1
|
Jain D, Le L, Kissoon N. Ophthalmologic findings in abusive head trauma. Semin Pediatr Neurol 2024; 50:101141. [PMID: 38964817 DOI: 10.1016/j.spen.2024.101141] [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: 01/31/2024] [Revised: 04/20/2024] [Accepted: 05/07/2024] [Indexed: 07/06/2024]
Abstract
A leading cause of death and disability in infancy is abusive head trauma (AHT) and there are common clinical signs that help to establish this diagnosis. Children diagnosed with AHT can have many ophthalmologic findings, including retinal hemorrhages, retinoschisis, subconjunctival hemorrhages, corneal injury, and globe rupture. If any such injuries are suspected, an ophthalmologic consultation, with indirect ophthalmoscopy, should be completed. In addition to a complete physical exam, a thorough history imaging, and lab work, should be obtained to investigate the etiology of ophthalmic pathology including accidental and systemic causes. In general, studies show that retinal hemorrhages that are multilayered, too numerous to count, and located from the posterior pole to the ora serrata are highly suspicious for abusive head trauma.
Collapse
Affiliation(s)
- Disha Jain
- Baylor College of Medicine, 6701 Fannin St., 17th Floor, Houston, TX 77030, United States.
| | - Lien Le
- Baylor College of Medicine, 6701 Fannin St., 17th Floor, Houston, TX 77030, United States
| | - Natalie Kissoon
- University of Texas Health Science Center at San Antonio, 7703 Floyd Curl Drive, MC 7821, San Antonio, TX 78229, United States
| |
Collapse
|
2
|
Shahraki K, Suh DW. An Update to Biomechanical and Biochemical Principles of Retinal Injury in Child Abuse. CHILDREN (BASEL, SWITZERLAND) 2024; 11:586. [PMID: 38790581 PMCID: PMC11119297 DOI: 10.3390/children11050586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 05/10/2024] [Accepted: 05/11/2024] [Indexed: 05/26/2024]
Abstract
Abusive head trauma (AHT) is an extreme form of physical child abuse, a subset of which is shaken baby syndrome (SBS). While traumatic injury in children is most readily observed as marks of contusion on the body, AHT/SBS may result in internal injuries that can put the life of the child in danger. One pivotal sign associated with AHT/SBS that cannot be spotted with the naked eye is retinal injury (RI), an early sign of which is retinal hemorrhage (RH) in cases with rupture of the retinal vasculature. If not addressed, RI can lead to irreversible outcomes, such as visual loss. It is widely assumed that the major cause of RI is acceleration-deceleration forces that are repeatedly imposed on the patient during abusive shaking. Still, due to the controversial nature of this type of injury, few investigations have ever sought to delve into its biomechanical and/or biochemical features using realistic models. As such, our knowledge regarding AHT-/SBS-induced RI is significantly lacking. In this mini-review, we aim to provide an up-to-date account of the traumatology of AHT-/SBS-induced RI, as well as its biomechanical and biochemical features, while focusing on some of the experimental models that have been developed in recent years for studying retinal hemorrhage in the context of AHT/SBS.
Collapse
Affiliation(s)
| | - Donny W. Suh
- Department of Ophthalmology, Gavin Herbert Eye Institute, University of California Irvine School of Medicine, Irvine, CA 92697, USA;
| |
Collapse
|
3
|
López AA, Cohen CT, Small A, Lam FW, Bachim AN. Traumatic intracranial hemorrhage in pediatrics: Implications of factor XIII deficiency and consumptive coagulopathy in abusive head trauma evaluation. CHILD ABUSE & NEGLECT 2024; 149:106651. [PMID: 38325162 DOI: 10.1016/j.chiabu.2024.106651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 12/28/2023] [Accepted: 01/10/2024] [Indexed: 02/09/2024]
Abstract
For infants that present with intracranial hemorrhage in the setting of suspected abusive head trauma (AHT), the standard recommendation is to perform an evaluation for a bleeding disorder. Factor XIII (FXIII) deficiency is a rare congenital bleeding disorder associated with intracranial hemorrhages in infancy, though testing for FXIII is not commonly included in the initial hemostatic evaluation. The current pediatric literature recognizes that trauma, especially traumatic brain injury, may induce coagulopathy in children, though FXIII is often overlooked as having a role in pediatric trauma-induced coagulopathy. We report an infant that presented with suspected AHT in whom laboratory workup revealed a decreased FXIII level, which was later determined to be caused by consumption in the setting of trauma induced coagulopathy, rather than a congenital disorder. Within the Child Abuse Pediatrics Research Network (CAPNET) database, 85 out of 569 (15 %) children had FXIII testing, 3 of those tested (3.5 %) had absent FXIII activity on qualitative testing, and 2 (2.4 %) children had activity levels below 30 % on quantitative testing. In this article we review the literature on the pathophysiology and treatment of low FXIII in the setting of trauma. This case and literature review demonstrate that FXIII consumption should be considered in the setting of pediatric AHT.
