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Deng Z, Tang J, Fang C, Zhang BH. Development and validation of a diagnostic prediction model for severe periventricular-intraventricular hemorrhage in newborns: insights from a retrospective analysis utilizing the MIMIC-III database. J Pediatr (Rio J) 2024; 100:327-334. [PMID: 38342483 PMCID: PMC11065675 DOI: 10.1016/j.jped.2023.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 12/27/2023] [Accepted: 12/28/2023] [Indexed: 02/13/2024] Open
Abstract
OBJECTIVE Periventricular-intraventricular hemorrhage is the most common type of intracranial bleeding in newborns, especially in the first 3 days after birth. Severe periventricular-intraventricular hemorrhage is considered a progression from mild periventricular-intraventricular hemorrhage and is often closely associated with severe neurological sequelae. However, no specific indicators are available to predict the progression from mild to severe periventricular-intraventricular in early admission. This study aims to establish an early diagnostic prediction model for severe PIVH. METHOD This study was a retrospective cohort study with data collected from the MIMIC-III (v1.4) database. Laboratory and clinical data collected within the first 24 h of NICU admission have been used as variables for both univariate and multivariate logistic regression analyses to construct a nomogram-based early prediction model for severe periventricular-intraventricular hemorrhage and subsequently validated. RESULTS A predictive model was established and represented by a nomogram, it comprised three variables: output, lowest platelet count and use of vasoactive drugs within 24 h of NICU admission. The model's predictive performance showed by the calculated area under the curve was 0.792, indicating good discriminatory power. The calibration plot demonstrated good calibration between observed and predicted outcomes, and the Hosmer-Lemeshow test showed high consistency (p = 0.990). Internal validation showed the calculated area under a curve of 0.788. CONCLUSIONS This severe PIVH predictive model, established by three easily obtainable indicators within the NICU, demonstrated good predictive ability. It offered a more user-friendly and convenient option for neonatologists.
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Affiliation(s)
- Zhiyue Deng
- Department of Neonatology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Jiaxin Tang
- Department of Neonatology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Chengzhi Fang
- Department of Neonatology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Bing-Hong Zhang
- Department of Neonatology, Renmin Hospital of Wuhan University, Wuhan, China.
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Atienza-Navarro I, Del Marco A, Alves-Martinez P, Garcia-Perez MDLA, Raya-Marin A, Benavente-Fernandez I, Gil C, Martinez A, Lubian-Lopez S, Garcia-Alloza M. Glycogen Synthase Kinase-3β Inhibitor VP3.15 Ameliorates Neurogenesis, Neuronal Loss and Cognitive Impairment in a Model of Germinal Matrix-intraventricular Hemorrhage of the Preterm Newborn. Transl Stroke Res 2024:10.1007/s12975-023-01229-2. [PMID: 38231413 DOI: 10.1007/s12975-023-01229-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/24/2023] [Accepted: 12/18/2023] [Indexed: 01/18/2024]
Abstract
Advances in neonatology have significantly reduced mortality rates due to prematurity. However, complications of prematurity have barely changed in recent decades. Germinal matrix-intraventricular hemorrhage (GM-IVH) is one of the most severe complications of prematurity, and these children are prone to suffer short- and long-term sequelae, including cerebral palsy, cognitive and motor impairments, or neuropsychiatric disorders. Nevertheless, GM-IVH has no successful treatment. VP3.15 is a small, heterocyclic molecule of the 5-imino-1,2,4-thiadiazole family with a dual action as a phosphodiesterase 7 and glycogen synthase kinase-3β (GSK-3β) inhibitor. VP3.15 reduces neuroinflammation and neuronal loss in other neurodegenerative disorders and might ameliorate complications associated with GM-IVH. We administered VP3.15 to a mouse model of GM-IVH. VP3.15 reduces the presence of hemorrhages and microglia in the short (P14) and long (P110) term. It ameliorates brain atrophy and ventricle enlargement while limiting tau hyperphosphorylation and neuronal and myelin basic protein loss. VP3.15 also improves proliferation and neurogenesis as well as cognition after the insult. Interestingly, plasma gelsolin levels, a feasible biomarker of brain damage, improved after VP3.15 treatment. Altogether, our data support the beneficial effects of VP3.15 in GM-IVH by ameliorating brain neuroinflammatory, vascular and white matter damage, ultimately improving cognitive impairment associated with GM-IVH.
