1
|
Liu H, Huang X, Xia R, Zhao X, Li Z, Liu Q, Li C, Mao H, Wang W, Wu S. Comprehensive Brain-wide Mapping of Afferent and Efferent Nuclei Associated with the Heart in the Mouse. Neurosci Bull 2025:10.1007/s12264-025-01384-6. [PMID: 40089653 DOI: 10.1007/s12264-025-01384-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 01/09/2025] [Indexed: 03/17/2025] Open
Abstract
Normal heart function depends on complex regulation by the brain, and abnormalities in the brain‒heart axis affect various diseases, such as myocardial infarction and anxiety disorders. However, systematic tracking of the brain regions associated with the input and output of the heart is lacking. In this study, we injected retrograde transsynaptic pseudorabies virus (PRV) and anterograde transsynaptic herpes simplex virus (HSV) into the left ventricular wall of mice to identify the whole-brain regions associated with the input to and output from the heart. We successfully detected PRV and HSV expression in at least 170 brain subregions in both male and female mice. Sex differences were discovered mainly in the hypothalamus and medulla, with male mice exhibiting greater correlation and hierarchical clustering than female mice, indicating reduced similarity and increased modularity of virus expression patterns in male mice. Further graph theory and multiple linear regression analysis of different injection timelines revealed that hub regions of PRV had highly similar clusters, with different brain levels, suggesting a top-down, hierarchically transmitted neural control pattern of the heart. Hub regions of HSV had scattered clusters, with brain regions gathered in the cortex and brainstem, suggesting a bottom-up, leapfrog, multipoint neural sensing pattern of the heart. Both patterns contain many hub brain regions that have been previously overlooked in brain‒heart axis studies. These results provide brain targets for future research and will lead to deeper insight into the brain mechanisms involved in specific heart conditions.
Collapse
Affiliation(s)
- Haiying Liu
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China
| | - Xin Huang
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China
| | - Ruixin Xia
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China
| | - Xin Zhao
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China
| | - Zimeng Li
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China
| | - Qian Liu
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China
| | - Congye Li
- Departments of Cardiology, Xijing Hospital, Fourth Military Medical University, Xi'an, 710032, China
| | - Honghui Mao
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China
| | - Wenting Wang
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China.
| | - Shengxi Wu
- Department of Neurobiology, School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China.
| |
Collapse
|
2
|
Ushpol A, Je S, Christoff A, Nuthall G, Scholefield B, Morgan RW, Nadkarni V, Gangadharan S. Evaluating post-cardiac arrest blood pressure thresholds associated with neurologic outcome in children: Insights from the pediRES-Q database. Resuscitation 2025; 207:110468. [PMID: 39706470 DOI: 10.1016/j.resuscitation.2024.110468] [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: 10/17/2024] [Revised: 12/08/2024] [Accepted: 12/09/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND Current Pediatric Advanced Life Support Guidelines recommend maintaining blood pressure (BP) above the 5th percentile for age following return of spontaneous circulation (ROSC) after cardiac arrest (CA). Emerging evidence suggests that targeting higher thresholds, such as the 10th or 25th percentiles, may improve neurologic outcomes. We aimed to evaluate the association between post-ROSC BP thresholds and neurologic outcome, hypothesizing that maintaining mean arterial pressure (MAP) and systolic blood pressure (SBP) above these thresholds would be associated with improved outcomes at hospital discharge. METHODS This retrospective, multi-center, observational study analyzed data from the Pediatric Resuscitation Quality Collaborative (pediRES-Q). Children (<18 years) who achieved ROSC following index in-hospital or out-of-hospital cardiac arrest and survived ≥ 6 h were included. Multivariable logistic regression was preformed to analyze the association between the pre-defined BP thresholds (5th, 10th, and 25th percentiles) and favorable neurologic outcome, controlling for illness category (surgical-cardiac), initial rhythm (shockable), arrest time (weekend or night), age, CPR duration, and clustering by site. RESULTS There were 787 patients with evaluable MAP data and 711 patients with evaluable SBP data. Fifty-four percent (N = 424) of subjects with MAP data and 53 % (N = 380) with SBP data survived to hospital discharge with favorable neurologic outcome. MAP above the 5th, 10th, and 25th percentile thresholds was associated with significantly greater odds of favorable outcome compared to patients with MAP below target (aOR, 1.81 [95 % CI, 1.32, 2.50]; 1.50 [95 % CI, 1.10, 2.05]; 1.40 [95 % CI, 1.01, 1.94], respectively). Subjects with lowest SBP above the 5th percentile also had greater odds of favorable outcome (aOR, 1.44 [95 % CI, 1.04, 2.01]). Associations between lowest SBP above the 10th percentile and 25th percentile did not reach statistical significance (aOR 1.33 [95 % CI, 0.96, 1.86]; 1.23 [95 % CI, 0.87, 1.75], respectively). CONCLUSION After pediatric CA, maintaining MAP above the 5th, 10th, and 25th percentiles and SBP above the 5th percentile during the first 6 h following ROSC was significantly associated with improved neurologic outcomes.
