My research has two broadly complementary dimensions: theoretical framework development grounded in an informational ontology of living systems, and applied clinical data analysis and decision-support tool development. These are not separate tracks — the applied work is the empirical and clinical expression of the theoretical framework, and the theoretical framework is continuously tested and refined against real-world clinical data and practice.

Theoretical & Framework Research

The organizing claim underlying all of my theoretical work is this: living systems are primarily informational rather than material. Health is the coherent coupling of physical tissue to deeper organizational fields — what the traditional medical systems called vital, etheric, or formative forces, and what contemporary physics is approaching through concepts like implicate order, holographic geometry, and bioelectric morphogenetics. Disease begins as a loss of that coherence. Remedies act not by replacing missing molecules but by restoring informational coherence between tissue and its archetypal organizational source.

This claim is not merely philosophical. It is increasingly supported by evidence from multiple directions — Michael Levin’s bioelectric morphogenetics, quantum coherence in biological systems, and theoretical developments in physics suggesting that spacetime and its gauge fields may themselves be projections of a deeper geometric order. My theoretical research attempts to build this into a rigorous, generative clinical framework rather than leaving it as a suggestive analogy.

Systems Medicine & Organ-Network Theory

My primary independent research develops a unified clinical architecture mapping the organ-network and pattern theories of Asian classical medicine and anthroposophical medicine onto modern neuroendocrine-immune physiology — grounded in an informational rather than molecular ontology of health.

The organ systems of TCM, the planetary life processes of anthroposophical medicine, and the neuroendocrine axes of modern physiology are three observational traditions that have been triangulating the same underlying reality from different angles — the archetypal organizational modes through which a deeper formative order expresses itself in living tissue. Each tradition developed sensitivity to a different layer of the transduction hierarchy: TCM to organ-pattern dynamics and qi-blood-yin-yang tissue states; anthroposophical medicine to the planetary life processes governing metabolic and rhythmic organization; modern physiology to the molecular and bioelectric mechanisms through which these patterns become measurable.

The goal is a coherent multi-scale synthesis that honors the explanatory depth of each tradition, makes their convergences explicit, and generates testable clinical hypotheses.

This work draws on:

  • TCM, Tibetan, and Ayurvedic organ-system and pattern frameworks
  • Anthroposophical medicine and its planetary life-process model
  • Neuroendocrine-immune signaling and systems endocrinology
  • Bioelectric field dynamics and morphogenetic organization
  • Salutogenesis and health-generative regulatory dynamics
  • Network medicine and systems biology principles
  • Bohm’s implicate order as ontological framework

Botanical Medicine as Informational Therapeutics

Parallel to the framework work, I am developing a structured approach to botanical medicine that differs fundamentally from both conventional pharmacognosy and most current integrative botanical practice. The dominant trend in botanical medicine — toward standardized extracts, isolated constituents, and molecular targets — adopts the same reductionist framework as pharmaceutical medicine, discarding precisely the informational and relational dimensions that made traditional botanical systems effective.

My approach treats plants as carriers of specific organizational signatures — informational patterns that resonate with specific tissue states and archetypal organ modes. Preparing and prescribing them well means working with that informational content rather than extracting and amplifying molecular constituents. This includes developing structured polyherbal reasoning frameworks, mapping herbal actions onto organ-network patterns, and building a preparation science grounded in the informational model.

This work is being developed into structured clinical decision-support tools through the PhytoElixia initiative.

Bioelectricity, Morphogenetic Fields, and the Transduction Layer

A central thread of my theoretical work investigates the bioelectric field as the primary transduction layer between the implicate organizational order and physical tissue — the medium through which archetypal formative information becomes expressed in molecular biology and physical morphology.

Drawing on Michael Levin’s developmental bioelectricity research and David Bohm’s implicate order framework, I am developing a model in which:

  • Bioelectric gradients carry positional and organizational information that is not reducible to genomic or molecular signaling
  • The magnetic vector potential — a geometric object in gauge field theory with non-local phase effects — may serve as a physical bridge between the implicate organizational field and bioelectric tissue dynamics
  • Living matter is distinguished from dead matter precisely by its active coupling to this transduction layer — its participation in an organizational field that dead matter does not access
  • Chronic disease represents, at the deepest level, a degradation of that coupling — a loss of informational coherence between tissue and its archetypal organizational source

This framework connects directly to the clinical model: treatment aimed at restoring bioelectric coherence and organizational coupling is categorically different from treatment aimed at molecular correction. It also generates specific empirical predictions about the relationship between bioelectric field disruption, pattern-level clinical changes, and eventual molecular pathology.

Applied Research & Tool Development

Clinical Decision-Support for Integrative Practitioners

I am developing a clinical decision-support platform — the clinical tools layer of PhytoElixia — designed for integrative and naturopathic practitioners. The system provides structured navigation from presenting condition → organ-pattern → herb and protocol recommendations, built on the theoretical frameworks described above.

The architecture reflects the informational model: the navigation hierarchy is condition → pattern → organ-pattern → botanical, with each level corresponding to a different layer of organizational resolution. The platform is intended as a knowledge layer for practitioners working with complex, multisystem presentations — supporting pattern recognition, treatment planning, and continuing education simultaneously.

Naturopathic EHR Data Analysis

I am developing an analytical project using real-world electronic health record data from naturopathic clinical practice. This work aims to characterize patient presentations, treatment patterns, and clinical outcomes in integrative and naturopathic care — a population and practice context that remains substantially underrepresented in the clinical research literature.

Beyond descriptive analysis, this project offers the possibility of testing specific predictions of the organ-pattern framework against real-world clinical data — asking whether pattern-based treatment classification predicts outcomes better than diagnosis-based classification, and whether bioelectric and HRV-derived markers correlate with pattern-level clinical assessments in theoretically predicted ways.

Clinical Data Science & Informatics

My applied research background includes a postdoctoral fellowship in bioinformatics and computational biomedicine at Oregon Health & Science University, with a focus on multimodal clinical data, longitudinal modeling, and EHR-based analytics. Current analytical interests include:

  • Longitudinal and time-dependent patterns in real-world clinical data
  • Physiological variability and autonomic metrics as indicators of organizational coherence and regulatory resilience
  • EHR-based phenotyping and cohort analysis methods
  • Interpretable modeling approaches connecting quantitative patterns to clinically meaningful phenomena
  • Integration of traditional medicine pattern frameworks with quantitative clinical datasets

Writing & Dissemination

Theoretical developments and clinical frameworks are disseminated through my Substack publication and through the practitioner mentorship group, where emerging frameworks are tested against real-world clinical cases in real time. The mentorship group functions as a live development space — each session generating structured clinical content that feeds directly into the PhytoElixia knowledge base. I am working toward formal publication of key theoretical contributions.

Consulting & Collaboration

I am available for consulting and collaborative projects in medical and naturopathic data science, including:

  • Clinical data analysis and EHR-based research
  • Longitudinal modeling and physiological variability analysis
  • Decision-support tool development for integrative practice
  • Systems-oriented frameworks for chronic disease research
  • Wearable and digital health data interpretation

I particularly welcome collaboration with researchers and clinicians working at the edges of conventional frameworks — where the phenomena are outrunning the models.

📧 drpkalnins@gmail.com