Mental Health
4 min read
December 10, 2022
The diversity of depression

The diversity of depression

Depression is not a single, uniform condition but a multifactorial disorder influenced by biological, psychological, environmental, and social factors. While diagnostic criteria help identify symptoms, the underlying causes can vary greatly from one individual to another, requiring a personalised and systems-based approach to understanding and treatment.

Depression is a complex disease with multiple contributing factors. The diagnostic criteria for depression include:

  • Depressed or irritable mood
  • Decreased interest in pleasurable activities and ability to experience pleasure
  • Significant weight gain or loss (>5% change in a month)
  • Insomnia or hypersomnia
  • Psychomotor agitation or retardation
  • Fatigue or loss of energy
  • Feelings of worthlessness or excessive guilt
  • Diminished ability to think or concentrate
  • Recurrent thoughts of death or suicide
    (Berton O, et al. Nat Rev Neurosci. 2006)

Chances are that you have felt several of the above criteria but yet you may not have associated it with depression.

This is because depression is a broad term that may affect one person differently to the next, along with having a diverse range of possible causations.

Below is a list of some of the factors that can lead to depression and apathy:

  • Trauma
  • PTSD
  • Abuse
  • Post-natal depression
  • Adverse childhood exposure
  • Lack of safety
  • Economic struggles
  • Autoimmunity
  • Social isolation
  • Heartbreak
  • Social media
  • Lack of purpose
  • S.A.D – Seasonal Affective Disorder (Vitamin D deficiency)
  • Mold exposure
  • Anaemia
  • Sex hormone imbalances (Low/high oestrogen, low testosterone)
  • Hypo/hyper thyroidism
  • Stress
  • Pain
  • Chronic illness
  • Genetic traits
  • Methylation issues
  • Heavy metal toxicity
  • Parasites
  • Nutrient deficiencies (B6, etc)
  • Nutrient excess
  • Artificial light exposure
  • Poor sleep
  • Mitochondrial dysfunctions
  • Poor gut health
  • Gut/brain axis inflammation
  • Cytokine model of depression
  • Medication
  • Loss of a loved one
  • Divorce
  • Substance abuse
  • Neurotransmitter imbalances
  • Lyme
  • Toxic and ambivalent relationships

Each reason, being so unique, may require a completely different approach for therapy from the next.

This reverberates a quote of William Osler, stating ‘It is much more important to know what sort of a patient has a disease than what sort of a disease a patient has’. Unfortunately, society generally neglects the beauty of individuality whilst overlooking the crucial interplay and synergy from the multifactorial systems essential for optimal function within our body.

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A defining moment in human health

We are standing at the edge of a defining moment in human history — one that will reshape how health is understood, managed, and lived. Most practitioners won’t see it coming until it’s already here. The pace of change is no longer linear; it’s accelerating at a parabolic rate.

Over the next ten years, healthcare will undergo a larger transformation than it has in the past two hundred. What once took generations to evolve will soon happen within a single career span.

Why the next leap will eclipse the last 200 years

In the 1850s, global life expectancy hovered around 35 to 40 years. In industrial cities such as Manchester, it was recorded as low as 26. Up to 40% of children died before the age of five. Since then, humanity has doubled its average lifespan — one of the greatest achievements in modern history.

But that magnitude of progress will soon appear slow compared to what lies ahead. To understand why, we must look at how medicine has actually evolved — not as a straight line, but as a series of paradigm shifts.

Medicine has never moved in a straight line

Medicine does not evolve gradually. It moves through distinct eras, each defined by its dominant questions, tools, and limitations. Every era solves the problems of its time — and creates the blind spots of the next.

Medicine 1.0: survival through intervention

The age of infection and emergency care (1800s–1950s)

The first modern era of medicine was built around one core mission: survival. Its philosophy was direct and uncompromising — find the problem, cut it out, kill the pathogen. The focus was acute illness, trauma, and infectious disease. Surgery, antibiotics, vaccines, early imaging, and public health measures transformed mortality rates almost overnight.

Breakthroughs such as germ theory, penicillin, antisepsis, and sanitation saved millions of lives. Yet this era had little understanding of long-term health. There was no framework for chronic disease, prevention, or personalisation. Medicine 1.0 was exceptional in emergencies, but largely blind to the slow decline of health over time.

Medicine 2.0: managing disease, not health

The rise of chronic disease frameworks (1950s–2010s)

As life expectancy increased, the medical challenge shifted. Infectious disease gave way to chronic illness. Medicine 2.0 emerged with a new goal: management. Cardiovascular disease, diabetes, cancer, and mental health disorders became the dominant focus.

Pharmaceuticals, specialist referrals, evidence-based medicine, and large clinical trials defined this era. Disease was framed as isolated dysfunction within individual organ systems. While imaging, surgical techniques, and electronic health records advanced rapidly, care became fragmented. Poly-pharmacy increased, symptoms were suppressed rather than resolved, and patients often cycled endlessly through the system.

Medicine 2.0 kept people alive — but rarely helped them thrive.

