Abstract
Essential tremor (ET) is a progressive neurological syndrome characterised by involuntary tremors of the hands or arms, head, jaw and voice. The pathophysiology of ET is not clearly understood yet. However, previous studies have reported several changes in the brain of patients with ET. One of the brain areas extensively investigated is the cerebellum. In the present study, a morphometric analysis of Purkinje cells in patients with ET and ET-plus was performed, and subsequently compared with normal controls using the Golgi silver staining method and 3D neuronal reconstruction. Substantial morphological changes were uncovered in the Purkinje cells of patients with ET compared with normal controls, including a decreased dendritic length and field density, an overall loss of terminal branches and a decreased density of dendritic spines.
Keywords: essential tremor, Purkinje cells, Golgi method
Introduction
Essential tremor (ET) is a chronic progressive neurological syndrome characterised by involuntary tremors of the hands or arms, and progressively of the head, jaw and voice (1-4). ET can present with heterogeneous clinical phenotypes, and some patients manifest extensive and complex deficits (5-10). ET is often considered a hereditary benign condition, with an isolated tremor and no further neurological signs (11); however, it is clearly defined in the new classification of tremors that ET is a syndrome that may have multiple aetiologies (5). The new diagnostic criteria for ET require the occurrence of isolated action tremor syndrome of the bilateral upper limbs with a minimum duration of 3 years, and/or tremors in the head, voice and lower limbs and mild neurological signs, such as dystonia, ataxia and/or Parkinsonism. Soft neurological deficits, such as mild memory impairment and impaired tandem gait, are also accepted; however, such patients are now diagnosed with ET-plus syndrome (5).
Numerous studies have been conducted to clarify the pathological, neuroimaging, physiological and clinical features of ET; however, the pathophysiological mechanism is not clearly understood (6-48). The cerebellum is one of the brain structures that has been extensively investigated at the macroscopic and microscopic levels (6-8). A number of studies have reported different levels of structural and functional alterations in the cerebellum of ETs. For example, neuroimaging studies have revealed a reduction in the volume of the cerebellar vermis with marked atrophy, atrophy of the cerebellar cortex, white matter changes in multiple cerebellar areas, and overactivity of the deep cerebellar nuclei and the cerebellar cortex and their connections (11-29). Meanwhile, additional studies have failed to identify any significant differences in the cerebellum between patients with ET and normal controls (NCs) (11,15,16,28-40). Neuropathological studies have also reported heterogeneous findings, with a decrease in the linear density of Purkinje cells, alterations in dendritic arborisation, axonal torpedoes, heterotopic Purkinje cells, hypertrophy of the basket cells and decreased climbing fibre-Purkinje cell synaptic density (29,44-50).
The present study investigated the morphological and morphometric changes in Purkinje cells in ET and ET-plus brains compared with age-matched control brains.
Materials and methods
Patients with ET and NC samples
In the present study, the morphology of the dendritic arborisation of Purkinje cells from different parts of the cerebellum was analysed in 12 patients with ET (7 males and 5 females) and 15 individuals (8 males and 7 females) with no history of neurological conditions, who died accidentally and were used as NC samples (Table I). The mean age was 61.3±6.4 years (range, 50-74 years) and 65.6±6.0 years (range, 50-74 years) for patients with ET and NCs, respectively. Three parts were excised from the cerebellum: The first from the flocculonodular lobe or lobule X, the second from the anterior lobe (lobule IV) and the third from the posterior lobe (lobule crus I). These parts were selected as representative parts of the three functional divisions of the cerebellum. All the brain tissues were obtained from the Laboratory of Forensic Medicine and Toxicology of the Aristotle University of Thessaloniki between January 2009 and December 2016. For each brain, written informed consent was obtained from the relatives of the deceased. The research was performed in full accordance with the Greek Democracy legislation (v. 2472/1997, 2819/2000, 2915/2001, 3235/2004, 3471/2006) and the Committee for Research Deontology Principles of the Aristotle University of Thessaloniki (ethical approval no. 12/2/4431/2019) (51). The average time from death to autopsy for all individuals was 8±2.9 h. All patients in the ET group were clinically diagnosed with ET. Their history and neurological examination were retrospectively reviewed, and they were divided into three groups: ET with head and arm tremor (ET-h; n=5); ET with arms tremor only (ET-a; n=4); and ET-plus (n=3). An independent neuropathologist who was blinded to the medical history examined the brain. After the autopsy, the brains were immersed at 18˚C in a 10% solution of formaldehyde for 25 days (52). Subsequently, small parts of the anterior, posterior and flocculonodular lobes were excised and used for Golgi staining at 120 µm-thick sections, as described in our previous work (52), and studied with an Axiostar plus Carl Zeiss light microscope at a standard (magnification, x400). Golgi method stains the whole dendritic field and makes the tracing of cells possible in a 3-dimensional manner.
