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Contaldi E, Basellini MJ, Mazzetti S, Calogero AM, Colombo A, Cereda V, Innocenti G, Ferri V, Calandrella D, Isaias IU, Pezzoli G, Cappelletti G. α-Synuclein Oligomers in Skin Biopsies Predict the Worsening of Cognitive Functions in Parkinson's Disease: A Single-Center Longitudinal Cohort Study. Int J Mol Sci 2024; 25:12176. [PMID: 39596242 PMCID: PMC11594322 DOI: 10.3390/ijms252212176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Revised: 11/09/2024] [Accepted: 11/11/2024] [Indexed: 11/28/2024] Open
Abstract
α-synuclein oligomers within synaptic terminals of autonomic fibers of the skin reliably discriminate Parkinson's disease (PD) patients from healthy controls. Nonetheless, the prognostic role of oligomers for disease progression is unknown. We explored whether α-synuclein oligomers evaluated as proximity ligation assay (PLA) score may predict the worsening of cognitive functions in patients with Parkinson's disease. Thirty-four patients with PD and thirty-four healthy controls (HC), matched 1:1 for age and sex, were enrolled. Patients with PD underwent baseline skin biopsy and an assessment of cognitive domains including Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), Clock Drawing Test, and Frontal Assessment Battery. At the last follow-up visit available, patients were either cognitively stable (PD-CS) or cognitively deteriorated (PD-CD). α-synuclein oligomers were quantified as PLA scores. Differences between groups were assessed, controlling for potential confounders. The relationship between skin biopsy measures and cognitive changes was explored using correlation and multivariable regression analyses. The discrimination power of the PLA score was assessed via ROC curve. To elucidate the relationship between skin biopsy and longitudinal cognitive measures, we conducted multivariable regression analyses using delta scores of cognitive tests (Δ) as dependent variables. We found that PD-CD had higher baseline PLA scores than PD-CS (p = 0.0003), and they were correctly identified in the ROC curve analysis (AUC = 0.872, p = 0.0003). Furthermore, ANCOVA analysis with Bonferroni correction, considering all groups (PD-CS, PD-CD, and HC), showed significant differences between PD-CS and PD-CD (p = 0.003), PD-CS and HC (p = 0.002), and PD-CD and HC (p < 0.001). In the regression model using ΔMMSE as the dependent variable, the PLA score was found to be a significant predictor (β = -0.441, p = 0.016). Similar results were observed when evaluating the model with ΔMoCA (β = -0.378, p = 0.042). In conclusion, patients with Parkinson's disease with higher α-synuclein burden in the peripheral nervous system may be more susceptible to cognitive decline.
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Affiliation(s)
- Elena Contaldi
- Parkinson Institute of Milan, ASST G. Pini-CTO, 20126 Milan, Italy; (A.C.); (V.C.); (G.I.); (V.F.); (D.C.); (I.U.I.); (G.P.)
| | - Milo Jarno Basellini
- Department of Biosciences, Università degli Studi di Milano, 20133 Milan, Italy; (M.J.B.); (S.M.); (A.M.C.); (G.C.)
| | - Samanta Mazzetti
- Department of Biosciences, Università degli Studi di Milano, 20133 Milan, Italy; (M.J.B.); (S.M.); (A.M.C.); (G.C.)
- Fondazione Grigioni per il Morbo di Parkinson, 20125 Milan, Italy
| | - Alessandra Maria Calogero
- Department of Biosciences, Università degli Studi di Milano, 20133 Milan, Italy; (M.J.B.); (S.M.); (A.M.C.); (G.C.)
- Fondazione Grigioni per il Morbo di Parkinson, 20125 Milan, Italy
| | - Aurora Colombo
- Parkinson Institute of Milan, ASST G. Pini-CTO, 20126 Milan, Italy; (A.C.); (V.C.); (G.I.); (V.F.); (D.C.); (I.U.I.); (G.P.)
- Fondazione Grigioni per il Morbo di Parkinson, 20125 Milan, Italy
| | - Viviana Cereda
- Parkinson Institute of Milan, ASST G. Pini-CTO, 20126 Milan, Italy; (A.C.); (V.C.); (G.I.); (V.F.); (D.C.); (I.U.I.); (G.P.)
- Fondazione Grigioni per il Morbo di Parkinson, 20125 Milan, Italy
| | - Gionata Innocenti
- Parkinson Institute of Milan, ASST G. Pini-CTO, 20126 Milan, Italy; (A.C.); (V.C.); (G.I.); (V.F.); (D.C.); (I.U.I.); (G.P.)
| | - Valentina Ferri
- Parkinson Institute of Milan, ASST G. Pini-CTO, 20126 Milan, Italy; (A.C.); (V.C.); (G.I.); (V.F.); (D.C.); (I.U.I.); (G.P.)
- Fondazione Grigioni per il Morbo di Parkinson, 20125 Milan, Italy
| | - Daniela Calandrella
- Parkinson Institute of Milan, ASST G. Pini-CTO, 20126 Milan, Italy; (A.C.); (V.C.); (G.I.); (V.F.); (D.C.); (I.U.I.); (G.P.)
- Fondazione Grigioni per il Morbo di Parkinson, 20125 Milan, Italy
| | - Ioannis U. Isaias
- Parkinson Institute of Milan, ASST G. Pini-CTO, 20126 Milan, Italy; (A.C.); (V.C.); (G.I.); (V.F.); (D.C.); (I.U.I.); (G.P.)
