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Harandi AA, Kimia N, Medghalchi A, Sharifipour E, Pakdaman H, Siavoshi F, Barough SS, Esfandani A, Hosseini MH. Cerebral hemodynamic response to generalized anxiety disorder. Psychiatry Res Neuroimaging 2023; 333:111654. [PMID: 37229961 DOI: 10.1016/j.pscychresns.2023.111654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 04/12/2023] [Accepted: 04/26/2023] [Indexed: 05/27/2023]
Abstract
BACKGROUND Generalized anxiety disorder (GAD) is the least studied among anxiety disorders. Therefore, we aimed to compare the cervical blood flow velocities using doppler ultrasonography in untreated chronic GAD patients and healthy individuals. MATERIAL AND METHODS In this study, thirty-eight GAD patients were enrolled. And thirty-eight healthy volunteers were recruited as control participants. The common carotid artery (CCA), internal carotid artery (ICA), and vertebral artery (VA) of both sides were explored. Also, we trained machine learning models based on cervical arteries characteristics to diagnose GAD patients. RESULTS Patients with chronic untreated GAD showed a significant increase in peak systolic velocity (PSV) bilaterally in the CCA and the ICA (P value < 0.05). In GAD patients, the end-diastolic velocity (EDV) of bilateral CCA, VA, and left ICA was significantly decreased. The Resistive Index (RI) showed a significant increase in all patients with GAD. Moreover, the Support Vector Machine (SVM) model showed the best accuracy in identifying anxiety disorder. CONCLUSION GAD is associated with hemodynamic alterations of extracranial cervical arteries. With a larger sample size and more generalized data, it is possible to make a robust machine learning-based model for GAD diagnosis.
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Affiliation(s)
- Ali Amini Harandi
- Brain Mapping Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Negin Kimia
- Brain Mapping Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Aida Medghalchi
- Brain Mapping Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ehsan Sharifipour
- Brain Mapping Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hossein Pakdaman
- Brain Mapping Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fatemeh Siavoshi
- Brain Mapping Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | | | - Akram Esfandani
- Brain Mapping Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Siragusa MA, Réméniéras JP, Bouakaz A, Escoffre JM, Patat F, Dujardin PA, Brizard B, Belzung C, Camus V, El-Hage W, Desmidt T. A systematic review of ultrasound imaging and therapy in mental disorders. Prog Neuropsychopharmacol Biol Psychiatry 2020; 101:109919. [PMID: 32169563 DOI: 10.1016/j.pnpbp.2020.109919] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 03/06/2020] [Accepted: 03/09/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Increasing evidence suggests that ultrasound (US) imaging may provide biomarkers and therapeutic options in mental disorders. We systematically reviewed the literature to provide a global overview of the possibilities of US for psychiatry. METHODS Original English language articles published between January 2000 and September 2019 were identified through databases searching and analyzed to summarize existing evidence according to PRISMA methodology. RESULTS A total of 81 articles were included. Various US techniques and markers have been used in mental disorders, including Transcranial Doppler and Intima-Media Thickness. Most of the studies have focused on characterizing the pathophysiology of mental disorders, especially vascular physiology. Studies on therapeutic applications are still scarce. DISCUSSION US imaging has proved to be useful in characterizing vascular impairment and structural and functional brain changes in mental disorders. Preliminary findings also suggest potential interests for therapeutic applications. Growing evidence suggests that US imaging could provide a non-invasive, portable and low-cost tool for pathophysiological characterization, prognostic assessment and therapeutic applications in mental disorders.
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Affiliation(s)
| | | | - Ayache Bouakaz
- UMR 1253, iBrain, Université de Tours, Inserm, Tours, France
| | | | - Frédéric Patat
- UMR 1253, iBrain, Université de Tours, Inserm, Tours, France; CHU de Tours, Tours, France; CIC 1415, CHU Tours, Inserm, Tours Cedex, France
| | | | - Bruno Brizard
- UMR 1253, iBrain, Université de Tours, Inserm, Tours, France
| | | | - Vincent Camus
- UMR 1253, iBrain, Université de Tours, Inserm, Tours, France; CHU de Tours, Tours, France
| | - Wissam El-Hage
- UMR 1253, iBrain, Université de Tours, Inserm, Tours, France; CHU de Tours, Tours, France; CIC 1415, CHU Tours, Inserm, Tours Cedex, France
| | - Thomas Desmidt
- UMR 1253, iBrain, Université de Tours, Inserm, Tours, France; CHU de Tours, Tours, France.