Table I.
A, Patients with ET | |||
---|---|---|---|
Case | Age, years | Sex | Diagnosis |
1 | 57 | M | ET-h |
2 | 68 | M | ET-a |
3 | 50 | M | ET-a |
4 | 62 | F | ET-h |
5 | 63 | M | ET-plus |
6 | 61 | F | ET-a |
7 | 74 | F | ET-plus |
8 | 55 | M | ET-h |
9 | 63 | M | ET-plus |
10 | 62 | F | ET-h |
11 | 59 | F | ET-a |
12 | 54 | M | ET-a |
Average/total | 61.3±6.4 | 7M/5F | |
B, NCs | |||
Case | Age, years | Sex | Diagnosis |
1 | 67 | M | NA |
2 | 59 | F | NA |
3 | 69 | F | NA |
4 | 72 | F | NA |
5 | 70 | M | NA |
6 | 62 | M | NA |
7 | 68 | M | NA |
8 | 62 | F | NA |
9 | 63 | M | NA |
10 | 74 | F | NA |
11 | 71 | M | NA |
12 | 69 | F | NA |
13 | 66 | F | NA |
14 | 50 | M | NA |
15 | 63 | M | NA |
Average/total | 65.6±6.0 | 8M/7F |
Average values are presented as the mean ± SD. M, male; F, female; ET, essential tremor; ET-a, ET with arm tremor only; ET-h, ET with head and arm tremor; NC, normal control; NA, not applicable.
Cell selection criteria
Based on the criteria suggested by Jacobs et al (53), 25 Purkinje cells were selected from each brain. To avoid experimental bias, all selected cells were randomly pooled and were assigned serial numbers, and every third cell was then chosen.
Neuronal tracing and dendritic quantification
Neuronal tracing and dendritic measurements were performed as described in our previous study (52) using a motorised XYZ microscope stage system (MLS203/MZS500-E; ThorLabs, Inc.), with the movement on the Z-axis being controlled by the MZS500-E-Z-Axis Piezo Stage and Controller Kit, with the aim of the APC software provided by Thorlabs, Inc. with a JogStep of 1 µm a Travel Range of 250 µm. The video captures were analysed in digital image sequences of 200 serial pictures. They were then imported into neuromantic application with the help of which the cells were traced and quantified along x-, y- and z-coordinates (52). Neuronal tracing was performed using a semi-automatic form by two different investigators. All the measurements were used for statistical analysis. The quantitative evaluation of the dendritic trees was based on the method suggested by Uylings et al (54).
Dendritic measures and Sholl's analysis
Neuromantic automatically provides all the measurements for the total length of dendritic trees, total number of dendritic segments and terminal branches, total dendritic area and total dendritic volume, which were analysed further in the statistical analysis. The tracings were additionally analysed using the Fiji (version 2017; Fiji) and Simple Neurite Tracer plugin on ImageJ (v.1.8; National Institutes of Health) based on Sholl's method of concentric spheres centred on the cell's soma at intervals of 10 µm (55).
Spine counts
Spine counts were performed for 500 images. Images were captured with an AxioCam HR (Zeiss GmbH), at a magnification of x1,000, with an Axiostar plus photomicroscope. All the visible spines were measured on the three segments of the dendritic field: The first segment, 20-30 µm in length at a distance of 50 µm from the cell soma; the second segment, 20-30 µm in length within 150 µm; and the third segment, 20-30 µm within 250 µm from the cell body.
Purkinje cell density
The linear density of Purkinje cells was measured in Nissl-stained specimens on 30 randomly selected images (magnification, x20), using ImageJ (v.1.8; National Institutes of Health) and the cell counter plugin (56).
Statistical analysis
RStudio (version, 1.4.1717) with R (version, 4.1.1) was used for the statistical analysis and plotting of graphs (57). All data was stored in comma-separated value files and presented for statistical analysis as data frames. One-way ANOVA followed by Tukey's post hoc test was used to determine whether significant differences existed across the independent parameters of Purkinje cells among the four groups. ANOVA mixed-effects model followed by Tukey's post hoc test was used for the statistics of Sholl's analysis, based on an R Script. Pearson's correlation test was performed to identify any correlation between the autolysis time and Purkinje cell dendritic complexity variables. P<0.05 was considered to indicate a statistically significant difference.