- Department of Neurology, University Hospital of Würzburg and Julius-Maximilian-University of Würzburg, 97080 Würzburg, Germany
| | - Gianni Pezzoli
- Parkinson Institute of Milan, ASST G. Pini-CTO, 20126 Milan, Italy; (A.C.); (V.C.); (G.I.); (V.F.); (D.C.); (I.U.I.); (G.P.)
- Fondazione Grigioni per il Morbo di Parkinson, 20125 Milan, Italy
| | - Graziella Cappelletti
- Department of Biosciences, Università degli Studi di Milano, 20133 Milan, Italy; (M.J.B.); (S.M.); (A.M.C.); (G.C.)
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Yi H, Liang X, Xu F, Li T, Yang X, Wei M, Ou Z, Wang L, Tong Q. Association between neutrophil-to-lymphocyte ratio and motor subtypes in idiopathic Parkinson's disease: a prospective observational study. BMC Neurol 2024; 24:379. [PMID: 39379829 PMCID: PMC11460115 DOI: 10.1186/s12883-024-03887-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 09/27/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Peripheral immunity and neuroinflammation interact with each other and they play important roles in the pathophysiology of idiopathic Parkinson's disease (IPD). There have been very few real-world reports on the relationship between peripheral immune inflammation and motor phenotypes of IPD. This study aimed to investigate the potential correlation between peripheral inflammatory indicators and motor subtypes in patients with IPD. METHODS This observational, prospective case-control study examined patients with IPD and healthy controls (HC) matched for age and sex between September 2021 and July 2023 at the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University. The levels of peripheral inflammatory indicators were collected from each patient with IPD and HCs. Differences in the levels of peripheral inflammatory indicators among groups were compared. Binary logistic regression analysis was used to explore the inflammatory mechanism underlying the motor subtype of IPD. RESULTS A total number of 94 patients with IPD were recruited at the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University between September 2021 and July 2023, including 49 males and 45 females, and 37 healthy volunteers matched for age and sex were also enrolled as the control group. Of the 94 patients with IPD, 42.6% performed as the TD motor subtype and 57.4% performed as the AR motor subtype. NLR and the plasma levels of IL-1βand TNF-α in the IPD group were higher than those in the HC group (P < 0.05). The disease duration, Hoehn and Yahr (H-Y) stage, NLR, and the levels of IL-1β in the AR group were higher than those in the TD group (P < 0.05). Additionally, IL-1β plasma levels and NLR were positively correlated with disease duration, H-Y stage, movement disorder society-Unified Parkinson's Disease Rating Scale-III motor score, and AR subtype. The binary logistic regression model revealed that the plasma level of IL-1β was mildly associated with the AR motor subtype and NLR was strongly associated with the AR motor subtype. The combination of NLR and IL-1β showed better performance in identifying the AR motor subtype. CONCLUSION NLR is strongly associated with the AR motor subtype in IPD, and peripheral immunity is probably involved in the pathogenesis of AR motor subtype in IPD.
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Affiliation(s)
- Hongyan Yi
- Department of Neurology, the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 1 Huanghe Road West, Huaian, 223300, Jiangsu, China
| | - Xiaojing Liang
- Department of Neurology, the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 1 Huanghe Road West, Huaian, 223300, Jiangsu, China
| | - Fugui Xu
- Department of Neurology, the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 1 Huanghe Road West, Huaian, 223300, Jiangsu, China
| | - Tiantian Li
- Department of Neurology, the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 1 Huanghe Road West, Huaian, 223300, Jiangsu, China
| | - Xiu Yang
- Department of Neurology, the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 1 Huanghe Road West, Huaian, 223300, Jiangsu, China
| | - Ming Wei
- Department of Neurology, the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 1 Huanghe Road West, Huaian, 223300, Jiangsu, China
| | - Zhou Ou
- Department of Neurology, the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 1 Huanghe Road West, Huaian, 223300, Jiangsu, China
| | - Lijun Wang
- Department of Neurology, the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 1 Huanghe Road West, Huaian, 223300, Jiangsu, China.
| | - Qiang Tong
- Department of Neurology, the Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, 1 Huanghe Road West, Huaian, 223300, Jiangsu, China.
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Roodveldt C, Bernardino L, Oztop-Cakmak O, Dragic M, Fladmark KE, Ertan S, Aktas B, Pita C, Ciglar L, Garraux G, Williams-Gray C, Pacheco R, Romero-Ramos M. The immune system in Parkinson's disease: what we know so far. Brain 2024; 147:3306-3324. [PMID: 38833182 PMCID: PMC11449148 DOI: 10.1093/brain/awae177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 05/02/2024] [Accepted: 05/13/2024] [Indexed: 06/06/2024] Open
Abstract
Parkinson's disease is characterized neuropathologically by the degeneration of dopaminergic neurons in the ventral midbrain, the accumulation of α-synuclein (α-syn) aggregates in neurons and chronic neuroinflammation. In the past two decades, in vitro, ex vivo and in vivo studies have consistently shown the involvement of inflammatory responses mediated by microglia and astrocytes, which may be elicited by pathological α-syn or signals from affected neurons and other cell types, and are directly linked to neurodegeneration and disease development. Apart from the prominent immune alterations seen in the CNS, including the infiltration of T cells into the brain, more recent studies have demonstrated important changes in the peripheral immune profile within both the innate and adaptive compartments, particularly involving monocytes, CD4+ and CD8+ T cells. This review aims to integrate the consolidated understanding of immune-related processes underlying the pathogenesis of Parkinson's disease, focusing on both central and peripheral immune cells, neuron-glia crosstalk as well as the central-peripheral immune interaction during the development of Parkinson's disease. Our analysis seeks to provide a comprehensive view of the emerging knowledge of the mechanisms of immunity in Parkinson's disease and the implications of this for better understanding the overall pathogenesis of this disease.
