1
|
Gesundheit B, Zisman PD, Hochbaum L, Posen Y, Steinberg A, Friedman G, Ravkin HD, Rubin E, Faktor O, Ellis R. Autism spectrum disorder diagnosis using a new panel of immune- and inflammatory-related serum biomarkers: A case-control multicenter study. Front Pediatr 2023; 11:967954. [PMID: 36896401 PMCID: PMC9989209 DOI: 10.3389/fped.2023.967954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Accepted: 02/02/2023] [Indexed: 02/25/2023] Open
Abstract
Background and objectives Children with autism spectrum disorder (ASD) present with distinctive clinical features. No objective laboratory assay has been developed to establish a diagnosis of ASD. Considering the known immunological associations with ASD, immunological biomarkers might enable ASD diagnosis and intervention at an early age when the immature brain has the highest degree of plasticity. This work aimed to identify diagnostic biomarkers discriminating between children with ASD and typically developing (TD) children. Methods A multicenter, diagnostic case-control study trial was conducted in Israel and Canada between 2014 and 2021. In this trial, a single blood sample was collected from 102 children with ASD as defined in Diagnostic Statistical Manual of Mental Disorders [DSM)-IV (299.00) or DSM-V (299.00)], and from 97 typically developing control children aged 3-12 years. Samples were analyzed using a high-throughput, multiplexed ELISA array which quantifies 1,000 human immune/inflammatory-related proteins. Multiple logistic regression analysis was used to obtain a predictor from these results using 10-fold cross validation. Results Twelve biomarkers were identified that provided an overall accuracy of 0.82 ± 0.09 (sensitivity: 0.87 ± 0.08; specificity: 0.77 ± 0.14) in diagnosing ASD with a threshold of 0.5. The resulting model had an area under the curve of 0.86 ± 0.06 (95% CI: 0.811-0.889). Of the 102 ASD children included in the study, 13% were negative for this signature. Most of the markers included in all models have been reported to be associated with ASD and/or autoimmune diseases. Conclusion The identified biomarkers may serve as the basis of an objective assay for early and accurate diagnosis of ASD. In addition, the markers may shed light on ASD etiology and pathogenesis. It should be noted that this was only a pilot, case-control diagnostic study, with a high risk of bias. The findings should be validated in larger prospective cohorts of consecutive children suspected of ASD.
Collapse
Affiliation(s)
| | | | | | | | | | - Gerald Friedman
- Department of Pediatrics Mackenzie Health, Children's Treatment Network, Diagnostic Autism Clinical Services, Ontario, Canada
| | - Hersh D Ravkin
- Shraga Segal Department of Microbiology, Immunology and Genetics, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Eitan Rubin
- Shraga Segal Department of Microbiology, Immunology and Genetics, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Ouriel Faktor
- Faktor Life Sciences & Diagnostics Consultations, Rehovot, Israel
| | | |
Collapse
|
2
|
Ullah I, Awan HA, Aamir A, Diwan MN, de Filippis R, Awan S, Irfan M, Fornaro M, Ventriglio A, Vellante F, Pettorruso M, Martinotti G, Di Giannantonio M, De Berardis D. Role and Perspectives of Inflammation and C-Reactive Protein (CRP) in Psychosis: An Economic and Widespread Tool for Assessing the Disease. Int J Mol Sci 2021; 22:ijms222313032. [PMID: 34884840 PMCID: PMC8657450 DOI: 10.3390/ijms222313032] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 11/26/2021] [Accepted: 11/29/2021] [Indexed: 01/04/2023] Open
Abstract
Schizophrenia is a major psychotic disorder affecting nearly 23.6 million people globally and greatly impacting the cognitive and social functioning of individuals. Multiple risk factors, including genetic, environmental, and epigenetic factors have been identified. However, the exact mechanism by which some factors aid in the development of schizophrenia is still uncertain. Acute and/or long-standing inflammation has been implicated as both a cause and effect of schizophrenia. Heightened immune responses have been documented in large cohorts of individuals with schizophrenia. While not completely known, multiple hypotheses, such as disruption of the blood–brain barrier, alterations in the kynurenine/tryptophan pathway, and increased microglial activation, have been presented to correlate inflammation with schizophrenic symptoms. Measurement of C-reactive protein (CRP) is a commonly performed and inexpensive test on patients’ serum to determine levels of systemic inflammation in the body. Multiple studies have reported an elevated CRP level in different stages of schizophrenia, indicating its potential to be used as a viable biomarker in the diagnosis and monitoring of schizophrenia along with assessing treatment response to conventional and non-conventional treatment regimens. This review aims to evaluate the role of inflammation, in general, and CRP, in particular, in the pathogenesis of schizophrenia and its potential significance in diagnostic, therapeutic, and preventative approaches towards schizophrenia and psychosis.