Collapse
Affiliation(s)
- A Ushpol
- Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, USA.
| | - S Je
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - A Christoff
- Pediatric Intensive Care Unit, The Children's Hospital at Westmead, Corner Hawkesbury Road and, Hainsworth St, Sydney, NSW 2145, Australia
| | - G Nuthall
- Department of Pediatric Critical Care, Starship Children's Hospital, 2 Park Road, Grafton, Auckland 1023, New Zealand
| | - B Scholefield
- University of Toronto, The Hospital for Sick Children, 555 University Ave, Toronto, ON MG5 1X8, Canada
| | - R W Morgan
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - V Nadkarni
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - S Gangadharan
- Department of Pediatrics, Division of Critical Care Medicine, Kravis Children's Hospital, Icahn School of Medicine at Mount Sinai, 1184 5th Ave, New York, NY 10029, USA
| |
Collapse
|
3
|
Hunfeld M, Verboom M, Josemans S, van Ravensberg A, Straver D, Lückerath F, Jongbloed G, Buysse C, van den Berg R. Prediction of Survival After Pediatric Cardiac Arrest Using Quantitative EEG and Machine Learning Techniques. Neurology 2024; 103:e210043. [PMID: 39566011 DOI: 10.1212/wnl.0000000000210043] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Accepted: 09/17/2024] [Indexed: 11/22/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Early neuroprognostication in children with reduced consciousness after cardiac arrest (CA) is a major clinical challenge. EEG is frequently used for neuroprognostication in adults, but has not been sufficiently validated for this indication in children. Using machine learning techniques, we studied the predictive value of quantitative EEG (qEEG) features for survival 12 months after CA, based on EEG recordings obtained 24 hours after CA in children. The results were confirmed through visual analysis of EEG background patterns. METHODS This is a retrospective single-center study including children (0-17 years) with CA, who were subsequently admitted to the pediatric intensive care unit (PICU) of a tertiary care hospital between 2012 and 2021 after return of circulation (ROC) and were monitored using EEG at 24 hours after ROC. Signal features were extracted from a 30-minute EEG segment 24 hours after CA and used to train a random forest model. The background pattern from the same EEG fragment was visually classified. The primary outcome was survival or death 12 months after CA. Analysis of the prognostic accuracy of the model included calculation of receiver-operating characteristic and predictive values. Feature contribution to the model was analyzed using Shapley values. RESULTS Eighty-six children were included (in-hospital CA 27%, out-of-hospital CA 73%). The median age at CA was 2.6 years; 53 (62%) were male. Mortality at 12 months was 56%; main causes of death on the PICU were withdrawal of life-sustaining therapies because of poor neurologic prognosis (52%) and brain death (31%). The random forest model was able to predict death at 12 months with an accuracy of 0.77 and positive predictive value of 1.0. Continuity and amplitude of the EEG signal were the signal parameters most contributing to the model classification. Visual analysis showed that no patients with a background pattern other than continuous with amplitudes exceeding 20 μV were alive after 12 months. DISCUSSION Both qEEG and visual EEG background classification for registrations obtained 24 hours after ROC form a strong predictor of nonsurvival 12 months after CA in children.
