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Xu H, Xu C, Guo Y, Hu Y, Fang Q, Yang D, Bai G. Abnormal longitudinal changes of structural covariance networks of cortical thickness in mild traumatic brain injury with posttraumatic headache. Prog Neuropsychopharmacol Biol Psychiatry 2024; 133:111012. [PMID: 38641235 DOI: 10.1016/j.pnpbp.2024.111012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 04/09/2024] [Accepted: 04/15/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND It is widely acknowledged that mild traumatic brain injury (MTBI) leads to either functionally or anatomically abnormal brain regions. Structural covariance networks (SCNs) that depict coordinated regional maturation patterns are commonly employed for investigating brain structural abnormalities. However, the dynamic nature of SCNs in individuals with MTBI who suffer from posttraumatic headache (PTH) and their potential as biomarkers have hitherto not been investigated. METHODS This study included 36 MTBI patients with PTH and 34 well-matched healthy controls (HCs). All participants underwent magnetic resonance imaging scans and were assessed with clinical measures during the acute and subacute phases. Structural covariance matrices of cortical thickness were generated for each group, and global as well as nodal network measures of SCNs were computed. RESULTS MTBI patients with PTH demonstrated reduced headache impact and improved cognitive function from the acute to subacute phase. In terms of global network metrics, MTBI patients exhibited an abnormal normalized clustering coefficient compared to HCs during the acute phase, although no significant difference in the normalized clustering coefficient was observed between the groups during the subacute phase. Regarding nodal network metrics, MTBI patients displayed alterations in various brain regions from the acute to subacute phase, primarily concentrated in the prefrontal cortex (PFC). CONCLUSIONS These findings indicate that the cortical thickness topography in the PFC determines the typical structural-covariance topology of the brain and may serve as an important biomarker for MTBI patients with PTH.
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Affiliation(s)
- Hui Xu
- School of Mental Health, Wenzhou Medical University, Wenzhou 325035, China; The Affiliated Kangning Hospital of Wenzhou Medical University, Zhejiang Provincial Clinical Research Center for Mental Disorder, Wenzhou 325007, China.
| | - Cheng Xu
- School of Psychology and Cognitive Science, East China Normal University, Shanghai 200062, China
| | - Yunyu Guo
- Department of Radiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, Zhejiang, China
| | - Yike Hu
- Department of Radiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, Zhejiang, China
| | - Qiaofang Fang
- Department of Radiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, Zhejiang, China
| | - Dandan Yang
- Department of Radiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, Zhejiang, China
| | - Guanghui Bai
- Department of Radiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou 325027, Zhejiang, China.
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Xu H, Xu C, Gu P, Hu Y, Guo Y, Bai G. Neuroanatomical restoration of salience network links reduced headache impact to cognitive function improvement in mild traumatic brain injury with posttraumatic headache. J Headache Pain 2023; 24:43. [PMID: 37081382 PMCID: PMC10120179 DOI: 10.1186/s10194-023-01579-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 04/14/2023] [Indexed: 04/22/2023] Open
Abstract
BACKGROUND Neuroanatomical alterations have been associated with cognitive deficits in mild traumatic brain injury (MTBI). However, most studies have focused on the abnormal gray matter volume in widespread brain regions using a cross-sectional design in MTBI. This study investigated the neuroanatomical restoration of key regions in salience network and the outcomes in MTBI. METHODS Thirty-six MTBI patients with posttraumatic headache (PTH) and 34 matched healthy controls were enrolled in this study. All participants underwent magnetic resonance imaging scans and were assessed with clinical measures during the acute and subacute phases. Surface-based morphometry was conducted to get cortical thickness (CT) and cortical surface area (CSA) of neuroanatomical regions which were defined by the Desikan atlas. Then mixed analysis of variance models were performed to examine CT and CSA restoration in patients from acute to subacute phase related to controls. Finally, mediation effects models were built to explore the relationships between neuroanatomical restoration and symptomatic improvement in patients. RESULTS MTBI patients with PTH showed reduced headache impact and improved cognitive function from the acute to subacute phase. Moreover, patients experienced restoration of CT of the left caudal anterior cingulate cortex (ACC) and left insula and cortical surface area of the right superior frontal gyrus from acute to subacute phase. Further mediation analysis found that CT restoration of the ACC and insula mediated the relationship between reduced headache impact and improved cognitive function in patients. CONCLUSIONS These results showed that neuroanatomical restoration of key regions in salience network correlated reduced headache impact with cognitive function improvement in MTBI with PTH, which further substantiated the vital role of salience network and provided an alternative clinical target for cognitive improvement in MTBI patients with PTH.
