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Anjum SH, Bennett JE, Dean O, Marr KA, Hammoud DA, Williamson PR. Neuroimaging of Cryptococcal Meningitis in Patients without Human Immunodeficiency Virus: Data from a Multi-Center Cohort Study. J Fungi (Basel) 2023; 9:jof9050594. [PMID: 37233305 DOI: 10.3390/jof9050594] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/04/2023] [Accepted: 05/13/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND A clearer understanding is needed about the use of brain MRI in non-HIV patients with cryptococcal meningitis. METHODS Cerebral CT and MRI were studied in 62 patients in a multicenter study of cryptococcal meningitis in non-HIV patients. CT was performed in 51 and MRI in 44. MRI results are reported for the images read at NIH for 29 of the 44 patients. CT reports obtained from the original REDCap database were added to calculate the incidence of normal findings. RESULTS CTs were read as normal in 24 of 51 (47%), MRIs were normal in 10% (three of 29). The most characteristic lesions of cryptococcal meningitis on MRI were small basal ganglia lesions representing dilated perivascular spaces in 24% and basal ganglia lesions with restricted diffusion (infarcts) in 38%. In the 18 patients who received contrast, contrast-enhancing lesions, likely representing masses of cryptococci and inflammatory cells, were found in the basal ganglia in 22% and elsewhere in the brain in 22%. Meningeal enhancement was seen in 56%, ependymal enhancement in 24%, and choroid plexus enhancement in 11%. Hydrocephalus was found in five (18%), though increased intacranial pressure was not detected. Suboptimal imaging (n = 6), lack of contrast administration (n = 11) and lack of follow-up, however, markedly limited the accurate assessment of abnormalities in multiple cases. CONCLUSION MRI characteristics of non-HIV cryptococcal meningitis include hydrocephalus, meningeal and ependymal enhancement and basal ganglia lesions. Optimal imaging is, however, necessary to maximize the diagnostic and prognostic usefulness of MRI.
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Affiliation(s)
- Seher H Anjum
- Laboratory of Clinical Immunology and Microbiology (LCIM), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - John E Bennett
- Laboratory of Clinical Immunology and Microbiology (LCIM), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD 20892, USA
| | - Owen Dean
- Department of Dermatology, School of Medicine and Dentistry, University of Minnesota, Minneapolis, MN 55455, USA
| | - Kieren A Marr
- Department of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Dima A Hammoud
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD 20892, USA
| | - Peter R Williamson
- Laboratory of Clinical Immunology and Microbiology (LCIM), National Institute of Allergy and Infectious Diseases (NIAID), National Institutes of Health (NIH), Bethesda, MD 20892, USA
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2
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Nightingale R, Carlin F, Meghji J, McMullen K, Evans D, van der Zalm MM, Anthony MG, Bittencourt M, Byrne A, du Preez K, Coetzee M, Feris C, Goussard P, Hirasen K, Bouwer J, Hoddinott G, Huaman MA, Inglis-Jassiem G, Ivanova O, Karmadwala F, Schaaf HS, Schoeman I, Seddon JA, Sineke T, Solomons R, Thiart M, van Toorn R, Fujiwara PI, Romanowski K, Marais S, Hesseling AC, Johnston J, Allwood B, Muhwa JC, Mortimer K. Post-TB health and wellbeing. Int J Tuberc Lung Dis 2023; 27:248-283. [PMID: 37035971 PMCID: PMC10094053 DOI: 10.5588/ijtld.22.0514] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 11/02/2022] [Indexed: 04/11/2023] Open
Abstract
TB affects around 10.6 million people each year and there are now around 155 million TB survivors. TB and its treatments can lead to permanently impaired health and wellbeing. In 2019, representatives of TB affected communities attending the '1st International Post-Tuberculosis Symposium´ called for the development of clinical guidance on these issues. This clinical statement on post-TB health and wellbeing responds to this call and builds on the work of the symposium, which brought together TB survivors, healthcare professionals and researchers. Our document offers expert opinion and, where possible, evidence-based guidance to aid clinicians in the diagnosis and management of post-TB conditions and research in this field. It covers all aspects of post-TB, including economic, social and psychological wellbeing, post TB lung disease (PTLD), cardiovascular and pericardial disease, neurological disability, effects in adolescents and children, and future research needs.
