Lifelong effects of stress

A 2016 commentary A trilogy of glucocorticoid receptor actions that included two 2015 French rodent studies started out:

Glucocorticoids (GCs) belong to a class of endogenous, stress-stimulated steroid hormones. They have wide ranging physiologic effects capable of impacting metabolism, immunity, development, stress, cognition, and arousal.

GCs exert their cellular effects by binding to the GC receptor (GR), one of a 48-member (in humans) nuclear receptor superfamily of ligand-activated transcription factors.”

The French studies were exceedingly technical. The first GR SUMOylation and formation of an SUMO-SMRT/NCoR1-HDAC3 repressing complex is mandatory for GC-induced IR nGRE-mediated transrepression:

“GCs acting through binding to the GR are peripheral effectors of circadian and stress-related homeostatic functions fundamental for survival.

Unveils, at the molecular level, the mechanisms that underlie the GC-induced GR direct transrepression function mediated by the evolutionary conserved inverted repeated negative response element. This knowledge paves the way to the elucidation of the functions of the GR at the submolecular levels and to the future educated design and screening of drugs, which could be devoid of undesirable debilitating effects on prolonged GC therapy.”

The companion study Glucocorticoid-induced tethered transrepression requires SUMOylation of GR and formation of a SUMO-SMRT/NCoR1-HDAC3 repressing complex stated:

“GCs have been widely used to combat inflammatory and allergic disorders. However, multiple severe undesirable side effects associated with long-term GC treatments, as well as induction of glucocorticoid resistance associated with such treatments, limit their therapeutic usefulness.”

Even when researchers study causes, they often justify their efforts in terms of outcomes that address effects. Is an etiologic advancement in science somehow unsatisfactory in and of itself?


Once in a while I get a series of personal revelations while reading scientific publications. Paradoxically, understanding aspects of myself has seldom been sufficient to address historical problems.

Thoughts are only where some of the effects of problems show up, and clarifying my understanding can – at most – tamp down these effects. The causes are elsewhere, and addressing them at the source is what ultimately needs to happen.

A few glucocorticoid-related items to ponder:

  • How has stress impacted my life? When and where did it start?
  • Why do I feel wonderful after taking prednisone or other anti-inflammatories? What may be the originating causes of such effects?
  • Why have prolonged periods of my life been characterized by muted responses to stress? How did I get that way?
  • Have I really understood why I’ve reflexively put myself into stressful situations? What will break me out of that habit?
  • Why do the feelings I experience while under stressful situations feel familiar? Does my unconsciousness of their origins have something to do with “homeostatic functions fundamental for survival?”
  • Why haven’t I noticed that symptoms of stress keep showing up in my life? There are “physiologic effects capable of impacting metabolism, immunity,” etc. but I don’t do something about it?
  • How else may stress impact my biology? Brain functioning? Ideas and beliefs? Behavior?

The purpose of many epigenetic processes is to control virus-like material

This 2016 Swiss human review’s subject was:

“Transposable elements (TEs) may account for up to two-thirds of the human genome, and as genomic threats they are subjected to epigenetic control mechanisms engaged from the earliest stages of embryonic development.

TEs are present in all organisms from bacteria to humans, and they constitute essential motors of evolution. TEs are phylogenetically and biologically related to viruses.

TEs can disrupt genes, provide novel coding activities, exert a wide range of transcriptional influences, and, because of their repetitive nature, create grounds for recombination events leading to genomic deletions and duplications, yet only a very small minority of TEs present in the human genome are still transposition-competent, accounting for one new germline integrant in 20 to 50 human births, and none is capable of horizontal transfer.

A vast majority of these DNA-binding proteins, including many of those expressed in human differentiated cells, primarily recognize sequences contained within TEs..controlling the transcriptional potential of their TE targets well beyond the early embryonic period..modulating the transcriptional impact of TE-residing sequences that are co-opted to regulate the expression of cellular genes.

A large fraction of the recognizable mobile elements in our genome are unique to humans or close relatives. The impact of this phenomenon on speciation might be particularly pronounced in organs subjected to environmental constraints that are not overly coercive, such as the brain..the central nervous system.”

