Interpretation Principles
Interpretation Principles
Scientific integrity depends not only on reporting findings, but on defining their boundaries. The Canine Geronutrition Initiative emphasizes careful interpretation of biomarker-based research within appropriate context.
The following principles guide all content presented on this platform.
1. Biomarkers Are Not Lifespan
Changes in biomarkers reflect measurable biological parameters within defined study conditions.
They do not independently demonstrate lifespan extension, disease prevention, or reversal of aging.
2. Association Does Not Establish Causation
Observed relationships in controlled studies indicate statistical association.
They do not confirm direct causality unless supported by mechanistic and longitudinal validation.
3. Controlled Environments Differ from Real-World Settings
Feeding trials and laboratory assessments occur under standardized conditions.
Outcomes may differ in household environments where genetic variability, activity level, and environmental factors vary.
4. Nutrition Is Not Medical Therapy
Nutritional strategies may support physiological processes.
They do not replace veterinary care, pharmaceutical treatment, or disease management protocols.
5. Context Defines Meaning
Scientific findings must be interpreted within:
-
Extrapolation beyond these parameters risks misinterpretation.
6. Responsible Communication
The Initiative is committed to:
-
Scientific progress depends on both curiosity and restraint.