VITAL Signs
Deep-Dive Articles
April 2026 | Pre‑Procedural Determinants of Success in Large‑Animal Surgical Models: Species Selection, Facility Readiness, Anesthetic Planning, and Protocol Alignment
The outcome of a large animal surgical study is largely determined before anyone enters the procedure room.
That statement might seem counterintuitive. Surgery is a technical act — precise, demanding, and highly visible. It's natural to focus on what happens at the table. But in large animal preclinical research, the incision is the visible moment. The success or failure of the study is built in the days and weeks before it.
Pre-procedural planning in large animal surgical models isn't paperwork. It's clinical decision-making. The teams that produce the most consistent, reproducible large animal data are not necessarily the most technically gifted — they are the most thoroughly prepared. And preparation in this context means addressing a specific set of decisions, in a specific order, before the first animal enters the room.
This article walks through each of those decisions.
March 2026 | Surgical Trauma: The Hidden Variable Affecting Preclinical Data
Surgical procedures in preclinical research are more than just technical steps—they are critical variables that influence the physiology, immune response, and recovery of study animals, ultimately impacting the reliability and reproducibility of your data. Recognizing and mitigating surgical trauma is essential for studies in cardiovascular, orthopedic, and device-implant models.
February 2026 | Building Predictable Physiologic Control in Cardiovascular Preclinical Surgery
❤️ New VITAL SIGNS article is live for American Heart Month.
Complex cardiovascular studies demand more than technical skill — they require deliberate physiologic planning, proactive complication management, and confident team execution.
This month’s article breaks down how to build predictable hemodynamic control from induction through reperfusion in open-heart, bypass, and interventional models.
Cardiovascular stability isn’t luck. It’s planned.
Stay Sharp. Stay Supported. Stay Vital.
— Niki

