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Podgoršak A, Flürenbrock F, Trimmel NE, Korn L, Oertel MF, Stieglitz L, Fernandes Dias S, Hierweger MM, Zeilinger M, Weisskopf M, Schmid Daners M. Toward the "Perfect" Shunt: Historical Vignette, Current Efforts, and Future Directions. Adv Tech Stand Neurosurg 2024; 50:1-30. [PMID: 38592526 DOI: 10.1007/978-3-031-53578-9_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/10/2024]
Abstract
As a concept, drainage of excess fluid volume in the cranium has been around for more than 1000 years. Starting with the original decompression-trepanation of Abulcasis to modern programmable shunt systems, to other nonshunt-based treatments such as endoscopic third ventriculostomy and choroid plexus cauterization, we have come far as a field. However, there are still fundamental limitations that shunts have yet to overcome: namely posture-induced over- and underdrainage, the continual need for valve opening pressure especially in pediatric cases, and the failure to reinstall physiologic intracranial pressure dynamics. However, there are groups worldwide, in the clinic, in industry, and in academia, that are trying to ameliorate the current state of the technology within hydrocephalus treatment. This chapter aims to provide a historical overview of hydrocephalus, current challenges in shunt design, what members of the community have done and continue to do to address these challenges, and finally, a definition of the "perfect" shunt is provided and how the authors are working toward it.
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Affiliation(s)
- Anthony Podgoršak
- Product Development Group Zurich, Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
| | - Fabian Flürenbrock
- Institute for Dynamic Systems and Control, Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
| | - Nina Eva Trimmel
- Center for Preclinical Development, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Leonie Korn
- Institute for Dynamic Systems and Control, Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
| | - Markus Florian Oertel
- Department of Neurosurgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Lennart Stieglitz
- Department of Neurosurgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Sandra Fernandes Dias
- Department of Neurosurgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Melanie Michaela Hierweger
- Center for Preclinical Development, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Melanie Zeilinger
- Institute for Dynamic Systems and Control, Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
| | - Miriam Weisskopf
- Center for Preclinical Development, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Marianne Schmid Daners
- Institute for Dynamic Systems and Control, Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland.
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Akbas H, Guven ESG, Guven S, Kizilirmak R, Albayrak M, Aydogan Z, Kul S. Evaluation of the height of the corpus callosum body region in fetal meningomyelocele malformation. J Gynecol Obstet Hum Reprod 2023; 52:102619. [PMID: 37295771 DOI: 10.1016/j.jogoh.2023.102619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 05/26/2023] [Accepted: 06/06/2023] [Indexed: 06/12/2023]
Abstract
PURPOSE To investigate height of the corpus callosum (CC) in order to describe the corpus callosum anomalies in fetuses with meningomyelocele (MMC) and compare these findings with the corpus callosum of healthy fetuses. METHODS In this study, fetal MRI examinations were performed on 44 fetal MMC malformation cases. As the control group, 34 fetal MRI examinations, which were anatomically normal, were evaluated retrospectively. In the study group, lateral ventricle diameter, the level and diameter of the MMC defect, and CC height were measured. In the control group, CC height and lateral ventricular diameter were measured. RESULTS The mean CC body height was 1.36 mm in the study group, and 2.48 mm in the control group. The height of the CC body region of the study population was inclined to be thinner compared with the control population (p<0.001). CONCLUSIONS The fact that the height of the CC body region was found to be thinner in fetal MRI in cases of MMC compared with normal fetuses suggests that various callosal anomalies are uncertain, investigation of additional callosal anomalies may be beneficial in the decision for the continuation of pregnancy, and termination or intrauterine surgery in cases with MMC. Further large case group studies are needed.
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Affiliation(s)
- Humeyra Akbas
- Department of Perinatology, Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey.
| | | | - Suleyman Guven
- Department of Gynecology and Obstetrics, Karadeniz Technical University School of Medicine, Trabzon, Turkey
| | - Rukiye Kizilirmak
- Department of Perinatology, Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey
| | - Mehmet Albayrak
- Department of Perinatology, Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey
| | - Zeynep Aydogan
- Department of Radiology, Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey
| | - Sibel Kul
- Department of Radiology, Karadeniz Technical University Faculty of Medicine, Trabzon, Turkey
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Mangano FT, Altaye M, Stevenson CB, Yuan W. The Construction of a Predictive Composite Index for Decision-Making of CSF Diversion Surgery in Pediatric Patients following Prenatal Myelomeningocele Repair. AJNR Am J Neuroradiol 2022; 43:1214-1221. [PMID: 35902125 PMCID: PMC9575433 DOI: 10.3174/ajnr.a7585] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 06/06/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE There is a wide range of clinical and radiographic factors affecting individual surgeons' ultimate decision for CSF diversion for pediatric patients following prenatal myelomeningocele repair. Our aim was to construct a composite index (CSF diversion surgery index) that integrates conventional clinical measures and neuroimaging biomarkers to predict CSF diversion surgery in these pediatric patients. MATERIALS AND METHODS This was a secondary retrospective analysis of data from 33 patients with prenatal myelomeningocele repair (including 14 who ultimately required CSF diversion surgery). Potential independent variables, including the Management of Myelomeningocele Study Index (a dichotomized variable based on the shunt-placement criteria from the Management of Myelomeningocele Study), postnatal DTI measures (fractional anisotropy and mean diffusivity in the genu of the corpus callosum and the posterior limb of internal capsule), fronto-occipital horn ratio at the time of DTI, gestational ages, and sex, were evaluated using stepwise logistic regression analysis to identify the most important predictors. RESULTS The CSF diversion surgery index model showed that the Management of Myelomeningocele Study Index and fractional anisotropy in the genu of the corpus callosum were significant predictors (P < .05) of CSF diversion surgery. The predictive value of the CSF diversion surgery index was also affected by fractional anisotropy in the posterior limb of the internal capsule and sex with marginal effect (.05<P < .10), but not by the fronto-occipital horn ratio (P > .10). The overall CSF diversion surgery index model fit the data well with statistical significance (eg, likelihood ratio: P < .001), with the performance (sensitivity = 78.6%; specificity = 86.5%, overall accuracy = 84.8%) superior to all individual indices in sensitivity and overall accuracy, and most of the individual indices in specificity. CONCLUSIONS The CSF diversion surgery index model outperformed all single predictor models and, with additional validation, may potentially be developed and incorporated into a sensitive and robust clinical tool to assist clinicians in hydrocephalus management.