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Affiliation(s)
- R Nightingale
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK, Department of Respiratory Medicine, Liverpool University Hospitals NHS foundation Trust, Liverpool, UK
| | - F Carlin
- Department of Infectious Diseases, Liverpool University Hospitals NHS foundation Trust, Liverpool, UK
| | - J Meghji
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK, Department of Respiratory Medicine, Cambridge University Hospital NHS Foundation Trust, Cambridge, UK
| | - K McMullen
- Division of Neurology, Department of Medicine, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - D Evans
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - M M van der Zalm
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - M G Anthony
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - M Bittencourt
- University Hospital, University of Sao Paulo School of Medicine, Sao Paulo, SP, Brazil
| | - A Byrne
- Department of Thoracic Medicine, St Vincent´s Hospital Clinical School University of New South Wales, Sydney, NSW, Australia
| | - K du Preez
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - M Coetzee
- Division of Physiotherapy, Department of Health and Rehabilitation Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - C Feris
- Occupational Therapy Department, Windhoek Central Hospital, Ministry of Health and Social Services, Windhoek, Namibia, Division of Occupational Therapy, Department of Health and Rehabilitation Sciences, Stellenbosch University, Tygerberg, South Africa
| | - P Goussard
- Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - K Hirasen
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa, Paediatric Pulmonology, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - J Bouwer
- Department of Psychiatry, University of the Witwatersrand, Johannesburg, South Africa
| | - G Hoddinott
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - M A Huaman
- University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - G Inglis-Jassiem
- Division of Physiotherapy, Department of Health and Rehabilitation Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - O Ivanova
- Division of Infectious Diseases and Tropical Medicine, Medical Centre of the University of Munich, German Centre for Infection Research, Partner Site Munich, Munich, Germany
| | - F Karmadwala
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - H S Schaaf
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | | | - J A Seddon
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa, Department of Infectious Diseases, Imperial College London, London, UK
| | - T Sineke
- Health Economics and Epidemiology Research Office, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - R Solomons
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Tygerberg, South Africa
| | - M Thiart
- Division of Orthopaedic Surgery, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - R van Toorn
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Tygerberg, South Africa
| | - P I Fujiwara
- Task Force, Global Plan to End TB, 2023-2030, Stop TB Partnership, Geneva, Switzerland
| | - K Romanowski
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada, Provincial TB Services, BC Centre for Disease Control, Vancouver, BC, Canada
| | - S Marais
- Division of Neurology, Department of Medicine, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa, Neurology Research Group, Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - A C Hesseling
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg, South Africa
| | - J Johnston
- Department of Medicine, University of British Columbia, Vancouver, BC, Canada, Provincial TB Services, BC Centre for Disease Control, Vancouver, BC, Canada
| | - B Allwood
- Division of Pulmonology, Department of Medicine, Faculty of Medicine, Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - J C Muhwa
- Department of Medicine, Therapeutics, Dermatology and Psychiatry, Kenyatta University, Nairobi, Kenya
| | - K Mortimer
- Department of Respiratory Medicine, Liverpool University Hospitals NHS foundation Trust, Liverpool, UK, Department of Medicine, University of Cambridge, Cambridge, UK, Department of Paediatrics and Child Health, College of Health Sciences, School of Clinical Medicine, University of KwaZulu-Natal, Durban, South Africa
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3
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Palackdkharry CS, Wottrich S, Dienes E, Bydon M, Steinmetz MP, Traynelis VC. The leptomeninges as a critical organ for normal CNS development and function: First patient and public involved systematic review of arachnoiditis (chronic meningitis). PLoS One 2022; 17:e0274634. [PMID: 36178925 PMCID: PMC9524710 DOI: 10.1371/journal.pone.0274634] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 08/31/2022] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND & IMPORTANCE This patient and public-involved systematic review originally focused on arachnoiditis, a supposedly rare "iatrogenic chronic meningitis" causing permanent neurologic damage and intractable pain. We sought to prove disease existence, causation, symptoms, and inform future directions. After 63 terms for the same pathology were found, the study was renamed Diseases of the Leptomeninges (DLMs). We present results that nullify traditional clinical thinking about DLMs, answer study questions, and create a unified path forward. METHODS The prospective PRISMA protocol is published at Arcsology.org. We used four platforms, 10 sources, extraction software, and critical review with ≥2 researchers at each phase. All human sources to 12/6/2020 were eligible for qualitative synthesis utilizing R. Weekly updates since cutoff strengthen conclusions. RESULTS Included were 887/14286 sources containing 12721 DLMs patients. Pathology involves the subarachnoid space (SAS) and pia. DLMs occurred in all countries as a contributor to the top 10 causes of disability-adjusted life years lost, with communicable diseases (CDs) predominating. In the USA, the ratio of CDs to iatrogenic causes is 2.4:1, contradicting arachnoiditis literature. Spinal fusion surgery comprised 54.7% of the iatrogenic category, with rhBMP-2 resulting in 2.4x more DLMs than no use (p<0.0001). Spinal injections and neuraxial anesthesia procedures cause 1.1%, and 0.2% permanent DLMs, respectively. Syringomyelia, hydrocephalus, and arachnoid cysts are complications caused by blocked CSF flow. CNS neuron death occurs due to insufficient arterial supply from compromised vasculature and nerves traversing the SAS. Contrast MRI is currently the diagnostic test of choice. Lack of radiologist recognition is problematic. DISCUSSION & CONCLUSION DLMs are common. The LM clinically functions as an organ with critical CNS-sustaining roles involving the SAS-pia structure, enclosed cells, lymphatics, and biologic pathways. Cases involve all specialties. Causes are numerous, symptoms predictable, and outcomes dependent on time to treatment and extent of residual SAS damage. An international disease classification and possible treatment trials are proposed.