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Cosci F, Mansueto G. Biological and Clinical Markers to Differentiate the Type of Anxiety Disorders. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1191:197-218. [PMID: 32002931 DOI: 10.1007/978-981-32-9705-0_13] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The present chapter is an overview of possible biomarkers which distinguish anxiety disorders as classified by the DSM-5. Structural or activity changes in the brain regions; changes in N-acetylaspartate/creatine, dopamine, serotonin, and oxytocin; hearth rate variability; hypothalamic-pituitary-adrenal axis activity; error-related negativity; respiratory regulation; and genetic variants are proposed. However, their clinical utility is questionable due to low specificity and sensitivity: the majority does not distinguish subjects with different anxiety disorders, and they might be influenced by stress, comorbidity, physical activity, and psychotropic medications. In this framework, the staging model, a clinimetric tool which allows to define the degree of progression of a disease at a point in time and where the patient is located on the continuum of the course of the disease, is proposed since several DSM anxiety disorders take place at different stages of the same syndrome according to the staging model. Thus, a stage-specific biomarker model for anxiety disorders is hypothesized and illustrated.
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Affiliation(s)
- Fiammetta Cosci
- Department of Health Sciences, University of Florence, Florence, Italy. .,Maastricht University Medical Center, Department of Psychiatry & Psychology, School for Mental Health & Neuroscience, Maastricht, The Netherlands.
| | - Giovanni Mansueto
- Department of Health Sciences, University of Florence, Florence, Italy.,Maastricht University Medical Center, Department of Psychiatry & Psychology, School for Mental Health & Neuroscience, Maastricht, The Netherlands
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Cosci F, Mansueto G. Biological and Clinical Markers in Panic Disorder. Psychiatry Investig 2019; 16:27-36. [PMID: 30184613 PMCID: PMC6354043 DOI: 10.30773/pi.2018.07.26] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 07/26/2018] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVE Classifying mental disorders on the basis of objective makers might clarify their aetiology, help in making the diagnosis, identify "at risk" individuals, determine the severity of mental illness, and predict the course of the disorder. This study aims to review biological and clinical markers of panic disorder (PD). METHODS A computerized search was carried out in PubMed and Science Direct using the key words: "marker/biomarker/clinical marker/neurobiology/staging" combined using Boolean AND operator with "panic." In addition, the reference lists from existing reviews and from the articles retrieved were inspected. Only English language papers published in peer-reviewed journals were included. RESULTS Structural changes in the amygdala, hippocampus, cerebral blood level in the left occipital cortex, serotonin 5-TH and noradrenergic systems activation, aberrant respiratory regulation, hearth rate variability, blood cells and peripheral blood stem cells, hypothalamic-pituitary-adrenal axis dysregulation were identified as potential candidate biomarkers of PD. Staging was identified as clinical marker of PD. According to the staging model, PD is described as follows: prodromal phase (stage 1); acute phase (stage 2); panic attacks (stage 3); chronic phase (stage 4). CONCLUSION The clinical utility, sensitivity, specificity, and the predictive value of biomarkers for PD is still questionable. The staging model of PD might be a valid susceptibility, diagnostic, prognostic, and predictive marker of PD. A possible longitudinal model of biological and clinical markers of PD is proposed.
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Affiliation(s)
- Fiammetta Cosci
- Department of Health Sciences, University of Florence, Florence, Italy.,Maastricht University Medical Center, Department of Psychiatry & Psychology, School for Mental Health & Neuroscience, Maastricht, the Netherlands
| | - Giovanni Mansueto
- Department of Health Sciences, University of Florence, Florence, Italy.,Maastricht University Medical Center, Department of Psychiatry & Psychology, School for Mental Health & Neuroscience, Maastricht, the Netherlands
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Cerebral Blood Flow Volume Using Color Duplex Sonography in Patients With Fibromyalgia Syndrome. Arch Rheumatol 2017; 33:66-72. [PMID: 29900985 DOI: 10.5606/archrheumatol.2018.6466] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 04/26/2017] [Indexed: 11/21/2022] Open
Abstract
Objectives This study aims to evaluate cerebral blood flow using color duplex Doppler ultrasonography in patients with fibromyalgia syndrome (FMS). Patients and methods The study included 30 female patients with FMS (mean age 42.3 years; range 22 to 59 years) and 30 female healthy controls (mean age 39.6 years; range 22 to 56 years). Color duplex Doppler ultrasonography imaging was performed with an EPIQ 5 unit equipped with a multi-frequency linear probe (3-12 MHz) in the supine position. Severity of pain, fatigue, and the patient's and physician's global assessments of disease were evaluated on a visual analog scale. The Symptom Severity Scale, Hamilton Anxiety Rating Scale, Hamilton Depression Evaluation Scale, and Fibromyalgia Impact Questionnaire were also implemented to assess disease severity. Results Cerebral blood flow volume and bilateral internal carotid artery (ICA) and vertebral artery (VA) volumes were not significantly higher in FMS patients compared to controls. Bilateral ICA and VA diameters were similar between FMS patients and controls. Bilateral mean peak systolic velocities and end diastolic velocities in the common carotid arteries, ICAs and VAs were similar in both groups. A significant correlation between symptom severity parameter and the cerebral blood flow volume was noted in FMS patients. Conclusion Cerebral blood flow volume, ICA flow, and VA flow do not appear to increase, and are correlated with only Symptom Severity Scale among other clinical parameters reflecting disease severity in patients with FMS.