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Affiliation(s)
- F T Mangano
- From the Division of Pediatric Neurosurgery (F.T.M., C.B.S.).,University of Cincinnati College of Medicine (F.T.M., M.A., C.B.S., W.Y.), Cincinnati, Ohio
| | - M Altaye
- Division of Biostatistics and Epidemiology (M.A.).,University of Cincinnati College of Medicine (F.T.M., M.A., C.B.S., W.Y.), Cincinnati, Ohio
| | - C B Stevenson
- From the Division of Pediatric Neurosurgery (F.T.M., C.B.S.).,University of Cincinnati College of Medicine (F.T.M., M.A., C.B.S., W.Y.), Cincinnati, Ohio
| | - W Yuan
- Pediatric Neuroimaging Research Consortium (W.Y.), Division of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio .,University of Cincinnati College of Medicine (F.T.M., M.A., C.B.S., W.Y.), Cincinnati, Ohio
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4
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Trigo L, Eixarch E, Bottura I, Dalaqua M, Barbosa AA, De Catte L, Demaerel P, Dymarkowski S, Deprest J, Lapa DA, Aertsen M, Gratacos E. Prevalence of supratentorial anomalies assessed by magnetic resonance imaging in fetuses with open spina bifida. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2022; 59:804-812. [PMID: 34396624 DOI: 10.1002/uog.23761] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 06/29/2021] [Accepted: 08/02/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVES To determine the prevalence of brain anomalies at the time of preoperative magnetic resonance imaging (MRI) assessment in fetuses eligible for prenatal open spina bifida (OSB) repair, and to explore the relationship between brain abnormalities and features of the spinal defect. METHODS This was a retrospective cross-sectional study, conducted in three fetal medicine centers, of fetuses eligible for OSB fetal surgery repair between January 2009 and December 2019. MRI images obtained as part of the presurgical assessment were re-evaluated by two independent observers, blinded to perinatal results, to assess: (1) the type and area of the defect and its anatomical level; (2) the presence of any structural central nervous system (CNS) anomaly and abnormal ventricular wall; and (3) fetal head and brain biometry. Binary regression analyses were performed and data were adjusted for type of defect, upper level of the lesion (ULL), gestational age (GA) at MRI and fetal medicine center. Multiple logistic regression analysis was performed in order to identify lesion characteristics and brain anomalies associated with a higher risk of presence of abnormal corpus callosum (CC) and/or heterotopia. RESULTS Of 115 fetuses included, 91 had myelomeningocele and 24 had myeloschisis. Anatomical level of the lesion was thoracic in seven fetuses, L1-L2 in 13, L3-L5 in 68 and sacral in 27. Median GA at MRI was 24.7 (interquartile range, 23.0-25.7) weeks. Overall, 52.7% of cases had at least one additional brain anomaly. Specifically, abnormal CC was observed in 50.4% of cases and abnormality of the ventricular wall in 19.1%, of which 4.3% had nodular heterotopia. Factors associated independently with higher risk of abnormal CC and/or heterotopia were non-sacral ULL (odds ratio (OR), 0.51 (95% CI, 0.26-0.97); P = 0.043), larger ventricular width (per mm) (OR, 1.23 (95% CI, 1.07-1.43); P = 0.005) and presence of abnormal cavum septi pellucidi (OR, 3.76 (95% CI, 1.13-12.48); P = 0.031). CONCLUSIONS Half of the fetuses assessed for OSB repair had an abnormal CC and/or an abnormal ventricular wall prior to prenatal repair. The likelihood of brain abnormalities was increased in cases with a non-sacral lesion and wider lateral ventricles. These findings highlight the importance of a detailed preoperative CNS evaluation of fetuses with OSB. © 2021 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- L Trigo
- BCNatal-Fetal Medicine Research Center, Hospital Clínic and Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- My FetUZ Fetal Research Center, Department of Development and Regeneration, Biomedical Sciences, KU Leuven, Leuven, Belgium
| | - E Eixarch
- BCNatal-Fetal Medicine Research Center, Hospital Clínic and Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
| | - I Bottura
- Fetal and Neonatal Therapy Group, Hospital Sabará, São Paulo, Brazil
| | - M Dalaqua
- Department of Radiology, Hospital Israelita Albert Einsten, São Paulo, Brazil
- School of Medicine, Faculdade Israelita de Ciências da Saúde Albert Einstein (FICSAE), São Paulo, Brazil
| | - A A Barbosa
- Fetal and Neonatal Therapy Group, Hospital Sabará, São Paulo, Brazil
- School of Medicine, Faculdade Israelita de Ciências da Saúde Albert Einstein (FICSAE), São Paulo, Brazil
| | - L De Catte
- Department of Radiology, UZ KU Leuven, Leuven, Belgium
- Department of Obstetrics and Gynecology, UZ KU Leuven, Leuven, Belgium
| | - P Demaerel
- Department of Radiology, UZ KU Leuven, Leuven, Belgium
| | - S Dymarkowski
- Department of Radiology, UZ KU Leuven, Leuven, Belgium
| | - J Deprest
- My FetUZ Fetal Research Center, Department of Development and Regeneration, Biomedical Sciences, KU Leuven, Leuven, Belgium
- Department of Obstetrics and Gynecology, UZ KU Leuven, Leuven, Belgium
- Institute of Women's Health, University College London, London, UK
| | - D A Lapa
- Fetal Therapy Program, Hospital Israelita Albert Einsten, São Paulo, Brazil
- Department of Hospital Infantil Sabará, São Paulo, Brazil
| | - M Aertsen
- Department of Radiology, UZ KU Leuven, Leuven, Belgium
| | - E Gratacos
- BCNatal-Fetal Medicine Research Center, Hospital Clínic and Hospital Sant Joan de Déu, University of Barcelona, Barcelona, Spain
- Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
- Centre for Biomedical Research on Rare Diseases (CIBER-ER), Barcelona, Spain
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McAllister JP, Talcott MR, Isaacs AM, Zwick SH, Garcia-Bonilla M, Castaneyra-Ruiz L, Hartman AL, Dilger RN, Fleming SA, Golden RK, Morales DM, Harris CA, Limbrick DD. A novel model of acquired hydrocephalus for evaluation of neurosurgical treatments. Fluids Barriers CNS 2021; 18:49. [PMID: 34749745 PMCID: PMC8576945 DOI: 10.1186/s12987-021-00281-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 10/09/2021] [Indexed: 02/07/2023] Open
Abstract
Background Many animal models have been used to study the pathophysiology of hydrocephalus; most of these have been rodent models whose lissencephalic cerebral cortex may not respond to ventriculomegaly in the same way as gyrencephalic species and whose size is not amenable to evaluation of clinically relevant neurosurgical treatments. Fewer models of hydrocephalus in gyrencephalic species have been used; thus, we have expanded upon a porcine model of hydrocephalus in juvenile pigs and used it to explore surgical treatment methods. Methods Acquired hydrocephalus was induced in 33–41-day old pigs by percutaneous intracisternal injections of kaolin (n = 17). Controls consisted of sham saline-injected (n = 6) and intact (n = 4) animals. Magnetic resonance imaging (MRI) was employed to evaluate ventriculomegaly at 11–42 days post-kaolin and to plan the surgical implantation of ventriculoperitoneal shunts at 14–38-days post-kaolin. Behavioral and neurological status were assessed. Results Bilateral ventriculomegaly occurred post-induction in all regions of the cerebral ventricles, with prominent CSF flow voids in the third ventricle, foramina of Monro, and cerebral aqueduct. Kaolin deposits formed a solid cast in the basal cisterns but the cisterna magna was patent. In 17 untreated hydrocephalic animals. Mean total ventricular volume was 8898 ± 5917 SD mm3 at 11–43 days of age, which was significantly larger than the baseline values of 2251 ± 194 SD mm3 for 6 sham controls aged 45–55 days, (p < 0.001). Past the post-induction recovery period, untreated pigs were asymptomatic despite exhibiting mild-moderate ventriculomegaly. Three out of 4 shunted animals showed a reduction in ventricular volume after 20–30 days of treatment, however some developed ataxia and lethargy, from putative shunt malfunction. Conclusions Kaolin induction of acquired hydrocephalus in juvenile pigs produced an in vivo model that is highly translational, allowing systematic studies of the pathophysiology and clinical treatment of hydrocephalus. Supplementary Information The online version contains supplementary material available at 10.1186/s12987-021-00281-0.
