A picture of Aravind

Dr Aravind Kumar Kamaraj


Research Fellow in Mathematical Modelling, Model Data Fusion, Machine Learning and Human Circadian Rhythms
PhD

Academic and research departments

Surrey Sleep Research Centre.

About

My qualifications

Integrated MS and PhD in Applied Mechanics
Indian Institute of Technology Madras

Affiliations and memberships

London Mathematical Society
Associate Member
ILAE British Branch
Member

Research

Research interests

Publications

Aravind Kumar Kamaraj, Matthew Parker Szuromi (2025)Modelling dysfunction-specific interventions for seizure termination in epilepsy, In: NPJ systems biology and applicationsIn Press(In Press)

Epileptic seizures result from abnormal synchronous neuronal firing caused by an imbalance between excitatory and inhibitory neurotransmission. While most seizures are self-limiting, those lasting over five minutes, termed status epilepticus, require medical intervention. Benzodiazepines, the first-line treatment, terminate seizures by enhancing GABAergic inhibition, but fail in approximately 36% of cases. In this paper, we employ a neural mass framework to investigate how different interventions influence brain dynamics and facilitate seizure termination. As seizures are characterized by persistent firing, we extend the classic Wilson-Cowan framework by introducing a term called sustenance which encodes factors that promote or discourage perpetual firing. The resulting model captures transitions between normal activity and seizure and provides a tractable framework for analysing diverse pathophysiological mechanisms. We first show how various dysfunctions - such as hyperexcitation, depletion of inhibitory neurotransmitters, and depolarizing GABAergic transmission - can all give rise to seizures, with overlapping but distinct dynamics. Building on this foundation, we turn to the central question of intervention: how different treatments act on these mechanisms to terminate seizures. We find that while enhancing GABAergic inhibition is generally effective, it fails when GABA becomes depolarizing. In such cases, interventions like levetiracetam that suppress sustained excitatory activity remain effective. These findings highlight the importance of aligning interventions to the specific underlying dysfunction for effective seizure termination.