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Affiliation(s)
- Hui Xu
- Department of Radiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China.
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton/McMaster University, 100 West 5Th Street, Hamilton, ON, L8P 3R2, Canada.
| | - Cheng Xu
- Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton/McMaster University, 100 West 5Th Street, Hamilton, ON, L8P 3R2, Canada
- School of Psychology and Cognitive Science, East China Normal University, Shanghai, 200062, China
| | - Pengpeng Gu
- Department of Physical Medicine and Rehabilitation, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China
| | - Yike Hu
- Department of Radiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China
| | - Yunyu Guo
- Department of Radiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China
| | - Guanghui Bai
- Department of Radiology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China.
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Müller B, Gaul C, Reis O, Jürgens TP, Kropp P, Ruscheweyh R, Straube A, Brähler E, Förderreuther S, Schroth J, Dresler T. Headache impact and socioeconomic status: findings from a study of the German Migraine and Headache Society (DMKG). J Headache Pain 2023; 24:37. [PMID: 37016306 PMCID: PMC10071716 DOI: 10.1186/s10194-023-01564-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 03/09/2023] [Indexed: 04/06/2023] Open
Abstract
BACKGOUND Headache disorders are not only among the most prevalent, they are also among the most disabling disorders worldwide. This paper investigates the association between headache impact on daily life and the socioeconomic status (SES) of headache sufferers. METHODS Data stem from a random general population sample in Germany. Respondents who reported having headache for at least a year and were aged ≥ 18 years were included in the study. A standardized questionnaire addressing headache and headache treatment was filled in during the face-to-face survey. The impact of headache on daily life was measured using the German version of the Headache Impact Test (HIT-6). RESULTS Higher headache impact was found in low and medium SES compared to high SES. After adjustment for sociodemographics, headache-related factors (analgesic use, headache duration, headache frequency, migraine diagnosis), depressive symptoms, physical inactivity and obesity, an increased odds ratio of having higher headache impact in low SES compared to high SES was found: OR = 1.83, 95% CI [1.43, 2.23], p = .014. When the interactions "SES*obesity", "SES*depressive symptoms", and "SES*physical inactivity" were added, the results showed a significant interaction effect of "SES*obesity". Obese persons with low SES were 3.64 times more likely to have higher headache impact than non-obese persons with low SES. No significant differences between obese and non-obese persons were found in the medium and high SES groups. CONCLUSIONS SES is an important factor that should not be neglected in headache awareness campaigns and headache treatment. Longitudinal studies are needed in the future to investigate whether lifestyle interventions, such as weight reduction, can help to reduce headache impact in people in lower SES.
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Affiliation(s)
- Britta Müller
- Institute of Medical Psychology and Medical Sociology, University Medical Center Rostock, Gehlsheimer Str. 20, 18147, Rostock, Germany.
| | - Charly Gaul
- Headache Center Frankfurt, Frankfurt, Germany
| | - Olaf Reis
- Department of Child and Adolescent Psychiatry and Neurology, University Medical Center Rostock, Rostock, Germany
| | - Tim P Jürgens
- Department of Neurology, University Medical Center Rostock, Rostock, Germany
| | - Peter Kropp
- Institute of Medical Psychology and Medical Sociology, University Medical Center Rostock, Gehlsheimer Str. 20, 18147, Rostock, Germany
| | - Ruth Ruscheweyh
- Department of Neurology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Andreas Straube
- Department of Neurology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Elmar Brähler
- Integrated Research and Treatment Center (IFB) Adiposity Diseases - Behavioral Medicine, Psychosomatic Medicine and Psychotherapy, University of Leipzig Medical Center, Leipzig, Germany
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center of the Johannes Gutenberg-University, Mainz, Germany
| | - Stefanie Förderreuther
- Department of Neurology, University Hospital, Ludwig Maximilian University of Munich, Munich, Germany
| | - Jennifer Schroth
- Clinic for Child and Adolescent Psychiatry, Psychotherapy and Psychosomatic Medicine, Brandenburg Medical School, University Hospital Ruppin-Brandenburg, Neuruppin, Germany
| | - Thomas Dresler
- Department of Psychiatry & Psychotherapy, Tübingen Center for Mental Health, University Hospital Tübingen, Tübingen, Germany
- LEAD Graduate School & Research Network, University of Tübingen, Tübingen, Germany