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Affiliation(s)
- James P McAllister
- Department of Neurosurgery, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA. .,Department of Neurosurgery, BJC Institute of Health, 425 S. Euclid, Campus, Box 8057, St. Louis, MO, 63143, USA.
| | - Michael R Talcott
- Department of Neurosurgery, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA.,Division of Comparative Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA
| | - Albert M Isaacs
- Department of Surgery, Division of Neurosurgery, University of Calgary School of Medicine, Calgary, AB, T2N 2T9, Canada
| | - Sarah H Zwick
- Department of Neurosurgery, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA
| | - Maria Garcia-Bonilla
- Department of Neurosurgery, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA
| | - Leandro Castaneyra-Ruiz
- Department of Neurosurgery, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA
| | - Alexis L Hartman
- Department of Neurosurgery, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA
| | - Ryan N Dilger
- Department of Animal Sciences, Division of Nutritional Sciences, Neuroscience Program, University of Illinois, Champagne-Urbana, Illinois, 61801, USA.,Traverse Science, Champaign, IL, 61801, USA
| | - Stephen A Fleming
- Department of Animal Sciences, Division of Nutritional Sciences, Neuroscience Program, University of Illinois, Champagne-Urbana, Illinois, 61801, USA.,Traverse Science, Champaign, IL, 61801, USA
| | - Rebecca K Golden
- Department of Animal Sciences, Division of Nutritional Sciences, Neuroscience Program, University of Illinois, Champagne-Urbana, Illinois, 61801, USA
| | - Diego M Morales
- Department of Neurosurgery, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA
| | - Carolyn A Harris
- Department of Chemical Engineering and Materials Science, Wayne State University, Detroit, MI, 48202 , USA.,Department of Neurosurgery, Wayne State University School of Medicine, Detroit, MI, 48202, USA
| | - David D Limbrick
- Department of Neurosurgery, Washington University in St. Louis School of Medicine, St. Louis, MO, 63110, USA.,Department of Pediatrics, St. Louis Children's Hospital, St. Louis, MO, 63110, USA
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Ojeda-Pérez B, Campos-Sandoval JA, García-Bonilla M, Cárdenas-García C, Páez-González P, Jiménez AJ. Identification of key molecular biomarkers involved in reactive and neurodegenerative processes present in inherited congenital hydrocephalus. Fluids Barriers CNS 2021; 18:30. [PMID: 34215285 PMCID: PMC8254311 DOI: 10.1186/s12987-021-00263-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 06/19/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Periventricular extracellular oedema, myelin damage, inflammation, and glial reactions are common neuropathological events that occur in the brain in congenital hydrocephalus. The periventricular white matter is the most affected region. The present study aimed to identify altered molecular and cellular biomarkers in the neocortex that can function as potential therapeutic targets to both treat and evaluate recovery from these neurodegenerative conditions. The hyh mouse model of hereditary hydrocephalus was used for this purpose. METHODS The hyh mouse model of hereditary hydrocephalus (hydrocephalus with hop gait) and control littermates without hydrocephalus were used in the present work. In tissue sections, the ionic content was investigated using energy dispersive X-ray spectroscopy scanning electron microscopy (EDS-SEM). For the lipid analysis, matrix-assisted laser desorption ionization mass spectrometry imaging (MALDI-MSI) was performed in frozen sections. The expression of proteins in the cerebral white matter was analysed by mass spectrometry. The oligodendrocyte progenitor cells (OPCs) were studied with immunofluorescence in cerebral sections and whole-mount preparations of the ventricle walls. RESULTS High sodium and chloride concentrations were found indicating oedema conditions in both the periventricular white matter and extending towards the grey matter. Lipid analysis revealed lower levels of two phosphatidylinositol molecular species in the grey matter, indicating that neural functions were altered in the hydrocephalic mice. In addition, the expression of proteins in the cerebral white matter revealed evident deregulation of the processes of oligodendrocyte differentiation and myelination. Because of the changes in oligodendrocyte differentiation in the white matter, OPCs were also studied. In hydrocephalic mice, OPCs were found to be reactive, overexpressing the NG2 antigen but not giving rise to an increase in mature oligodendrocytes. The higher levels of the NG2 antigen, diacylglycerophosphoserine and possibly transthyretin in the cerebrum of hydrocephalic hyh mice could indicate cell reactions that may have been triggered by inflammation, neurocytotoxic conditions, and ischaemia. CONCLUSION Our results identify possible biomarkers of hydrocephalus in the cerebral grey and white matter. In the white matter, OPCs could be reacting to acquire a neuroprotective role or as a delay in the oligodendrocyte maturation.
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Affiliation(s)
- Betsaida Ojeda-Pérez
- Department of Cell Biology, Genetics, and Physiology, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos, 29071, Malaga, Spain
- Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain
| | - José A Campos-Sandoval
- Servicios Centrales de Apoyo a la Investigación (SCAI), Universidad de Malaga, Malaga, Spain
| | - María García-Bonilla
- Department of Cell Biology, Genetics, and Physiology, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos, 29071, Malaga, Spain
- Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain
| | | | - Patricia Páez-González
- Department of Cell Biology, Genetics, and Physiology, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos, 29071, Malaga, Spain.
- Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain.
| | - Antonio J Jiménez
- Department of Cell Biology, Genetics, and Physiology, Facultad de Ciencias, Universidad de Málaga, Campus de Teatinos, 29071, Malaga, Spain.
- Instituto de Investigación Biomédica de Málaga (IBIMA), Malaga, Spain.
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Yuan W, Stevenson CB, Altaye M, Jones BV, Leach J, Lovha M, Rennert N, Mangano FT. Diffusion tensor imaging in children following prenatal myelomeningocele repair and its predictive value for the need and timing of subsequent CSF diversion surgery for hydrocephalus. J Neurosurg Pediatr 2021; 27:391-399. [PMID: 33545679 DOI: 10.3171/2020.9.peds20570] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Accepted: 09/02/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The aim of this study was to investigate diffusion tensor imaging (DTI), an objective and noninvasive neuroimaging technique, for its potential as an imaging biomarker to predict the need and timing of CSF diversion surgery in patients after prenatal myelomeningocele (MMC) repair. METHODS This was a retrospective analysis of data based on 35 pediatric patients after prenatal MMC repair (gestational age at birth 32.68 ± 3.42 weeks, range 24-38 weeks; 15 females and 20 males). A logistic regression analysis was used to classify patients to determine the need for CSF diversion surgery. The model performance was compared between using the frontooccipital horn ratio (FOHR) alone and using the FOHR combined with DTI values (the genu of the corpus callosum [gCC] and the posterior limb of the internal capsule [PLIC]). For patients who needed to be treated surgically, timing of the procedure was used as the clinical outcome to test the predictive value of DTI acquired prior to surgery based on a linear regression analysis. RESULTS Significantly lower fractional anisotropy (FA) values in the gCC (p = 0.014) and PLIC (p = 0.037) and higher mean diffusivity (MD) values in the gCC (p = 0.013) were found in patients who required CSF diversion surgery compared with those who did not require surgery (all p values adjusted for age). Based on the logistic regression analysis, the FOHR alone showed an accuracy of performance of 0.69 and area under the receiver operating characteristic curve (AUC) of 0.60. The performance of the model was higher when DTI measures were used in the logistic regression model (accuracy = 0.77, AUC = 0.84 for using DTI values in gCC; accuracy = 0.75, AUC = 0.84 for using DTI values in PLIC). Combining the DTI values of the gCC or PLIC and FOHR did not improve the model performance when compared with using the DTI values alone. In patients who needed CSF diversion surgery, significant correlation was found between DTI values in the gCC and the time interval between imaging and surgery (FA: ρ = 0.625, p = 0.022; MD: ρ = -0.6830, p = 0.010; both adjusted for age and FOHR). CONCLUSIONS The authors' data demonstrated that DTI could potentially serve as an objective biomarker differentiating patients after prenatal MMC repair regarding those who may require surgery for MMC-associated hydrocephalus. The predictive value for the need and timing of CSF diversion surgery is highly clinically relevant for improving and optimizing decision-making for the treatment of hydrocephalus in this patient population.