Collapse
Affiliation(s)
- Arianexys Aquino López
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX, United States of America; Division of Hematology and Oncology, Department of Pediatrics, United States of America
| | - Clay T Cohen
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX, United States of America; Division of Hematology and Oncology, Department of Pediatrics, United States of America
| | - Amanda Small
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX, United States of America; Division of Public Health Pediatrics, Department of Pediatrics, United States of America
| | - Fong Wilson Lam
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX, United States of America; Division of Pediatric Critical Care Medicine, Department of Pediatrics, United States of America
| | - Angela N Bachim
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX, United States of America; Division of Public Health Pediatrics, Department of Pediatrics, United States of America.
| |
Collapse
|
4
|
Khosravi P, Huck NA, Shahraki K, Hunter SC, Danza CN, Kim SY, Forbes BJ, Dai S, Levin AV, Binenbaum G, Chang PD, Suh DW. Deep Learning Approach for Differentiating Etiologies of Pediatric Retinal Hemorrhages: A Multicenter Study. Int J Mol Sci 2023; 24:15105. [PMID: 37894785 PMCID: PMC10606803 DOI: 10.3390/ijms242015105] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 09/29/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023] Open
Abstract
Retinal hemorrhages in pediatric patients can be a diagnostic challenge for ophthalmologists. These hemorrhages can occur due to various underlying etiologies, including abusive head trauma, accidental trauma, and medical conditions. Accurate identification of the etiology is crucial for appropriate management and legal considerations. In recent years, deep learning techniques have shown promise in assisting healthcare professionals in making more accurate and timely diagnosis of a variety of disorders. We explore the potential of deep learning approaches for differentiating etiologies of pediatric retinal hemorrhages. Our study, which spanned multiple centers, analyzed 898 images, resulting in a final dataset of 597 retinal hemorrhage fundus photos categorized into medical (49.9%) and trauma (50.1%) etiologies. Deep learning models, specifically those based on ResNet and transformer architectures, were applied; FastViT-SA12, a hybrid transformer model, achieved the highest accuracy (90.55%) and area under the receiver operating characteristic curve (AUC) of 90.55%, while ResNet18 secured the highest sensitivity value (96.77%) on an independent test dataset. The study highlighted areas for optimization in artificial intelligence (AI) models specifically for pediatric retinal hemorrhages. While AI proves valuable in diagnosing these hemorrhages, the expertise of medical professionals remains irreplaceable. Collaborative efforts between AI specialists and pediatric ophthalmologists are crucial to fully harness AI's potential in diagnosing etiologies of pediatric retinal hemorrhages.
Collapse
Affiliation(s)
- Pooya Khosravi
- Department of Ophthalmology, School of Medicine, University of California, Irvine, CA 92697, USA; (P.K.); (N.A.H.); (K.S.); (C.N.D.)
- Gavin Herbert Eye Institute, University of California, Irvine, CA 92697, USA
- Donald Bren School of Information and Computer Sciences, University of California, Irvine, CA 92697, USA;
| | - Nolan A. Huck
- Department of Ophthalmology, School of Medicine, University of California, Irvine, CA 92697, USA; (P.K.); (N.A.H.); (K.S.); (C.N.D.)
- Gavin Herbert Eye Institute, University of California, Irvine, CA 92697, USA
| | - Kourosh Shahraki
- Department of Ophthalmology, School of Medicine, University of California, Irvine, CA 92697, USA; (P.K.); (N.A.H.); (K.S.); (C.N.D.)
- Gavin Herbert Eye Institute, University of California, Irvine, CA 92697, USA
| | - Stephen C. Hunter
- School of Medicine, University of California, 900 University Ave, Riverside, CA 92521, USA;
| | - Clifford Neil Danza
- Department of Ophthalmology, School of Medicine, University of California, Irvine, CA 92697, USA; (P.K.); (N.A.H.); (K.S.); (C.N.D.)