Collapse
Affiliation(s)
- Maayke Hunfeld
- From the Department of Neurology (M.H., M.V., S.J., A.v.R., D.S., R.v.d.B.), Erasmus MC, University Medical Center; Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care (M.H., C.B.), Erasmus MC Children's Hospital, Rotterdam; and Delft Institute of Applied Mathematics (F.L., G.J.), Delft University of Technology, the Netherlands
| | - Marit Verboom
- From the Department of Neurology (M.H., M.V., S.J., A.v.R., D.S., R.v.d.B.), Erasmus MC, University Medical Center; Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care (M.H., C.B.), Erasmus MC Children's Hospital, Rotterdam; and Delft Institute of Applied Mathematics (F.L., G.J.), Delft University of Technology, the Netherlands
| | - Sabine Josemans
- From the Department of Neurology (M.H., M.V., S.J., A.v.R., D.S., R.v.d.B.), Erasmus MC, University Medical Center; Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care (M.H., C.B.), Erasmus MC Children's Hospital, Rotterdam; and Delft Institute of Applied Mathematics (F.L., G.J.), Delft University of Technology, the Netherlands
| | - Annemiek van Ravensberg
- From the Department of Neurology (M.H., M.V., S.J., A.v.R., D.S., R.v.d.B.), Erasmus MC, University Medical Center; Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care (M.H., C.B.), Erasmus MC Children's Hospital, Rotterdam; and Delft Institute of Applied Mathematics (F.L., G.J.), Delft University of Technology, the Netherlands
| | - Dirk Straver
- From the Department of Neurology (M.H., M.V., S.J., A.v.R., D.S., R.v.d.B.), Erasmus MC, University Medical Center; Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care (M.H., C.B.), Erasmus MC Children's Hospital, Rotterdam; and Delft Institute of Applied Mathematics (F.L., G.J.), Delft University of Technology, the Netherlands
| | - Femke Lückerath
- From the Department of Neurology (M.H., M.V., S.J., A.v.R., D.S., R.v.d.B.), Erasmus MC, University Medical Center; Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care (M.H., C.B.), Erasmus MC Children's Hospital, Rotterdam; and Delft Institute of Applied Mathematics (F.L., G.J.), Delft University of Technology, the Netherlands
| | - Geurt Jongbloed
- From the Department of Neurology (M.H., M.V., S.J., A.v.R., D.S., R.v.d.B.), Erasmus MC, University Medical Center; Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care (M.H., C.B.), Erasmus MC Children's Hospital, Rotterdam; and Delft Institute of Applied Mathematics (F.L., G.J.), Delft University of Technology, the Netherlands
| | - Corinne Buysse
- From the Department of Neurology (M.H., M.V., S.J., A.v.R., D.S., R.v.d.B.), Erasmus MC, University Medical Center; Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care (M.H., C.B.), Erasmus MC Children's Hospital, Rotterdam; and Delft Institute of Applied Mathematics (F.L., G.J.), Delft University of Technology, the Netherlands
| | - Robert van den Berg
- From the Department of Neurology (M.H., M.V., S.J., A.v.R., D.S., R.v.d.B.), Erasmus MC, University Medical Center; Department of Neonatal and Pediatric Intensive Care, Division of Pediatric Intensive Care (M.H., C.B.), Erasmus MC Children's Hospital, Rotterdam; and Delft Institute of Applied Mathematics (F.L., G.J.), Delft University of Technology, the Netherlands
| |
Collapse
|
4
|
Haggerty M, Bajaj M, Natarajan G, Ades A. Post-resuscitation care in the NICU. Semin Perinatol 2024; 48:151993. [PMID: 39414408 DOI: 10.1016/j.semperi.2024.151993] [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] [Indexed: 10/18/2024]
Abstract
Post-cardiac arrest syndrome is a unique pathophysiologic condition that is well-described in adult and pediatric populations. Early, goal-directed care after cardiac arrest can mitigate ongoing injury, improve clinical outcomes, and prevent re-arrest. There is a paucity of evidence about post-cardiac arrest care in the NICU, however, pediatric principles and guidelines can be applied in the NICU in the appropriate clinical context.
Collapse
Affiliation(s)
- Mary Haggerty
- Division of Neonatology, Children's Hospital of Philadelphia, Philadelpha, PA 19104, USA.
| | - Monika Bajaj
- Division of Neonatal & Perinatal Medicine, Children's Hospital of Michigan, Detroit, MI 48201, USA
| | - Girija Natarajan
- Division of Neonatal & Perinatal Medicine, Children's Hospital of Michigan, Detroit, MI 48201, USA
| | - Anne Ades
- Division of Neonatology, Children's Hospital of Philadelphia, Philadelpha, PA 19104, USA
| |
Collapse
|
5
|
Appavu B, Kirschen MP, Bell M. Neuromonitoring in Pediatric Neurocritical Care: An Introduction. Neurocrit Care 2024; 41:17-19. [PMID: 38689192 DOI: 10.1007/s12028-024-01988-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 03/21/2024] [Indexed: 05/02/2024]
Affiliation(s)
- Brian Appavu
- Division of Neurology, Department of Neuroscience, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E Thomas Rd, Phoenix, AZ, 85016, USA.
