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Neurosurgery
Personalized treatment approaches in neurocritical care
Jae Hyun Kim, Chang-Hyun Kim, Hanwool Jeon, Hyun-Chul Jung, Seungjoo Lee
Acute Crit Care. 2026;41(1):33-46.   Published online December 8, 2025
DOI: https://doi.org/10.4266/acc.003050
  • 1,939 View
  • 253 Download
AbstractAbstract PDF
Acute brain injuries—including traumatic brain injury, subarachnoid hemorrhage, and intracerebral hemorrhage—exhibit profound pathophysiological heterogeneity, yet are often managed using standardized treatment protocols. While evidence-based guidelines have improved outcomes at a population level, they frequently overlook patient-specific variations in cerebral compliance, autoregulation, and metabolic reserve. This review explores the evolving paradigm of personalized neurocritical care, which integrates dynamic multimodal monitoring, individualized intracranial pressure management strategies, and real-time physiological indices such as pressure reactivity index, cerebral perfusion pressure optimization, and waveform analytics. We highlight the role of noninvasive modalities including quantitative pupillometry, transcranial Doppler, optic nerve sheath diameter ultrasound, near-infrared spectroscopy, and electroencephalography as adjuncts when invasive monitoring is limited or contraindicated. Furthermore, we examine tissue-level monitoring using brain oxygen tension and cerebral microdialysis and emerging blood-based biomarkers such as glial fibrillary acidic protein and neurofilament light. These tools provide granular insight into evolving secondary injury processes. In parallel, advances in artificial intelligence (AI) and machine learning enable deep phenotyping, predictive modeling, and integration of high-dimensional data including imaging, physiology, and omics-based profiles. The development of digital twin models further supports individualized simulation and therapeutic planning. While challenges remain in implementation, data harmonization, and resource availability, the convergence of physiologic monitoring, molecular profiling, and computational modeling offers a transformative pathway toward precision medicine in neurocritical care.
Neurosurgery
Brain-lung interaction: a vicious cycle in traumatic brain injury
Ariana Alejandra Chacón-Aponte, Érika Andrea Durán-Vargas, Jaime Adolfo Arévalo-Carrillo, Iván David Lozada-Martínez, Maria Paz Bolaño-Romero, Luis Rafael Moscote-Salazar, Pedro Grille, Tariq Janjua
Acute Crit Care. 2022;37(1):35-44.   Published online February 11, 2022
DOI: https://doi.org/10.4266/acc.2021.01193
  • 40,870 View
  • 1,363 Download
  • 46 Web of Science
  • 49 Crossref
AbstractAbstract PDF
The brain-lung interaction can seriously affect patients with traumatic brain injury, triggering a vicious cycle that worsens patient prognosis. Although the mechanisms of the interaction are not fully elucidated, several hypotheses, notably the “blast injury” theory or “double hit” model, have been proposed and constitute the basis of its development and progression. The brain and lungs strongly interact via complex pathways from the brain to the lungs but also from the lungs to the brain. The main pulmonary disorders that occur after brain injuries are neurogenic pulmonary edema, acute respiratory distress syndrome, and ventilator-associated pneumonia, and the principal brain disorders after lung injuries include brain hypoxia and intracranial hypertension. All of these conditions are key considerations for management therapies after traumatic brain injury and need exceptional case-by-case monitoring to avoid neurological or pulmonary complications. This review aims to describe the history, pathophysiology, risk factors, characteristics, and complications of brain-lung and lung-brain interactions and the impact of different old and recent modalities of treatment in the context of traumatic brain injury.