Collapse
Affiliation(s)
- Irfan Ullah
- Department of Internal Medicine, Kabir Medical College, Gandhara University, Peshawar 25000, Pakistan;
| | - Hashir Ali Awan
- Department of Internal Medicine, Dow Medical College, Karachi 74200, Pakistan; (H.A.A.); (A.A.); (M.N.D.); (S.A.)
| | - Alifiya Aamir
- Department of Internal Medicine, Dow Medical College, Karachi 74200, Pakistan; (H.A.A.); (A.A.); (M.N.D.); (S.A.)
| | - Mufaddal Najmuddin Diwan
- Department of Internal Medicine, Dow Medical College, Karachi 74200, Pakistan; (H.A.A.); (A.A.); (M.N.D.); (S.A.)
| | - Renato de Filippis
- Department of Health Sciences, University Magna Graecia of Catanzaro, Viale Europa, 88100 Catanzaro, Italy;
| | - Sana Awan
- Department of Internal Medicine, Dow Medical College, Karachi 74200, Pakistan; (H.A.A.); (A.A.); (M.N.D.); (S.A.)
| | - Muhammad Irfan
- Department of Internal Medicine, Hayatabad Medical Complex, Peshawar 25000, Pakistan;
| | - Michele Fornaro
- Department of Psychiatry, Federico II University, 80131 Naples, Italy;
| | - Antonio Ventriglio
- Department of Experimental and Clinical Medicine, University of Foggia, 71122 Foggia, Italy;
| | - Federica Vellante
- Department of Neurosciences and Imaging, Chair of Psychiatry, University “G. D’Annunzio”, 66100 Chieti, Italy; (F.V.); (M.P.); (G.M.); (M.D.G.)
| | - Mauro Pettorruso
- Department of Neurosciences and Imaging, Chair of Psychiatry, University “G. D’Annunzio”, 66100 Chieti, Italy; (F.V.); (M.P.); (G.M.); (M.D.G.)
| | - Giovanni Martinotti
- Department of Neurosciences and Imaging, Chair of Psychiatry, University “G. D’Annunzio”, 66100 Chieti, Italy; (F.V.); (M.P.); (G.M.); (M.D.G.)
| | - Massimo Di Giannantonio
- Department of Neurosciences and Imaging, Chair of Psychiatry, University “G. D’Annunzio”, 66100 Chieti, Italy; (F.V.); (M.P.); (G.M.); (M.D.G.)
| | - Domenico De Berardis
- Department of Neurosciences and Imaging, Chair of Psychiatry, University “G. D’Annunzio”, 66100 Chieti, Italy; (F.V.); (M.P.); (G.M.); (M.D.G.)
- Department of Mental Health, Psychiatric Service for Diagnosis and Treatment, Hospital “G. Mazzini”, ASL 4, 64100 Teramo, Italy
- Correspondence:
| |
Collapse
|
3
|
Varun CN, Raju R, Venkataswamy MM, Ravi V, Varambally S. Procalcitonin and C - reactive protein as peripheral inflammatory markers in antipsychotic drug-free schizophrenia patients. Asian J Psychiatr 2018; 35:11-14. [PMID: 29723719 DOI: 10.1016/j.ajp.2018.04.029] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Revised: 04/16/2018] [Accepted: 04/20/2018] [Indexed: 10/17/2022]
Abstract
Inflammation is considered to be relevant in pathophysiology of schizophrenia. Existing literature indicates that controlling inflammation may be helpful in patient management. Procalcitonin (PCT) is an established marker of inflammation which has not been well studied in context with schizophrenia. The study recruited 34 schizophrenia patients free of antipsychotic treatment and 24 healthy controls without any signs of inflammation. Plasma C reactive protein was quantified using a high sensitivity turbidimetric assay. Plasma PCT levels was estimated by sandwich ELISA. The study ruled out autoimmune antibodies by ANA and RF tests which exclude confounding factors contributing to inflammation. The data shows a subgroup of patients 17/34 (50%) have either elevated PCT or CRP levels. This study is the first to report PCT values in antipsychotic drug-free patients with schizophrenia.
Collapse
Affiliation(s)
- Chakrakodi N Varun
- Department of Neuromicrobiology, National Institute of Mental Health and Neuro Sciences, Bangalore, India
| | - Ravikumar Raju
- Department of Neuromicrobiology, National Institute of Mental Health and Neuro Sciences, Bangalore, India.
| | - Manjunatha M Venkataswamy
- Department of Neurovirology, National Institute of Mental Health and Neuro Sciences, Bangalore, India
| | - Vasanthapuram Ravi
- Department of Neurovirology, National Institute of Mental Health and Neuro Sciences, Bangalore, India
| | - Shivarama Varambally
- Department of Psychiatry, National Institute of Mental Health and Neuro Sciences, Bangalore, India
| |
Collapse
|