Results
Total dendritic length
The total dendritic length of Purkinje cells from the cerebellar vermis was significantly lower in the ET-h group compared with the ET-a, ET-plus and NC groups (Table II). No significant difference was identified between the ET-a, ET-plus and NC groups (Fig. 1A). However, the total dendritic length of Purkinje cells in the cerebellar hemispheres was significantly decreased in the ET-a group compared with ET-plus and NC groups (Fig. 1B). Similarly, the difference was statistically significant between the ET-h, ET-plus and NC groups, and between the ET-plus and NC groups. No significant differences were found between the ET-a and ET-h groups (Fig. 1B).
Table II.
A, Vermis | |||||
---|---|---|---|---|---|
Parameter | ET-a | ET-h | ET-plus | NC | F-value |
Total dendritic length, µm | 9,487.73±551.06 | 6,361.28±661.17a | 9,388.75±486.88b | 9,507±1053.13c | 922.1 |
Number of terminals | 273.84±14.36 | 199.86±27.04d | 276.12±14.64c | 288.94±16.66c,e,f | 915.43 |
Branch length, µm | 562.9±33.79 | 513.25±35.51 | 570.56±39.05a,c | 587.35±37.68a,c | 151.89 |
Branch order | 26.38±1.19 | 20.24±2.48 | 26.61±1.37 | 27.04±0.88 | 816.06 |
Spines | 9.73±0.67 | 7.87±0.71a | 9.84±0.68g | 9.37±0.93f,g | 290.99 |
B, Hemispheres | |||||
Parameter | ET-a | ET-h | ET-plus | NC | F-value |
Total dendritic length, µm | 7,889.4±1,387.22g,h | 7,794.89±1,017.91b,c | 9,407.22±642.27a,b | 10,757.3±1,666.24a,c,f | 257.33 |
Number of terminals | 202.72±23.98 | 219.01±17.73d | 306.86±23.04d | 325.69±14.39d,h | 1,871.33 |
Branch length, µm | 531.66±31.72 | 538.44±31.54a | 594.69±36.65d,g | 597.62±36.54d,g | 214.29 |
Branch order | 22.96±1.66 | 24.64±1.58d | 28.41±1.75a,c | 30.61±1.62a,c,e | 890.35 |
Spines | 7.75±0.67 | 7.4±0.49d | 9.76±0.66a | 9.98±0.68a | 902.82 |
aP<0.001 vs. ET-a;
bP<0.01 vs. ET-h;
cP<0.0001 vs. ET-h;
dP<0.0001 vs. ET-a;
eP<0.01 vs. ET-a;
fP<0.001 vs. ET-plus;
gP<0.001 vs. ET-h;
hP<0.0001 vs. ET-plus. Data are presented as the mean ± SD. ET, essential tremor; ET-a, ET with arm tremor only; ET-h, ET with head and arm tremor; NC, normal control; vs., versus.
Terminal branches
The total number of terminal branches of Purkinje cells from the cerebellar vermis was significantly lower in the ET-h group compared with the ET-a, ET-plus and NC groups. No significant difference was found between the ET-a and ET-plus groups, but there was a statistically significant difference between the ET-a and NC groups, and between the ET-plus and NC groups (Figs. 1C and 2 and Table II). Purkinje cells from the cerebellar hemispheres from the ET-a group had significantly fewer terminal branches than the ET-plus, NC and the ET-h groups (Fig. 1D). In addition, the ET-plus group displayed a significantly lower number of terminal branches compared with the NC group (Fig. 1D).
Branch length and branch order
The mean branch length (Fig. 3A and Table II) and the maximum branch order of the cerebellar vermis were both significantly decreased in the ET-h group compared with the ET-plus and NC groups. The ET-a group also indicated a significantly lesser branch length and maximum branch order than the ET-plus and NC groups. The ET-plus group demonstrated a decreased branch length and branch order compared with the NC group. Purkinje cells from the cerebellar hemispheres exhibited a decreased branch length in the ET-a group compared with the other groups, and in the ET-h group compared with the ET-plus and NC groups. No statistically significant difference was observed between the ET-plus and NC groups (Fig. 3B). The maximum branch order was similarly decreased in the ET-h group compared with the other groups, in the ET-a group compared with the ET-plus and NC groups, and in the ET-plus group compared with the NC group.
Dendritic spines
The dendritic spine density was reduced in the ET-h group compared with the ET-a, ET-plus and NC groups in Purkinje cells from the cerebellar vermis; however, no significant difference was found between the ET-a and ET-plus groups. The latter displayed notably more dendritic spines compared with Purkinje cells from the NC group (Figs. 4A and 5 and Table II). Meanwhile, Purkinje cells from the cerebellar hemispheres demonstrated a significant difference between the ET-h and ET-a groups, between the ET-plus and NC groups, between the ET-a and ET-plus, and between the ET-a and NC groups (Figs. 4B, 5 and Table II). Moreover, Pearson's correlation test did not reveal a significant correlation between autolysis time and dendritic and spinal measurements.
