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Niemelä O, Bloigu A, Bloigu R, Nivukoski U, Kultti J, Pohjasniemi H. Patterns of IgA Autoantibody Generation, Inflammatory Responses and Extracellular Matrix Metabolism in Patients with Alcohol Use Disorder. Int J Mol Sci 2023; 24:13124. [PMID: 37685930 PMCID: PMC10487441 DOI: 10.3390/ijms241713124] [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: 07/12/2023] [Revised: 08/17/2023] [Accepted: 08/21/2023] [Indexed: 09/10/2023] Open
Abstract
Recent data have emphasized the role of inflammation and intestinal immunoglobulin A (IgA) responses in the pathogenesis of alcoholic liver disease (ALD). In order to further explore such associations, we compared IgA titers against antigens targeted to ethanol metabolites and tissue transglutaminase with pro- and anti-inflammatory mediators of inflammation, markers of liver status, transferrin protein desialylation and extracellular matrix metabolism in alcohol-dependent patients with or without liver disease and in healthy controls. Serum IgAs against protein adducts with acetaldehyde (HbAch-IgA), the first metabolite of ethanol, and tissue transglutaminase (tTG-IgA), desialylated transferrin (CDT), pro- and anti-inflammatory cytokines, markers of liver status (GT, ALP) and extracellular matrix metabolism (PIIINP, PINP, hyaluronic acid, ICTP and CTx) were measured in alcohol-dependent patients with (n = 83) or without (n = 105) liver disease and 88 healthy controls representing either moderate drinkers or abstainers. In ALD patients, both tTG-IgA and HbAch-IgA titers were significantly higher than those in the alcoholics without liver disease (p < 0.0005 for tTG-IgA, p = 0.006 for Hb-Ach-IgA) or in healthy controls (p < 0.0005 for both comparisons). The HbAch-IgA levels in the alcoholics without liver disease also exceeded those found in healthy controls (p = 0.0008). In ROC analyses, anti-tTG-antibodies showed an excellent discriminative value in differentiating between ALD patients and healthy controls (AUC = 0.95, p < 0.0005). Significant correlations emerged between tTG-IgAs and HbAch-IgAs (rs = 0.462, p < 0.0005), CDT (rs = 0.413, p < 0.0001), GT (rs = 0.487, p < 0.0001), alkaline phosphatase (rs = 0.466, p < 0.0001), serum markers of fibrogenesis: PIIINP (rs = 0.634, p < 0.0001), hyaluronic acid (rs = 0.575, p < 0.0001), ICTP (rs = 0.482, p < 0.0001), pro-inflammatory cytokines IL-6 (rs = 0.581, p < 0.0001), IL-8 (rs = 0.535, p < 0.0001) and TNF-α (rs = 0.591, p < 0.0001), whereas significant inverse correlations were observed with serum TGF-β (rs = -0.366, p < 0.0001) and CTx, a marker of collagen degradation (rs = -0.495, p < 0.0001). The data indicate that the induction of IgA immune responses toward ethanol metabolites and tissue transglutaminaseis a characteristic feature of patients with AUD and coincides with the activation of inflammation, extracellular matrix remodeling and the generation of aberrantly glycosylated proteins. These processes appear to work in concert in the sequence of events leading from heavy drinking to ALD.
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Affiliation(s)
- Onni Niemelä
- Department of Laboratory Medicine and Medical Research Unit, Seinäjoki Central Hospital, 60220 Seinäjoki, Finland; (U.N.); (J.K.); (H.P.)
- Faculty of Medicine and Health Technology, Tampere University, 33014 Tampere, Finland
| | - Aini Bloigu
- Research Unit of Population Health, Faculty of Medicine, University of Oulu, 90220 Oulu, Finland;
| | - Risto Bloigu
- Infrastructure of Population Studies, Faculty of Medicine, University of Oulu, 90220 Oulu, Finland;
| | - Ulla Nivukoski
- Department of Laboratory Medicine and Medical Research Unit, Seinäjoki Central Hospital, 60220 Seinäjoki, Finland; (U.N.); (J.K.); (H.P.)