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Affiliation(s)
- Cintia Roodveldt
- Centre for Molecular Biology and Regenerative Medicine-CABIMER, University of Seville-CSIC, Seville 41092, Spain
- Department of Medical Biochemistry, Molecular Biology and Immunology, Faculty of Medicine, University of Seville, Seville 41009, Spain
| | - Liliana Bernardino
- Health Sciences Research Center (CICS-UBI), Faculty of Health Sciences, University of Beira Interior, 6200-506, Covilhã, Portugal
| | - Ozgur Oztop-Cakmak
- Department of Neurology, Faculty of Medicine, Koç University, Istanbul 34010, Turkey
| | - Milorad Dragic
- Laboratory for Neurobiology, Department of General Physiology and Biophysics, Faculty of Biology, University of Belgrade, 11000 Belgrade, Serbia
- Department of Molecular Biology and Endocrinology, ‘VINČA’ Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, 11000 Belgrade, Serbia
| | - Kari E Fladmark
- Department of Biological Science, University of Bergen, 5006 Bergen, Norway
| | - Sibel Ertan
- Department of Neurology, Faculty of Medicine, Koç University, Istanbul 34010, Turkey
| | - Busra Aktas
- Department of Molecular Biology and Genetics, Burdur Mehmet Akif Ersoy University, Burdur 15200, Turkey
| | - Carlos Pita
- iNOVA4Health, NOVA Medical School, Faculdade de Ciências Médicas, NMS, FCM, Universidade Nova de Lisboa, 1169-056 Lisboa, Portugal
| | - Lucia Ciglar
- Center Health & Bioresources, Competence Unit Molecular Diagnostics, AIT Austrian Institute of Technology GmbH, 1210 Vienna, Austria
| | - Gaetan Garraux
- Movere Group, Faculty of Medicine, GIGA Institute, University of Liège, Liège 4000, Belgium
| | | | - Rodrigo Pacheco
- Laboratorio de Neuroinmunología, Centro Científico y Tecnológico de Excelencia Ciencia & Vida, Fundación Ciencia & Vida, Huechuraba 8580702, Santiago, Chile
- Facultad de Medicina y Ciencia, Universidad San Sebastián, Providencia 7510156, Santiago, Chile
| | - Marina Romero-Ramos
- Department of Biomedicine & The Danish Research Institute of Translational Neuroscience—DANDRITE, Aarhus University, DK-8000 Aarhus C, Denmark
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Lucero J, Gurnani A, Weinberg J, Shih LC. Neutrophil-to-lymphocyte ratio and longitudinal cognitive performance in Parkinson's disease. Ann Clin Transl Neurol 2024; 11:2301-2313. [PMID: 39031909 PMCID: PMC11537143 DOI: 10.1002/acn3.52144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 06/18/2024] [Accepted: 06/21/2024] [Indexed: 07/22/2024] Open
Abstract
OBJECTIVE Previous studies have suggested a link between peripheral inflammation and cognitive outcomes in the general population and individuals with Parkinson's disease (PD). We sought to test the association between peripheral inflammation, measured by the neutrophil-to-lymphocyte ratio (NLR), cognitive performance, and mild cognitive impairment (MCI) status in individuals with PD. METHODS A retrospective, longitudinal analysis was carried out using data from the Parkinson's Progression Markers Initiative (PPMI), including 422 participants with PD followed over 5 years. Cognitive performance was assessed using a neuropsychological battery including the Montreal Cognitive Assessment (MoCA) and tests of verbal learning, visuospatial function, processing speed, and executive function. Mixed-effect regression models were used to analyze the association between NLR, cognitive performance, and MCI status, controlling for age, sex, education, APOE genotype, and motor severity. RESULTS There was a negative association between NLR and MoCA, even after adjusting for covariates (b = -0.12, p = 0.033). MoCA scores for individuals in the high NLR category exhibited a more rapid decline over time compared to the low NLR group (b = -0.16, p = 0.012). Increased NLR was associated with decreased performance across all cognitive domains. However, NLR was not associated with MCI status over 5 years of follow-up. INTERPRETATION This study demonstrates a link between elevated NLR and cognitive performance in PD, but not with MCI status over 5 years. This suggests that NLR is more strongly associated with day-to-day cognitive performance than with incident MCI, but this requires further study in more heterogeneous cohorts.