Sholl's analysis
Sholl's concentric circle analysis revealed significant restriction of the dendritic field of Purkinje cells from the cerebellar vermis and cerebellar hemispheres in the ET-h and ET-a groups compared with the ET-plus and NC groups for distances >120 µm from the cell soma (Fig. 6A and B). The areas under the curve also confirmed the significance of the differences in the overall dendritic field density (Fig. 6C).
Discussion
Multiple studies have reported neuropathological changes in ET, with morphological and morphometric alterations of Purkinje cells and Lewy bodies in the locus coeruleus; however, whether these changes are the characteristic features of the condition is unclear (15,16,11-49). One possible explanation may be that different types of essential tremor exhibit different pathological mechanisms and neuropathological backgrounds.
Two previous studies demonstrated a significant reduction in the linear Purkinje cell density in ET, and greater distances between single Purkinje cell bodies (28,29); however, another study failed to confirm these findings (58). Further studies reported increased numbers of heterotopic Purkinje cells in ET, up to three times compared with controls (59), and certain morphological changes, with a substantial loss of dendritic spines, total dendritic length and restriction of the dendritic fields (44).
The most common neuropathological feature of ET is axonal changes, known as axonal torpedoes; they are focal swellings of Purkinje cell axons containing an accumulation of hyperphosphorylated neurofilaments and disrupted organelles, and can also be found in spinocerebellar ataxias (46,47). Additional changes, which could potentially explain the pathophysiology of ET, are also referred to as the basket cell morphology (47) and climbing fibre-Purkinje cells' synaptic density (49).
Patients with ET may have tremors of the hands, head, voice and rarely the jaw. According to the 2016 classification of ET, patients who develop soft neurological symptoms, such as mild rigidity, balance impairment or mild memory impairment are classified as experiencing ET-plus (5). However, whether ET-plus or ET are different entities remains controversial.
In the present study, significant morphological changes were found in Purkinje cells, including a decreased dendritic length and field density, an overall loss of terminal branches, and a decreased density of dendritic spines in ET patients compared with controls. Furthermore, ET patients were divided into three groups based on the revised criteria for ET. The results indicated that the ET-h group exhibited significant changes in both the cerebellar vermis and hemispheres, while the ET-a group displayed significant differences only in Purkinje cells from the cerebellar hemispheres compared with controls. Meanwhile, Purkinje cells from patients with ET-plus demonstrated only minor changes. The significant loss of dendritic spines and terminal branches, which are the most plastic components of the dendritic field (52), could lead to a substantial decrease in the synaptic contacts of Purkinje cells. This could be of significant importance in the pathophysiology of ET.
The flocculonodular lobe of the cerebellum corresponds to the vestibulocerebellum and is functionally related to head movements, while the anterior and posterior lobes of the hemisphere are related to limb movements and movement scheduling (60,61). Different Purkinje cell pathologies were identified in the different groups of the study, which could explain the different symptoms in each patient group. Patients with ET-a did not exhibit significant pathology in the Purkinje cells of the cerebellar vermis. However, patients with ET-a exhibited pathology in the cerebellar hemispheres, which are functionally related to Purkinje cells. Patients with ET-h exhibited pathology in the Purkinje cells of the cerebellar hemispheres and vermis. Patients with ET-plus did not display any significant pathology in the Purkinje cells of the cerebellum, which may suggest that this condition has a different pathophysiological background; however, whether these changes are primary and degenerative, or are instead compensatory, remains unclear.
The heterogeneous findings among the different groups of ET could correspond to clinical heterogeneity. Therefore, it can be assumed that ET-plus syndrome is different from ET syndrome in terms of not only pathology and physiopathology, but also clinical aspects. Although the cause of ET remains unknown, the morphological changes found in Purkinje cells could be the structural background of ET symptomatology. Differences in the Purkinje cell pathology between ET-h and ET-a also reflected the differences in the clinical presentation of ET.
Acknowledgements
Not applicable.
Funding Statement
Funding: No funding was received.
Availability of data and materials
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
Authors' contributions
IM made substantial contributions to conception and design of the study. DK, FP, SC and EK contributed to data acquisition and analysis. IM, DK, SNN, VC, AC, CT, IMB and SJB contributed to data interpretation and preparation of the manuscript. IM, VC, CT, IMB and SJB supervised the study and critically reviewed the manuscript. IM, DK, FP, SC, EK, AC, VC, CT and SJB confirm the authenticity of all the raw data. All authors have read and approved the final manuscript.