- Faculty of Medicine and Health Technology, Tampere University, 33014 Tampere, Finland
| | - Johanna Kultti
- Department of Laboratory Medicine and Medical Research Unit, Seinäjoki Central Hospital, 60220 Seinäjoki, Finland; (U.N.); (J.K.); (H.P.)
- Faculty of Medicine and Health Technology, Tampere University, 33014 Tampere, Finland
| | - Heidi Pohjasniemi
- Department of Laboratory Medicine and Medical Research Unit, Seinäjoki Central Hospital, 60220 Seinäjoki, Finland; (U.N.); (J.K.); (H.P.)
- Faculty of Medicine and Health Technology, Tampere University, 33014 Tampere, Finland
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Abstract
The medical disorders of alcoholism rank among the leading public health problems worldwide and the need for predictive and prognostic risk markers for assessing alcohol use disorders (AUD) has been widely acknowledged. Early-phase detection of problem drinking and associated tissue toxicity are important prerequisites for timely initiations of appropriate treatments and improving patient's committing to the objective of reducing drinking. Recent advances in clinical chemistry have provided novel approaches for a specific detection of heavy drinking through assays of unique ethanol metabolites, phosphatidylethanol (PEth) or ethyl glucuronide (EtG). Carbohydrate-deficient transferrin (CDT) measurements can be used to indicate severe alcohol problems. Hazardous drinking frequently manifests as heavy episodic drinking or in combinations with other unfavorable lifestyle factors, such as smoking, physical inactivity, poor diet or adiposity, which aggravate the metabolic consequences of alcohol intake in a supra-additive manner. Such interactions are also reflected in multiple disease outcomes and distinct abnormalities in biomarkers of liver function, inflammation and oxidative stress. Use of predictive biomarkers either alone or as part of specifically designed biological algorithms helps to predict both hepatic and extrahepatic morbidity in individuals with such risk factors. Novel approaches for assessing progression of fibrosis, a major determinant of prognosis in AUD, have also been made available. Predictive algorithms based on the combined use of biomarkers and clinical observations may prove to have a major impact on clinical decisions to detect AUD in early pre-symptomatic stages, stratify patients according to their substantially different disease risks and predict individual responses to treatment.
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Affiliation(s)
- Onni Niemelä
- Department of Laboratory Medicine and Medical Research Unit, Seinäjoki Central Hospital and Tampere University, Seinäjoki, Finland.
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Pinar-Sanchez J, Bermejo López P, Solís García Del Pozo J, Redondo-Ruiz J, Navarro Casado L, Andres-Pretel F, Celorrio Bustillo ML, Esparcia Moreno M, García Ruiz S, Solera Santos JJ, Navarro Bravo B. Common Laboratory Parameters Are Useful for Screening for Alcohol Use Disorder: Designing a Predictive Model Using Machine Learning. J Clin Med 2022; 11:2061. [PMID: 35407669 PMCID: PMC8999878 DOI: 10.3390/jcm11072061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 04/01/2022] [Accepted: 04/03/2022] [Indexed: 11/16/2022] Open
Abstract
The diagnosis of alcohol use disorder (AUD) remains a difficult challenge, and some patients may not be adequately diagnosed. This study aims to identify an optimum combination of laboratory markers to detect alcohol consumption, using data science. An analytical observational study was conducted with 337 subjects (253 men and 83 women, with a mean age of 44 years (10.61 Standard Deviation (SD)). The first group included 204 participants being treated in the Addictive Behaviors Unit (ABU) from Albacete (Spain). They met the diagnostic criteria for AUD specified in the Diagnostic and Statistical Manual of mental disorders fifth edition (DSM-5). The second group included 133 blood donors (people with no risk of AUD), recruited by cross-section. All participants were also divided in two groups according to the WHO classification for risk of alcohol consumption in Spain, that is, males drinking more than 28 standard drink units (SDUs) or women drinking more than 17 SDUs. Medical history and laboratory markers were selected from our hospital's database. A correlation between alterations in laboratory markers and the amount of alcohol consumed was established. We then created three predicted models (with logistic regression, classification tree, and Bayesian network) to detect risk of alcohol consumption by using laboratory markers as predictive features. For the execution of the selection of variables and the creation and validation of predictive models, two tools were used: the scikit-learn library for Python, and the Weka application. The logistic regression model provided a maximum AUD prediction accuracy of 85.07%. Secondly, the classification tree provided a lower accuracy of 79.4%, but easier interpretation. Finally, the Naive Bayes network had an accuracy of 87.46%. The combination of several common biochemical markers and the use of data science can enhance detection of AUD, helping to prevent future medical complications derived from AUD.