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Affiliation(s)
- Jenniffer Lucero
- Department of NeurologyBoston University Chobanian and Avedisian School of MedicineBostonMassachusetts02118USA
- Department of NeurologyBoston Medical CenterBostonMassachusetts02118USA
| | - Ashita Gurnani
- Department of NeurologyBoston University Chobanian and Avedisian School of MedicineBostonMassachusetts02118USA
| | - Janice Weinberg
- Department of BiostatisticsBoston University School of Public HealthBoston02118MassachusettsUSA
| | - Ludy C Shih
- Department of NeurologyBoston University Chobanian and Avedisian School of MedicineBostonMassachusetts02118USA
- Department of NeurologyBoston Medical CenterBostonMassachusetts02118USA
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Nona RJ, Henderson RD, McCombe PA. Neutrophil-to-lymphocyte ratio at diagnosis as a biomarker for survival of amyotrophic lateral sclerosis. Amyotroph Lateral Scler Frontotemporal Degener 2024; 25:452-464. [PMID: 38745425 DOI: 10.1080/21678421.2024.2351187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 04/22/2024] [Accepted: 04/29/2024] [Indexed: 05/16/2024]
Abstract
INTRODUCTION The neutrophil-to-lymphocyte ratio (NLR) has previously been reported to be associated with survival in ALS. To provide further information about the role of NLR as a biomarker in ALS, we performed a systematic review, analyzed data from our local cohort of ALS subjects and performed a meta-analysis. METHODS (1) The systematic review used established methods. (2) Using data from our cohort of subjects, we analyzed the association of NLR with survival. (3) Meta-analysis was performed using previous studies and our local data. RESULTS (1) In the systematic review, higher NLR was associated with shorter survival in all studies. (2) In our subjects, survival was significantly shorter in patients in the highest NLR groups. (3) Meta-analysis showed subjects with highest NLR tertile or with NLR >3 had significantly shorter survival than other subjects. DISCUSSION This study supports NLR as a biomarker in ALS; high NLR is associated with poor survival.
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Affiliation(s)
- Robert J Nona
- University of Queensland Centre for Clinical Research, Brisbane, Queensland, Australia and
| | - Robert D Henderson
- University of Queensland Centre for Clinical Research, Brisbane, Queensland, Australia and
- Department of Neurology, The Royal Brisbane & Women's Hospital, Brisbane, Queensland, Australia
| | - Pamela A McCombe
- University of Queensland Centre for Clinical Research, Brisbane, Queensland, Australia and
- Department of Neurology, The Royal Brisbane & Women's Hospital, Brisbane, Queensland, Australia
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Li X, Luo M, Xu H, Jia L, Liang Y, Xu Q, Wang Y. CAP2 contributes to Parkinson's disease diagnosed by neutrophil extracellular trap-related immune activity. Front Immunol 2024; 15:1377409. [PMID: 38846945 PMCID: PMC11153744 DOI: 10.3389/fimmu.2024.1377409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Accepted: 04/29/2024] [Indexed: 06/09/2024] Open
Abstract
Introduction Neutrophil extracellular traps (NETs) constitute a crucial element of the immune system, and dysfunction in immune responses is implicated in the susceptibility and progression of Parkinson's disease (PD). Nevertheless, the mechanism connecting PD and NETs remains unclear. This study aims to uncover potential NETs-related immune biomarkers and elucidate their role in PD pathogenesis. Methods Through differential gene analysis of PD and NETs in GSE7621 datasets, we identified two PD subtypes and explored potential biological pathways. Subsequently, using ClusterWGCNA, we pinpointed pertinent genes and developed clinical diagnostic models. We then optimized the chosen model and evaluated its association with immune infiltration. Validation was conducted using the GSE20163 dataset. Screening the single-cell dataset GSE132758 revealed cell populations associated with the identified gene. Results Our findings identified XGB as the optimal diagnostic model, with CAP2 identified as a pivotal gene. The risk model effectively predicted overall diagnosis rates, demonstrating a robust correlation between infiltrating immune cells and genes related to the XGB model. Discussion In conclusions, we identified PD subtypes and diagnostic genes associated with NETs, highlighting CAP2 as a pivotal gene. These findings have significant implications for understanding potential molecular mechanisms and treatments for PD.
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Affiliation(s)
| | | | | | | | | | | | - Yonghui Wang
- Rehabilitation Center, Qilu Hospital of Shandong University, Jinan, China
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Li F, Weng G, Zhou H, Zhang W, Deng B, Luo Y, Tao X, Deng M, Guo H, Zhu S, Wang Q. The neutrophil-to-lymphocyte ratio, lymphocyte-to-monocyte ratio, and neutrophil-to-high-density-lipoprotein ratio are correlated with the severity of Parkinson's disease. Front Neurol 2024; 15:1322228. [PMID: 38322584 PMCID: PMC10844449 DOI: 10.3389/fneur.2024.1322228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 01/08/2024] [Indexed: 02/08/2024] Open
Abstract
Background Inflammation plays a pivotal role in the pathogenesis of Parkinson's disease (PD). However, the correlation between peripheral inflammatory markers and the severity of PD remains unclear. Methods The following items in plasma were collected for assessment among patients with PD (n = 303) and healthy controls (HCs; n = 303) were assessed for the neutrophil-to-lymphocyte ratio (NLR), lymphocyte-to-monocyte ratio (LMR) and neutrophil-to-high-density-lipoprotein ratio (NHR) in plasma, and neuropsychological assessments were performed for all patients with PD. Spearman rank or Pearson correlation was used to evaluate the correlation between the NLR, the LMR and the NHR and the severity of PD. Receiver operating characteristic (ROC) curves were used to evaluate the diagnostic performance of the NLR, LMR and NHR for PD. Results The plasma NLR and NHR were substantially higher in patients with PD than in HCs, while the plasma LMR was substantially lower. The plasma NLR was positively correlated with Hoehn and Yahr staging scale (H&Y), Unified Parkinson's Disease Rating Scale (UPDRS), UPDRS-I, UPDRS-II, and UPDRS-III scores. Conversely, it exhibited a negative relationship with Mini-Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) scores. Furthermore, the plasma NHR was positively correlated with H&Y, UPDRS, UPDRS-I, UPDRS-II and UPDRS-III scores. Moreover, negative associations were established between the plasma LMR and H&Y, UPDRS, UPDRS-I, UPDRS-II, and UPDRS-III scores. Finally, based on the ROC curve analysis, the NLR, LMR and NHR exhibited respectable PD discriminating power. Conclusion Our research indicates that a higher NLR and NHR and a lower LMR may be relevant for assessing the severity of PD and appear to be promising disease-state biomarker candidates.