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Shim EJ, Park A, Park SP. The relationship between alexithymia and headache impact: the role of somatization and pain catastrophizing. Qual Life Res 2018; 27:2283-2294. [PMID: 29869297 DOI: 10.1007/s11136-018-1894-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/31/2018] [Indexed: 12/18/2022]
Abstract
PURPOSE The present study compared psychological factors (i.e., alexithymia, somatization, pain catastrophizing (PC), anxiety, and depression) and QOL for headache patients and headache-free individuals, and examined whether somatization and PC mediate the relationship between alexithymia and headache impact in headache patients. METHODS Study participants consisted of 123 headache patients from an outpatient clinic at a university hospital and 124 headache-free individuals in Daegu, Korea. The survey employed the somatization and anxiety subscales of the Symptom Checklist-90-revised, the Patient Health Questionnaire-9, Pain Catastrophizing Scale, Toronto Alexithymia Scale, Short-Form Health survey-8 (SF-8), and the Headache Impact Test-6. RESULTS Headache patients showed a higher level of all psychological factors and lower level of two summary scores (physical and mental health) as well as the seven dimensions of the SF-8 compared with headache-free individuals. Examination employing the SPSS Process macro found that the direct effect of alexithymia on headache impact was not significant after controlling for somatization and PC. The total indirect effects of alexithymia on headache impact were significant without anxiety and depression as covariates with the significant indirect effects of alexithymia on headache impact via somatization or via PC as well as via somatization and PC. However, after controlling for anxiety and depression, PC was the only significant pathway through which alexithymia was related to headache impact. CONCLUSIONS Headache patients may benefit from interventions aiming at improving psychological factors in order to improve the functioning and QOL of headache patients.
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Affiliation(s)
- Eun-Jung Shim
- Department of Psychology, Pusan National University, Busan, Republic of Korea
| | - Aram Park
- Department of Psychology, Catholic University of Daegu, Daegu, Republic of Korea
| | - Sung-Pa Park
- Department of Neurology, School of Medicine, Kyungpook National University, 680 Gukchaebosang-ro, Jung-gu, Daegu, 41944, Republic of Korea.
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Tomé-Pires C, Solé E, Racine M, Galán S, Castarlenas E, Jensen MP, Miró J. The relative importance of anxiety and depression in pain impact in individuals with migraine headaches. Scand J Pain 2016; 13:109-113. [PMID: 28850506 DOI: 10.1016/j.sjpain.2016.08.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Revised: 08/01/2016] [Accepted: 08/03/2016] [Indexed: 01/07/2023]
Abstract
BACKGROUND Psychological factors are thought to impact headache as triggering, maintaining, and exacerbating factors. A better understanding of the role that modifiable factors, such as anxiety or depression, play in the impact of migraine could help identify potential treatment targets in this population. OBJECTIVES The objective of this study was to evaluate the relative importance of anxiety and depression as predictors of the impact of migraine on function. Thus, we aim to understand the relative importance that anxiety and depression have on the impact of migraines by assessing both and some life domains. METHODS Cross-sectional study involving forty-three individuals, mostly females (93%), with migraine headaches aged between 20 and 60 years old. Participants answered questions about headache pain intensity at the time of data collection and the usual in the past 30 days (0-10 Numerical Rating Scales) as well as other pain characteristics (i.e., duration, frequency, and duration), headache impact (vitality and social, role, and cognitive functioning), anxiety and depression by using the Hospital Anxiety and Depression Scale. RESULTS Anxiety (r=0.56, p<.001), but not depression (r=0.09, p=.59), was significantly associated with headache impact. Thus showing the relative importance that anxiety has on headache impact. CONCLUSIONS The findings support a larger role for anxiety than depression in the impact of migraine headaches on patient function. There are a number of mechanisms by which anxiety could potentially influence the impact of headache on patient function, and this study highlights that anxiety could potentially be a trigger of headache activity. IMPLICATIONS The findings thus suggest the possibility that treatments that focus on anxiety might be potentially more important for individuals with migraine than treatments that focus on depression, at least with respect to having a beneficial impact on the interference of headache with activity. Research is needed to evaluate the beneficial impact of anxiety treatment in individuals with migraine headaches. Clinicians should evaluate and consider treating, as appropriate and necessary, anxiety in patients with migraine.