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Affiliation(s)
- Juana Pinar-Sanchez
- Department of Internal Medicine, Jose Maria Morales Meseguer University General Hospital, 30008 Murcia, Spain;
| | - Pablo Bermejo López
- Computer Science Department, Universidad de Castilla-La Mancha, 02071 Albacete, Spain;
| | - Julián Solís García Del Pozo
- Unit of Infectious Diseases, Department of Internal Medicine, University General Hospital of Albacete, 02006 Albacete, Spain
| | - Jose Redondo-Ruiz
- Unit and Gerodontology, Department of Dermatology, Stomatology, Radiology and Physical Medicine, Special Care Dentistry, Jose Maria Morales Meseguer University General Hospital, Faculty of Medicine, University of Murcia, 30008 Murcia, Spain;
| | - Laura Navarro Casado
- Department of Biochemistry, University General Hospital of Albacete, 02006 Albacete, Spain;
| | - Fernando Andres-Pretel
- Clinical Research Support Unit, National Paraplegics Hospital of Toledo Foundation, 45004 Toledo, Spain;
| | | | - Mercedes Esparcia Moreno
- Department of Mental Health, Addictive Conducts Unit Care in Albacete, 02005 Albacete, Spain; (M.L.C.B.); (M.E.M.)
| | - Santiago García Ruiz
- Blood Donation Center from Albacete and Cuenca, Department of Hematology, University General Hospital of Albacete, 02006 Albacete, Spain;
| | | | - Beatriz Navarro Bravo
- Department of Psychology, Faculty of Medicine, Universidad de Castilla-La Mancha, 02008 Albacete, Spain
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Abstract
OBJECTIVES This study compared the clinical and histopathological characteristics of children with eosinophilic esophagitis (EoE) and elevated anti-transglutaminase (TTG Ab) with those with EoE and normal TTG Ab titres. METHODS Single-center chart and blinded histopathological review of patients diagnosed with EoE for a 4-year period, who had esophageal and duodenal biopsies taken at time of endoscopy, and TTG Ab measured within 6 months of biopsy. Patients with histology-proven CD were excluded. RESULTS Elevated TTG Ab was present in 19/34 (54%) of the study cohort, representing 23% of all patients diagnosed with EoE during the study period. Eight had titers >6× upper limit of normal (ULN) and 4 had >10× ULN. TTG Ab-positive patients were classified as having either potential CD with (n = 3, 16%) and without lymphocytic duodenosis (LD; n = 12, 63%), and no CD (n = 4, 21%) on human leukocyte antigen typing. There was an increase in duodenal eosinophils in patients with elevated TTG Ab (P = 0.01), which remained when patients with LD were excluded (P = 0.018). Of 19 patients with EoE and elevated TTG Ab, 5 responded to elimination diet involving exclusion of wheat, including 2 with a sole wheat trigger and TTG Ab >10× ULN that were CD-associated human leukocyte antigen-negative. CONCLUSIONS Serum TTG Ab was elevated in almost one-quarter of our total EoE cohort, and at least 20% of these patients did not have potential CD, suggesting EoE is a heterogeneous disease with differing immune mechanisms activated in some patients. These findings also support routine esophageal biopsy during upper endoscopy in children with elevated TTG Ab.
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Planas-Ballvé A, Grau-López L, Morillas RM, Planas R. Neurological manifestations of excessive alcohol consumption. GASTROENTEROLOGIA Y HEPATOLOGIA 2017; 40:709-717. [PMID: 28651796 DOI: 10.1016/j.gastrohep.2017.05.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Revised: 05/10/2017] [Accepted: 05/19/2017] [Indexed: 12/28/2022]
Abstract
This article reviews the different acute and chronic neurological manifestations of excessive alcohol consumption that affect the central or peripheral nervous system. Several mechanisms can be implicated depending on the disorder, ranging from nutritional factors, alcohol-related toxicity, metabolic changes and immune-mediated mechanisms. Recognition and early treatment of these manifestations is essential given their association with high morbidity and significantly increased mortality.