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Affiliation(s)
- Fangyi Li
- Department of Neurology, Zhujiang Hospital of Southern Medical University, Guangzhou, China
- Department of Neurology, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, China
| | - Guomei Weng
- Department of Neurology, Zhujiang Hospital of Southern Medical University, Guangzhou, China
- Department of Neurology, The First People’s Hospital of Zhaoqing, Zhaoqing, China
| | - Hang Zhou
- Department of Neurology, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Wenjie Zhang
- Department of Neurology, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Bin Deng
- Department of Neurology, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Yuqi Luo
- Department of Neurology, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Xi Tao
- Department of Neurological Rehabilitation, Hunan Provincial People’s Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, China
| | - Mingzhu Deng
- Department of Neurology, Brain Hospital of Hunan Province, The Second People’s Hospital of Hunan Province, Changsha, China
| | - Haiqiang Guo
- Department of Neurology, Dafeng Hospital of Chaoyang District in Shantou City, Shantou, China
| | - Shuzhen Zhu
- Department of Neurology, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Qing Wang
- Department of Neurology, Zhujiang Hospital of Southern Medical University, Guangzhou, China
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Lauritsen J, Romero-Ramos M. The systemic immune response in Parkinson's disease: focus on the peripheral immune component. Trends Neurosci 2023; 46:863-878. [PMID: 37598092 DOI: 10.1016/j.tins.2023.07.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 05/19/2023] [Accepted: 07/24/2023] [Indexed: 08/21/2023]
Abstract
During Parkinson's disease (PD), both the central nervous system (CNS) and peripheral nervous system (PNS) are affected. In parallel, innate immune cells respond early to neuronal changes and alpha-synuclein (α-syn) pathology. Moreover, some of the affected neuronal groups innervate organs with a relevant role in immunity. Consequently, not only microglia, but also peripheral immune cells are altered, resulting in a systemic immune response. Innate and adaptive immune cells may participate in the neurodegenerative process by acting peripherally, infiltrating the brain, or releasing mediators that can protect or harm neurons. However, the sequence of the changes and the significance of each immune compartment in the disease remain to be clarified. In this review, we describe current understanding of the peripheral immune response in PD and discuss the road ahead.
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Affiliation(s)
- Johanne Lauritsen
- Department of Biomedicine, Health Faculty & Danish Research Institute of Translational Neuroscience - DANDRITE, Aarhus University, Aarhus, Denmark
| | - Marina Romero-Ramos
- Department of Biomedicine, Health Faculty & Danish Research Institute of Translational Neuroscience - DANDRITE, Aarhus University, Aarhus, Denmark.
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Cho K. Neutrophil-Mediated Progression of Mild Cognitive Impairment to Dementia. Int J Mol Sci 2023; 24:14795. [PMID: 37834242 PMCID: PMC10572848 DOI: 10.3390/ijms241914795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 09/26/2023] [Accepted: 09/29/2023] [Indexed: 10/15/2023] Open
Abstract
Cognitive impairment is a serious condition that begins with amnesia and progresses to cognitive decline, behavioral dysfunction, and neuropsychiatric impairment. In the final stage, dysphagia and incontinence occur. There are numerous studies and developed drugs for cognitive dysfunction in neurodegenerative diseases, such as Alzheimer's disease (AD); however, their clinical effectiveness remains equivocal. To date, attempts have been made to overcome cognitive dysfunction and understand and delay the aging processes that lead to degenerative and chronic diseases. Cognitive dysfunction is involved in aging and the disruption of inflammation and innate immunity. Recent reports have indicated that the innate immune system is prevalent in patients with AD, and that peripheral neutrophil markers can predict a decline in executive function in patients with mild cognitive impairment (MCI). Furthermore, altered levels of pro-inflammatory interleukins have been reported in MCI, which have been suggested to play a role in the peripheral immune system during the process from early MCI to dementia. Neutrophils are the first responders of the innate immune system. Neutrophils eliminate harmful cellular debris via phagocytosis, secrete inflammatory factors to activate host defense systems, stimulate cytokine production, kill pathogens, and regulate extracellular proteases and inhibitors. This review investigated and summarized the regulation of neutrophil function during cognitive impairment caused by various degenerative diseases. In addition, this work elucidates the cellular mechanism of neutrophils in cognitive impairment and what is currently known about the effects of activated neutrophils on cognitive decline.
