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Smith D, Bastug K, Burgoine K, Broach JR, Hammershaimb EA, Hehnly C, Morton SU, Osman M, Schiff SJ, Ericson JE. A Systematic Review of Human Paenibacillus Infections and Comparison of Adult and Pediatric Cases. Pediatr Infect Dis J 2024:00006454-990000000-01132. [PMID: 39705610 DOI: 10.1097/inf.0000000000004668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2024]
Abstract
BACKGROUND Neonatal infections due to Paenibacillus species have increasingly been reported over the last few years. METHODS We performed a structured literature review of human Paenibacillus infections in pediatric and adult patients to compare the epidemiology of infections between these distinct patient populations. RESULTS Forty reports describing 177 infections were included. Two additional cases were brought to our attention by colleagues. There were 38 Paenibacillus infections occurring in adults caused by 23 species. The clinical presentations of infections were quite variable. In contrast, infections in infants were caused primarily by Paenibacillus thiaminolyticus (112/141, 79%). All the infants with Paenibacillus infection presented with sepsis syndrome or meningitis, often complicated by extensive cerebral destruction and hydrocephalus. Outcomes were commonly poor with 17% (24/141) mortality. Cystic encephalomalacia due to brain destruction was common in both Ugandan and American infant cases and 92/141 (65%) required surgical management of hydrocephalus following their infection. CONCLUSIONS Paenibacillus species seem to cause a clinical syndrome in infants characterized by brain abscesses, hydrocephalus and death. This contrasts with infection in adults, which is sporadic with only rare involvement of the central nervous system and very few deaths.
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Affiliation(s)
- Danielle Smith
- From the Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania
| | - Kristen Bastug
- Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | | | - James R Broach
- From the Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania
| | | | - Christine Hehnly
- Department of Pediatrics, Boston Children's Hospital and Harvard University, Boston, Massachusetts
| | - Sarah U Morton
- Department of Pediatrics, Boston Children's Hospital and Harvard University, Boston, Massachusetts
| | - Marwan Osman
- Department of Neurosurgery, Yale University, New Haven, Connecticut
| | - Steven J Schiff
- Department of Neurosurgery, Yale University, New Haven, Connecticut
| | - Jessica E Ericson
- From the Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania
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Kahle KT, Klinge PM, Koschnitzky JE, Kulkarni AV, MacAulay N, Robinson S, Schiff SJ, Strahle JM. Paediatric hydrocephalus. Nat Rev Dis Primers 2024; 10:35. [PMID: 38755194 DOI: 10.1038/s41572-024-00519-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/11/2024] [Indexed: 05/18/2024]
Abstract
Hydrocephalus is classically considered as a failure of cerebrospinal fluid (CSF) homeostasis that results in the active expansion of the cerebral ventricles. Infants with hydrocephalus can present with progressive increases in head circumference whereas older children often present with signs and symptoms of elevated intracranial pressure. Congenital hydrocephalus is present at or near birth and some cases have been linked to gene mutations that disrupt brain morphogenesis and alter the biomechanics of the CSF-brain interface. Acquired hydrocephalus can develop at any time after birth, is often caused by central nervous system infection or haemorrhage and has been associated with blockage of CSF pathways and inflammation-dependent dysregulation of CSF secretion and clearance. Treatments for hydrocephalus mainly include surgical CSF shunting or endoscopic third ventriculostomy with or without choroid plexus cauterization. In utero treatment of fetal hydrocephalus is possible via surgical closure of associated neural tube defects. Long-term outcomes for children with hydrocephalus vary widely and depend on intrinsic (genetic) and extrinsic factors. Advances in genomics, brain imaging and other technologies are beginning to refine the definition of hydrocephalus, increase precision of prognostication and identify nonsurgical treatment strategies.
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Affiliation(s)
- Kristopher T Kahle
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
- Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Department of Neurosurgery and Division of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.