Ethics approval and consent to participate
The research was performed in full accordance with the Greek Democracy legislation (v. 2472/1997, 2819/2000, 2915/2001, 3235/2004, 3471/2006) and the Committee for Research Deontology Principles of the Aristotle University of Thessaloniki. The ethical approval number of this study was 12/2/4431/2019. For each brain, written informed consent was obtained from the relatives of the deceased.
Patient consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
References
- 1.Putzke JD, Whaley NR, Baba Y, Wszolek ZK, Uitti RJ. Essential tremor: Predictors of disease progression in a clinical cohort. J Neurol Neurosurg Psychiatry. 2006;77:1235–1237. doi: 10.1136/jnnp.2006.086579. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Louis ED. The primary type of tremor in essential tremor is kinetic rather than postural: Cross-sectional observation of tremor phenomenology in 369 cases. Eur J Neurol. 2013;20:725–727. doi: 10.1111/j.1468-1331.2012.03855.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Cohen O, Pullman S, Jurewicz E, Watner E, Louis ED. Rest tremor in patients with essential tremor: Prevalence, clinical correlates, and electrophysiologic characteristics. Arch Neurol. 2003;60:405–410. doi: 10.1001/archneur.60.3.405. [DOI] [PubMed] [Google Scholar]
- 4.Sternberg EJ, Alcalay RN, Levy OA, Louis ED. Postural and intention tremors: A detailed clinical study of essential tremor vs. Parkinson's disease. Front Neurol. 2013;4(51) doi: 10.3389/fneur.2013.00051. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Gitchel GT, Wetzel PA, Baron MS. Slowed saccades and increased square wave jerks in essential tremor. Tremor Other Hyperkinet Mov (NY) 2013;3(tre-03-178-4116-2) doi: 10.7916/D8251GXN. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Louis ED, Galecki M, Rao AK. Four essential tremor cases with moderately impaired gait: How impaired can gait be in this disease? Tremor Other Hyperkinet Mov (NY) 2013;3(tre-03-200-4597-1) doi: 10.7916/D8QV3K7G. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Benito-Leon J, Louis ED, Bermejo-Pareja F. Population-based case-control study of cognitive function in essential tremor. Neurology. 2006;66:69–74. doi: 10.1212/01.wnl.0000192393.05850.ec. Neurological Disorders in Central Spain (NEDICES) Study Group. [DOI] [PubMed] [Google Scholar]
- 8.Louis ED, Bromley SM, Jurewicz EC, Watner D. Olfactory dysfunction in essential tremor: A deficit unrelated to disease duration or severity. Neurology. 2002;59:1631–1633. doi: 10.1212/01.wnl.0000033798.85208.f2. [DOI] [PubMed] [Google Scholar]
- 9.Ondo WG, Sutton L, Vuong KD, Lai D, Jankovic J. Hearing impairment in essential tremor. Neurology. 2003;61:1093–1097. doi: 10.1212/01.wnl.0000086376.40750.af. [DOI] [PubMed] [Google Scholar]
- 10.Shin H, Lee DK, Lee JM, Huh YE, Youn J, Louis ED, Cho JW. Atrophy of the cerebellar vermis in essential tremor: Segmental volumetric MRI analysis. Cerebellum. 2016;15:174–181. doi: 10.1007/s12311-015-0682-8. [DOI] [PubMed] [Google Scholar]
- 11.Quattrone A, Cerasa A, Messina D, Nicoletti G, Hagberg GE, Lemieux L, Novellino F, Lanza P, Arabia G, Salsone M. Essential head tremor is associated with cerebellar vermis atrophy: A volumetric and voxel-based morphometry MR imaging study. AJNR Am J Neuroradiol. 2008;29:1692–1697. doi: 10.3174/ajnr.A1190. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Klaming R, Kayano J, Bartsch H, Annese J. Multimodal longitudinal imaging and close monitoring of single-case studies may demonstrate the relationship between structural and behavioral markers of Essential Tremor. This poster (Program#/Poster#: 553.16/D49) was presented at the Annual Meeting of the Society for Neuroscience Nov 14-16 2011 in Washington, DC, USA. [Google Scholar]