- Gavin Herbert Eye Institute, University of California, Irvine, CA 92697, USA
| | - So Young Kim
- Department of Ophthalmology, College of Medicine, Soonchunhyang University, Cheonan 31151, Chungcheongnam-do, Republic of Korea;
| | - Brian J. Forbes
- Division of Ophthalmology, Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (B.J.F.); (G.B.)
| | - Shuan Dai
- Department of Ophthalmology, Queensland Children’s Hospital, South Brisbane, QLD 4101, Australia;
| | - Alex V. Levin
- Department of Ophthalmology, Flaum Eye Institute, Golisano Children’s Hospital, Rochester, NY 14642, USA;
| | - Gil Binenbaum
- Division of Ophthalmology, Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA; (B.J.F.); (G.B.)
| | - Peter D. Chang
- Donald Bren School of Information and Computer Sciences, University of California, Irvine, CA 92697, USA;
- Department of Radiological Sciences, School of Medicine, University of California, Irvine, CA 92697, USA
| | - Donny W. Suh
- Department of Ophthalmology, School of Medicine, University of California, Irvine, CA 92697, USA; (P.K.); (N.A.H.); (K.S.); (C.N.D.)
- Gavin Herbert Eye Institute, University of California, Irvine, CA 92697, USA
| |
Collapse
|
5
|
Christian CW, Binenbaum G. The eye in child abuse. Childs Nerv Syst 2022; 38:2335-2344. [PMID: 35871261 DOI: 10.1007/s00381-022-05610-8] [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: 05/23/2022] [Accepted: 07/11/2022] [Indexed: 11/30/2022]
Abstract
Child physical abuse may result in a range of injuries to the globe and surrounding tissues. These injuries have varying degrees of specificity for abuse, and no pattern of injury is unique to abuse. Easily overlooked eye injuries in non-ambulatory infants often portend more severe abuse and require careful evaluation for occult injury when they are unexplained. Retinal hemorrhages are most often a sign of significant trauma and the severity of the hemorrhages generally parallels the severity of neurological trauma. Ophthalmologists contribute important data that more easily distinguish medical disease from trauma, but caution is needed in differentiating accidental from inflicted trauma. This distinction requires careful consideration of the complete clinical data and occasionally on additional law enforcement or child welfare investigation.
Collapse
Affiliation(s)
- Cindy W Christian
- The Children's Hospital of Philadelphia, 3500 Civic Center Blvd, Philadelphia, PA, 19104, USA.
- Department of Pediatrics, The Perelman School of Medicine at The University of Pennsylvania, Philadelphia, USA.
| | - Gil Binenbaum
- The Children's Hospital of Philadelphia, 3500 Civic Center Blvd, Philadelphia, PA, 19104, USA
- Department of Ophthalmology, The Perelman School of Medicine at The University of Pennsylvania, Philadelphia, USA
| |
Collapse
|
6
|
A meta-analysis of prognostic biomarkers in neonatal retinal hemorrhage. Int Ophthalmol 2021; 42:677-688. [PMID: 34623569 DOI: 10.1007/s10792-021-02055-x] [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: 04/16/2021] [Accepted: 09/21/2021] [Indexed: 02/06/2023]
Abstract
PURPOSE Neonatal retinal hemorrhage (RH) is a frequently occurring neonatal fundus condition and a very common ocular abnormality in neonates. Some of the key factors that influence the rate of RH are the mode of delivery, examination techniques, and time of examination after birth. The prognostic markers of severe RH are poorly known, making it difficult for an efficient diagnosis, prognosis, and treatment. Hence, to better understand the mechanism of disease, its study at the molecular level is required. Prognostic biomarkers are an essential tool for understanding the pathogenesis of the disease. In this paper, we present a meta-analysis of biomarkers to understand disease pathogenesis and support better diagnosis, prognosis, and treatment of neonatal RH. METHODS The meta-analysis was carried out by following the recommendation of PRISMA. The relevant articles were crawled using a systematic keyword using MeSH terms from the MEDLINE, PubMed, and Scopus databases, which were subjected to manual screening for reported biomarkers by two independent reviewers. The obtained biomarkers were further analyzed for gene-disease association and functional enrichment analysis. RESULTS Our meta-analysis suggests that genes ABCC6, Beta-APP, COL2A1, COL4A1, DNM2, ENPP1, IKBKG, ITGB2, IL-6, SELE, TREX1, and VEGFA are potential prognostic biomarkers associated with the neonatal RH. The gene-disease association and functional enrichment analysis suggest that few genes are associated with disease class "Vision"; however, some genes in the list are associated with the disease class "Pharmacogenomic," "Immune," "Renal." CONCLUSION The identified prognostic gene biomarkers may help to understand disease pathogenesis and provide a better diagnosis, prognosis, and treatment of neonatal RH.
Collapse
|