The author presented evidence that the purpose of many ongoing epigenetic processes is to silence or otherwise “tame” TEs “to regulate the expression of cellular genes.” The author contrasted his view with the view that:

“Beyond this early embryonic period, TEs become permanently silenced, and that the evolutionary selection of TE controllers is the result of a simple evolutionary arms race between the host and these genetics invaders.”

http://symposium.cshlp.org/content/early/2016/01/13/sqb.2015.80.027573.long “Transposable Elements, Polydactyl Proteins, and the Genesis of Human-Specific Transcription Networks”

State-dependent brain functions and adrenaline

This 2015 German/Italian rodent study investigated:

“How a specific neuromodulatory input may influence the information content and the readout of cortical information representations of sensory stimuli.

The locus coeruleus (LC) is a brainstem neuromodulatory nucleus that likely plays a prominent role in shaping cortical states via a highly distributed noradrenaline release in the forebrain. In particular, the LC:

  • Contributes to regulation of arousal and sleep;
  • Is involved in cognitive functions such as vigilance, attention, and selective sensory processing; and
  • Modulates cortical sensory responses and cortical excitability.

An important addition of our work to previous models of state dependence was the inclusion of the contribution of an important neuromodulator – the noradrenergic system. Our results support the hypothesis that the temporal structure of LC firing causally influences cortical dynamics.

Our work highlights the importance of timing of LC burst: suitably timed LC burst (for example, triggered by an alerting stimulus) can very rapidly trigger transitions into excitable cortical states, which in turn decrease the threshold for cortical responses and thus dynamically facilitate the processing of salient or attended events.

State dependence may either:

  • Force neurons to transmit information only using codes that are robust to state fluctuations (e.g., relative firing rates), or may
  • Force downstream neurons to gain information about the state of the networks sending the sensory messages and then to use the knowledge of state to properly interpret neural responses.

Our results suggest that the latter information transmission scheme is feasible, because detecting state by either monitoring the dynamics of cortical ongoing activity alone or by also monitoring the dynamics of noradrenergic modulation substantially increased the amount of information about sensory stimuli in the late response components relevant for behavior.”

The study added to the evidence that state dependencies can’t be overlooked in explanations of brain function and resultant physical and mental activity. Locus coeruleus neural activity “can very rapidly trigger transitions into excitable cortical states..and thus dynamically facilitate the processing of salient or attended events.”

Adrenaline from the locus coeruleus produced a state of arousal in multiple brain and body areas tied into the subjects’ sympathetic nervous systems. Such internal state changes may be accompanied by state-dependent memories, following the findings of What can cause memories that are accessible only when returning to the original brain state?

The study highlighted the capability of a lower brain structure to influence other brain areas. Its findings should inform researchers in attention and behavior studies, especially when investigating causes of attention and behavior difficulties.

http://www.pnas.org/content/112/41/12834.full “Modeling the effect of locus coeruleus firing on cortical state dynamics and single-trial sensory processing”

Treating prenatal stress-related disorders with an oxytocin receptor agonist

This 2015 French/Italian rodent study found:

“Chronic systemic treatment with carbetocin [unavailable in the US] in PRS [prenatally restraint stressed] rats corrected:

  • the defect in glutamate release,
  • anxiety– and depressive-like behavior,

and abnormalities:

  • in social behavior,
  • in the HPA response to stress, and
  • in the expression of stress-related genes in the hippocampus and amygdala.

These findings disclose a novel function of oxytocin receptors in the hippocampus, and encourage the use of oxytocin receptor agonists in the treatment of stress-related psychiatric disorders in adult life.”

carbetocin

The adult male subjects were:

“PRS rats..the offspring of dams exposed to repeated episodes of restraint stress during pregnancy.

These rats display anxiety- and depressive-like behaviors and show an excessive glucocorticoid response to acute stress, which is indicative of a dysregulation of the hypothalamus-pituitary-adrenal (HPA) axis caused by an impaired hippocampal glucocorticoid negative feedback.

PRS rats show a selective reduction in glutamate release in the ventral hippocampus.”

The researchers cited several other studies they have performed with the PRS phenotype. In the current study:

“Carbetocin treatment had no effect on these behavioral and neuroendocrine parameters in prenatally unstressed (control) rats, with the exception of a reduced expression of the oxytocin receptor gene in the amygdala.

Carbetocin displayed a robust therapeutic activity in PRS rats, but had no effect in unstressed rats, therefore discriminating between physiological and pathological conditions.”


The PRS phenotype showed the ease with which a child can be epigenetically changed – even before they’re born – to be less capable over their entire life. Just stress the pregnant mother-to-be.

https://www.sciencedirect.com/science/article/abs/pii/S0306453015002395 “Activation of presynaptic oxytocin receptors enhances glutamate release in the ventral hippocampus of prenatally restraint stressed rats” (not freely available) Thanks to coauthor Dr. Eleonora Gatta for providing the full study.