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Affiliation(s)
- KyoungJoo Cho
- Department of Life Science, Kyonggi University, Suwon 16227, Republic of Korea
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Hosseini S, Shafiabadi N, Khanzadeh M, Ghaedi A, Ghorbanzadeh R, Azarhomayoun A, Bazrgar A, Pezeshki J, Bazrafshan H, Khanzadeh S. Neutrophil to lymphocyte ratio in parkinson's disease: a systematic review and meta-analysis. BMC Neurol 2023; 23:333. [PMID: 37735638 PMCID: PMC10512499 DOI: 10.1186/s12883-023-03380-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 09/11/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND The goal of this research was to explore the role of Neutrophil to lymphocyte ratio (NLR) in Parkinson's disease (PD). METHODS From inception to 4 June 2023, PubMed, Web of Science, and ProQuest were searched for papers comparing NLR in PD to healthy individuals. Standardized mean difference (SMD) with a confidence interval (CI) of 95% were calculated. RESULTS A random-effect model revealed that PD patients had elevated NLR values compared to healthy individuals (SMD = 0.81, 95% CI = 0.47 to 1.14, P < 0.001). The results of subgroup analysis were as follows: (1) study design: We observed that patients with PD had higher levels of NLR than healthy controls in either retrospective (SMD = 1.12, 95% CI = 0.58 to 1.66, P < 0.001) or prospective (SMD = 0.43, 95% CI = 0.18 to 0.68, P = 0.001) studies. (2) Ethnicity: We noticed that individuals with PD had higher levels of NLR than healthy controls, whether they were East Asian (SMD = 0.93, 95% CI = 0.22 to 1.63, P = 0.010) or Caucasian (SMD = 0.75, 95% CI = 0.40 to 1.10, P < 0.001).The pooled sensitivity of NLR in the prediction of PD was 0.67 (95% CI = 0.61-0.73), and the pooled specificity was 0.66 (95% CI, 0.61-0.70). CONCLUSIONS Increased levels of NLR is highly related with the presence of PD. Further research is needed to determine the potential clinical benefits of this simple and low-cost biomarker in the PD diagnosis.
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Affiliation(s)
- Samaneh Hosseini
- Neurosciences Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Monireh Khanzadeh
- Geriatric & Gerontology Department, Medical School, Tehran University of medical and health sciences, Tehran, Iran
| | - Arshin Ghaedi
- Student Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Raziyeh Ghorbanzadeh
- Department of Psychiatry, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Amir Azarhomayoun
- Sina trauma and surgery research center, Tehran University of medical sciences, Tehran, Iran
| | - Aida Bazrgar
- Student Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | - Hanieh Bazrafshan
- Clinical Neurology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
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Li S, Chen X, Gao M, Zhang X, Han P, Cao L, Gao J, Tao Q, Zhai J, Liang D, Guo Q. The neutrophil-to-lymphocyte ratio is associated with mild cognitive impairment in community-dwelling older women aged over 70 years: a population-based cross-sectional study. Front Aging Neurosci 2023; 15:1261026. [PMID: 37781103 PMCID: PMC10539551 DOI: 10.3389/fnagi.2023.1261026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 09/01/2023] [Indexed: 10/03/2023] Open
Abstract
Background The neutrophil-to-lymphocyte ratio (NLR) is a marker of inflammation that can be obtained quickly, conveniently, and cheaply from blood samples. However, there is no research to explore the effects of sex and age on the relationship between the NLR and mild cognitive impairment (MCI) in community-dwelling older adults. Methods A total of 3,126 individuals aged over 60 years in Shanghai were recruited for face-to-face interviews, and blood samples were collected. MCI was assessed by the Mini-Mental State Examination (MMSE) and the Instrumental Activities of Daily Living (IADL) scale, and neutrophil count and lymphocyte counts were measured in fasting blood samples. The NLR was calculated by dividing the absolute neutrophil count by the absolute lymphocyte count. Results In females, the NLR in the MCI group was significantly higher than that in the cognitively normal group (2.13 ± 0.94 vs. 1.85 ± 0.83, p < 0.001) but not in men. Logistic regression showed that a higher NLR was an independent risk factor for MCI in women [odds ratio (OR) = 1.33; 95% confidence interval (CI) = 1.14-1.55]. In addition, the elevated NLR quartile was associated with an increased risk of MCI, especially in women older than 70 years (p value for trend = 0.012). Conclusion Compared with males, female MCI patients had a significantly higher NLR than cognitively normal controls. In addition, elevated NLR was found to be significantly associated with MCI risk in women older than 70 years. Therefore, elderly Chinese women with a higher NLR value may be the target population for effective prevention of MCI.