- 13.Sharifi S, Nederveen AJ, Booij J, van Rootselaar AF. Neuroimaging essentials in essential tremor: A systematic review. Neuroimage Clin. 2014;5:217–231. doi: 10.1016/j.nicl.2014.05.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Benito-Leon J, Alvarez-Linera J, Hernandez-Tamames JA, Alonso-Navarro H, Jimenez-Jimenez FJ, Louis ED. Brain structural changes in essential tremor: Voxel-based morphometry at 3-Tesla J Neurol. Sci. 2009;287:138–142. doi: 10.1016/j.jns.2009.08.037. [DOI] [PubMed] [Google Scholar]
- 15.Lin CH, Chen CM, Lu MK, Tsai CH, Chiou JC, Liao JR, Duann JR. VBM reveals brain volume differences between Parkinson's disease and essential tremor patients. Front Hum Neurosci. 2013;7(247) doi: 10.3389/fnhum.2013.00247. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Klein JC, Lorenz B, Kang JS, Baudrexel S, Seifried C, van de Loo S, Steinmetz H, Deichmann R, Hilker R. Diffusion tensor imaging of white matter involvement in essential tremor. Hum Brain Mapp. 2011;32:896–904. doi: 10.1002/hbm.21077. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Nicoletti G, Manners D, Novellino F, Condino F, Malucelli E, Barbiroli B, Tonon C, Arabia G, Salsone M, Giofre L, et al. Diffusion tensor MRI changes in cerebellar structures of patients with familial essential tremor. Neurology. 2010;74:988–994. doi: 10.1212/WNL.0b013e3181d5a460. [DOI] [PubMed] [Google Scholar]
- 18.Saini J, Bagepally BS, Bhatt MD, Chandran V, Bharath RD, Prasad C, Yadav R, Pal PK. Diffusion tensor imaging: Tract based spatial statistics study in essential tremor Parkinsonism Relat. Disord. 2012;18:477–482. doi: 10.1016/j.parkreldis.2012.01.006. [DOI] [PubMed] [Google Scholar]
- 19.Shin DH, Han BS, Kim HS, Lee PH. Diffusion tensor imaging in patients with essential tremor. AJNR Am J Neuroradiol. 2008;29:151–153. doi: 10.3174/ajnr.A0744. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Jia L, Jia-Lin S, Qin D, Qing L, Yan Z. Diffusion tensor imaging study in essential tremor. J Neuroimaging. 2011;21:370–374. doi: 10.1111/j.1552-6569.2010.00535.x. [DOI] [PubMed] [Google Scholar]
- 21.Martinelli P, Rizzo G, Manners D, Tonon C, Pizza F, Testa C, Scaglione C, Barbiroli B, Lodi R. Diffusion-weighted imaging study of patients with essential tremor. Mov Disord. 2007;22:1182–1185. doi: 10.1002/mds.21287. [DOI] [PubMed] [Google Scholar]
- 22.Pinto AD, Lang AE, Chen R. The cerebellothalamocortical pathway in essential tremor. Neurology. 2003;60:1985–1987. doi: 10.1212/01.wnl.0000065890.75790.29. [DOI] [PubMed] [Google Scholar]
- 23.Deuschl G, Elble RJ. The pathophysiology of essential tremor. Neurology. 2000;54 (11 Suppl 4):S14–S20. [PubMed] [Google Scholar]
- 24.Wills AJ, Jenkins IH, Thompson PD, Findley LJ, Brooks DJ. A positron emission tomography study of cerebral activation associated with essential and writing tremor. Arch Neurol. 1995;52:299–305. doi: 10.1001/archneur.1995.00540270095025. [DOI] [PubMed] [Google Scholar]
- 25.Paris-Robidas S, Brochu E, Sintes M, Emond V, Bousquet M, Vandal M, Pilote M, Tremblay C, Paolo TD, Rajput AH, et al. Defective dentate nucleus GABA receptors in essential tremor. Brain. 2012;135:105–116. doi: 10.1093/brain/awr301. [DOI] [PubMed] [Google Scholar]
- 26.Rajput AH, Adler CH, Shill HA, Rajput A. Essential tremor is not a neurodegenerative disease. Neurodegener Dis Manag. 2012;2:259–268. doi: 10.2217/nmt.12.23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Louis ED, Vonsattel JP. The emerging neuropathology of essential tremor. Mov Disord. 2008;23:174–182. doi: 10.1002/mds.21731. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Axelrad JE, Louis ED, Honig LS, Flores I, Ross GW, Pahwa R, Lyons KE, Faust PL, Vonsattel JP. Reduced Purkinje cell number in essential tremor: A postmortem study. Arch Neurol. 2008;65:101–107. doi: 10.1001/archneurol.2007.8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Louis ED, Faust PL, Vonsattel JP, Honig LS, Rajput A, Robinson CA, Rajput A, Pahwa R, Lyons KE, Ross GW, et al. Neuropathological changes in essential tremor: 33 cases compared with 21 controls. Brain. 2007;130:3297–3307. doi: 10.1093/brain/awm266. [DOI] [PubMed] [Google Scholar]