What was not, is not, and will never be

Neuroskeptic’s blog post Genetic Testing for Autism as an Existential Question related the story of “A Sister, a Father and a Son: Autism, Genetic Testing, and Impossible Decisions.”

“I decided to put the question to my sister, Maria. Although she is autistic, she is of high intelligence.

Maria was excited to be an aunt soon, and was willing to do what she could to help my baby – even if what she was helping with was to avoid her own condition.

She is high enough functioning to know some of what she’s missing in life, and has longed her entire life to be “normal.” If she could save her niece or nephew some of the pain and awkwardness her condition had caused her, she was willing to help.”

In the concluding paragraph:

“What struck me about this story is the way in which the prospect of the genetic test confronted Maria with a very personal decision: will you do something that might help prevent someone else becoming like you?

Isn’t this very close to the ultimate existential question: all things considered, would you wish to live your life over again?”


Aren’t the majority of humans also “high enough functioning to know some of what she’s missing in life?”

Aren’t our feelings of what we’re missing one of the impetuses for us to have also “longed her entire life to be normal?”

This feeling was aired in Dr. Arthur Janov’s blog post What a Waste:

“What it was, was the feeling of great loss, something missing that could never again be duplicated.

It was no love where it could have been the opposite if the parent’s gates could have been open. But it could not be because that would have meant terrible pain and suffering for them; and their whole neurologic system militated against any conscious-awareness.”


We long for what was and is impossible:

  • For many of us, the impossibilities of having normal lives started with prenatal epigenetic changes.
  • Our experiences of our postnatal environment prompted us into adapting to its people, places, and contents. These neurological, biological, and behavioral adaptations were sometimes long-lasting deviations from developmental norms.
  • Other genetic factors combined with the above to largely make us who we were and are.

Our longing for an impossible-to-reconstruct life doesn’t go away.

We often may not be aware of our longing for what “could not be” and of its extensive impacts. Such feelings impel us into many hundreds of ideas, hundreds of beliefs, and hundreds of behaviors, a sample of which were referred to above:

  • Behaviors to “do something that might help prevent someone else becoming like you;”
  • Ideas such as existential philosophy; and
  • Beliefs that manifest the “wish to live your life over again.”

Spending our time on these ideas, beliefs, and behaviors won’t ameliorate their motivating causes. Our efforts distance us from our truths, with real consequences: a wasted life.

What keeps us from understanding our reality? I invite readers to investigate Dr. Arthur Janov’s Primal Therapy for effective therapeutic approaches.

Are hormone ratios useful in explaining health? Behavior? Neurobiology? Anything?

This 2015 Zurich human review addressed:

“A remarkable lack of discussion on the meaning and interpretation of frequently used hormone ratios.

The interpretation of hormone ratios is complicated and in many cases not sufficiently supported from a theoretical point of view.

Based on the assumption that the balance between two interdependent hormones determines their eventual effects on brain and other tissues, this index has been commonly interpreted as an indicator of the balance between two endocrine systems.

The ratio is typically calculated by simply dividing the raw value of one hormone by the raw value of a second hormone. However, endocrine parameters may fluctuate considerably within individuals across short periods of time on the basis of circadian rhythms or contextual factors. Nevertheless, the ratio method has so far only rarely been applied in the context of repeated endocrine assessments.”

The researchers made a non-exhaustive list of three dozen studies that used hormone ratios among cortisol, dehydroepiandrosterone sulfate (DHEA-S), estradiol, progesterone, testosterone, triiodothyronine (T3), thyroxine (T4), etc., to explain various outcome measures such as:

  • “Health status
  • Aggressive behavior
  • Psychopathy
  • Marital violence
  • fMRI response to angry and happy faces
  • Early life adversity
  • Depression
  • Chronic stress
  • Alexithymia”

Their 2015 study on “endocrine correlates of pro-environmental behavior” was used as an illustrative example. It had 229 male subjects between ages 19 and 77. Salivary cortisol (C) and testosterone (T) was sampled with these results:

“T/C and C/T ratios produce different means, standard deviations and distributional properties which significantly deviate from normality.

Height is not significantly associated with either T/C or C/T. In fact, looking at the original variables, C correlates positively with height while T shows no association.

When we include age as a covariate (assuming that it is associated with both height and hormone status) the partial correlation between T/C and height then is significant while the association between C/T and height is non-significant, even though both ratios are based on the exact same data.