Medicine 3.0: personalisation, prevention, and patterns

From symptoms to systems (2010s–2025)

The limitations of chronic disease management gave rise to a new way of thinking. Medicine 3.0 reframed health as a dynamic, interconnected system shaped by genetics, environment, lifestyle, and time. The focus shifted toward root causes, prevention, and optimisation.

Functional blood work, genomics, microbiome testing, wearables, and systems biology expanded what was possible. Practitioners began looking for patterns rather than isolated markers. Precision nutrition and functional reference ranges replaced one-size-fits-all recommendations.

Yet this era introduced new challenges. Data became abundant but scattered. Interpretation demanded high cognitive load. Standards varied widely, access remained inconsistent, and outcomes depended heavily on practitioner experience. While powerful, Medicine 3.0 was difficult to scale.

Many believe this is the peak of modern healthcare.

Why medicine 3.0 is not the end point

Despite its advances, Medicine 3.0 still relies on humans to manually integrate overwhelming amounts of data, make predictions, and adjust protocols over time. It improved insight — but not intelligence. It offered tools — but not true systems.

The next era changes that entirely.

Medicine 4.0: intelligence, automation, and decentralised health

Predictive, adaptive, and continuously evolving care (2025–2040+)

Medicine 4.0 represents a fundamental shift in how health is defined and managed. Health becomes a continuously evolving dataset, updated in real time across all stages of life. The focus moves from reaction to prediction, from static plans to adaptive systems, from intervention to self-correction.

Artificial intelligence, machine learning, digital twins, predictive analytics platforms, continuous multi-biomarker wearables, synthetic biology, and autonomous medical systems will allow health trajectories to be forecast before disease manifests. Diagnostics will become ambient. Treatment will adapt dynamically. Biology itself becomes increasingly programmable.

But this transformation comes with real challenges — data privacy, equity, over-reliance on technology, loss of human connection, and the risk of eroding individual agency. Intelligence must be guided, not blindly trusted.

Building the infrastructure for medicine 4.0

This is where MyHealthPrac enters — not as a response to Medicine 4.0, but as an early foundation for it.

MyHealthPrac is a decentralised health management system designed to translate complexity into clarity. Built on over a decade of research, line-by-line journal reviews, and clinically informed logic, it transforms vast amounts of health data into actionable, root-cause solutions. Hard-coded algorithms, pattern recognition, and predictive frameworks allow practitioners to move beyond interpretation and into intelligence.

This is not theory. It is not a distant vision.

Not the future of health — the next standard

Medicine 4.0 is not coming someday. It is arriving now. And the systems built today will determine whether this new era empowers practitioners and individuals — or overwhelms them.

MyHealthPrac is being built to lead that transition.

Philosophy
6 min read
The 4 ages of medicine and the one we haven’t met yet
The 4 ages of medicine and the one we haven’t met yet
Medicine is entering a new era. From infection control to intelligent, predictive systems, this article traces the evolution of healthcare — and explains why Medicine 4.0 will transform how the world manages health.
August 5, 2025

Trauma can lead to long lasting adaptive mechanisms to protect the individual from repeated exposure, usually these evolutionary defensive behavioural patterns continue later in life despite not being coherent to current day stressors. ⁣

This can lead to distorted situational awareness, disconnecting ones responses and actions from perceived ‘normative’ behaviour.⁣

Highly sensitive triggers may be running in the subconscious mind unknowingly to the individual.⁣

Studies show the adaptive response from trauma can extend over 14 generations. This is a huge component contributing to dysfunctional community syndrome and further stigmatisation.⁣

The following are common factors in trans-generational trauma:⁣

  • Accidental’ epidemics⁣
  • Massacres⁣
  • Starvations⁣
  • War⁣
  • Slavery ⁣
  • The removal of people to reserves ⁣

Below are examples of traumatic events:⁣

  • African Slavery⁣
  • The Holodomor⁣
  • The Holocaust⁣
  • World War 1⁣
  • World War 2⁣
  • Dutch Hunger Winter⁣
  • Ritualistic Abuse⁣
  • Aboriginal Australian Lineage⁣
  • Childhood sexual abuse ⁣
  • Middle Eastern War⁣

Do you think trans-generational trauma has impacted you in any way?

Mental Health
6 min read
Trans-generational trauma
Trans-generational trauma
Trans-generational trauma can quietly affect awareness, emotional regulation, and resilience. Recognising its influence may be a first step toward understanding inherited patterns and restoring agency, safety, and connection.
December 10, 2022

Below are alternative methods which have been studied for their efficacy and effectiveness in combating postpartum depression.

Saffron

A double-blind, randomised, placebo-controlled trial was conducted on 60 new mothers diagnosed with PPD. After 8 weeks, results showed that the saffron group experienced a 96% remission rate for postpartum depression from just 15-mg Saffron per day, more than double the remission rate of placebo group ‘Researchers concluded that saffron can have a safe and significant mood-elevating impact for those suffering from postpartum depression who want to safely breast-feed their newborns’ (8)

When compared with antidepressant medications, saffron has been found to have similar efficacy – without the side effects.