- 30.Cameron E, Dyke JP, Hernandez N, Louis ED, Dydak U. Cerebral gray matter volume losses in essential tremor: A case control study using high resolution tissue probability maps. Parkinsonism Relat Disord. 2018;51:85–90. doi: 10.1016/j.parkreldis.2018.03.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Daniels C, Peller M, Wolff S, Alfke K, Witt K, Gaser C, Jansen O, Siebner HR, Deuschl G. Voxel-based morphometry shows no decreases in cerebellar gray matter volume in essential tremor. Neurology. 2006;67:1452–1456. doi: 10.1212/01.wnl.0000240130.94408.99. [DOI] [PubMed] [Google Scholar]
- 32.Fang W, Lv F, Luo T, Cheng O, Liao W, Sheng K, Wang X, Wu F, Hu Y, Luo J, et al. Abnormal regional homogeneity in patients with essential tremor revealed by resting-state functional MRI. PLoS One. 2013;8(e69199) doi: 10.1371/journal.pone.0069199. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Nicoletti V, Cecchi P, Frosini D, Pesaresi I, Fabbri S, Diciotti S, Bonuccelli U, Cosottini M, Ceravolo R. Morphometric and functional MRI changes in essential tremor with and without resting tremor. J Neurol. 2014;262:719–728. doi: 10.1007/s00415-014-7626-y. [DOI] [PubMed] [Google Scholar]
- 34.Buijink AW, Broersma M, van der Stouwe AM, Sharifi S, Tijssen MA, Speelman JD, Maurits NM, van Rootselaar AF. Cerebellar atrophy in cortical myoclonic tremor and not in hereditary essential tremor-a voxel-based morphometry study. Cerebellum. 2016;15:696–704. doi: 10.1007/s12311-015-0734-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Fang W, Chen H, Wang H, Zhang H, Puneet M, Liu M, Lv F, Luo T, Cheng O, Wang X, Lu X. Essential tremor is associated with disruption of functional connectivity in the ventral intermediate nucleus-motor cortex-cerebellum circuit. Hum Brain Mapp. 2016;37:165–178. doi: 10.1002/hbm.23024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Archer DB, Coombes SA, Chu WT, Chung JW, Burciu RG, Okun MS, Shukla AW, Vaillancourt DE. A widespread visually-sensitive functional network relates to symptoms in essential tremor. Brain. 2018;141:472–485. doi: 10.1093/brain/awx338. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Gallea C, Popa T, Garcia-Lorenzo D, Valabregue R, Legrand AP, Marais L, Degos B, Hubsch C, Fernandez-Vidal S, Bardinet E, et al. Intrinsic signature of essential tremor in the cerebello-frontal network. Brain. 2015;138:2920–2933. doi: 10.1093/brain/awv171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Cao H, Wang R, Luo X, Li X, Hallett M, Thompson-Westra J, Yang J, Qu Q, Yang X. A voxel-based magnetic resonance imaging morphometric study of cerebral and cerebellar gray matter in patients under 65 years with essential tremor. Med Sci Monit. 2018;24:3127–3135. doi: 10.12659/MSM.906437. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Han Q, Hou Y, Shang H. A voxel-wise meta-analysis of gray matter abnormalities in essential tremor. Front Neurol. 2018;26(495) doi: 10.3389/fneur.2018.00495. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Luo R, Pan P, Xu Y, Chen L. No reliable gray matter changes in essential tremor. Neurol Sci. 2019;40:2051–2063. doi: 10.1007/s10072-019-03933-0. [DOI] [PubMed] [Google Scholar]
- 41.Radua J, Mataix-Cols D. Voxel-wise meta-analysis of grey matter changes in obsessive-compulsive disorder. Br J Psychiatry. 2009;195:393–402. doi: 10.1192/bjp.bp.108.055046. [DOI] [PubMed] [Google Scholar]
- 42.Louis ED, Lee M, Babij R, Ma K, Cortes C, Vonsattel JP, Faust PL. Reduced Purkinje cell dendritic arborization and loss of dendritic spines in essential tremor. Brain. 2014;137:3142–3148. doi: 10.1093/brain/awu314. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Louis ED, Vonsattel JP, Honig LS, Ross GW, Lyons KE, Pahwa R . Neuropathologic findings in essential tremor. Neurology. 2006;66:1756–1759. doi: 10.1212/01.wnl.0000218162.80315.b9. [DOI] [PubMed] [Google Scholar]
