I am a mathematical biologist with a PhD in Mathematics from Duke University, specializing in mechanistic modeling of biochemical networks to address questions in physiology and medicine. My doctoral research focused on sex differences in oxidative stress management in the liver, particularly in the context of estradiol supplementation and diseases such as hyperhomocysteinemia, as well as the co-modulation of neurotransmitters in the brain and their implications for neurological disorders including Parkinson’s disease. This work was highly interdisciplinary, involving close collaboration with clinicians, biologists, and mathematicians.
In addition to my academic research, I have extensive professional experience on mathematical modeling teams in pharmaceutical and biotech companies, contributing to a variety of projects. My work has included exploratory analysis of immune-mediated drug-induced liver toxicity, modeling mechanisms of co-stimulatory combinations of T cell redirectors in lymphoma, and developing QSP models of the alternative complement pathway to accurately predict biomarkers in Paroxysmal Nocturnal Hemoglobinuria.
My interests lie in pharmacometrics and model-informed drug development, with a focus on applying quantitative approaches to support decision-making across the clinical and regulatory landscape and ultimately improve patient outcomes.
During my PhD, I worked on sex differences in oxidative stress management in the liver and their implications in estradiol supplementation for pre- and post-menopausal women, as well as in disease pathologies such as hyperhomocysteinemia. My projects include studying the differential effects of estradiol supplementation on homocysteine levels, a major biomarker of cardiovascular disease, and investigating the role of sex differences in the glutathione pathway in acetaminophen toxicity. In addition, I have worked on modeling co-modulation of neurotransmitters in the brain and its connection to diseases such as Parkinson’s Disease and depression. In all of these studies, I use systems of ordinary differential equations to represent underlying biochemical networks. These dynamical systems not only provide insights into compelling mathematical questions, such as periodic forcing in nonlinear ODEs, but also serve as powerful tools for analyzing physiological processes and addressing clinically relevant questions.
[2026] Allison Cruikshank, Yuching Yang, Guansheng Liu, Jiang Liu, Hao Zhu. Systems Pharmacology Approach to Paroxysmal Nocturnal Hemoglobinuria: Quantitative Framework for Biomarker Dynamics Across Multi-Mechanistic Therapies. Clinical Pharmacology and Therapeutics. i> Accepted.
[2026] Allison Cruikshank, H. Frederik Nijhout, Michael C. Reed. The Role of Estradiol in Oxidative Stress in Health and Cystathionine ß-Synthase Deficiency: A Mechanistic Model. CPT: Pharmacometrics & Systems Pharmacology. https://doi.org/10.1002/psp4.70243.
[2025] Michael C. Reed, Ayako Suzuki, Allison Cruikshank, Mizuki Suzuki, H. Frederik Nijhout. Differential effects of synthetic estrogen on serum homocysteine levels before and after menopause. PLoS One. https://doi.org/10.1371/journal.pone.0338505.
[2025] Mizuki Suzuki, Hwi Young Kim, Michael C Reed, Frederik Nijhout, Allison Cruikshank, Manal Abdelmalek, Anna Mae Diehl, Paul M. Yen, Brijesh Kumar Singh, Madhulika Tripathi, Ayako Suzuki. Elevated Homocysteine is Associated with Liver Fibrosis in MASLD in a Sex- and Menopause-Specific Manner. Gastro Hep Advances. https://doi.org/10.1016/j.gastha.2025.100800.
[2024] Sergio Mena, Allison Cruikshank, Janet Best, H. Frederik Nijhout, Michael C. Reed, Parastoo Hashemi. "Modulation of Serotonin Transporter Expression by Escitalopram under Inflammation; Implications for SSRI Effectiveness." Communications Biology. https://doi.org/10.1038/s42003-024-06240-3.
[2024] Allison Cruikshank, Michael C. Reed, H. Frederik Nijhout. "Sex Differences in Glutathione Metabolism and Acetaminophen Toxicity." Metabolism and Target Organ Damage. https://doi.org/10.20517/mtod.2023.44.
[2024] Anna Marie Buchanan, Sergio Mena, Iman Choukari, Aditya Vasa, Jesseca N. Crawford, Jim Fadel, Nick Maxwell, Lawrence Reagan, Allie Cruikshank, Janet Best, H. Frederik Nijhout, Michael Reed, Parastoo Hashemi. "Serotonin as a Biomarker of Toxin-Induced Parkinsonian." Molecular Medicine. https://doi.org/10.1186/s10020-023-00773-9.
[2023] Allison Cruikshank, Janet Best, H. Frederik Nijhout, Michael C. Reed."Dynamical Questions in Volume Transmission." Journal of Biological Dynamics. https://doi.org/10.1080/17513758.2023.2269986.
[2023] Archer Harrold, Allison Cruikshank, Bryan Penas, Rebecca Roston. "Introducing High School Biology Students to Biochemistry with a Short, Content-Oriented Intervention." Biochemistry and Molecular Biology Education. https://doi.org/10.1002/bmb.21782.
| Course | Title | Term | Role |
|---|---|---|---|
| Math 112L | Calculus 2 | Fall 2024 | Instructor of Record |
| Math 111L | Calculus 1 | Fall 2022 | Instructor of Record |
| Math 111L | Calculus 1 Lab | Fall 2021 | Teaching Assistant |