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Affiliation(s)
| | - Stephanie Wottrich
- Case Western Reserve School of Medicine, Cleveland, Ohio, United States of America
| | - Erin Dienes
- Arcsology®, Mead, Colorado, United States of America
| | - Mohamad Bydon
- Department of Neurologic Surgery, Orthopedic Surgery, and Health Services Research, Mayo Clinic School of Medicine, Rochester, Minnesota, United States of America
| | - Michael P. Steinmetz
- Department of Neurological Surgery, Cleveland Clinic Lerner College of Medicine Neurologic Institute, Cleveland, Ohio, United States of America
| | - Vincent C. Traynelis
- Department of Neurosurgery, Rush University School of Medicine, Chicago, Illinois, United States of America
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4
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Kong C, Xu D, Wang Y, Wang B, Wen J, Wang X, Zhan L, Sun Z, Jia X, Li M, Tang S, Hou D. Amplitude of low-frequency fluctuations in multiple-frequency bands in patients with intracranial tuberculosis: a prospective cross-sectional study. Quant Imaging Med Surg 2022; 12:4120-4134. [PMID: 35919063 PMCID: PMC9338357 DOI: 10.21037/qims-22-17] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 04/19/2022] [Indexed: 12/11/2022]
Abstract
Background Resting-state functional magnetic resonance imaging (rs-fMRI) is widely used to study brain functional alteration, but there have been no reports of research regarding the application of rs-fMRI in intracranial tuberculosis. The purpose of this prospective, cross-sectional study was to investigate spontaneous neural activity at different frequency bands in patients with intracranial tuberculosis using rs-fMRI with amplitude of low-frequency fluctuation (ALFF) and fractional ALFF (fALFF) methods. Methods The rs-fMRI data of 31 patients with intracranial tuberculosis and 30 gender-, age-, and education-matched healthy controls (HCs) were included. The ALFF and fALFF values in the conventional frequency band (0.01−0.08 Hz) and 2 sub-frequency bands (slow-4: 0.027–0.073 Hz; slow-5: 0.01–0.027 Hz) were calculated and compared between the groups. The resultant T-maps were corrected using the Gaussian random field (GRF) theory (voxel P<0.01, cluster P<0.05). Correlations between the ALFF and fALFF values and neurocognitive scores were assessed. Results Compared with the HCs, patients with intracranial tuberculosis showed decreased ALFF in the right paracentral lobule (T=−4.69) in the conventional frequency band, in the right supplementary motor area (T=−4.85) in the slow-4 band, and in the left supplementary motor area (T=−3.76) in the slow-5 band. Compared to the slow-5 band, the voxels with decreased ALFF were spatially more extensive in the slow-4 band. Compared with HCs, patients with intracranial tuberculosis showed decreased fALFF in the opercular parts of the right inferior frontal gyrus (T=−4.50) and the left inferior parietal lobe (T=−4.86) and increased fALFF in the left inferior cerebellum (T=5.84) in the conventional frequency band. In the slow-4 band, fALFF decreased in the opercular parts of the right inferior frontal gyrus (T=−5.29) and right precuneus (T=−4.34). In the slow-5 band, fALFF decreased in the left middle occipital gyrus (T=−4.65) and right middle frontal gyrus (T=−5.05). Conclusions Patients with intracranial tuberculosis showed abnormal intrinsic brain activity at different frequency bands, and ALFF abnormalities in different brain regions could be better detected in the slow-4 band. This preliminary study might provide new insights into understanding the pathophysiological mechanism in intracranial tuberculosis.