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Affiliation(s)
- Weihong Yuan
- 1Pediatric Neuroimaging Research Consortium, Radiology, and
- 5University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Charles B Stevenson
- Divisions of2Pediatric Neurosurgery
- 5University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Mekibib Altaye
- 3Biostatistics and Epidemiology, and
- 5University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Blaise V Jones
- 4Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati
- 5University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - James Leach
- 4Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati
- 5University of Cincinnati College of Medicine, Cincinnati, Ohio
| | | | - Noa Rennert
- 7Department of Neurosurgery, Sheba Medical Center, Ramat-Gan, Israel
| | - Francesco T Mangano
- Divisions of2Pediatric Neurosurgery
- 5University of Cincinnati College of Medicine, Cincinnati, Ohio
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8
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Shpanskaya K, Quon JL, Lober RM, Nair S, Johnson E, Cheshier SH, Edwards MSB, Grant GA, Yeom KW. Diffusion tensor magnetic resonance imaging of the optic nerves in pediatric hydrocephalus. Neurosurg Focus 2020; 47:E16. [PMID: 31786546 DOI: 10.3171/2019.9.focus19619] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 09/04/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE While conventional imaging can readily identify ventricular enlargement in hydrocephalus, structural changes that underlie microscopic tissue injury might be more difficult to capture. MRI-based diffusion tensor imaging (DTI) uses properties of water motion to uncover changes in the tissue microenvironment. The authors hypothesized that DTI can identify alterations in optic nerve microstructure in children with hydrocephalus. METHODS The authors retrospectively reviewed 21 children (< 18 years old) who underwent DTI before and after neurosurgical intervention for acute obstructive hydrocephalus from posterior fossa tumors. Their optic nerve quantitative DTI metrics of mean diffusivity (MD) and fractional anisotropy (FA) were compared to those of 21 age-matched healthy controls. RESULTS Patients with hydrocephalus had increased MD and decreased FA in bilateral optic nerves, compared to controls (p < 0.001). Normalization of bilateral optic nerve MD and FA on short-term follow-up (median 1 day) after neurosurgical intervention was observed, as was near-complete recovery of MD on long-term follow-up (median 1.8 years). CONCLUSIONS DTI was used to demonstrate reversible alterations of optic nerve microstructure in children presenting acutely with obstructive hydrocephalus. Alterations in optic nerve MD and FA returned to near-normal levels on short- and long-term follow-up, suggesting that surgical intervention can restore optic nerve tissue microstructure. This technique is a safe, noninvasive imaging tool that quantifies alterations of neural tissue, with a potential role for evaluation of pediatric hydrocephalus.
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Affiliation(s)
| | - Jennifer L Quon
- 2Department of Neurosurgery, Stanford University School of Medicine, Stanford, California
| | - Robert M Lober
- 3Department of Neurosurgery, Wright State University Boonshoft School of Medicine, Dayton, Ohio
| | - Sid Nair
- 4Division of Pediatric Neuroradiology, Department of Radiology, Lucile Packard Children's Hospital, Stanford University School of Medicine, Stanford, California
| | - Eli Johnson
- 1Stanford University School of Medicine, Stanford
| | - Samuel H Cheshier
- 5Division of Pediatric Neurosurgery, Department of Neurosurgery, University of Utah, Salt Lake City, Utah; and
| | - Michael S B Edwards
- 6Division of Pediatric Neurosurgery, Department of Neurosurgery, Lucile Packard Children's Hospital, Stanford University School of Medicine, Stanford, California
| | - Gerald A Grant
- 6Division of Pediatric Neurosurgery, Department of Neurosurgery, Lucile Packard Children's Hospital, Stanford University School of Medicine, Stanford, California
| | - Kristen W Yeom
- 4Division of Pediatric Neuroradiology, Department of Radiology, Lucile Packard Children's Hospital, Stanford University School of Medicine, Stanford, California
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9
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Mangano FT, Stevenson CB, Nagaraj U, Conley A, Yuan W. Abnormal anisotropic diffusion properties in pediatric myelomeningocele patients treated with fetal surgery: an initial DTI study. Childs Nerv Syst 2020; 36:827-833. [PMID: 31399765 DOI: 10.1007/s00381-019-04339-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 08/01/2019] [Indexed: 01/13/2023]
Abstract
PURPOSE To investigate white matter microstructural abnormality based on diffusion tensor imaging (DTI) in pediatric patients with fetal repair for myelomeningocele (MMC). METHODS This was a retrospective analysis of DTI data from 8 pediatric patients with prenatal MMC repair (age range 1.64-33.70 months; sex 3F/5M) and 8 age-matched controls (age 2.24-31.20 months; sex 5F/2M). All participants were scanned on 1.5T GE Signa MR scanner (GE Healthcare, Milwaukee, WI) with the same sequence specifications. Two DTI measures, including fractional anisotropy (FA) and mean diffusivity (MD), were calculated from the genu of corpus callosum (gCC) and the posterior limb of internal capsule (PLIC). DTI values and fronto-occipital horn ratio (FOHR) were tested for group difference based on two-tailed paired t test. RESULTS The ventricle size based on FOHR in patients with prenatal MMC repair was significantly larger than that in the age-matched control group (p < 0.001). Statistically significant group difference in DTI (lower FA and higher MD in patient group) was found in gCC (p = 0.007 and 0.003, respectively). A trend level increase in MD was also found (p = 0.065) in PLIC in patients when compared with the age-matched controls. CONCLUSION Our data showed white matter abnormality based on DTI in pediatric patient with fetal repair for MMC. The sensitivity of DTI in detecting white matter abnormality, as shown in the present study, may help to serve as an imaging biomarker for assessing hydrocephalus and improve and optimize decision making for the treatment of hydrocephalus in this patient population.
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Affiliation(s)
- Francesco T Mangano
- Division of Pediatric Neurosurgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Charles B Stevenson
- Division of Pediatric Neurosurgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Usha Nagaraj
- University of Cincinnati College of Medicine, Cincinnati, OH, USA.,Division of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Adam Conley
- Specialty Pediatric Center, Children's Hospital & Medical Center, Omaha, NE, USA
| | - Weihong Yuan
- University of Cincinnati College of Medicine, Cincinnati, OH, USA. .,Pediatric Neuroimaging Research Consortium, Division of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5033, Cincinnati, OH, 45229, USA.