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Affiliation(s)
- Isabel Atienza-Navarro
- Division of Physiology, School of Medicine, University of Cadiz, C/Dr. Marañon 3, 3rd Floor, 11002, Cadiz, Spain
- Biomedical Research and Innovation Institute of Cadiz (INiBICA) Research Unit, Puerta del Mar University Hospital, Cadiz, Spain
| | - Angel Del Marco
- Division of Physiology, School of Medicine, University of Cadiz, C/Dr. Marañon 3, 3rd Floor, 11002, Cadiz, Spain
- Biomedical Research and Innovation Institute of Cadiz (INiBICA) Research Unit, Puerta del Mar University Hospital, Cadiz, Spain
| | - Pilar Alves-Martinez
- Division of Physiology, School of Medicine, University of Cadiz, C/Dr. Marañon 3, 3rd Floor, 11002, Cadiz, Spain
- Biomedical Research and Innovation Institute of Cadiz (INiBICA) Research Unit, Puerta del Mar University Hospital, Cadiz, Spain
| | | | - Alvaro Raya-Marin
- Biomedical Research and Innovation Institute of Cadiz (INiBICA) Research Unit, Puerta del Mar University Hospital, Cadiz, Spain
| | - Isabel Benavente-Fernandez
- Area of Pediatrics, Department of Child and Mother Health and Radiology, School of Medicine, University of Cadiz, Cadiz, Spain
- Section of Neonatology, Division of Pediatrics, Puerta del Mar University Hospital, Avda. Ana de Viya sn, 11007, Cadiz, Spain
| | - Carmen Gil
- Centro de Investigaciones, Biologicas Margarita Salas-CSIC, Ramiro de Maeztu 9, 28040, Madrid, Spain
| | - Ana Martinez
- Centro de Investigaciones, Biologicas Margarita Salas-CSIC, Ramiro de Maeztu 9, 28040, Madrid, Spain
- Centro de Investigaciones Biomedicas en Red en Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, Avda. Monforte de Lemos 3-5, 28029, Madrid, Spain
| | - Simon Lubian-Lopez
- Area of Pediatrics, Department of Child and Mother Health and Radiology, School of Medicine, University of Cadiz, Cadiz, Spain.
- Section of Neonatology, Division of Pediatrics, Puerta del Mar University Hospital, Avda. Ana de Viya sn, 11007, Cadiz, Spain.
| | - Monica Garcia-Alloza
- Division of Physiology, School of Medicine, University of Cadiz, C/Dr. Marañon 3, 3rd Floor, 11002, Cadiz, Spain.
- Biomedical Research and Innovation Institute of Cadiz (INiBICA) Research Unit, Puerta del Mar University Hospital, Cadiz, Spain.
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Jiang L, Yu Q, Wang F, Wu M, Liu F, Fu M, Gao J, Feng X, Zhang L, Xu Z. The role of blood pressure variability indicators combined with cerebral blood flow parameters in predicting intraventricular hemorrhage in very low birth weight preterm infants. Front Pediatr 2023; 11:1241809. [PMID: 37876522 PMCID: PMC10590921 DOI: 10.3389/fped.2023.1241809] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 09/22/2023] [Indexed: 10/26/2023] Open
Abstract
Background Hemodynamic instability is the main factor responsible for the development of intraventricular hemorrhage (IVH) in premature newborns. Herein, we evaluated the predictive ability of blood pressure variability (BPV) and anterior cerebral artery (ACA) blood flow parameters in IVH in premature infants with gestational age (GA) ≤32 weeks and birth weight (BW) ≤ 1,500 g. Methods Preterm infants with GA ≤32 weeks and BW ≤ 1,500 g admitted to the neonatal intensive care unit (NICU) of the hospital affiliated to Yangzhou University from January 2020 to January 2023 were selected as the research subjects. All preterm infants were admitted within 1 h after birth, and systolic blood pressure (SBP), diastolic blood pressure (DBP), and mean arterial blood pressure (MABP) were monitored at 1-h intervals. The difference between maximum and minimum values (max-min), standard deviation (SD), coefficient of variation (CV), and successive variation (SV) were used as BPV indicators. On the 1st, 3rd, and 7th day after birth, transcranial ultrasound examination was performed to screen for the occurrence of IVH. On the 24 ± 1 h after birth, systolic velocity (Vs), diastolic velocity (Vd), and resistance index (RI) of the ACA were measured simultaneously. Preterm infants were divided into the IVH group and non-IVH group based on the results of transcranial ultrasound examination, and the correlation between BPV indicators, ACA blood flow parameters, and development of IVH was analyzed. Results A total of 92 premature infants were enrolled, including 49 in the IVH group and 43 in the non-IVH group. There was no statistically significant difference in baseline characteristics such as BW, GA, sex, and perinatal medical history between the two groups of preterm infants (P > 0.05). The SBP SD (OR: 1.480, 95%CI: 1.020-2.147) and ACA-RI (OR: 3.027, 95%CI: 2.769-3.591) were independent risk factors for IVH in premature newborns. The sensitivity and specificity of combined detection of SBP SD and ACA-RI in predicting IVH were 61.2% and 79.1%, respectively. Conclusion High BPV and ACA-RI are related to IVH in premature infants with GA ≤32 w and BW ≤1,500 g. Combined detection of SBP SD and ACA-RI has a certain predictive effect on early identification of IVH.