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Affiliation(s)
- Chengcheng Kong
- Translational Medicine Center, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Dong Xu
- Department of Radiology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Yichuan Wang
- Department of Radiology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Bing Wang
- Department of Radiology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Jianjie Wen
- School of Teacher Education, Zhejiang Normal University, Jinhua, China
| | - Xinguang Wang
- School of Information Science and Electronic Technology, Jiamusi University, Jiamusi, China
| | - Linlin Zhan
- Faculty of Western Languages, Heilongjiang University, Harbin, China
| | - Zhaogang Sun
- Translational Medicine Center, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Xize Jia
- School of Teacher Education, Zhejiang Normal University, Jinhua, China.,Key Laboratory of Intelligent Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, China
| | - Mengting Li
- School of Teacher Education, Zhejiang Normal University, Jinhua, China.,Key Laboratory of Intelligent Education Technology and Application of Zhejiang Province, Zhejiang Normal University, Jinhua, China
| | - Shenjie Tang
- Tuberculosis Clinical Medical Center, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Dailun Hou
- Department of Radiology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
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5
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Cresswell FV, Davis AG, Sharma K, Basu Roy R, Ganiem AR, Kagimu E, Solomons R, Wilkinson RJ, Bahr NC, Thuong NTT. Recent Developments in Tuberculous Meningitis Pathogenesis and Diagnostics. Wellcome Open Res 2021; 4:164. [PMID: 33364436 PMCID: PMC7739117 DOI: 10.12688/wellcomeopenres.15506.3] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/15/2021] [Indexed: 12/13/2022] Open
Abstract
The pathogenesis of Tuberculous meningitis (TBM) is poorly understood, but contemporary molecular biology technologies have allowed for recent improvements in our understanding of TBM. For instance, neutrophils appear to play a significant role in the immunopathogenesis of TBM, and either a paucity or an excess of inflammation can be detrimental in TBM. Further, severity of HIV-associated immunosuppression is an important determinant of inflammatory response; patients with the advanced immunosuppression (CD4+ T-cell count of <150 cells/μL) having higher CSF neutrophils, greater CSF cytokine concentrations and higher mortality than those with CD4+ T-cell counts > 150 cells/μL. Host genetics may also influence outcomes with LT4AH genotype predicting inflammatory phenotype, steroid responsiveness and survival in Vietnamese adults with TBM. Whist in Indonesia, CSF tryptophan level was a predictor of survival, suggesting tryptophan metabolism may be important in TBM pathogenesis. These varying responses mean that we must consider whether a "one-size-fits-all" approach to anti-bacillary or immunomodulatory treatment in TBM is truly the best way forward. Of course, to allow for proper treatment, early and rapid diagnosis of TBM must occur. Diagnosis has always been a challenge but the field of TB diagnosis is evolving, with sensitivities of at least 70% now possible in less than two hours with GeneXpert MTB/Rif Ultra. In addition, advanced molecular techniques such as CRISPR-MTB and metagenomic next generation sequencing may hold promise for TBM diagnosis. Host-based biomarkers and signatures are being further evaluated in childhood and adult TBM as adjunctive biomarkers as even with improved molecular assays, cases are still missed. A better grasp of host and pathogen behaviour may lead to improved diagnostics, targeted immunotherapy, and possibly biomarker-based, patient-specific treatment regimens.
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Affiliation(s)
- Fiona V Cresswell
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
- Research Department, Infectious Diseases Institute, Kampala, PO Box 22418, Uganda
- MRC-UVRI-London School of Hygiene and Tropical Medicine Uganda Research Unit, Entebbe, Uganda
| | - Angharad G. Davis
- University College London, London, WC1E6BT, UK
- Francis Crick Institute, London, NW1 1AT, UK
- Department of Medicine, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, 7925, South Africa
| | - Kusum Sharma
- Department of Medical Microbiology, Post-graduate Department of Medical Education and Research, Chandigahr, India
| | - Robindra Basu Roy
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Ahmad Rizal Ganiem
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine. Universitas Padjadjaran, Bandung, Indonesia
| | - Enock Kagimu
- Research Department, Infectious Diseases Institute, Kampala, PO Box 22418, Uganda
| | - Regan Solomons
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
| | - Robert J. Wilkinson
- Francis Crick Institute, London, NW1 1AT, UK
- Department of Medicine, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, 7925, South Africa
- Department of Infectious Diseases, Imperial College, London, W2 1PG, UK
| | - Nathan C Bahr
- Division of Infectious Diseases. Department of Medicine., University of Kansas, Kansas City, USA
| | | | - Tuberculous Meningitis International Research Consortium
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
- Research Department, Infectious Diseases Institute, Kampala, PO Box 22418, Uganda
- MRC-UVRI-London School of Hygiene and Tropical Medicine Uganda Research Unit, Entebbe, Uganda
- University College London, London, WC1E6BT, UK
- Francis Crick Institute, London, NW1 1AT, UK
- Department of Medicine, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, 7925, South Africa
- Department of Medical Microbiology, Post-graduate Department of Medical Education and Research, Chandigahr, India
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine. Universitas Padjadjaran, Bandung, Indonesia
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
- Department of Infectious Diseases, Imperial College, London, W2 1PG, UK
- Division of Infectious Diseases. Department of Medicine., University of Kansas, Kansas City, USA
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
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6