Citations

Citations to this article as recorded by  
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  • Does helmet CPAP reduce carotid flow compared to oronasal mask CPAP? A randomized cross-over trial in healthy subjects
    Andrea Duca, Laura Frosio, Luca Molinero, Andrea Finazzi, Ivan Oppedisano, Carlo Bellazzi, Giovanni Nattino, Fabiola Signorini, Guido Bertolini, Eugenia Belotti, Roberto Cosentini
    Internal and Emergency Medicine.2025; 20(8): 2559.     CrossRef
  • Directional interactions from non-small cell lung cancer to brain glucose metabolism revealed by total-body PET imaging
    Tianzheng Zhong, Yanhua Duan, Kun Li, Jianfeng Qiu, Zhaoping Cheng, Weizhao Lu
    European Journal of Nuclear Medicine and Molecular Imaging.2025; 52(12): 4467.     CrossRef
  • Challenges in Pulmonary Management after Traumatic Brain and Spinal Cord Injury
    Xiaofei Zhou, Adam Hwan Bates, Alan Hoffer
    Neurosurgery Clinics of North America.2025; 36(3): 355.     CrossRef
  • Multilevel risk analysis of postoperative pulmonary complications following mandibular fractures: a retrospective cohort study based on patient characteristics and healthcare system factors
    Shuwei Liao, Guanxiong Zhu, Liting Zeng, Yang Yu, Zeyu Zhang, Hongru Zhang, Jingyuan Wang, Lina Yu
    BMC Oral Health.2025;[Epub]     CrossRef
  • Admission braden scale is an effective marker for predicting pneumonia in critically ill patients with traumatic brain injury
    Xuelian Meng, Xia Li, Zhihong Tang
    Neurosurgical Review.2025;[Epub]     CrossRef
  • Does pneumonia increase the risk of dementia and cognitive decline? A systematic review and meta-analysis
    Zhen Yan, Min Zhang, Lifang Yu, Fulian Zhang
    Annals of Medicine.2025;[Epub]     CrossRef
  • Utility of Serum Occludin as a Prognostic Biomarker of Severe Traumatic Brain Injury and Mediation Role of Acute Lung Injury: A Two-Center Prospective Cohort Study
    Shaojun Zhang, Xiufeng Ye, Mi Guo, Yidong Jin, Xuebo Zhang, Jiehao Tu, Jing Huang, Zhiqiang Lian, Fangfang You, Han Zhang
    International Journal of General Medicine.2025; Volume 18: 3525.     CrossRef
  • Association between traumatic brain injury and risk of developing infections in the central nervous system and periphery
    Cristiano Julio Faller, Amanda C. S. Kursancew, Beatriz Brandão Lima, Nicole Golombieski Duarte, Júlia Torcelli Noetzold, Natalli Studnicka, Khiany Mathias, Fabricia Petronilho, Emilio Luiz Streck, Jaqueline S. Generoso
    Metabolic Brain Disease.2025;[Epub]     CrossRef
  • Quercetin attenuates acute lung injury after intracerebral hemorrhage in rats via PI3K/AKT/NF-κB-mediated anti-inflammatory mechanisms
    Heng Xin, Yong-Hui Lv, Zheng-Ting Qian, Qi-Xian Li, Xiang Li, Yong Tang, Yan Shi, He-Ming Wu
    Journal of Radiation Research and Applied Sciences.2025; 18(3): 101732.     CrossRef
  • Predictors of Survival in Patients With Severe Traumatic Brain Injury Undergoing Extracorporeal Membrane Oxygenation
    Wardah Rafaqat, Yasmin Arda, Zoha Z. Fazal, May Abiad, Emanuele Lagazzi, Vahe S. Panossian, Ikemsinachi C. Nzenwa, Haytham M.A. Kaafarani, George C. Velmahos, Michael P. DeWane, Benjamin C. Renne
    Journal of Surgical Research.2025; 313: 526.     CrossRef
  • Lung-brain axis-generated inflammatory biomarkers in traumatic brain injury and acute respiratory distress syndrome: Role of mechanical ventilation/stress
    Nathan H. Johnson, Nancy G. Casanova, Susannah Patarroyo-White, Jason Canizales, Sara M. Camp, Jon Perez Barcena, Juan Pablo de Rivero Vaccari, Bellal Joseph, Joe G.N. Garcia
    Advances in Biomarker Sciences and Technology.2025; 7: 238.     CrossRef
  • From Brain to Lung: Emerging Insights into Mesenchymal Stem Cell-Derived Extracellular Vesicle-Associated Cargos in Ischemia-Reperfusion Injury
    Yiqing Zhang, Xiaodong Shi, Shuang Li, Shi Yan, Lyu Mei, Yuchen Zou, Chunhua Yan
    Journal of Inflammation Research.2025; Volume 18: 11645.     CrossRef
  • Pathophysiology and clinical applications of PEEP in acute brain injury
    Ida Giorgia Iavarone, Patricia Rieken Macedo Rocco, Domenico Luca Grieco, Tommaso Rosà, Mariangela Pellegrini, Rafael Badenes, Robert D. Stevens, Karim Asehnoune, Chiara Robba, Luigi Camporota, Antoine Roquilly
    Intensive Care Medicine.2025; 51(11): 2104.     CrossRef
  • Development and Validation of an Interpretable Machine Learning Model for Predicting venous Thromboembolism in ICU patients With Traumatic Brain Injury: A Multicenter Study
    Hao Qi, Lingli Li, Juan Fang, Tianwei Pei, Ao Li, Zhisong Ding, Tao Chen
    World Neurosurgery.2025; 202: 124399.     CrossRef
  • Brain Protective Ventilation Strategies in Severe Acute Brain Injury
    Sarah Al Sharie, Rahma Almari, Saif Azzam, Lou’i Al-Husinat, Mohammad Araydah, Denise Battaglini, Marcus J. Schultz, Nicolo’ Antonino Patroniti, Patricia RM Rocco, Chiara Robba
    Current Neurology and Neuroscience Reports.2025;[Epub]     CrossRef