| | - Petra M Klinge
- Department of Neurosurgery, Rhode Island Hospital, The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Jenna E Koschnitzky
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Abhaya V Kulkarni
- Division of Paediatric Neurosurgery, Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Nanna MacAulay
- Department of Neuroscience, University of Copenhagen, Copenhagen, Denmark
| | - Shenandoah Robinson
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Paediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Steven J Schiff
- Department of Neurosurgery, Yale University, New Haven, CT, USA
- Department of Epidemiology of Microbial Diseases, Yale University, New Haven, CT, USA
| | - Jennifer M Strahle
- Department of Neurosurgery, Washington University School of Medicine, Saint Louis, MO, USA
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Depta F, Pažitný M, Trebišovský M, Maďarová T, Deptová J. Infective endocarditis caused by Paenibacillus thiaminolyticus: a case report and review of literature. Eur Heart J Case Rep 2023; 7:ytad566. [PMID: 38034940 PMCID: PMC10686528 DOI: 10.1093/ehjcr/ytad566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 11/03/2023] [Accepted: 11/14/2023] [Indexed: 12/02/2023]
Abstract
Background Paenibacillus constitutes a genus of gram-positive, facultatively anaerobic, rod-shaped bacteria that act as potentially opportunistic pathogens. With only a few documented case studies to date, Paenibacillus species are rarely the cause of a disease in humans. Case summary We report a case involving a 64-year-old male with known mild mitral regurgitation, who presented with fever and dyspnoea. Initially treated with empirical antibiotics, his blood cultures cultivated Paenibacillus thiaminolyticus, a previously unreported cause of endocarditis. Transoesophageal echocardiography demonstrated vegetations on the both leaflets of mitral valve along with severe mitral regurgitation, thus confirming a diagnosis of endocarditis. The patient was referred for cardiac surgery; however, the procedure was delayed due to complications related to a known hepatic cyst and additionally contraction of COVID-19 infection. The patient subsequently underwent mitral valve replacement without complications. Discussion Because of its rarity, guidelines to recommend specific antibiotics to treat Paenibacillus infective endocarditis are absent. To confirm the pathogen, molecular methods such as mass spectrometry or 16S rRNA sequencing are required. Early targeted antibiotic therapy and cardiac surgery are warranted to achieve good clinical outcomes.
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Affiliation(s)
- Filip Depta
- Department of Critical Care, East Slovak Institute for Cardiovascular Diseases, Ondavská 8, Košice 040 11, Slovakia
- Medical Faculty, Pavol Jozef Šafárik University, Trieda SNP 1, Košice 040 11, Slovakia
| | - Martin Pažitný
- Department of Critical Care, East Slovak Institute for Cardiovascular Diseases, Ondavská 8, Košice 040 11, Slovakia
- Medical Faculty, Pavol Jozef Šafárik University, Trieda SNP 1, Košice 040 11, Slovakia
| | - Michal Trebišovský
- Medical Faculty, Pavol Jozef Šafárik University, Trieda SNP 1, Košice 040 11, Slovakia
- Department of Cardiac Surgery, East Slovak Institute for Cardiovascular Diseases, Košice, Slovakia
| | - Tatiana Maďarová
- Department of Cardiac Surgery, East Slovak Institute for Cardiovascular Diseases, Košice, Slovakia
- St.Elizabeth College of Health and Social Work, Námestia 1. mája 1, Bratislava 811 06, Slovakia
| | - Jana Deptová
- Medical Faculty, Pavol Jozef Šafárik University, Trieda SNP 1, Košice 040 11, Slovakia
- Department of Internal Medicine, Louis Pasteur University Hospital, Košice, Slovakia
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Morton SU, Hehnly C, Burgoine K, Ssentongo P, Ericson JE, Kumar MS, Hagmann C, Fronterre C, Smith J, Movassagh M, Streck N, Bebell LM, Bazira J, Kumbakumba E, Bajunirwe F, Mulondo R, Mbabazi-Kabachelor E, Nsubuga BK, Natukwatsa D, Nalule E, Magombe J, Erickson T, Ngonzi J, Ochora M, Olupot-Olupot P, Onen J, Ssenyonga P, Mugamba J, Warf BC, Kulkarni AV, Lane J, Whalen AJ, Zhang L, Sheldon K, Meier FA, Kiwanuka J, Broach JR, Paulson JN, Schiff SJ. Paenibacillus spp infection among infants with postinfectious hydrocephalus in Uganda: an observational case-control study. THE LANCET. MICROBE 2023; 4:e601-e611. [PMID: 37348522 PMCID: PMC10529524 DOI: 10.1016/s2666-5247(23)00106-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 03/02/2023] [Accepted: 03/15/2023] [Indexed: 06/24/2023]
Abstract