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Affiliation(s)
- Anna Planas-Ballvé
- Unidad de Neurociencias, Servicio de Neurología, Hospital Germans Trias i Pujol, Badalona (Barcelona), España.
| | - Laia Grau-López
- Unidad de Neurociencias, Servicio de Neurología, Hospital Germans Trias i Pujol, Badalona (Barcelona), España
| | - Rosa María Morillas
- Unidad de Hepatología, CIBERehd, Servicio de Aparato Digestivo, Hospital Germans Trias i Pujol, Badalona (Barcelona), España
| | - Ramón Planas
- Unidad de Hepatología, CIBERehd, Servicio de Aparato Digestivo, Hospital Germans Trias i Pujol, Badalona (Barcelona), España
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Shanmugarajah PD, Hoggard N, Currie S, Aeschlimann DP, Aeschlimann PC, Gleeson DC, Karajeh M, Woodroofe N, Grünewald RA, Hadjivassiliou M. Alcohol-related cerebellar degeneration: not all down to toxicity? CEREBELLUM & ATAXIAS 2016; 3:17. [PMID: 27729985 PMCID: PMC5048453 DOI: 10.1186/s40673-016-0055-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Accepted: 09/29/2016] [Indexed: 12/04/2022]
Abstract
Background Alcohol-related cerebellar degeneration is one of the commonest acquired forms of cerebellar ataxia. The exact pathogenic mechanisms by which alcohol leads to cerebellar damage remain unknown. Possible autoreactive immune mediated mechanisms have not been explored previously. In this study, we aim to investigate the potential role of alcohol-induced immune mediated cerebellar degeneration. Methods Patients with ataxia and a history of alcohol misuse were recruited from the Ataxia and Hepatology tertiary clinics at Sheffield Teaching Hospitals NHS Trust. We determined the pattern of cerebellar involvement both on clinical (SARA score) and imaging (MRI volumetry and MR spectroscopy) parameters. In addition, HLA genotyping, serological markers for gluten-related disorders and serological reactivity on rat cerebellar tissue using indirect immunohistochemistry were assessed. Results Thirty-eight patients were included in the study all of whom had ataxia. The gait (97 %), stance (89 %) and heel-shin slide (89 %) were the predominant SARA elements affected. MRI volumetric and spectroscopy techniques demonstrated significant structural, volumetric and functional deficits of the cerebellum with particular involvement of the cerebellar vermis. Circulating anti-gliadin antibodies were detected in 34 % patients vs. 12 % in healthy controls. Antibodies to transglutaminase 6 (TG6) were detected in 39 % of patients and 4 % of healthy control subjects. Using immunohistochemistry, Purkinje cell and/or granular layer reactivity was demonstrated in 71 % of patient sera. Conclusions Alcohol induced tissue injury to the CNS leading to cerebellar degeneration may also involve immune mediated mechanisms, including sensitisation to gluten. Electronic supplementary material The online version of this article (doi:10.1186/s40673-016-0055-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Priya D Shanmugarajah
- Academic Department of Neurosciences, Royal Hallamshire Hospital, and University of Sheffield, Sheffield, UK
| | - Nigel Hoggard
- Academic Unit of Radiology, University of Sheffield, Sheffield, UK
| | - Stuart Currie
- Academic Unit of Radiology, University of Sheffield, Sheffield, UK
| | - Daniel P Aeschlimann
- Matrix Biology & Tissue Repair Research Unit, College of Biomedical and Life Sciences, School of Dentistry, Cardiff University, Cardiff, UK
| | - Pascale C Aeschlimann
- Matrix Biology & Tissue Repair Research Unit, College of Biomedical and Life Sciences, School of Dentistry, Cardiff University, Cardiff, UK
| | - Dermot C Gleeson
- Academic Department of Hepatology, Royal Hallamshire Hospital, and University of Sheffield, Sheffield, UK
| | - Mohammed Karajeh
- Academic Department of Hepatology, Royal Hallamshire Hospital, and University of Sheffield, Sheffield, UK
| | - Nicola Woodroofe
- Biomolecular Sciences Research Centre, Sheffield Hallam University, Sheffield, UK
| | - Richard A Grünewald
- Academic Department of Neurosciences, Royal Hallamshire Hospital, and University of Sheffield, Sheffield, UK
| | - Marios Hadjivassiliou
- Academic Department of Neurosciences, Royal Hallamshire Hospital, and University of Sheffield, Sheffield, UK