Folate

In placebo-controlled trials, folate has been used as an adjunctive treatment to fluoxetine. Findings indicated significantly greater improvement in the folate group, a difference most pronounced in women (14)

94% of women who received fluoxetine, with the addition of folate 500 mcg per day, were treatment responders, compared with 61% of those who received fluoxetine and placebo

It is recommended that women of reproductive age consume 0.4–1 mg folate daily to reduce the risk of neural tube birth defects.

Exercise

Exercise is integral to optimal health in pregnancy, as well as in the prevention of heart disease, obesity, and diabetes, along with other comorbid diseases. Regular physical activity (after selectively auditing through 216 studies) during pregnancy, pregnancy, and puerperium, or in the postnatal period itself as compared to inactivity, was found to reduce the risk of developing depression in pregnant women and after the birth of a child (6)

Massage

A meta-analysis of 17 RCTs of massage therapy in depressed people concluded that massage therapy is significantly associated with reduced depressive symptoms (11), decreased urinary levels of cortisol (12); and increased urinary levels of serotonin and dopamine (13)

The purpose of this post is to raise awareness and display the vast array of possible paths one could take in supporting their own mental well-being when combatting PPD.

Infant Massages

Infant massage improves mother-infant interaction for mothers with postnatal depression (7)

Seafood

In a large Danish prospective cohort study of more than 54,000 women, participants who were in the lowest quartile of self-reported fish intake during pregnancy were at increased risk of being treated for depression with an antidepressant up to 1-year postnatally (9). Rather than extrapolating this solely to benefits Omega-3, it is important to take into account that sociodemographic characteristics not only influence food availability in house-hold diets but also emotional statue

Bright Light Therapy

In participants who received at least three weeks of bright light therapy each morning for 1-hr had improvements in their depression scores by a mean of 49%; among participants who completed at least 5 weeks, scores improved by 59% (10)

Caveats in this field of research are that the study pools are low most likely due to the ‘cost vs return’ of investing into studies in this sector

References:

  1. J Midwifery Womens Health. 2013 Nov-Dec; 58(6): 643–653.
  2. Lindah l V, Pearson J L, Colpe L. Prevalence of suicidality during pregnancy and the postpartum. Arch Womens Ment Health 2005;8:77–87.
  3. Phytomedicine. 2017 Dec 1;36:145-152. doi: 10.1016/j.phymed.2017.10.005. Epub 2017 Oct 7.
  4. Clin Obstet Gynecol. 2009 Sep; 52(3):456-68.
  5. Acta Obstet Gynecol Scand. 2001 Mar; 80(3):251-5.
  6. Medicina (Kaunas). 2019 Sep 2 ;55(9). Epub 2019 Sep 2. PMID: 31480778
  7. J Affect Disord. 2001 Mar;63(1-3):201-7. PMID: 11246096
  8. J Integr Med. 2013 Nov;11(6):377-83. doi: 10.3736/jintegrmed2013056.
  9. Strom M, Mortensen EL, Halldorsson TI, et al. Fish and long-chain n-3 polyunsaturated fatty acid intakes during pregnancy and risk of postpartum depression: a prospective study based on a large national birth cohort. Am J Clin Nutr 2009; 90:149–55.
  10. Oren DA, Wisner KL, Spinelli M, et al. An open trial of morning light therapy for treatment of antepartum depression. Am J Psychiatry 2002;159:666–9.
  11. Hou WH, Chiang PT, Hsu TY, et al. Treatment effects of massage therapy in depressed people: a meta-analysis. J Clin
    Psychiatry 2010;71:894–901.
  12. Field T, Diego M, Hernandez-Reif M, et al. Pregnancy massage reduces prematurity, low birthweight and postpartum depression. Infant Behav Dev 2009;32:454–60.
  13. Field T, Diego MA, Hernandez-Reif M, et al. Massage therapy effects on depressed pregnant women. J Psychosom Obstet Gynaecol 2004;25:115–22.
  14. Coppen A, Bailey J. Enhancement of the antidepressant action of fluoxetine by folic acid: a randomised, placebo controlled trial. J Affect Disord 2000;60:121-30.
  15. Mischoulon D, Fava M. Role of S-adenosyl-L-methionine in the treatment of depression: a review of the evidence. Am J Clin Nutr 2002;76:1158S 61S.
  16. Roder C, Schaefer M, Leucht S. Meta analysis of effectiveness and tolerability of treatment of mild to moderate depression with St. John’s Wort [in German]. Fortschr Neurol Psychiatr 2004;72:330–43.

Women's Health
6 min read
Combatting postpartum depression
Combatting postpartum depression
Evidence suggests that nutrients, movement, touch, light exposure, and lifestyle-based interventions—such as saffron, folate, exercise, massage, seafood intake, infant massage, and bright light therapy—may meaningfully reduce PPD symptoms and expand the range of supportive options available to new mothers.
December 20, 2022
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