BACKGROUND Paenibacillus thiaminolyticus is a cause of postinfectious hydrocephalus among Ugandan infants. To determine whether Paenibacillus spp is a pathogen in neonatal sepsis, meningitis, and postinfectious hydrocephalus, we aimed to complete three separate studies of Ugandan infants. The first study was on peripartum prevalence of Paenibacillus in mother-newborn pairs. The second study assessed Paenibacillus in blood and cerebrospinal fluid (CSF) from neonates with sepsis. The third study assessed Paenibacillus in CSF from infants with hydrocephalus. METHODS In this observational study, we recruited mother-newborn pairs with and without maternal fever (mother-newborn cohort), neonates (aged ≤28 days) with sepsis (sepsis cohort), and infants (aged ≤90 days) with hydrocephalus with and without a history of neonatal sepsis and meningitis (hydrocephalus cohort) from three hospitals in Uganda between Jan 13, 2016 and Oct 2, 2019. We collected maternal blood, vaginal swabs, and placental samples and the cord from the mother-newborn pairs, and blood and CSF from neonates and infants. Bacterial content of infant CSF was characterised by 16S rDNA sequencing. We analysed all samples using quantitative PCR (qPCR) targeting either the Paenibacillus genus or Paenibacillus thiaminolyticus spp. We collected cranial ultrasound and computed tomography images in the subset of participants represented in more than one cohort. FINDINGS No Paenibacillus spp were detected in vaginal, maternal blood, placental, or cord blood specimens from the mother-newborn cohort by qPCR. Paenibacillus spp was detected in 6% (37 of 631 neonates) in the sepsis cohort and, of these, 14% (5 of 37 neonates) developed postinfectious hydrocephalus. Paenibacillus was the most enriched bacterial genera in postinfectious hydrocephalus CSF (91 [44%] of 209 patients) from the hydrocephalus cohort, with 16S showing 94% accuracy when validated by qPCR. Imaging showed progression from Paenibacillus spp-related meningitis to postinfectious hydrocephalus over 1-3 months. Patients with postinfectious hydrocephalus with Paenibacillus spp infections were geographically clustered. INTERPRETATION Paenibacillus spp causes neonatal sepsis and meningitis in Uganda and is the dominant cause of subsequent postinfectious hydrocephalus. There was no evidence of transplacental transmission, and geographical evidence was consistent with an environmental source of neonatal infection. Further work is needed to identify routes of infection and optimise treatment of neonatal Paenibacillus spp infection to lessen the burden of morbidity and mortality. FUNDING National Institutes of Health and Boston Children's Hospital Office of Faculty Development.
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Affiliation(s)
- Sarah U Morton
- Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, USA; Department of Pediatrics, Harvard Medical School, Boston, MA, USA.
| | - Christine Hehnly
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Kathy Burgoine
- Neonatal Unit, Department of Paediatrics and Child Health, Mbale Regional Referral Hospital, Mbale, Uganda; Institute of Translational Medicine, University of Liverpool, Liverpool, UK; Mbale Clinical Research Institute, Mbale Regional Referral Hospital, Mbale, Uganda; Busitema University, Busitema, Uganda
| | - Paddy Ssentongo
- Department of Medicine, The Pennsylvania State University College of Medicine, Hershey, PA, USA; Department of Public Health Sciences, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Jessica E Ericson
- Division of Pediatric Infectious Disease, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - M Senthil Kumar
- Department of Biostatistics, Harvard T H Chan School of Public Health and Department of Data Sciences, Dana Farber Cancer Institute, Boston, MA, USA
| | - Cornelia Hagmann
- Department of Neonatology and Intensive Care, University Children's Hospital Zurich, Zurich, Switzerland
| | - Claudio Fronterre
- Centre for Health Informatics, Computing, and Statistics, Lancaster University, Lancaster, UK
| | - Jasmine Smith
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Mercedeh Movassagh
- Department of Biostatistics, Harvard T H Chan School of Public Health and Department of Data Sciences, Dana Farber Cancer Institute, Boston, MA, USA
| | - Nicholas Streck
- Department of Pathology and Laboratory Medicine Division of Clinical Pathology, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Lisa M Bebell
- Division of Infectious Diseases, Department of Medicine, Center for Global Health, and Medical Practice Evaluation Center and Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Joel Bazira
- Department of Microbiology, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Elias Kumbakumba
- Department of Pediatrics, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Francis Bajunirwe
- Department of Epidemiology, Mbarara University of Science and Technology, Mbarara, Uganda
| | | | | | | | | | | | | | - Tim Erickson
- CURE Children's Hospital of Uganda, Mbale, Uganda
| | - Joseph Ngonzi
- Department of Obstetrics and Gynaecology, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Moses Ochora
- Department of Pediatrics, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Peter Olupot-Olupot
- Neonatal Unit, Department of Paediatrics and Child Health, Mbale Regional Referral Hospital, Mbale, Uganda; Mbale Clinical Research Institute, Mbale Regional Referral Hospital, Mbale, Uganda; Busitema University, Busitema, Uganda
| | - Justin Onen