- Department of Child Health, University of Arizona College of Medicine - Phoenix, 550 E. Van Buren Street, Phoenix, AZ, 85004, USA.
| | - Matthew P Kirschen
- Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Michael Bell
- Division of Critical Care Medicine, Department of Pediatrics, Children's National Medical Center, Washington, DC, USA
| |
Collapse
|
6
|
Ushpol A, Je S, Niles D, Majmudar T, Kirschen M, Del Castillo J, Buysse C, Topjian A, Nadkarni V, Gangadharan S. Association of blood pressure with neurologic outcome at hospital discharge after pediatric cardiac arrest resuscitation. Resuscitation 2024; 194:110066. [PMID: 38056760 PMCID: PMC11024592 DOI: 10.1016/j.resuscitation.2023.110066] [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: 11/03/2023] [Accepted: 11/27/2023] [Indexed: 12/08/2023]
Abstract
BACKGROUND Poor outcomes are associated with post cardiac arrest blood pressures <5th percentile for age. We aimed to study the relationship of mean arterial pressure (MAP) with favorable neurologic outcome following cardiac arrest and return of spontaneous circulation (ROSC). METHODS This retrospective, multi-center, observational study analyzed data from the Pediatric Resuscitation Quality Collaborative (pediRES-Q). Children (<18 years) who achieved ROSC following index in-hospital or out-of-hospital cardiac arrest and survived ≥6 hours were included. Lowest documented MAP within the first 6 hours of ROSC was percentile adjusted for age and categorized into six groups - Group I: <5th, II: 5-24th, III: 25-49th, IV: 50-74th, V: 75-94th; and VI: 95-100th percentile. Primary outcome was favorable neurologic status at hospital discharge, defined as PCPC score 1, 2, or no change from pre-arrest baseline. Multivariable logistic regression was performed to analyze the association of MAP group with favorable outcome, controlling for illness category (surgical-cardiac), initial rhythm (shockable), arrest time (weekend or overnight), age, CPR duration, and clustering by site. RESULTS 787 patients were included: median [Q1,Q3] age 17.9 [4.8,90.6] months; male 58%; OHCA 21%; shockable rhythm 13%; CPR duration 7 [3,16] min; favorable neurologic outcome 54%. Median lowest documented MAP percentile for the favorable outcome group was 13 [3,43] versus 8 [1,37] for the unfavorable group. The distribution of blood pressures by MAP group was I: 37%, II: 28%, III: 13%, IV: 11%, V: 7%, and VI: 4%. Compared with patients in Group I (<5%ile), Groups II, III, and IV had higher odds of favorable outcome (aOR, 1.84 [95% CI, 1.24, 2.73]; 2.20 [95% CI, 1.32, 3.68]; 1.90 [95% CI, 1.12, 3.25]). There was no association between Groups V or VI and favorable outcome (aOR, 1.44 [95% CI, 0.75, 2.80]; 1.11 [95% CI, 0.47, 2.59]). CONCLUSION In the first 6-hours post-ROSC, a lowest documented MAP between the 5th-74th percentile for age was associated with favorable neurologic outcome compared to MAP <5th percentile for age.
Collapse
Affiliation(s)
- A Ushpol
- Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY 10029, USA.
| | - S Je
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - D Niles
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - T Majmudar
- Drexel University College of Medicine, 2900 W Queen Ln, Philadelphia, PA 19129, USA
| | - M Kirschen
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - J Del Castillo
- Unidad de Cuidados Intensivos Pediátricos, Hospital General Universitario Gregorio Marañón, C. del Dr. Esquerdo, 46, 28007 Madrid, Spain
| | - C Buysse
- Intensive Care and Department of Pediatric Surgery, Erasmus MC Sophia Children's Hospital, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - A Topjian
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - V Nadkarni
- Departments of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia and Perelman School of Medicine, University of Pennsylvania, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - S Gangadharan
- Department of Pediatrics, Division of Critical Care Medicine, Kravis Children's Hospital, Icahn School of Medicine at Mount Sinai, 1184 5th Ave, New York, NY 10029, USA
| |
Collapse
|