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Cresswell FV, Davis AG, Sharma K, Basu Roy R, Ganiem AR, Kagimu E, Solomons R, Wilkinson RJ, Bahr NC, Thuong NTT. Recent Developments in Tuberculous Meningitis Pathogenesis and Diagnostics. Wellcome Open Res 2020; 4:164. [PMID: 33364436 PMCID: PMC7739117 DOI: 10.12688/wellcomeopenres.15506.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/24/2020] [Indexed: 12/15/2022] Open
Abstract
The pathogenesis of Tuberculous meningitis (TBM) is poorly understood, but contemporary molecular biology technologies have allowed for recent improvements in our understanding of TBM. For instance, neutrophils appear to play a significant role in the immunopathogenesis of TBM, and either a paucity or an excess of inflammation can be detrimental in TBM. Further, severity of HIV-associated immunosuppression is an important determinant of inflammatory response; patients with the advanced immunosuppression (CD4+ T-cell count of <150 cells/μL) having higher CSF neutrophils, greater CSF cytokine concentrations and higher mortality than those with CD4+ T-cell counts > 150 cells/μL. Host genetics may also influence outcomes with LT4AH genotype predicting inflammatory phenotype, steroid responsiveness and survival in Vietnamese adults with TBM. Whist in Indonesia, CSF tryptophan level was a predictor of survival, suggesting tryptophan metabolism may be important in TBM pathogenesis. These varying responses mean that we must consider whether a "one-size-fits-all" approach to anti-bacillary or immunomodulatory treatment in TBM is truly the best way forward. Of course, to allow for proper treatment, early and rapid diagnosis of TBM must occur. Diagnosis has always been a challenge but the field of TB diagnosis is evolving, with sensitivities of at least 70% now possible in less than two hours with GeneXpert MTB/Rif Ultra. In addition, advanced molecular techniques such as CRISPR-MTB and metagenomic next generation sequencing may hold promise for TBM diagnosis. Host-based biomarkers and signatures are being further evaluated in childhood and adult TBM as adjunctive biomarkers as even with improved molecular assays, cases are still missed. A better grasp of host and pathogen behaviour may lead to improved diagnostics, targeted immunotherapy, and possibly biomarker-based, patient-specific treatment regimens.
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Affiliation(s)
- Fiona V Cresswell
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
- Research Department, Infectious Diseases Institute, Kampala, PO Box 22418, Uganda
- MRC-UVRI-London School of Hygiene and Tropical Medicine Uganda Research Unit, Entebbe, Uganda
| | - Angharad G. Davis
- University College London, London, WC1E6BT, UK
- Francis Crick Institute, London, NW1 1AT, UK
- Department of Medicine, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, 7925, South Africa
| | - Kusum Sharma
- Department of Medical Microbiology, Post-graduate Department of Medical Education and Research, Chandigahr, India
| | - Robindra Basu Roy
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Ahmad Rizal Ganiem
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine. Universitas Padjadjaran, Bandung, Indonesia
| | - Enock Kagimu
- Research Department, Infectious Diseases Institute, Kampala, PO Box 22418, Uganda
| | - Regan Solomons
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
| | - Robert J. Wilkinson
- Francis Crick Institute, London, NW1 1AT, UK
- Department of Medicine, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, 7925, South Africa
- Department of Infectious Diseases, Imperial College, London, W2 1PG, UK
| | - Nathan C Bahr
- Division of Infectious Diseases. Department of Medicine., University of Kansas, Kansas City, USA
| | | | - Tuberculous Meningitis International Research Consortium
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
- Research Department, Infectious Diseases Institute, Kampala, PO Box 22418, Uganda
- MRC-UVRI-London School of Hygiene and Tropical Medicine Uganda Research Unit, Entebbe, Uganda
- University College London, London, WC1E6BT, UK
- Francis Crick Institute, London, NW1 1AT, UK
- Department of Medicine, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, 7925, South Africa
- Department of Medical Microbiology, Post-graduate Department of Medical Education and Research, Chandigahr, India
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine. Universitas Padjadjaran, Bandung, Indonesia
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
- Department of Infectious Diseases, Imperial College, London, W2 1PG, UK
- Division of Infectious Diseases. Department of Medicine., University of Kansas, Kansas City, USA
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
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7
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Davis AG, Nightingale S, Springer PE, Solomons R, Arenivas A, Wilkinson RJ, Anderson ST, Chow FC. Neurocognitive and functional impairment in adult and paediatric tuberculous meningitis. Wellcome Open Res 2019; 4:178. [PMID: 31984243 PMCID: PMC6971841 DOI: 10.12688/wellcomeopenres.15516.1] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/01/2019] [Indexed: 12/20/2022] Open
Abstract
In those who survive tuberculous meningitis (TBM), the long-term outcome is uncertain; individuals may suffer neurocognitive, functional and psychiatric impairment, which may significantly affect their ability to lead their lives as they did prior to their diagnosis of TBM. In children who survive, severe illness has occurred at a crucial timepoint in their development, which can lead to behavioural and cognitive delay. The extent and nature of this impairment is poorly understood, particularly in adults. This is in part due to a lack of observational studies in this area but also inconsistent inclusion of outcome measures which can quantify these deficits in clinical studies. This leads to a paucity of appropriate rehabilitative therapies available for these individuals and their caregivers, as well as burden at a socioeconomic level. In this review, we discuss what is known about neurocognitive impairment in TBM, draw on lessons learnt from other neurological infections and discuss currently available and emerging tools to evaluate function and cognition and their value in TBM. We make recommendations on which measures should be used at what timepoints to assess for impairment, with a view to optimising and standardising assessment of neurocognitive and functional impairment in TBM research.