- CURE Children's Hospital of Uganda, Mbale, Uganda; Mulago National Referral Hospital, Makerere University, Kampala, Uganda
| | - Peter Ssenyonga
- CURE Children's Hospital of Uganda, Mbale, Uganda; Mulago National Referral Hospital, Makerere University, Kampala, Uganda
| | - John Mugamba
- CURE Children's Hospital of Uganda, Mbale, Uganda
| | - Benjamin C Warf
- Department of Neurosurgery, Boston Children's Hospital, Boston, MA, USA; Department of Neurosurgery, Harvard Medical School, Boston, MA, USA
| | - Abhaya V Kulkarni
- Division of Neurosurgery, Department of Surgery, Hospital for Sick Children, University of Toronto, ON, Canada
| | - Jessica Lane
- Department of Neurosurgery, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Andrew J Whalen
- Department of Neurosurgery, Massachusetts General Hospital, Boston, MA, USA
| | - Lijun Zhang
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Kathryn Sheldon
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Frederick A Meier
- Department of Pathology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Julius Kiwanuka
- Department of Pediatrics, Mbarara University of Science and Technology, Mbarara, Uganda
| | - James R Broach
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA
| | - Joseph N Paulson
- Department of Data Sciences, N-Power Medicine, Redwood City, CA, USA
| | - Steven J Schiff
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
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Yu M, Peterson MR, Cherukuri V, Hehnly C, Mbabazi-Kabachelor E, Mulondo R, Kaaya BN, Broach JR, Schiff SJ, Monga V. Infection diagnosis in hydrocephalus CT images: a domain enriched attention learning approach. J Neural Eng 2023; 20:10.1088/1741-2552/acd9ee. [PMID: 37253355 PMCID: PMC11099590 DOI: 10.1088/1741-2552/acd9ee] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 05/30/2023] [Indexed: 06/01/2023]
Abstract
Objective. Hydrocephalus is the leading indication for pediatric neurosurgical care worldwide. Identification of postinfectious hydrocephalus (PIH) verses non-postinfectious hydrocephalus, as well as the pathogen involved in PIH is crucial for developing an appropriate treatment plan. Accurate identification requires clinical diagnosis by neuroscientists and microbiological analysis, which are time-consuming and expensive. In this study, we develop a domain enriched AI method for computerized tomography (CT)-based infection diagnosis in hydrocephalic imagery. State-of-the-art (SOTA) convolutional neural network (CNN) approaches form an attractive neural engineering solution for addressing this problem as pathogen-specific features need discovery. Yet black-box deep networks often need unrealistic abundant training data and are not easily interpreted.Approach. In this paper, a novel brain attention regularizer is proposed, which encourages the CNN to put more focus inside brain regions in its feature extraction and decision making. Our approach is then extended to a hybrid 2D/3D network that mines inter-slice information. A new strategy of regularization is also designed for enabling collaboration between 2D and 3D branches.Main results. Our proposed method achieves SOTA results on a CURE Children's Hospital of Uganda dataset with an accuracy of 95.8% in hydrocephalus classification and 84% in pathogen classification. Statistical analysis is performed to demonstrate that our proposed methods obtain significant improvements over the existing SOTA alternatives.Significance. Such attention regularized learning has particularly pronounced benefits in regimes where training data may be limited, thereby enhancing generalizability. To the best of our knowledge, our findings are unique among early efforts in interpretable AI-based models for classification of hydrocephalus and underlying pathogen using CT scans.
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Affiliation(s)
- Mingzhao Yu
- Department of Electrical Engineering, the Pennsylvania State University, University Park, PA 16801, United States of America
- Center for Neural Engineering, the Pennsylvania State University, University Park, PA 16801, United States of America
| | - Mallory R Peterson
- Center for Neural Engineering, the Pennsylvania State University, University Park, PA 16801, United States of America
| | - Venkateswararao Cherukuri
- Department of Electrical Engineering, the Pennsylvania State University, University Park, PA 16801, United States of America
- Center for Neural Engineering, the Pennsylvania State University, University Park, PA 16801, United States of America
| | - Christine Hehnly
- College of Medicine, the Pennsylvania State University, University Park, PA 16801, United States of America
| | | | | | | | - James R Broach
- College of Medicine, the Pennsylvania State University, University Park, PA 16801, United States of America
| | - Steven J Schiff
- Department of Neurosurgery, Yale University, New Haven, CT 06510, United States of America
| | - Vishal Monga
- Department of Electrical Engineering, the Pennsylvania State University, University Park, PA 16801, United States of America
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