  • Dynamic nomogram for predicting early tracheotomy in patients diagnosed with supratentorial deep seated intracranial hemorrhage
    Chubin Liu, Suqiong Yang, Gang Wang, Jiayin Wang, Liangqin Luo, Yasong Li
    Frontiers in Neurology.2025;[Epub]     CrossRef
  • Glymphatic Dysfunction in Neuro-Pulmonary Complications Following Subarachnoid Hemorrhage: A New Perspective on Brain–Lung Axis Disruption
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  • Epidemiology and Outcomes of Battlefield-Related Penetrating and Closed Traumatic Brain Injuries Compared to Non-Head Injuries: A Retrospective Cohort Study
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  • Early Prediction of Acute Respiratory Distress Syndrome in Critically Ill Polytrauma Patients Using Balanced Random Forest ML: A Retrospective Cohort Study
    Nesrine Ben El Hadj Hassine, Sabri Barbaria, Omayma Najah, Halil İbrahim Ceylan, Muhammad Bilal, Lotfi Rebai, Raul Ioan Muntean, Ismail Dergaa, Hanene Boussi Rahmouni
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  • Uncertainty in Neurocritical Care: Recognizing Its Relevance for Clinical Decision-Making
    Luis Rafael Moscote-Salazar, William A. Florez-Perdomo, Tariq Janjua
    Indian Journal of Neurotrauma.2024; 21(01): 092.     CrossRef
  • Manejo postoperatorio de resección de tumores cerebrales en la unidad de cuidado intensivo
    Andrés Felipe Naranjo Ramírez, Álvaro de Jesús Medrano Areiza, Bryan Arango Sánchez, Juan Carlos Arango Martínez, Luis Fermín Naranjo Atehortúa
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  • Effects of positive end-expiratory pressure on intracranial pressure, cerebral perfusion pressure, and brain oxygenation in acute brain injury: Friend or foe? A scoping review
    Greta Zunino, Denise Battaglini, Daniel Agustin Godoy
    Journal of Intensive Medicine.2024; 4(2): 247.     CrossRef
  • Acute brain injury increases pulmonary capillary permeability via sympathetic activation-mediated high fluid shear stress and destruction of the endothelial glycocalyx layer
    Na Zhao, Chao Liu, Xinxin Tian, Juan Yang, Tianen Wang
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  • Oral administration of lysozyme protects against injury of ileum via modulating gut microbiota dysbiosis after severe traumatic brain injury
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    Frontiers in Cellular and Infection Microbiology.2024;[Epub]     CrossRef
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    International Journal of Molecular Sciences.2024; 25(5): 3018.     CrossRef
  • Beyond the brain: General intensive care considerations in pediatric neurocritical care
    Thao L. Nguyen, Dennis W. Simon, Yi-Chen Lai
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  • Research Progress of Hemorrhagic Stroke Combined with Stroke-Associated Pneumonia
    松 刘
    Advances in Clinical Medicine.2024; 14(05): 2336.     CrossRef
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    Hongryeol Park, Chan Hee Lee
    Immune Network.2024;[Epub]     CrossRef
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    Jong-Tae Kim, Kang Song, Sung Woo Han, Dong Hyuk Youn, Harry Jung, Keun-Suh Kim, Hyo-Jung Lee, Ji Young Hong, Yong-Jun Cho, Sung-Min Kang, Jin Pyeong Jeon
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  • Perioperative Ventilation in Neurosurgical Patients: Considerations and Challenges
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  • Targeted Nanocarriers Co-Opting Pulmonary Intravascular Leukocytes for Drug Delivery to the Injured Brain
    Jia Nong, Patrick M. Glassman, Jacob W. Myerson, Viviana Zuluaga-Ramirez, Alba Rodriguez-Garcia, Alvin Mukalel, Serena Omo-Lamai, Landis R. Walsh, Marco E. Zamora, Xijing Gong, Zhicheng Wang, Kartik Bhamidipati, Raisa Y. Kiseleva, Carlos H. Villa, Colin F
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  • Modulation of MAPK/NF-κB Pathway and NLRP3 Inflammasome by Secondary Metabolites from Red Algae: A Mechanistic Study
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  • American Association for the Surgery of Trauma/American College of Surgeons Committee on Trauma clinical protocol for management of acute respiratory distress syndrome and severe hypoxemia
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  • The role of cardiac dysfunction and post-traumatic pulmonary embolism in brain-lung interactions following traumatic brain injury
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    Acute and Critical Care.2022; 37(2): 266.     CrossRef
  • Allocation of Donor Lungs in Korea
    Hye Ju Yeo
    Journal of Chest Surgery.2022; 55(4): 274.     CrossRef
  • Mapping brain endophenotypes associated with idiopathic pulmonary fibrosis genetic risk
    Ali-Reza Mohammadi-Nejad, Richard J. Allen, Luke M. Kraven, Olivia C. Leavy, R. Gisli Jenkins, Louise V. Wain, Dorothee P. Auer, Stamatios N. Sotiropoulos