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Affiliation(s)
- Angharad G Davis
- University College London, Gower Street, London, WC1E 6BT, UK.,Francis Crick Institute, Midland Road, London, NW1 1AT, UK.,Institute of Infectious Diseases and Molecular Medicine. Department of Medicine, University of Cape Town, Observatory, 7925, South Africa
| | - Sam Nightingale
- HIV Mental Health Research Unit, University of Cape Town,, Observatory, 7925, South Africa
| | - Priscilla E Springer
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Regan Solomons
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Ana Arenivas
- The Institute for Rehabilitation and Research Memorial Hermann, Department of Rehabilitation Psychology and Neuropsychology,, Houston, Texas, USA.,Baylor College of Medicine, Department of Physical Medicine and Rehabilitation, Houston, Texas, USA
| | - Robert J Wilkinson
- Francis Crick Institute, Midland Road, London, NW1 1AT, UK.,Department of Infectious Diseases, Imperial College London, London, W2 1PG, UK.,Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Diseases and Molecular Medicine at Department of Medicine, University of Cape Town, Observatory, 7925, South Africa
| | - Suzanne T Anderson
- MRC Clinical Trials Unit at UCL, University College London, London, WC1E 6BT, UK.,Evelina Community, Guys and St Thomas' NHS Trust, 5 Dugard Way, London, SE11 4TH, UK
| | - Felicia C Chow
- Weill Institute of Neurosciences, Department of Neurology and Division of Infectious Diseases, University of California, San Francisco, California, USA
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8
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Cresswell FV, Davis AG, Sharma K, Basu Roy R, Ganiem AR, Kagimu E, Solomons R, Wilkinson RJ, Bahr NC, Thuong NTT. Recent Developments in Tuberculous Meningitis Pathogenesis and Diagnostics. Wellcome Open Res 2019; 4:164. [PMID: 33364436 PMCID: PMC7739117 DOI: 10.12688/wellcomeopenres.15506.1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/16/2019] [Indexed: 12/15/2022] Open
Abstract
The pathogenesis of Tuberculous meningitis (TBM) is poorly understood, but contemporary molecular biology technologies have allowed for recent improvements in our understanding of TBM. For instance, neutrophils appear to play a significant role in the immunopathogenesis of TBM, and either a paucity or an excess of inflammation can be detrimental in TBM. Further, severity of HIV-associated immunosuppression is an important determinant of inflammatory response; patients with the advanced immunosuppression (CD4+ T-cell count of <150 cells/μL) having higher CSF neutrophils, greater CSF cytokine concentrations and higher mortality than those with CD4+ T-cell counts > 150 cells/μL. Host genetics may also influence outcomes with LT4AH genotype predicting inflammatory phenotype, steroid responsiveness and survival in Vietnamese adults with TBM. Whist in Indonesia, CSF tryptophan level was a predictor of survival, suggesting tryptophan metabolism may be important in TBM pathogenesis. These varying responses mean that we must consider whether a "one-size-fits-all" approach to anti-bacillary or immunomodulatory treatment in TBM is truly the best way forward. Of course, to allow for proper treatment, early and rapid diagnosis of TBM must occur. Diagnosis has always been a challenge but the field of TB diagnosis is evolving, with sensitivities of at least 70% now possible in less than two hours with GeneXpert MTB/Rif Ultra. In addition, advanced molecular techniques such as CRISPR-MTB and metagenomic next generation sequencing may hold promise for TBM diagnosis. Host-based biomarkers and signatures are being further evaluated in childhood and adult TBM as adjunctive biomarkers as even with improved molecular assays, cases are still missed. A better grasp of host and pathogen behaviour may lead to improved diagnostics, targeted immunotherapy, and possibly biomarker-based, patient-specific treatment regimens.