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10
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Automatic volumetry of cerebrospinal fluid and brain volume in severe paediatric hydrocephalus, implementation and clinical course after intervention. Acta Neurochir (Wien) 2020; 162:23-30. [PMID: 31768752 DOI: 10.1007/s00701-019-04143-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2019] [Accepted: 11/06/2019] [Indexed: 01/14/2023]
Abstract
BACKGROUND In childhood hydrocephalus, both the amount of cerebrospinal fluid and the brain volume are relevant for the prognosis of the development and for therapy monitoring. Since classical planar measurements of ventricular size are subject to strong limitations, imprecise and neglect brain volume, 3D volumetry is most desirable. We used and evaluated the robust segmentation algorithms of the freely available FSL-toolbox in paediatric hydrocephalus patients before and after specific therapy. METHODS Retrospectively 76 pre- and postoperative high-resolution T2-weighted MRI sequences (true FISP, 1 mm isovoxel) were analyzed in 38 patients with paediatric hydrocephalus (mean 4.4 ± 5.1 years) who underwent surgical treatment (ventriculo-peritoneal (VP) shunt n = 22, endoscopic third ventriculostomy (ETV) n = 16). After preprocessing, the 3D-datasets were skull stripped to estimate the inner skull surface. Following, a 2 class segmentation into different tissue types (brain matter and CSF) was performed. The volumes of CSF and brain were calculated. RESULTS The method could be implemented in an automated fashion in all 76 MRIs. In the VP shunt cohort, the amount of CSF (p < 0.001) decreased. Consecutively brain volume increased significantly (p < 0.001). Following ETV, CSF volume (p = 0.019) decreased significantly (p = 0.012) although the reduction was less pronounced than after shunt implantation. Brain volume expanded (p = 0.02). CONCLUSION A reliable automated segmentation of CSF and brain could be performed with the implemented algorithm. The method was able to track changes after therapy and detected significant differences in CSF and brain volumes after shunting and after ETV.
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11
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Li Y, Tan Z, Wang Y, Wang Y, Li D, Chen Q, Huang W. Detection of differentiated changes in gray matter in children with progressive hydrocephalus and chronic compensated hydrocephalus using voxel-based morphometry and machine learning. Anat Rec (Hoboken) 2019; 303:2235-2247. [PMID: 31654555 DOI: 10.1002/ar.24306] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Revised: 08/31/2019] [Accepted: 09/22/2019] [Indexed: 12/22/2022]
Abstract
Currently, no neuroimaging study has reported the detection of specific imaging biomarkers that distinguish the progressive hydrocephalus (PH) and chronic compensated hydrocephalus (CH). Our main focus is to evaluate the different structural changes in classifying the two types of hydrocephalus children. Twenty-two children with hydrocephalus (12 PHs and 10 CHs) and 30 age-matched healthy controls were enrolled and the T1-weighted imaging was collected in the study. A customized voxel-based morphometry (VBM) approach and support vector machine (SVM) were combined to investigate the structural changes and group classification. Comparing with the controls and CH, PH groups invariably showed a significant decrease of GM volume in the bilateral hippocampus/parahippocampus, insula, and motor-related areas. SVM applied to the GM volumes of bilateral hippocampus/parahippocampus, insula, and motor-related areas correctly identified hydrocephalus children from normal controls with a statistically significant accuracy of 88.46% (p ≤ .001). In addition, SVM applied to GM volumes of the same regions correctly identified PH from CH with a statistically significant accuracy of 77.27% (p ≤ .009). Using VBM analysis, we characterized and visualized the GM changes in children with hydrocephalus. Machine learning results further confirmed that a significant decrease of the bilateral hippocampus/parahippocampus, insula, and motor-related GM volume can serve as a specific neuroimaging index to distinguish the children with PH from the children with CH and controls at individual. The findings could help to aid the identification of individuals with PH in clinical practice.
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Affiliation(s)
- Yongxin Li
- Formula-pattern Research Center, School of Traditional Chinese Medicine, Jinan University, Guangzhou, China
| | - Zhen Tan
- Health Management Center, Shenzhen University General Hospital, Shenzhen University Clinical Medical Academy, Shenzhen, China
| | - Ya Wang
- Guangdong Provincial Key Laboratory of Medical Biomechanics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Yanfang Wang
- Guangdong Provincial Key Laboratory of Medical Biomechanics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Ding Li
- Guangdong Provincial Key Laboratory of Medical Biomechanics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
| | - Qian Chen
- Department of Pediatric Neurosurgery, Shenzhen Children's Hospital, Shenzhen, China
| | - Wenhua Huang
- Guangdong Provincial Key Laboratory of Medical Biomechanics, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China
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12
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Emmert AS, Vuong SM, Shula C, Lindquist D, Yuan W, Hu YC, Mangano FT, Goto J. Characterization of a novel rat model of X-linked hydrocephalus by CRISPR-mediated mutation in L1cam. J Neurosurg 2019; 132:945-958. [PMID: 30738385 DOI: 10.3171/2018.10.jns181015] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Accepted: 10/04/2018] [Indexed: 01/29/2023]
Abstract
OBJECTIVE Emergence of CRISPR/Cas9 genome editing provides a robust method for gene targeting in a variety of cell types, including fertilized rat embryos. The authors used this method to generate a transgenic rat L1cam knockout model of X-linked hydrocephalus (XLH) with human genetic etiology. The object of this study was to use diffusion tensor imaging (DTI) in studying perivascular white matter tract injury in the rat model and to characterize its pathological definition in histology. METHODS Two guide RNAs designed to disrupt exon 4 of the L1cam gene on the X chromosome were injected into Sprague-Dawley rat embryos. Following embryo transfer into pseudopregnant females, rats were born and their DNA was sequenced for evidence of L1cam mutation. The mutant and control wild-type rats were monitored for growth and hydrocephalus phenotypes. Their macro- and microbrain structures were studied with T2-weighted MRI, DTI, immunohistochemistry, and transmission electron microscopy (TEM). RESULTS The authors successfully obtained 2 independent L1cam knockout alleles and 1 missense mutant allele. Hemizygous male mutants from all 3 alleles developed hydrocephalus and delayed development. Significant reductions in fractional anisotropy and axial diffusivity were observed in the corpus callosum, external capsule, and internal capsule at 3 months of age. The mutant rats did not show reactive gliosis by then but exhibited hypomyelination and increased extracellular fluid in the corpus callosum. CONCLUSIONS The CRISPR/Cas9-mediated genome editing system can be harnessed to efficiently disrupt the L1cam gene in rats for creation of a larger XLH animal model than previously available. This study provides evidence that the early pathology of the periventricular white matter tracts in hydrocephalus can be detected in DTI. Furthermore, TEM-based morphometric analysis of the corpus callosum elucidates the underlying cytopathological changes accompanying hydrocephalus-derived variations in DTI. The CRISPR/Cas9 system offers opportunities to explore novel surgical and imaging techniques on larger mammalian models.
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Affiliation(s)
| | | | | | - Diana Lindquist
- 3Radiology, Cincinnati Children's Hospital Medical Center; and
| | - Weihong Yuan
- 3Radiology, Cincinnati Children's Hospital Medical Center; and.,4University of Cincinnati College of Medicine, Cincinnati, Ohio
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13
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Koschnitzky JE, Keep RF, Limbrick DD, McAllister JP, Morris JA, Strahle J, Yung YC. Opportunities in posthemorrhagic hydrocephalus research: outcomes of the Hydrocephalus Association Posthemorrhagic Hydrocephalus Workshop. Fluids Barriers CNS 2018; 15:11. [PMID: 29587767 PMCID: PMC5870202 DOI: 10.1186/s12987-018-0096-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Accepted: 03/09/2018] [Indexed: 12/19/2022] Open
Abstract
The Hydrocephalus Association Posthemorrhagic Hydrocephalus Workshop was held on July 25 and 26, 2016 at the National Institutes of Health. The workshop brought together a diverse group of researchers including pediatric neurosurgeons, neurologists, and neuropsychologists with scientists in the fields of brain injury and development, cerebrospinal and interstitial fluid dynamics, and the blood-brain and blood-CSF barriers. The goals of the workshop were to identify areas of opportunity in posthemorrhagic hydrocephalus research and encourage scientific collaboration across a diverse set of fields. This report details the major themes discussed during the workshop and research opportunities identified for posthemorrhagic hydrocephalus. The primary areas include (1) preventing intraventricular hemorrhage, (2) stopping primary and secondary brain damage, (3) preventing hydrocephalus, (4) repairing brain damage, and (5) improving neurodevelopment outcomes in posthemorrhagic hydrocephalus.