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  • Use of bedside ultrasound in the evaluation of acute dyspnea: a comprehensive review of evidence on diagnostic usefulness
    Ivan David Lozada-Martinez, Isabela Zenilma Daza-Patiño, Gerardo Jesus Farley Reina-González, Sebastián Rojas-Pava, Ailyn Zenith Angulo-Lara, María Paola Carmona-Rodiño, Olga Gissela Sarmiento-Najar, Jhon Mike Romero-Madera, Yesid Alonso Ángel-Hernandez
    Revista Investigación en Salud Universidad de Boyacá.2022;[Epub]     CrossRef
Original Article
Neurology
Continuous heart rate variability and electroencephalography monitoring in severe acute brain injury: a preliminary study
Hyunjo Lee, Sang-Beom Jeon, Kwang-Soo Lee
Acute Crit Care. 2021;36(2):151-161.   Published online March 18, 2021
DOI: https://doi.org/10.4266/acc.2020.00703
  • 10,936 View
  • 172 Download
  • 5 Web of Science
  • 5 Crossref
AbstractAbstract PDF
Background
Decreases in heart rate variability have been shown to be associated with poor outcomes in severe acute brain injury. However, it is unknown whether the changes in heart rate variability precede neurological deterioration in such patients. We explored the changes in heart rate variability measured by electrocardiography in patients who had neurological deterioration following severe acute brain injury, and examined the relationship between heart rate variability and electroencephalography parameters.
Methods
Retrospective analysis of 25 patients who manifested neurological deterioration after severe acute brain injury and underwent simultaneous electroencephalography plus electrocardiography monitoring.
Results
Eighteen electroencephalography channels and one simultaneously recorded electrocardiography channel were segmented into epochs of 120-second duration and processed to compute 10 heart rate variability parameters and three quantitative electroencephalography parameters. Raw electroencephalography of the epochs was also assessed by standardized visual interpretation and categorized based on their background abnormalities and ictalinterictal continuum patterns. The heart rate variability and electroencephalography parameters showed consistent changes in the 2-day period before neurological deterioration commenced. Remarkably, the suppression ratio and background abnormality of the electroencephalography parameters had significant reverse correlations with all heart rate variability parameters.
Conclusions
We observed a significantly progressive decline in heart rate variability from the day before the neurological deterioration events in patients with severe acute brain injury were first observed.

Citations

Citations to this article as recorded by  
  • Cross-modal synchronization of EEG and ECG reveals hidden signatures of recovery in traumatic brain injury
    Xulong Li, Haibo Teng, Peng Chen, Yuzhe Yuan, Pingchun Li, Mali Song, Jiaxin Yu, Jianguo Xu, Xiangyun Li, Kang Li, Zhiyong Liu
    Journal of NeuroEngineering and Rehabilitation.2026;[Epub]     CrossRef
  • Heart Rate Variability Applications in Medical Specialties: A Narrative Review
    Jennifer S. Addleman, Nicholas S. Lackey, Molly A. Tobin, Grace A. Lara, Sankalp Sinha, Rebecca M. Morse, Alexander G. Hajduczok, Raouf S. Gharbo, Richard N. Gevirtz
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Review Article
Neurosurgery
Therapeutic Hypothermia in Traumatic Brain injury; Review of History, Pathophysiology and Current Studies
Do-Keun Kim, Dong-Keun Hyun
Korean J Crit Care Med. 2015;30(3):143-150.   Published online August 31, 2015
DOI: https://doi.org/10.4266/kjccm.2015.30.3.143
  • 13,737 View
  • 267 Download
AbstractAbstract PDF
The fact that therapeutic hypothermia (TH) has lowered intracranial pressure and protected brain in severe traumatic brain injury (TBI) is well known throughout past sources and experimental data. In this paper, the result of TH in TBI needs to be confirmed. The result of North American Brain Injury Study; Hypothermia (NAVIS-H) 1 and 2, Eurotherm3235, Japan trauma society study was reviewed throughout randomized controlled study which performed recently. The prognosis was not confirmed throughout TH in NAVIS-H1; however, there was statistical significance among the group of 45 years or less and below 35 degree in celcius which checked when he or she visited initially. Hence, NAVIS-H2 study was preceded. In patient who had surgically removed hematoma, the effects of TH were proved compared to diffuse brain damage in NAVIS-H2 study. This was found in the result of Japan neurotrauma data bank. Eurotherm study has been doing, which leads to collect many data later on. The TBI of TH makes them better prognosis in patients who had surgically removed hematoma and lowered initial body temperature. Later on, it is considered further study is necessary.

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