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Affiliation(s)
- Fiona V Cresswell
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
- Research Department, Infectious Diseases Institute, Kampala, PO Box 22418, Uganda
- MRC-UVRI-London School of Hygiene and Tropical Medicine Uganda Research Unit, Entebbe, Uganda
| | - Angharad G. Davis
- University College London, London, WC1E6BT, UK
- Francis Crick Institute, London, NW1 1AT, UK
- Department of Medicine, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, 7925, South Africa
| | - Kusum Sharma
- Department of Medical Microbiology, Post-graduate Department of Medical Education and Research, Chandigahr, India
| | - Robindra Basu Roy
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Ahmad Rizal Ganiem
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine. Universitas Padjadjaran, Bandung, Indonesia
| | - Enock Kagimu
- Research Department, Infectious Diseases Institute, Kampala, PO Box 22418, Uganda
| | - Regan Solomons
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
| | - Robert J. Wilkinson
- Francis Crick Institute, London, NW1 1AT, UK
- Department of Medicine, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, 7925, South Africa
- Department of Infectious Diseases, Imperial College, London, W2 1PG, UK
| | - Nathan C Bahr
- Division of Infectious Diseases. Department of Medicine., University of Kansas, Kansas City, USA
| | | | - Tuberculous Meningitis International Research Consortium
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
- Research Department, Infectious Diseases Institute, Kampala, PO Box 22418, Uganda
- MRC-UVRI-London School of Hygiene and Tropical Medicine Uganda Research Unit, Entebbe, Uganda
- University College London, London, WC1E6BT, UK
- Francis Crick Institute, London, NW1 1AT, UK
- Department of Medicine, Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, 7925, South Africa
- Department of Medical Microbiology, Post-graduate Department of Medical Education and Research, Chandigahr, India
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine. Universitas Padjadjaran, Bandung, Indonesia
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
- Department of Infectious Diseases, Imperial College, London, W2 1PG, UK
- Division of Infectious Diseases. Department of Medicine., University of Kansas, Kansas City, USA
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
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9
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Wei LF, Wang SS, Zheng ZC, Tian J, Xue L. Analysis of the diffusion tensor imaging parameters of a normal cervical spinal cord in a healthy population. J Spinal Cord Med 2017; 40:338-345. [PMID: 27814138 PMCID: PMC5472022 DOI: 10.1080/10790268.2016.1244905] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
BACKGROUND Diffusion tensor imaging (DTI) shows great advantage in the diagnosis of brain diseases, including cervical spinal cord (CSC) disease. This study aims to obtain the normal values of the DTI parameters for a healthy population and to establish a baseline for CSC disease diagnosis using DTI. METHODS A total of 36 healthy adults were subjected to magnetic resonance imaging (MRI) for the entire CSC using the Siemens 3.0 T MR System. Sagittal DTI acquisition was carried out with a single-shot spin-echo echo-planar imaging (EPI) sequence along 12 non-collinear directions. Fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values were determined at different cervical levels using a region of interest (ROI) method, following which they were correlated with parameters, like age and sex. Further, diffusion tensor tracking (DTT) was carried out to reconstruct the white matter fiber bundles of the CSC. RESULTS The full and complete fiber bundle structure of a normal CSC was confirmed in both the T2-weighted and DTI images. The FA and ADC values were significantly negatively correlated with each other and showed strongly negative and positive correlations with age, respectively, but not with sex. Additionally, there was no significant difference between the FA and the ADC values at different cervical levels. CONCLUSION The DTI technique can act as an important supplement to the conventional MRI technique for CSC observation. Moreover, the FA and ADC values can be used as sensitive parameters in the DTI study on the CSC by taking the effects of age into consideration.
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Affiliation(s)
| | - Shou-sen Wang
- Correspondence to: Shou-sen Wang, Department of Neurosurgery, Fuzhou General Hospital, Fuzhou Clinical Medicine School of Second Military Medical University, No. 156, Xi'erhuanbei Road, Fuzhou, 350025, P. R. China.
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10
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Lin WC, Huang CC, Chen HL, Chou KH, Chen PC, Tsai NW, Chen MH, Friedman M, Lin HC, Lu CH. Longitudinal brain structural alterations and systemic inflammation in obstructive sleep apnea before and after surgical treatment. J Transl Med 2016; 14:139. [PMID: 27188598 PMCID: PMC4901987 DOI: 10.1186/s12967-016-0887-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2015] [Accepted: 04/28/2016] [Indexed: 01/10/2023] Open
Abstract
Background Systemic inflammation, neurocognitive impairments, and morphologic brain changes are associated with obstructive sleep apnea (OSA). Understanding their longitudinal evolution and interactions after surgical treatment provides clues to the pathogenesis of cognitive impairment and its reversibility. In the present study, we investigate clinical disease severity, systemic inflammation, cognitive deficits, and corresponding gray matter volume (GMV) changes in OSA, and the modifications following surgery. Methods Twenty-one patients with OSA (apnea-hypopnea index, AHI > 5) and 15 healthy volunteers (AHI < 5) underwent serial evaluation, including polysomnography, flow cytometry for leukocyte apoptosis categorization, cognitive function evaluation, and high-resolution brain scan. Disease severity, leukocyte apoptosis, cognitive function, and imaging data were collected to assess therapeutic efficacy 3 months after surgery. Results Pre-operatively, patients presented with worse cognitive function, worse polysomnography scores, and higher early leukocyte apoptosis associated with increased insular GMV. There was reduced GMV in the anterior cingulate gyrus before and after surgery in the cases compared to that in controls, suggesting an irreversible structural deficit. Post-operatively, there were significant improvements in different cognitive domains, including attention, executive and visuospatial function, and depression, and in early leukocyte apoptosis. There was also a significant decrease in GMVs after treatment, suggesting recovery from vasogenic edema in the precuneus, insula, and cerebellum. Improvement in early leukocyte apoptosis post-surgery predicted better recovery of precuneus GMV. Conclusions In OSA, increased disease severity and systemic inflammation can alter GMV in vulnerable regions. Surgical treatment may improve disease severity and systemic inflammation, with subsequent recovery in brain structures and functions. Electronic supplementary material The online version of this article (doi:10.1186/s12967-016-0887-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Wei-Che Lin
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chih-Cheng Huang
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hsiu-Ling Chen
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan.,Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei, Taiwan
| | - Kun-Hsien Chou
- Department of Brain Research Center, National Yang-Ming University, Taipei, Taiwan
| | - Pei-Chin Chen
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Nai-Wen Tsai
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Meng-Hsiang Chen
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Michael Friedman
- Division of Sleep Surgery, Department of Otolaryngology-Head and Neck Surgery, Rush University Medical Center, Chicago, IL, USA.,Department of Otolaryngology, Advanced Center for Specialty Care, Advocate Illinois Masonic Medical Center, Chicago, IL, USA
| | - Hsin-Ching Lin
- Department of Otolaryngology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, 123, Ta Pei Road, Niao Sung District, Kaohsiung, Taiwan. .,Sleep Center, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan.