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Anxiety, pCO2 and cerebral blood flow. Int J Psychophysiol 2013; 89:72-7. [PMID: 23727628 DOI: 10.1016/j.ijpsycho.2013.05.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2012] [Revised: 05/16/2013] [Accepted: 05/19/2013] [Indexed: 10/26/2022]
Abstract
This study examined the effect of anxiety on cerebral blood flow at different levels of pCO2 in healthy participants (N=29). Three types of breathing were used to manipulate pCO2 in a within-subject threat-of-shock paradigm: spontaneous breathing, CO2-inhalation and hyperventilation resulting in normo-, hyper- and hypocapnia. Transcranial Doppler ultrasonography was used to measure CBF velocity (CBFv) in the right middle cerebral artery, while breathing behavior and end-tidal pCO2 were monitored. During normocapnia, elevated anxiety was clearly associated with increased CBFv. Consistent with the cerebral vasoconstrictive and vasodilating effects of, respectively, hypo- and hypercapnia, we observed a positive linear association between CBFv and pCO2. The slope of this association became steeper with increasing anxiety, indicating that anxiety enhances the sensitivity of CBFv to changes in pCO2. The findings may elucidate conflicting findings in the literature and are relevant for brain imaging relying on regional cerebral blood flow.
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Wang YJ, Chung CP, Sheng WY, Chao AC, Hong CJ, Hu HH. Cerebral autoregulation in panic disorder. J Psychiatr Res 2010; 44:1246-8. [PMID: 20627319 DOI: 10.1016/j.jpsychires.2010.04.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2009] [Revised: 04/01/2010] [Accepted: 04/06/2010] [Indexed: 11/25/2022]
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Parenting-related childhood learning history and panic vulnerability: A test using a laboratory-based biological challenge procedure. Behav Res Ther 2008; 46:1009-16. [DOI: 10.1016/j.brat.2008.06.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2008] [Revised: 06/06/2008] [Accepted: 06/17/2008] [Indexed: 11/20/2022]
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Alkin T, Tural U, Onur E, Oztürk V, Monkul ES, Kutluk K. Basilar artery blood flow velocity changes in patients with panic disorder following 35% carbon dioxide challenge. Prog Neuropsychopharmacol Biol Psychiatry 2007; 31:115-22. [PMID: 16989929 DOI: 10.1016/j.pnpbp.2006.08.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2006] [Revised: 06/15/2006] [Accepted: 08/08/2006] [Indexed: 11/16/2022]
Abstract
PURPOSE We compared the mean basilar artery blood flow velocity (BABFV) between patients with panic disorder and healthy subjects both at rest and immediately following carbon dioxide (CO(2)) challenge, and examined the effects of treatment on BABFV. METHODS Twenty four patients with panic disorder with or without agoraphobia and 12 healthy comparison subjects were studied. Visual Analog Anxiety Scale was used to evaluate the anxiogenic effect of 35% CO(2) inhalation. Mean BABFV was monitored using transcranial Doppler ultrasonography at rest and 10, 20, 30, 60, 90, 120 s after 35% CO(2) challenge both before and after four weeks treatment with paroxetine. RESULTS The hemodynamic response pattern of basilar artery to CO(2) inhalation was significantly different between two groups. CO(2) rapidly triggered blood flow velocity in basilar artery amongst panic patients but not in healthy comparisons. The mean time to normalization of BABFV was significantly longer in panic patients. Four weeks of treatment with paroxetine led to a significantly reduced mean BABFV after 35% CO(2) inhalation in comparison with pretreatment. CONCLUSIONS Patients with panic disorder had impaired cerebral regulatory mechanisms observed as a change in response characteristics in BABFV in response to CO(2) inhalation. Treatment with paroxetine reduced the increase of BABFV seen in patients after the CO(2) challenge.
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Affiliation(s)
- Tunç Alkin
- Department of Psychiatry, Medical Faculty of Dokuz Eylül University, Izmir, Turkey.
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