- 44.Louis ED, Yi H, Erickson-Davis C, Vonsattel JPG, Faust PL. Structural study of Purkinje cell axonal torpedoes in essential tremor. Neurosci Lett. 2009;450:287–291. doi: 10.1016/j.neulet.2008.11.043. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Mann DM, Stamp JE, Yates PO, Bannister CM. The fine structure of the axonal torpedo in Purkinje cells of the human cerebellum. Neurol Res. 1980;1:369–378. doi: 10.1080/01616412.1980.11739567. [DOI] [PubMed] [Google Scholar]
- 46.Babij R, Lee M, Cortes E, Vonsattel JP, Faust PL, Louis ED. Purkinje cell axonal anatomy: Quantifying morphometric changes in essential tremor versus control brains. Brain. 2013;136:3051–3061. doi: 10.1093/brain/awt238. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Erickson-Davis CR, Faust PL, Vonsattel JP, Gupta S, Honig LS, Louis ED. ‘Hairy baskets’ associated with degenerative Purkinje cell changes in essential tremor. J Neuropathol Exp Neurol. 2010;69:262–271. doi: 10.1097/NEN.0b013e3181d1ad04. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Lin CY, Louis ED, Faust PL, Koeppen AH, Vonsattel JP, Kuo SH. Abnormal climbing fibre-Purkinje cell synaptic connections in the essential tremor cerebellum. Brain. 2014;137:3149–3159. doi: 10.1093/brain/awu281. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Their S, Lorenz D, Nothnagel M, Poremba C, Papengut F, Appenzeller S, Paschen S, Hofschulte F, Hussl AC, Hering S, et al. Polymorphisms in the glial glutamate transporter SLC1A2 are associated with essential tremor. Neurology. 2012;79:243–248. doi: 10.1212/WNL.0b013e31825fdeed. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Yu SW, Chen CM, Chen YC, Chang CW, Chang HS, Lyu RK, Ro LS, Wu YR. SLC1A2 variant is associated with essential tremor in Taiwanese population. PLoS One. 2013;8(e71919) doi: 10.1371/journal.pone.0071919. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Research Committee: Research Deontology Principles. 2nd edition, Aristotle University of Thessaloniki, Thessaloniki, Greece, pp22-25, 2010. [Google Scholar]
- 52.Mavroudis IA, Petrides F, Manani M, Chatzinikolaou F, Ciobică AS, Pădurariu M, Kazis D, Njau SN, Costa VG, Baloyannis SJ. Purkinje cells pathology in schizophrenia. A morphometric approach. Rom J Morphol Embryol. 2017;58:419–424. [PubMed] [Google Scholar]
- 53.Jacobs B, Driscoll L, Schall M. Life-span dendritic and spine changes in areas 10 and 18 of human cortex: A quantitative Golgi study. J Comp Neurol. 1997;386:661–680. [PubMed] [Google Scholar]
- 54.Uylings HBM, Van Eden CG, Parnavelas JG, Kalsbeek A. The prenatal and postnatal development of rat cerebral cortex. In: The Cerebral Cortex of the Rat. Kolb B and Tees RC (eds). MIT Press, Cambridge, MA, pp35-76, 1990. [Google Scholar]
- 55.Sholl DA. The organization of the visual cortex in the cat. J Physiol. 1954;124:23–4P. [PubMed] [Google Scholar]
- 56.Rueden CT, Schindelin J, Hiner MC, DeZonia BE, Walter AE, Arena ET, Eliceir KW. ImageJ2: ImageJ for the next generation of scientific image data. BMC Bioinformatics. 2017;18(529) doi: 10.1186/s12859-017-1934-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. R Core Team (2021). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL http://www.R-project.org/. [Google Scholar]
- 58.Kuo SH, Erickson-Davis C, Gillman A, Faust PL, Vonsattel JP, Louis ED. Increased number of heterotopic Purkinje cells in essential tremor. J Neurol Neurosurg Psychiatry. 2010;82:1038–1040. doi: 10.1136/jnnp.2010.213330. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Symanski C, Shill HA, Dugger B, Hentz JG, Adler CH, Jacobson SA, Driver-Dunckley E, Beach TG. Essential tremor is not associated with cerebellar Purkinje cell loss. Mov Disord. 2014;29:496–500. doi: 10.1002/mds.25845. [DOI] [PubMed] [Google Scholar]
- 60.Lance J, McLeod J (eds) The cerebellum and its disorders. Chapter 8. In: A Physiological Approach to Clinical Neurology. 3rd edition. Butterworth-Heinemann, Oxford, pp191-218, 1981. [Google Scholar]
- 61.Rilling JK. The Evolution of the Cerebellum in Anthropoid Primates. Chapter 10. In: Evolution of Nervous Systems. Kaas J (ed). Volume 4. 2nd edition. Academic Press, Oxford, pp149-156, 2007. [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.