Stimulation for Parkinson’s Disease Study Group. Deep-brain stimulation of the subthalamic nucleus or the pars interna of the globus pallidus in Parkinson’s disease. N Engl J Med. 2001;345(13):956-63.
- Kleiner‐Fisman G, Herzog J, Fisman DN, et al. Subthalamic nucleus deep brain stimulation: summary and meta‐analysis of outcomes. Movement disorders: official journal of the Movement Disorder Society. 2006;21(S14):S290-304.
- Frank MJ, Samanta J, Moustafa AA, Sherman SJ. Hold your horses: impulsivity, deep brain stimulation, and medication in parkinsonism. Science. 2007;318(5854):1309-12.
- Follett KA, Weaver FM, Stern M, et al. Pallidal versus subthalamic deep-brain stimulation for Parkinson's disease. N Engl J Med. 2010;362(22):2077-91.
- Weaver FM, Follett K, Stern M. et al. Bilateral deep brain stimulation vs best medical therapy for patients with advanced parkinson disease: a randomized controlled trial. JAMA. 2009;301(1):63-73.
- Perlmutter JS, Mink JW. Deep brain stimulation. Annu Rev Neurosci. 2006;29:229-57.
- Listik C, Listik E, Cury RG, Barbosa ER, Teixeira MJ, Andrade DCD. Deep brain stimulation treatment in dystonia: a bibliometric analysis. Arquivos de Neuro-Psiquiatria. 2020;78:586-592.
- Mayberg HS, Lozano AM, Voon V, et al. Deep brain stimulation for treatment-resistant depression. Neuron. 2005;45(5):651-60.
- Aykaç S, Eliaçık S. What are the trends in the treatment of multiple sclerosis in recent studies?–A bibliometric analysis with global productivity during 1980–2021. Multiple Sclerosis and Related Disorders. 2022;68:104185.
- Kaba İ, Çoşkun N. The evolution of COVID-19 publications in pediatrics: a bibliometric analysis with research trends and global productivity. Med Sci Discovery. 2022;9(8):421–431.
- Alıç T, Hassa E. Open fractures from Gustilo and Anderson to the present: a bibliometric analysis with global productivity and research trends. JOIO. 2022;56; 2119–2132.
- Kiraz M, Demir E, Özdemir Ö. An international bibliometric study of scientific articles on intracranial aneurysms. Neuroradiol J. 2021;34(5):482-493.
- Özkadı T, Demir E, Yıldırım T, Çağlar EÇ, Alagöz İ, Aydoğdu G. Bibliometric analysis of swimming publications in sports science: a medical perspective. Hitit Med J. 2022;4(2):39-48.
- Van Eck NJ, Waltman L. Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics. 2010;84(2):523–538.
- The World Bank (2022). Website https://data.worldbank.org/indicator/NY.GDP.MKTP.CD, [accessed 5 October. 2022]
- Krack P, Batir A, Van Blercom N, et al. Five-year follow-up of bilateral stimulation of the subthalamic nucleus in advanced Parkinson's disease. N Engl J Med. 2003;349(20):1925-1934.
- Limousin P, Krack P, Pollak P, et al. Electrical stimulation of the subthalamic nucleus in advanced Parkinson's disease. N Engl J Med. 1998;339(16):1105-1111.
- Benabid AL, Pollak P, Hoffmann D, et al. Long-term suppression of tremor by chronic stimulation of the ventral intermediate thalamic nucleus. The Lancet 1991;337(8738):403-406.
- Chen S, Weitemier AZ, Zeng X, et al. Near-infrared deep brain stimulation via upconversion nanoparticle–mediated optogenetics. Science. 2018;359(6376):679-684.
- Horn A, Li N, Dembek TA, et al. Lead-DBS v2: Towards a comprehensive pipeline for deep brain stimulation imaging. Neuroimage. 2019;184:293-316.
- Hu K, Moses ZB, Xu W, Williams Z. Bibliometric profile of deep brain stimulation. Br J Neurosurg. 2017;31(5):587-592.
- Mishra A, Shah HA, McBriar JD, Zamor C, Mammis A. Local field potentials in deep brain stimulation: investigation of the most cited articles. World Neurosurg. 2023;17:100140.
- Hassa E, Aliç T. Ewing sarcoma: what trends in recent works? A holistic analysis with global productivity: A cross-sectional study. Medicine (Baltimore). 2022;101(46):e31406.
Details
| Primary Language | English |
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| Subjects | Neurology and Neuromuscular Diseases, Health Care Administration |
| Journal Section | Original Article |
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| Early Pub Date | September 26, 2023 |
| Publication Date | September 28, 2023 |
| Published in Issue | Year 2023 Volume: 6 Issue: 5 |
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