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Affiliation(s)
- Lijun Jiang
- Department of Neonatology, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Qian Yu
- Department of Neonatology, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Fudong Wang
- Department of Neonatology, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Mingfu Wu
- Department of Neonatology, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Feng Liu
- Department of Neonatology, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Mingfeng Fu
- Department of Neonatology, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Junyan Gao
- Department of Neonatology, Affiliated Hospital of Yangzhou University, Yangzhou, China
| | - Xing Feng
- Department of Neonatology, Affiliated Children's Hospital of Soochow University, Suzhou, China
| | - Longfeng Zhang
- Department of Clinical Laboratory, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - Zhenxing Xu
- Department of Neonatology, Affiliated Hospital of Yangzhou University, Yangzhou, China
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Dawes W. Secondary Brain Injury Following Neonatal Intraventricular Hemorrhage: The Role of the Ciliated Ependyma. Front Pediatr 2022; 10:887606. [PMID: 35844746 PMCID: PMC9280684 DOI: 10.3389/fped.2022.887606] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 06/07/2022] [Indexed: 11/15/2022] Open
Abstract
Intraventricular hemorrhage is recognized as a leading cause of hydrocephalus in the developed world and a key determinant of neurodevelopmental outcome following premature birth. Even in the absence of haemorrhagic infarction or posthaemorrhagic hydrocephalus, there is increasing evidence of neuropsychiatric and neurodevelopmental sequelae. The pathophysiology underlying this injury is thought to be due to a primary destructive and secondary developmental insult, but the exact mechanisms remain elusive and this has resulted in a paucity of therapeutic interventions. The presence of blood within the cerebrospinal fluid results in the loss of the delicate neurohumoral gradient within the developing brain, adversely impacting on the tightly regulated temporal and spatial control of cell proliferation and migration of the neural stem progenitor cells within the subventricular zone. In addition, haemolysis of the erythrocytes, associated with the release of clotting factors and leucocytes into the cerebrospinal (CSF), results in a toxic and inflammatory CSF microenvironment which is harmful to the periventricular tissues, resulting in damage and denudation of the multiciliated ependymal cells which line the choroid plexus and ventricular system. The ependyma plays a critical role in the developing brain and beyond, acting as both a protector and gatekeeper to the underlying parenchyma, controlling influx and efflux across the CSF to brain interstitial fluid interface. In this review I explore the hypothesis that damage and denudation of the ependymal layer at this critical juncture in the developing brain, seen following IVH, may adversely impact on the brain microenvironment, exposing the underlying periventricular tissues to toxic and inflammatory CSF, further exacerbating disordered activity within the subventricular zone (SVZ). By understanding the impact that intraventricular hemorrhage has on the microenvironment within the CSF, and the consequences that this has on the multiciliated ependymal cells which line the neuraxis, we can begin to develop and test novel therapeutic interventions to mitigate damage and reduce the associated morbidity.
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Affiliation(s)
- William Dawes
- Alder Hey Children's Hospital, Liverpool, United Kingdom.,NIHR Great Ormond Street Hospital BRC, London, United Kingdom
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