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Affiliation(s)
- Shengjie Li
- Department of Rehabilitation Medicine, Shanghai University of Medicine and Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
- School of Sports and Health, Tianjin University of Sport, Tianjin, China
| | - Xiaoyu Chen
- Department of Rehabilitation Medicine, Shanghai University of Medicine and Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Mengze Gao
- Department of Rehabilitation Medicine, Shanghai University of Medicine and Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
- School of Sports and Health, Tianjin University of Sport, Tianjin, China
| | - Xingyu Zhang
- Department of Rehabilitation Medicine, Shanghai University of Medicine and Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
- School of Sports and Health, Tianjin University of Sport, Tianjin, China
| | - Peipei Han
- Department of Rehabilitation Medicine, Shanghai University of Medicine and Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
| | - Liou Cao
- Department of Nephrology, Molecular Cell Lab for Kidney Disease, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jing Gao
- General Practice Clinic, Pujiang Community Health Service Center in Minhang District, Shanghai, China
| | - Qiongying Tao
- Jiading Subdistrict Community Health Center, Shanghai, China
| | - Jiayi Zhai
- Jiading Subdistrict Community Health Center, Shanghai, China
| | - Dongyu Liang
- Clinical Research Center, Jiading District Central Hospital Affiliated Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Qi Guo
- Department of Rehabilitation Medicine, Shanghai University of Medicine and Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
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Grillo P, Sancesario GM, Bovenzi R, Zenuni H, Bissacco J, Mascioli D, Simonetta C, Forti P, Degoli GR, Pieri M, Chiurchiù V, Stefani A, Mercuri NB, Schirinzi T. Neutrophil-to-lymphocyte ratio and lymphocyte count reflect alterations in central neurodegeneration-associated proteins and clinical severity in Parkinson Disease patients. Parkinsonism Relat Disord 2023; 112:105480. [PMID: 37290213 DOI: 10.1016/j.parkreldis.2023.105480] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/29/2023] [Accepted: 05/31/2023] [Indexed: 06/10/2023]
Abstract
INTRODUCTION Peripheral inflammation has been recently associated to Parkinson disease (PD). However, how the peripheral inflammatory immune response could affect the clinical-pathological features of the disease is not fully understood. In this study, we assessed the peripheral immune profile of a well-characterized PD cohort, examining several correlations with CSF biomarkers of neurodegeneration and the main clinical parameters, aimed at better elucidating the complex dynamics of the brain-periphery interactions in PD. METHODS The leukocyte populations counts (neutrophils, lymphocytes, monocytes, eosinophils, and basophils) and the neutrophil-to-lymphocyte ratio (NLR) were collected and compared in 61 PD patients and 60 sex/age matched controls (CTRLs). Immune parameters were correlated with CSF levels of total α-synuclein, amyloid-β-42, total and phosphorylated-tau and main motor and non-motor scores. RESULTS PD patients had lower lymphocyte and higher NLR counts compared to CTRLs. In PD patients, the lymphocyte count directly correlated with CSF α-synuclein levels, whereas NLR displayed an inverse correlation with the CSF amyloid-β42 levels. The lymphocyte count also negatively correlated with HY stage, while NLR positively with the disease duration. CONCLUSIONS This study provided in vivo evidence that, in PD, changes in leukocytes in the periphery, assessed as relative lymphopenia and NLR increase, reflect in central neurodegeneration-associated proteins modifications, especially in α-synuclein and amyloid-β pathways, and greater clinical burden.
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Affiliation(s)
- Piergiorgio Grillo
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | | | - Roberta Bovenzi
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Henri Zenuni
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Jacopo Bissacco
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Davide Mascioli
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Clara Simonetta
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Paolo Forti
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Giulia Rebecca Degoli
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Massimo Pieri
- Department of Experimental Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Valerio Chiurchiù
- Institute of Translational Pharmacology, National Research Council, Rome, Italy; Laboratory of Resolution of Neuroinflammation, IRCCS Santa Lucia Foundation, Rome, Italy
| | - Alessandro Stefani
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy
| | - Nicola Biagio Mercuri
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy; Experimental Neurology Unit, IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Tommaso Schirinzi
- Unit of Neurology, Department of Systems Medicine, University of Roma Tor Vergata, Rome, Italy.
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Yu ZW, Wang Y, Li X, Tong XW, Zhang YT, Gao XY. Association between the neutrophil to lymphocyte ratio and mild cognitive impairment in patients with type 2 diabetes. Aging Clin Exp Res 2023; 35:1339-1345. [PMID: 37129710 DOI: 10.1007/s40520-023-02420-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 04/24/2023] [Indexed: 05/03/2023]
Abstract
AIM Evidence indicates that type 2 diabetes (T2D) is associated with mild cognitive impairment (MCI). Inflammation is a recognized sign of many neurodegenerative diseases. The neutrophil-to-lymphocyte ratio (NLR) is a novel and inexpensive marker of inflammation. The purpose of this study was to investigate the relationship between the NLR and MCI in patients with T2D. METHODS The sample for this study comprised 787 patients with T2D, including 411 patients with normal cognitive function and 376 patients with MCI. Blood biochemical parameters and routine blood indicators were determined by an automatic analyzer. The NLR was calculated as the neutrophil count divided by the lymphocyte count. RESULTS Compared with the control group, the MCI group was older and had a higher NLR but a lower education level and Montreal Cognitive Assessment (MoCA) score (p < 0.05). Spearman correlation and multiple linear regression analyses confirmed that the MoCA score was negatively associated with the NLR (p < 0.001). Multivariate logistic regression analysis demonstrated that the NLR was an independent risk factor for MCI in patients with T2D (p < 0.001). After adjusting for confounding factors, the risk of MCI for those in the third tertile of the NLR was 2.907 times higher than that of those in the first tertile of the NLR (OR = 2.907, 95%CI = 1.978-4.272, p < 0.001). CONCLUSION An elevated NLR is associated with MCI in patients with T2D.
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Affiliation(s)
- Zi-Wei Yu
- Department of Endocrinology, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Ying Wang
- Department of Endocrinology, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Xin Li
- Department of Endocrinology, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Xue-Wei Tong
- Department of Endocrinology, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Yi-Tong Zhang
- Department of Endocrinology, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China
| | - Xin-Yuan Gao
- Department of Endocrinology, First Affiliated Hospital of Harbin Medical University, Harbin, 150001, China.