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Affiliation(s)
| | - Richard F. Keep
- University of Michigan, 1500 East Medical Center Drive, Ann Arbor, MI 48109 USA
| | - David D. Limbrick
- Washington University in St. Louis School of Medicine, 660 S. Euclid Ave, St. Louis, MO 63110 USA
| | - James P. McAllister
- Washington University in St. Louis School of Medicine, 660 S. Euclid Ave, St. Louis, MO 63110 USA
| | - Jill A. Morris
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Neuroscience Center, 6001 Executive Blvd, NSC Rm 2112, Bethesda, MD 20892 USA
| | - Jennifer Strahle
- Washington University in St. Louis School of Medicine, 660 S. Euclid Ave, St. Louis, MO 63110 USA
| | - Yun C. Yung
- Sanford Burnham Prebys Medical Discovery Institute, 10901 North Torrey Pines Rd., Building 7, La Jolla, CA 92037 USA
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14
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Zhao C, Li Y, Cao W, Xiang K, Zhang H, Yang J, Gan Y. Diffusion tensor imaging detects early brain microstructure changes before and after ventriculoperitoneal shunt in children with high intracranial pressure hydrocephalus. Medicine (Baltimore) 2016; 95:e5063. [PMID: 27759635 PMCID: PMC5079319 DOI: 10.1097/md.0000000000005063] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
To explore the use of diffusion tensor imaging (DTI) parameters in the quantitative assessment of early brain microstructure changes before and after ventriculoperitoneal shunt in children with high intracranial pressure hydrocephalus.Ten patients with communicating hydrocephalus (age: 2-36 months) and 14 age-/gender-matched controls (age: 2-36 months) were enrolled in this study. All patients underwent the ventriculoperitoneal shunt procedure. The imaging data were collected before and 3 months after the operation. Regions of interests (ROIs) included the white matter near the frontal horn of the lateral ventricles (FHLV), the occipital horn of the lateral ventricles (OHLV), occipital subcortical (OS) area, frontal subcortical (FS) area, and thalamus. Fractional anisotropies (FA) and apparent diffusion coefficients (ADC) of the ROIs before and after ventriculoperitoneal shunt were compared between the patients and the controls.Three months after surgery, the patients recovered from the surgery with ameliorated intracranial pressure and slight improvement of clinical intelligence scale and motor scale. Before ventriculoperitoneal shunt, the FA values (except the right FHLV) were significantly decreased and the ADC values were significantly increased in the patients with hydrocephalus, compared with the controls. After the ventriculoperitoneal shunt, the FA values in the FHLV and OHLV of the patients were similar to the controls, but the FA values in other ROIs were still significantly lower than controls. The ADC values in the FS and OS white matter areas of the patients were similar to the controls; however, the ADC values in other ROIs were still significantly higher in patients.The increase of FA and the reduction in ADC in the ROIs preceded the clinical function improvement in patients with high intracranial pressure hydrocephalus and reflected the early changes in brain tissue microstructure, such as the compression of the white matter areas in the ROIs.
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Affiliation(s)
- Cailei Zhao
- Department of Radiology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an
- Department of Radiology, Shenzhen Children's Hospital, Shenzhen
- The Key Laboratory of Biomedical Information Engineering, Ministry of Education, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an
| | - Yongxin Li
- Institute of Clinical Anatomy, School of Basic Medical Sciences, Southern Medical University, Guangzhou
| | - Weiguo Cao
- Department of Radiology, Shenzhen Children's Hospital, Shenzhen
| | - Kui Xiang
- Department of Radiology, Shenzhen Children's Hospital, Shenzhen
| | - Heye Zhang
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Jian Yang
- Department of Radiology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an
- Correspondence: Jian Yang, Department of Radiology, The First Affiliated Hospital of Xi’an Jiaotong University, No. 277, Yantaxi Road, Xi’an 710061, China (e-mail: ); Yungen Gan, Department of Radiology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Shenzhen 518038, China (e-mail: )
| | - Yungen Gan
- Department of Radiology, Shenzhen Children's Hospital, Shenzhen
- Correspondence: Jian Yang, Department of Radiology, The First Affiliated Hospital of Xi’an Jiaotong University, No. 277, Yantaxi Road, Xi’an 710061, China (e-mail: ); Yungen Gan, Department of Radiology, Shenzhen Children's Hospital, No. 7019, Yitian Road, Shenzhen 518038, China (e-mail: )
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15
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Mangano FT, Altaye M, McKinstry RC, Shimony JS, Powell SK, Phillips JM, Barnard H, Limbrick DD, Holland SK, Jones BV, Dodd J, Simpson S, Deanna M, Rajagopal A, Bidwell S, Yuan W. Diffusion tensor imaging study of pediatric patients with congenital hydrocephalus: 1-year postsurgical outcomes. J Neurosurg Pediatr 2016; 18:306-19. [PMID: 27203134 PMCID: PMC5035704 DOI: 10.3171/2016.2.peds15628] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
OBJECTIVE The purpose of this study was to investigate white matter (WM) structural abnormalities using diffusion tensor imaging (DTI) in children with hydrocephalus before CSF diversionary surgery (including ventriculoperitoneal shunt insertion and endoscopic third ventriculostomy) and during the course of recovery after surgery in association with neuropsychological and behavioral outcome. METHODS This prospective study included 54 pediatric patients with congenital hydrocephalus (21 female, 33 male; age range 0.03-194.5 months) who underwent surgery and 64 normal controls (30 female, 34 male; age range 0.30-197.75 months). DTI and neurodevelopmental outcome data were collected once in the control group and 3 times (preoperatively and at 3 and 12 months postoperatively) in the patients with hydrocephalus. DTI measures, including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) values were extracted from the genu of the corpus callosum (gCC) and the posterior limb of internal capsule (PLIC). Group analysis was performed first cross-sectionally to quantify DTI abnormalities at 3 time points by comparing the data obtained in the hydrocephalus group for each of the 3 time points to data obtained in the controls. Longitudinal comparisons were conducted pairwise between different time points in patients whose data were acquired at multiple time points. Neurodevelopmental data were collected and analyzed using the Adaptive Behavior Assessment System, Second Edition, and the Bayley Scales of Infant Development, Third Edition. Correlation analyses were performed between DTI and behavioral measures. RESULTS Significant DTI abnormalities were found in the hydrocephalus patients in both the gCC (lower FA and higher MD, AD, and RD) and the PLIC (higher FA, lower AD and RD) before surgery. The DTI measures in the gCC remained mostly abnormal at 3 and 12 months after surgery. The DTI abnormalities in the PLIC were significant in FA and AD at 3 months after surgery but did not persist when tested at 12 months after surgery. Significant longitudinal DTI changes in the patients with hydrocephalus were found in the gCC when findings at 3 and 12 months after surgery were compared. In the PLIC, trend-level longitudinal changes were observed between preoperative findings and 3-month postoperative findings, as well as between 3- and 12-month postoperative findings. Significant correlation between DTI and developmental outcome was found at all 3 time points. Notably, a significant correlation was found between DTI in the PLIC at 3 months after surgery and developmental outcome at 12 months after surgery. CONCLUSIONS The data showed significant WM abnormality based on DTI in both the gCC and the PLIC in patients with congenital hydrocephalus before surgery, and the abnormalities persisted in both the gCC and the PLIC at 3 months after surgery. The DTI values remained significantly abnormal in the gCC at 12 months after surgery. Longitudinal analysis showed signs of recovery in both WM structures between different time points. Combined with the significant correlation found between DTI and neuropsychological measures, the findings of this study suggest that DTI can serve as a sensitive imaging biomarker for underlying neuroanatomical changes and postsurgical developmental outcome and even as a predictor for future outcomes.