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Currie S, Hoggard N, Clark MJR, Sanders DS, Wilkinson ID, Griffiths PD, Hadjivassiliou M. Alcohol induces sensitization to gluten in genetically susceptible individuals: a case control study. PLoS One 2013; 8:e77638. [PMID: 24204900 PMCID: PMC3817350 DOI: 10.1371/journal.pone.0077638] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2013] [Accepted: 09/12/2013] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The mechanisms of cerebellar degeneration attributed to prolonged and excessive alcohol intake remain unclear. Additional or even alternative causes of cerebellar degeneration are often overlooked in suspected cases of alcohol-related ataxia. The objectives of this study were two fold: (1) to investigate the prevalence of gluten-related serological markers in patients with alcohol-related ataxia and; (2) to compare the pattern of brain involvement on magnetic resonance imaging between patients with alcohol and gluten ataxias. MATERIALS & METHODS Patients diagnosed with alcohol and gluten ataxias were identified from a retrospective review of patients attending a tertiary clinic. HLA genotype and serological markers of gluten-related disorders were recorded. Cerebellar volumetry, MR spectroscopy and voxel-based morphometric analyses were performed on patients and compared with matched control data. RESULTS Of 904 registered patients, 104 had alcohol ataxia and 159 had gluten ataxia. 61% of the alcohol ataxia group and 70% of the gluten ataxia group had HLA DQ2/DQ8 genotype compared to 30% in healthy local blood donors. 44% of patients with alcohol ataxia had antigliadin antibodies compared to 12% in the healthy local population and 10% in patients with genetically confirmed ataxias. None of the patients with alcohol ataxia and antigliadin antibodies had celiac disease compared to 40% in patients with gluten ataxia. The pattern of structural brain abnormality in patients with alcohol ataxia who had antigliadin antibodies differed from gluten ataxia and was identical to that of alcohol ataxia. CONCLUSIONS Alcohol related cerebellar degeneration may, in genetically susceptible individuals, induce sensitization to gluten. Such sensitization may result from a primary cerebellar insult, but a more systemic effect is also possible. The duration and amount of exposure to alcohol may not be the only factors responsible for the cerebellar insult.
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Affiliation(s)
- Stuart Currie
- Academic Unit of Radiology, University of Sheffield, Sheffield, United Kingdom
- * E-mail:
| | - Nigel Hoggard
- Academic Unit of Radiology, University of Sheffield, Sheffield, United Kingdom
| | - Matthew J. R. Clark
- Academic Unit of Radiology, University of Sheffield, Sheffield, United Kingdom
| | - David S. Sanders
- Department of Gastroenterology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom
| | - Iain D. Wilkinson
- Academic Unit of Radiology, University of Sheffield, Sheffield, United Kingdom
| | - Paul D. Griffiths
- Academic Unit of Radiology, University of Sheffield, Sheffield, United Kingdom
| | - Marios Hadjivassiliou
- Department of Neurology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom
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Abstract
PURPOSE OF REVIEW To update the reader with advances in epidemiology, genetics, detection, pathogenesis and therapy of alcohol-related liver disease. RECENT FINDINGS Ill-health due to alcohol abuse is improving in some nations but deteriorating in others. Oxidative and nitrosative stress are key to the pathogenesis of alcoholic liver disease, and there is now greater emphasis than previously on their development and role of cytochrome P450 2E1, on mitochondrial stress and disruption, (including elucidation of mitochondrial protection mechanisms) disturbance of signaling pathways and involvement of extrahepatic mediators like adiponectin. Treatment of alcoholic liver disease has stagnated, but transplantation is still favored and debated for end-stage cirrhosis. SUMMARY Basic and clinical research into the mechanisms of alcoholic liver disease is making headway, but has yet to produce safe and effective therapies for alcoholic hepatitis and for reversing cirrhosis.
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