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Choosing Endpoints for Preclinical Efficacy Evaluation
Learn how to choose endpoints for preclinical efficacy evaluation. Aligning functional, structural, and molecular readouts strengthens interpretation.
Dan Salvail
Nov 43 min read


The Role of Preclinical Efficacy Studies in Early Drug Discovery
Discover the role of preclinical efficacy studies in early drug discovery. Learn how study design, endpoints, and interpretation shape program advancement.
Dan Salvail
Nov 24 min read


Translational Gaps in Early Cardiometabolic Drug Programs
Explore where translational gaps emerge in cardiometabolic drug programs. Learn how model choice, endpoints, and dosing shape clinical predictivity.
Dan Salvail
Oct 284 min read


Common Study Design Challenges in Preclinical Development
Learn the common study design challenges in preclinical development. Address model selection, sample size, endpoints, and controls before study initiation.
Dan Salvail
Oct 264 min read


How to Use Peer‑Reviewed Evidence When Evaluating a CRO’s Disease Models
Learn how peer-reviewed evidence reveals a CRO disease model validation, endpoint sensitivity, and scientific expertise.
Dan Salvail
Oct 214 min read


Scientific Direction in a Preclinical CRO Partnership: What to Expect from Study Design Collaboration
Learn what scientific direction delivers in a preclinical CRO partnership. Study design collaboration shapes better data and faster development decisions.
Dan Salvail
Oct 194 min read


Connecting In Vivo Efficacy to Ex Vivo Cellular Metabolism, Flow Cytometry, and Omics Readouts
Connect in vivo efficacy data to Seahorse metabolism, flow cytometry, and omics readouts. Learn how integrated preclinical studies build mechanistic evidence.
Dan Salvail
Oct 144 min read


Coagulation & Thrombosis Models: When to Use Venous Stasis vs FeCl3 Arterial Thrombosis, and How to Interpret Readouts
Compare venous stasis and FeCl3 arterial thrombosis models for preclinical drug development. Learn when to use each and how to interpret readouts.
Dan Salvail
Oct 124 min read


Fibrosis: Cross-Organ Biology and Endpoint Alignment (Lung, Liver, Kidney)
Fibrosis is a cross-organ disease involving lung, liver, and kidney injury. Align models and endpoints to improve translational relevance.
alozhkin6
Jul 293 min read


Respiratory Disease Models: Choosing Functional Readouts for ARDS, COPD, and IPF
Respiratory disease models need functional readouts that translate. Match ARDS, COPD, and IPF models to biology and mechanism.
Dan Salvail
Jul 274 min read


In Vitro Proarrhythmic Liability: Integrated with In Vivo Telemetry for Predictive Cardiac Safety
In vitro proarrhythmic liability is more predictive when paired with in vivo telemetry. Integrated testing improves cardiac safety decisions early.
Dan Salvail
Jul 224 min read


Pulmonary Hypertension Model Selection: PAH and CTEPH Research
Pulmonary hypertension models must match PAH or CTEPH biology. The right choice improves hemodynamics, remodeling data, and translational value.
Dan Salvail
Jul 204 min read


Metabolic Heart Failure: From Mitochondria to Systemic Dysfunction, What Preclinical Models Can and Can’t Tell Us
Metabolic heart failure involves mitochondrial dysfunction and systemic disease. Learn what preclinical models can and can’t reveal.
Dan Salvail
Jul 154 min read


HFpEF vs HFrEF in Preclinical Research: Model Selection, Induction Methods, and Translational Endpoints
HFpEF and HFrEF need different preclinical models and endpoints. Learn how model selection and induction methods improve translational relevance.
Dan Salvail
Jul 134 min read


GLP vs Non-GLP in Preclinical Efficacy & Safety: What Changes in Study Design, QA, and Documentation?
GLP changes study design, QA, and documentation in preclinical research. Learn what shifts from non-GLP to regulated studies.
Dan Salvail
Jul 83 min read


In Vivo Disease Model: Reduce Late-Stage Risk with the Right Translational Choice
In vivo disease models help reduce late-stage drug development risk. The right translational choice improves relevance, biomarkers, and confidence.
Dan Salvail
Jul 64 min read


Episode 11. Opportunity in opposition
On April 14, Harvard University saw 2.2 billion US$ in grant money frozen after it elected to maintain diversity, equity and inclusion policies. Princeton, Cornell, Northwestern universities also suffered cuts in funding for similar reasons. As the freezing of research funding expands weekly in the US, universities have created “bridge funding” to support affected graduate students and programs. Furthermore, alternative sources of cash are under consideration: after all, weal
Dan Salvail
Jun 172 min read
Episode 9. Innovation
The inexorable drive for success when most basic needs have been fulfilled propels inventors in amusing places indeed: today, the FAA released its guidance on the use of electrical air taxis - à la Jetsons... It takes a special brain to innovate. A precious ability to disregard everything you know, think outside the box, and look at an issue with new eyes. It requires throwing away the existing confines, and re-inventing with a new direction. I can’t do that: I’ve been calle
Dan Salvail
Jun 172 min read
Episode 8.
Last week at the local tailor shop, I was presented with the ecological argument to purchase a custom-made shirt: “The fit is impeccable, and instead of making 3 shirt sizes (Small, Medium, Large) to sort-of fit your body, a single shirt will be made. Less time, less energy, less waste.” I’m a common 16.5-32 slim-fit-shirt guy, so I walked out without the $150 tailored shirt, but with a useful analogy… My team specializes in custom-designed preclinical studies. “Bespoke”, “Un
Dan Salvail
Jun 172 min read
Episode 7. A scientist’s social contract
I was reminded last week of the extraordinary circumstances which allow scientists to pursue a life’s passion – the generation of new knowledge, in all fields of research; Aside from talent and interest -thanks for the genes, Mom & Dad!-, the location of our birth and upbringing, the patience and devotion of our teachers, and a fair chunk of cash led us all to the labs where we labor today. In addition to parental support, the public’s financial contribution to the education
Dan Salvail
Jun 173 min read
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