| | - Cheng-Hsien Lu
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan. .,Department of Biological Science, National Sun Yat-Sen University, Kaohsiung, Taiwan.
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11
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Chen HL, Lu CH, Chang CD, Chen PC, Chen MH, Hsu NW, Chou KH, Lin WM, Lin CP, Lin WC. Structural deficits and cognitive impairment in tuberculous meningitis. BMC Infect Dis 2015. [PMID: 26198732 PMCID: PMC4510907 DOI: 10.1186/s12879-015-1011-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
Background Chronic neuropsychological sequelae may occur in patients with tuberculous meningitis (TBM). The impact of structural abnormalities on the clinical performance of patients with TBM is unknown. This study applied the Diffeomorphic Anatomical Registration Through Exponentiated Lie Algebra (DARTEL) voxel-based morphometry (VBM) to determine if gray matter deficits in TBM are associated with acute presentations and chronic cognitive impairment. Methods Seventeen patients with TBM who discontinued their anti-TB therapy for more than six months, and 17 age-, sex-, and education-matched healthy subjects were enrolled. Differences in gray matter volume (GMV) between patients and healthy controls were investigated using DARTEL-VBM to determine structural abnormalities. Disease severity during the acute stage was scored by clinical profiles and conventional imaging findings. Correlations among chronic structural deficits, cognitive impairment, and initial disease severity were assessed. Results The patients with TBM had worse neuropsychological subtest performances than the healthy controls. Compared to the controls, the patients showed smaller GMVs in the right thalamus, right caudate nucleus, right superior and middle temporal gyrus, right precuneus, and left putamen (p < 0.001). The smaller GMVs in the right thalamus, right superior temporal gyrus, right precuneus, left putamen, and right caudate nucleus (p < 0.05) were further associated with worse cognitive function. More severe initial disease also correlated with smaller GMVs in the right caudate nucleus (p < 0.05). Conclusion Multiple domain cognitive impairment may persist in patients with chronic TBM even after appropriate treatment. Worse initial disease severity may contribute to the vulnerability of brain tissue to damage, with subsequent neuropsychological consequences.
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Affiliation(s)
- Hsiu-Ling Chen
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, and Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung, Kaohsiung, 83305, Taiwan. .,Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei, Taiwan.
| | - Cheng-Hsien Lu
- Department of Neurology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan.
| | - Ching-Di Chang
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, and Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung, Kaohsiung, 83305, Taiwan.
| | - Pei-Chin Chen
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, and Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung, Kaohsiung, 83305, Taiwan.
| | - Meng-Hsiang Chen
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, and Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung, Kaohsiung, 83305, Taiwan.
| | - Nai-Wen Hsu
- Department of Radiology, Yuan's General Hospital, Kaohsiung, Taiwan.
| | - Kun-Hsien Chou
- Institute of Neuroscience, National Yang-Ming University, Taipei, Taiwan.
| | - Wei-Ming Lin
- Department of Diagnostic Radiology, Chang Gung Memorial Hospital at Chiayi, Chang Gung University College of Medicine, Chiayi, Taiwan.
| | - Ching-Po Lin
- Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei, Taiwan. .,Institute of Neuroscience, National Yang-Ming University, Taipei, Taiwan.
| | - Wei-Che Lin
- Department of Diagnostic Radiology, Kaohsiung Chang Gung Memorial Hospital, and Chang Gung University College of Medicine, 123 Ta-Pei Road, Niao-Sung, Kaohsiung, 83305, Taiwan.
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