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Effects of Cannabidiol on Innate Immunity: Experimental Evidence and Clinical Relevance. Int J Mol Sci 2023; 24:ijms24043125. [PMID: 36834537 PMCID: PMC9964491 DOI: 10.3390/ijms24043125] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 01/18/2023] [Accepted: 02/02/2023] [Indexed: 02/09/2023] Open
Abstract
Cannabidiol (CBD) is the main non-psychotropic cannabinoid derived from cannabis (Cannabis sativa L., fam. Cannabaceae). CBD has received approval by the Food and Drug Administration (FDA) and European Medicines Agency (EMA) for the treatment of seizures associated with Lennox-Gastaut syndrome or Dravet syndrome. However, CBD also has prominent anti-inflammatory and immunomodulatory effects; evidence exists that it could be beneficial in chronic inflammation, and even in acute inflammatory conditions, such as those due to SARS-CoV-2 infection. In this work, we review available evidence concerning CBD's effects on the modulation of innate immunity. Despite the lack so far of clinical studies, extensive preclinical evidence in different models, including mice, rats, guinea pigs, and even ex vivo experiments on cells from human healthy subjects, shows that CBD exerts a wide range of inhibitory effects by decreasing cytokine production and tissue infiltration, and acting on a variety of other inflammation-related functions in several innate immune cells. Clinical studies are now warranted to establish the therapeutic role of CBD in diseases with a strong inflammatory component, such as multiple sclerosis and other autoimmune diseases, cancer, asthma, and cardiovascular diseases.
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Searching for Biomarkers in the Blood of Patients at Risk of Developing Parkinson's Disease at the Prodromal Stage. Int J Mol Sci 2023; 24:ijms24031842. [PMID: 36768161 PMCID: PMC9915927 DOI: 10.3390/ijms24031842] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 01/02/2023] [Accepted: 01/09/2023] [Indexed: 01/19/2023] Open
Abstract
Parkinson's disease (PD) is diagnosed many years after its onset, under a significant degradation of the nigrostriatal dopaminergic system, responsible for the regulation of motor function. This explains the low effectiveness of the treatment of patients. Therefore, one of the highest priorities in neurology is the development of the early (preclinical) diagnosis of PD. The aim of this study was to search for changes in the blood of patients at risk of developing PD, which are considered potential diagnostic biomarkers. Out of 1835 patients, 26 patients were included in the risk group and 20 patients in the control group. The primary criteria for inclusion in a risk group were the impairment of sleep behavior disorder and sense of smell, and the secondary criteria were neurological and mental disorders. In patients at risk and in controls, the composition of plasma and the expression of genes of interest in lymphocytes were assessed by 27 indicators. The main changes that we found in plasma include a decrease in the concentrations of l-3,4-dihydroxyphenylalanine (L-DOPA) and urates, as well as the expressions of some types of microRNA, and an increase in the total oxidative status. In turn, in the lymphocytes of patients at risk, an increase in the expression of the DA D3 receptor gene and the lymphocyte activation gene 3 (LAG3), as well as a decrease in the expression of the Protein deglycase DJ-1 gene (PARK7), were observed. The blood changes we found in patients at risk are considered candidates for diagnostic biomarkers at the prodromal stage of PD.
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Zhuo B, Zheng D, Cai M, Wang C, Zhang S, Zhang Z, Tian F, Wang X, Lin H. Mediation Effect of Brain Volume on the Relationship Between Peripheral Inflammation and Cognitive Decline. J Alzheimers Dis 2023; 95:523-533. [PMID: 37545239 DOI: 10.3233/jad-230253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
BACKGROUND Studies have reported the associations between inflammation, brain volume, and cognition separately. It is reasonable to assume peripheral inflammation may contribute to cognitive decline through brain volume atrophy. OBJECTIVE To examine the associations between peripheral inflammation, brain volume, and cognition among adults, and to investigate whether brain volume atrophy mediates the inflammation-cognition relationshipMethods:We retrieved 20,381 participants with available data on peripheral inflammation, brain volume, and cognition from the UK Biobank cohort. Cognitive function was assessed by performance on cognitive tasks probing various cognitive domains. Brain volumes were measured by magnetic resonance imaging (MRI). Multivariable linear models were used to investigate the associations between three peripheral inflammatory indexes (C-reactive protein, systemic immune-inflammatory index, neutrophil-to-lymphocyte ratio), brain volume, and cognition. Mediation analyses were conducted to assess the potential mediating effect of brain volume atrophy. All results were corrected for multiple comparisons using the false-discovery rate (FDR). RESULTS Peripheral inflammation was inversely associated with grey matter volume (GMV), white matter volume (WMV), and cognition after adjusting for potential covariates. For instance, CRP was associated with the GMV of left parahippocampal gyrus (β= -0.05, 95% confidence interval [CI]: -0.06 to -0.04, pFDR =1.07×10-16) and general cognitive factor (β= -0.03, 95% CI: -0. -0.04 to -0.01, pFDR = 0.001). Brain volume atrophy mediated the inflammation-cognitive decline relationship, accounting for 15-29% of the overall impact. CONCLUSION In this cohort study, peripheral inflammation was associated with brain volume atrophy and cognitive decline. Brain atrophy may mediate the inflammation-cognitive decline relationship.
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Affiliation(s)
- Bingting Zhuo
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Dashan Zheng
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Miao Cai
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Chongjian Wang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Henan, China
| | - Shiyu Zhang
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Zilong Zhang
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Fei Tian
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiaojie Wang
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Hualiang Lin
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, Guangdong, China
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