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Affiliation(s)
- Catarina Tomé-Pires
- Chair in Pediatric Pain URV-FundaciónGrünenthal and Unit for the Study and Treatment of Pain - ALGOS, Catalonia, Spain.,Research Center for Behavior Assessment (CRAMC), Department of Psychology, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili; Universitat Rovira i Virgili, Catalonia, Spain
| | - Ester Solé
- Chair in Pediatric Pain URV-FundaciónGrünenthal and Unit for the Study and Treatment of Pain - ALGOS, Catalonia, Spain.,Research Center for Behavior Assessment (CRAMC), Department of Psychology, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili; Universitat Rovira i Virgili, Catalonia, Spain
| | - Mélanie Racine
- Lawson Health Research Institute, Ontario, Canada.,Beryl & Richard Ivey Rheumatology Day Programs, St. Joseph's Health Care, Ontario, Canada.,Clinical and Neurological Sciences Department, Schulich School of Medicine & Dentistry, University of Western Ontario, London, ON, Canada
| | - Santiago Galán
- Chair in Pediatric Pain URV-FundaciónGrünenthal and Unit for the Study and Treatment of Pain - ALGOS, Catalonia, Spain.,Research Center for Behavior Assessment (CRAMC), Department of Psychology, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili; Universitat Rovira i Virgili, Catalonia, Spain
| | - Elena Castarlenas
- Chair in Pediatric Pain URV-FundaciónGrünenthal and Unit for the Study and Treatment of Pain - ALGOS, Catalonia, Spain.,Research Center for Behavior Assessment (CRAMC), Department of Psychology, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili; Universitat Rovira i Virgili, Catalonia, Spain
| | - Mark P Jensen
- Department of Rehabilitation Medicine, University of Washington, Seattle, WA, USA
| | - Jordi Miró
- Chair in Pediatric Pain URV-FundaciónGrünenthal and Unit for the Study and Treatment of Pain - ALGOS, Catalonia, Spain.,Research Center for Behavior Assessment (CRAMC), Department of Psychology, Catalonia, Spain.,Institut d'Investigació Sanitària Pere Virgili; Universitat Rovira i Virgili, Catalonia, Spain
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Sahai-Srivastava S, Wang SL, Ugurlu C, Amezcua L. Headaches in multiple sclerosis: Cross-sectional study of a multiethnic population. Clin Neurol Neurosurg 2016; 143:71-5. [PMID: 26896785 DOI: 10.1016/j.clineuro.2016.01.017] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2015] [Revised: 10/26/2015] [Accepted: 01/09/2016] [Indexed: 10/22/2022]
Abstract
OBJECTIVES Headaches in MS are common, but there is little data on the influence of race, comorbidities, MS disability and socioeconomic issues on headaches, especially migraine. We aimed at looking at prevalence and type of headache across a multiethnic MS population, and relationship between MS related clinical factors and migraine. PATIENTS AND METHODS This is a cross-sectional study of 233 MS patients at two clinical sites, one at a county hospital, and the other a private academic center clinic. We collected demographic data, MS characteristics, and headache histories using validated survey instruments including Headache Impact Test (HIT-6) and Patient Health Questionnaire-9 (PHQ-9). The relationship between MS and migraine was examined using logistic regression. RESULTS Majority of our patients were female (N=156, 67%), average age 44 years, with relapsing remitting MS (N=214, 92%). Our cohort was multi-ethnic predominantly Whites (N=106, 46%) and Hispanics (N=87, 37%). Public sector patients were significantly disadvantaged in socioeconomic measures (p<0.0001) and younger (40 vs 47 yrs, p<0.0001), compared to the private sector patients who had a higher MS burden. Headaches were common, regardless of sector (N=115, 49.4%), the most common type being migraine (N=83, 36%). Chronic migraine was more common among Hispanics (82%) than Whites (18.2%) (p=0.012). Headache impact on daily life, measured by HIT-6 score (p=0.006) and PHQ-9 score (p=0.004) were significantly higher in the public sector. After controlling for income and education, female gender (OR 2.59, 95% CIs 1.312-5.127) and ambulatory disability were found to be more likely to suffer from migraines. CONCLUSION Headache, especially migraine is common among MS patients regardless of socio-economic status and treatment setting. Female MS patients with walking disability and longer disease duration tend to get migraines. Hispanic MS patients have a higher likelihood of suffering from chronic migraines. Thorough headache evaluation and headache treatment are essential to comprehensive MS care.
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Affiliation(s)
| | - Shirley L Wang
- Department of Neurology, USC Keck School of Medicine, Los Angeles, USA
| | - Ceren Ugurlu
- Department of Neurology, USC Keck School of Medicine, Los Angeles, USA
| | - Lilyana Amezcua
- Department of Neurology, USC Keck School of Medicine, Los Angeles, USA
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