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Affiliation(s)
- Francesco T. Mangano
- Division of Pediatric Neurosurgery, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Mekibib Altaye
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Robert C. McKinstry
- Mallinckrodt Institute of Radiology, Saint Louis, MO,Washington University School of Medicine, Saint Louis, MO
| | - Joshua S. Shimony
- Mallinckrodt Institute of Radiology, Saint Louis, MO,Washington University School of Medicine, Saint Louis, MO
| | - Stephanie K. Powell
- Department of Neurology, Saint Louis, MO,Washington University School of Medicine, Saint Louis, MO,Department of Psychology, St. Louis Children’s Hospital, St. Louis, MO
| | - Jannel M. Phillips
- Division of Developmental and Behavioral Pediatrics – Psychology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Holly Barnard
- Division of Developmental and Behavioral Pediatrics – Psychology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - David D. Limbrick
- Department of Neurological Surgery, Saint Louis, MO,Washington University School of Medicine, Saint Louis, MO
| | - Scott K. Holland
- Department of Radiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Blaise V. Jones
- Department of Radiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,University of Cincinnati College of Medicine, Cincinnati, Ohio
| | - Jonathon Dodd
- Department of Neurology, Saint Louis, MO,Washington University School of Medicine, Saint Louis, MO,Department of Psychology, St. Louis Children’s Hospital, St. Louis, MO
| | - Sarah Simpson
- Department of Radiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Mercer Deanna
- Department of Neurological Surgery, Saint Louis, MO,Washington University School of Medicine, Saint Louis, MO
| | | | - Sarah Bidwell
- Department of Radiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Weihong Yuan
- Department of Radiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio,University of Cincinnati College of Medicine, Cincinnati, Ohio
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16
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Aojula A, Botfield H, McAllister JP, Gonzalez AM, Abdullah O, Logan A, Sinclair A. Diffusion tensor imaging with direct cytopathological validation: characterisation of decorin treatment in experimental juvenile communicating hydrocephalus. Fluids Barriers CNS 2016; 13:9. [PMID: 27246837 PMCID: PMC4888658 DOI: 10.1186/s12987-016-0033-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 05/20/2016] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND In an effort to develop novel treatments for communicating hydrocephalus, we have shown previously that the transforming growth factor-β antagonist, decorin, inhibits subarachnoid fibrosis mediated ventriculomegaly; however decorin's ability to prevent cerebral cytopathology in communicating hydrocephalus has not been fully examined. Furthermore, the capacity for diffusion tensor imaging to act as a proxy measure of cerebral pathology in multiple sclerosis and spinal cord injury has recently been demonstrated. However, the use of diffusion tensor imaging to investigate cytopathological changes in communicating hydrocephalus is yet to occur. Hence, this study aimed to determine whether decorin treatment influences alterations in diffusion tensor imaging parameters and cytopathology in experimental communicating hydrocephalus. Moreover, the study also explored whether diffusion tensor imaging parameters correlate with cellular pathology in communicating hydrocephalus. METHODS Accordingly, communicating hydrocephalus was induced by injecting kaolin into the basal cisterns in 3-week old rats followed immediately by 14 days of continuous intraventricular delivery of either human recombinant decorin (n = 5) or vehicle (n = 6). Four rats remained as intact controls and a further four rats served as kaolin only controls. At 14-days post-kaolin, just prior to sacrifice, routine magnetic resonance imaging and magnetic resonance diffusion tensor imaging was conducted and the mean diffusivity, fractional anisotropy, radial and axial diffusivity of seven cerebral regions were assessed by voxel-based analysis in the corpus callosum, periventricular white matter, caudal internal capsule, CA1 hippocampus, and outer and inner parietal cortex. Myelin integrity, gliosis and aquaporin-4 levels were evaluated by post-mortem immunohistochemistry in the CA3 hippocampus and in the caudal brain of the same cerebral structures analysed by diffusion tensor imaging. RESULTS Decorin significantly decreased myelin damage in the caudal internal capsule and prevented caudal periventricular white matter oedema and astrogliosis. Furthermore, decorin treatment prevented the increase in caudal periventricular white matter mean diffusivity (p = 0.032) as well as caudal corpus callosum axial diffusivity (p = 0.004) and radial diffusivity (p = 0.034). Furthermore, diffusion tensor imaging parameters correlated primarily with periventricular white matter astrocyte and aquaporin-4 levels. CONCLUSIONS Overall, these findings suggest that decorin has the therapeutic potential to reduce white matter cytopathology in hydrocephalus. Moreover, diffusion tensor imaging is a useful tool to provide surrogate measures of periventricular white matter pathology in communicating hydrocephalus.
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Affiliation(s)
- Anuriti Aojula
- />Institute of Metabolism and Systems Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
- />Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, B15 2TH UK
- />Neurotrauma, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
| | - Hannah Botfield
- />Institute of Metabolism and Systems Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
- />Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, B15 2TH UK
- />Neurotrauma, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
| | - James Patterson McAllister
- />Department of Neurosurgery, Division of Pediatric Neurosurgery at the Washington University School of Medicine and the Saint Louis Children’s Hospital, St. Louis, MO 63110 USA
| | - Ana Maria Gonzalez
- />Institute of Metabolism and Systems Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
- />Neurotrauma, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
| | - Osama Abdullah
- />Department of Bioengineering, University of Utah, Salt Lake City, UT 84112 USA
| | - Ann Logan
- />Department of Bioengineering, University of Utah, Salt Lake City, UT 84112 USA
- />Neurotrauma, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
| | - Alexandra Sinclair
- />Institute of Metabolism and Systems Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
- />Centre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, B15 2TH UK
- />Neurotrauma, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT UK
- />Department of Neurology, University Hospitals Birmingham NHS Foundation Trust, Birmingham, B15 2TH UK
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17
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Jugé L, Pong AC, Bongers A, Sinkus R, Bilston LE, Cheng S. Changes in Rat Brain Tissue Microstructure and Stiffness during the Development of Experimental Obstructive Hydrocephalus. PLoS One 2016; 11:e0148652. [PMID: 26848844 PMCID: PMC4743852 DOI: 10.1371/journal.pone.0148652] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2015] [Accepted: 01/21/2016] [Indexed: 11/18/2022] Open
Abstract
Understanding neural injury in hydrocephalus and how the brain changes during the course of the disease in-vivo remain unclear. This study describes brain deformation, microstructural and mechanical properties changes during obstructive hydrocephalus development in a rat model using multimodal magnetic resonance (MR) imaging. Hydrocephalus was induced in eight Sprague-Dawley rats (4 weeks old) by injecting a kaolin suspension into the cisterna magna. Six sham-injected rats were used as controls. MR imaging (9.4T, Bruker) was performed 1 day before, and at 3, 7 and 16 days post injection. T2-weighted MR images were collected to quantify brain deformation. MR elastography was used to measure brain stiffness, and diffusion tensor imaging (DTI) was conducted to observe brain tissue microstructure. Results showed that the enlargement of the ventricular system was associated with a decrease in the cortical gray matter thickness and caudate-putamen cross-sectional area (P < 0.001, for both), an alteration of the corpus callosum and periventricular white matter microstructure (CC+PVWM) and rearrangement of the cortical gray matter microstructure (P < 0.001, for both), while compression without gross microstructural alteration was evident in the caudate-putamen and ventral internal capsule (P < 0.001, for both). During hydrocephalus development, increased space between the white matter tracts was observed in the CC+PVWM (P < 0.001), while a decrease in space was observed for the ventral internal capsule (P < 0.001). For the cortical gray matter, an increase in extracellular tissue water was significantly associated with a decrease in tissue stiffness (P = 0.001). To conclude, this study characterizes the temporal changes in tissue microstructure, water content and stiffness in different brain regions and their association with ventricular enlargement. In summary, whilst diffusion changes were larger and statistically significant for majority of the brain regions studied, the changes in mechanical properties were modest. Moreover, the effect of ventricular enlargement is not limited to the CC+PVWM and ventral internal capsule, the extent of microstructural changes vary between brain regions, and there is regional and temporal variation in brain tissue stiffness during hydrocephalus development.
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Affiliation(s)
- Lauriane Jugé
- Neuroscience Research Australia, Margarete Ainsworth Building, Randwick, Australia
- University of New South Wales, School of Medical Sciences, Wallace Wurth Building, Kensington, Australia
| | - Alice C. Pong
- Neuroscience Research Australia, Margarete Ainsworth Building, Randwick, Australia
| | - Andre Bongers
- University of New South Wales, Biological Resources Imaging Laboratory, Lowy Cancer Research Centre, Kensington, Australia
| | - Ralph Sinkus
- King’s College London, Chair in Biomedical Engineering, Imaging Sciences & Biomedical Engineering Division Kings College, St. Thomas’ Hospital, London, United Kingdom
| | - Lynne E. Bilston
- Neuroscience Research Australia, Margarete Ainsworth Building, Randwick, Australia
- University of New South Wales, Prince of Wales Clinical School, Edmund Blacket Building, Kensington, Australia
| | - Shaokoon Cheng
- Neuroscience Research Australia, Margarete Ainsworth Building, Randwick, Australia
- Macquarie University, Department of Engineering, Faculty of Science, Macquarie University, Sydney, Australia
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18
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Mehrabian A, Abousleiman YN, Mapstone TB, El-Amm CA. Dual-porosity poroviscoelasticity and quantitative hydromechanical characterization of the brain tissue with experimental hydrocephalus data. J Theor Biol 2015; 384:19-32. [PMID: 26277735 DOI: 10.1016/j.jtbi.2015.08.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2014] [Revised: 07/31/2015] [Accepted: 08/03/2015] [Indexed: 12/30/2022]
Abstract
Hydromechanical brain models often involve constitutive relations which must account for soft tissue deformation and creep, together with the interstitial fluid movement and exchange through capillaries. The interaction of rather unknown mechanisms which produce, absorb, and circulate the cerebrospinal fluid within the central nervous system can further add to their complexity. Once proper models for these phenomena or processes are selected, estimation of the associated parameters could be even more challenging. This paper presents the results of a consistent, coupled poroviscoelastic modeling and characterization of the brain tissue as a dual-porosity system. The model draws from Biot's theory of poroviscoelasticity, and adopts the generalized Kelvin's rheological description of the viscoelastic tissue behavior. While the interstitial space serves as the primary porosity through which the bulk flow of the interstitial fluid occurs, a secondary porosity network comprising the capillaries and venous system allows for its partial absorption into the blood. The correspondence principle is used in deriving a time-dependent analytical solution to the proposed model. It allows for identical poroelastic formulation of the original poroviscoelastic problem in the Laplace transform space. Hydrocephalus generally refers to a class of medical conditions which share the ventricles enlargement as a common feature. A set of published data from induced hydrocephalus and follow-up perfusion of cats' brains is used for quantitative characterization of the proposed model. A selected portion of these data including the ventricular volume and rate of fluid absorption from the perfused brain, together with the forward model solution, is utilized via an inverse problem technique to find proper estimations of the model parameters. Results show significant improvement in model predictions of the experimental data. The convoluted and coupled solution results are presented through the time-dependent plots of the ventricular volume undergoing the perfusion experiment. The plots demonstrate the intricate interplay of viscous and poroelastic diffusive time scales, and their competition in reaching the steady state response of the system.
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Affiliation(s)
- Amin Mehrabian
- PoroMechanics Institute, Mewbourne School of Petroleum and Geological Engineering, University of Oklahoma, Norman, OK 73019
| | - Younane N Abousleiman
- Mewbourne School of Petroleum and Geological Engineering, School of Geology and Geophysics, School of Civil Engineering and Environmental Science, PoroMechanics Institute, University of Oklahoma, Norman, OK 73019.
| | - Timothy B Mapstone
- School of Medicine and Department of Neurosurgery, University of Oklahoma, Oklahoma City, OK 73104
| | - Christian A El-Amm
- Section of Plastic and Reconstructive Surgery, Department of Surgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104
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19
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Shevtsov MA, Senkevich KA, Kim AV, Gerasimova KA, Trofimova TN, Kataeva GV, Medvedev SV, Smirnova OI, Savintseva ZI, Martynova MG, Bystrova OA, Pitkin E, Yukina GY, Khachatryan WA. Changes of fractional anisotropy (FA) and apparent diffusion coefficient (ADC) in the model of experimental acute hydrocephalus in rabbits. Acta Neurochir (Wien) 2015; 157:689-98; discussion 698. [PMID: 25591802 DOI: 10.1007/s00701-014-2339-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 12/27/2014] [Indexed: 12/30/2022]
Abstract
BACKGROUND To study the integrity of white matter, we investigated the correlation between the changes in neuroradiological and morphological parameters in an animal model of acute obstructive hydrocephalus. METHODS Hydrocephalus was induced in New Zealand rabbits (n = 10) by stereotactic injection of kaolin into the lateral ventricles. Control animals received saline in place of kaolin (n = 10). The progression of hydrocephalus was assessed using magnetic resonance imaging. Regional fractional anisotropy (FA) and the apparent diffusion coefficient (ADC) were measured in several white matter regions before and after the infusion of kaolin. Morphology of myelinated nerve fibers as well as of the blood-brain barrier were studied with the help of transmission electron microscopy (TEM) and light microscopy. RESULTS Compared with control animals, kaolin injection into the ventricles resulted in a dramatic increase in ventricular volume with compression of basal cisterns, brain shift and periventricular edema (as observed on magnetic resonance imaging [MRI]). The values of ADC in the periventricular and periaqueductal areas significantly increased in the experimental group (P < 0.05). FA decreased by a factor of 2 in the zones of periventricular, periaqueductal white matter and corpus collosum. Histological analysis demonstrated the impairment of the white matter and necrobiotic changes in the cortex. Microsctructural alterations of the myelin fibers were further proved with the help of TEM. Blood-brain barrier ultrastructure assessment showed the loss of its integrity. CONCLUSIONS The study demonstrated the correlation of the neuroradiological parameters with morphological changes. The abnormality of the FA and ADC parameters in the obstructive hydrocephalus represents a significant implication for the diagnostics and management of hydrocephalus in patients.
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Affiliation(s)
- Maxim A Shevtsov
- A.L. Polenov Russian Scientific Research Institute of Neurosurgery, 191014, Mayakovsky str. 12, St. Petersburg, Russia,
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