Looking at the negative association between age and T/C the observed age-related ratio decline is mainly due to the fact that the T value in the numerator decreases with age while the C value in the denominator remains relatively constant. In this case, the analysis of the individual variables therefore offers more information and a more accurate picture of the underlying relationships.


A few previous studies have standardized the two underlying hormone distributions before calculating the ratio in order to account for the fact that two hormones often exhibit very different means and standard deviations. Standardization leads to values that express each subject’s hormone concentration relative to the sample mean.

A ratio calculated on the basis of such standardized hormones takes on a different meaning. In particular, the ratio no longer merely represents the proportion of the two hormones within the individual but also incorporates how high the two hormone concentrations are with respect to the sample distributions.”


Practices to improve the use and interpretation of hormone measurements included:

“Regression techniques employed on the original variables constitute a better suited alternative devoid of the problems associated with the ratio method. Moderation analysis, in particular, is a useful approach, which often provides more detailed insight into the relationships of interest.

Ratios should either be analyzed with non-parametric techniques, or be log-transformed before parametric statistical methods are applied.”

Set points and variations in an individual’s hormone balances are usually effects of underlying causes. Researchers will hopefully pay more attention to effectively dealing with ultimate causes as the preferred methods of managing an individual’s health, behavioral, and neurobiological effects.

https://www.sciencedirect.com/science/article/abs/pii/S0306453015009531 “How to use and interpret hormone ratios” (not freely available)

Stress consequences on gut bacteria, behavior, immune system, and neurologic function

This 2015 Canadian rodent study found:

“Chronic social defeat induced behavioral changes that were associated with reduced richness and diversity of the gut microbial community.

The degree of deficits in social, but not exploratory behavior, was correlated with group differences between the microbial community profile.

Defeated mice also exhibited reduced abundance of pathways involved in biosynthesis and metabolism of tyrosine and tryptophan: molecules that serve as precursors for synthesis of dopamine, norepinephrine, serotonin, and melatonin, respectively.

This study indicates that stress-induced disruptions in neurologic function are associated with altered immunoregulatory responses.”

These researchers had an extensive Discussion section where they placed study findings in contexts with other rodent and human studies. For example:

“Our analyses also predicted reduced frequency of fatty acid biosynthesis and metabolism pathways, including that of propanoate and butanoate – byproducts of dietary carbohydrate fermentation by intestinal microorganisms.

Butyrate is a potent histone deacetylase (HDAC) inhibitor that exerts antidepressant-like effects by increasing histone acetylation in the frontal cortex and hippocampus, and consequentially, raising BDNF transcript levels.

Although it was previously unclear whether systemic levels of these metabolites achieved in vivo were sufficient to produce behavioral changes, progress has been made by discovering their presence in cerebrospinal fluid and the brain, and demonstrating that colon-derived SCFAs [short chain fatty acids] cross the blood–brain barrier and preferentially accumulate in the hypothalamus, where they can affect CNS activity.”

http://www.psyneuen-journal.com/article/S0306-4530%2815%2900934-8/fulltext “Structural & functional consequences of chronic psychosocial stress on the microbiome & host”

A problematic study of testosterone’s influence on behavior and brain measurements

This 2015 US/Canadian human study of people ages 6 to 22 years found:

“Testosterone-specific associations between amygdala volume and key prefrontal areas involved in emotional regulation and impulse control:

  1. Testosterone-specific modulation of the covariance between the amygdala and medial prefrontal cortex (mPFC);
  2. A significant relationship between amygdala-mPFC covariance and levels of aggression; and
  3. Mediation effects of amygdala-mPFC covariance on the relationship between testosterone and aggression.

These effects were independent of sex, age, pubertal stage, estradiol levels and anxious-depressed symptoms.

For the great majority of individuals in this sample, higher thickness of the mPFC was associated with lower aggression levels at a given amygdala volume. This effect diminished greatly and disappeared at more extreme amygdala values.”

The study provided noncausal associations among the effects (behavioral, hormonal, and brain measurements).


From the Limitations section:

“No umbilical cord or amniotic measurements were available in this study and we therefore cannot control for testosterone levels in utero, a period during which significant testosterone-related changes in brain structure are thought to occur.”

There’s evidence that too much testosterone for a female fetus and too little testosterone for a male fetus both have lifelong adverse effects. The researchers dismissed this etiologic line of inquiry with a “supporting the notion” referral to noncausal studies.


The researchers were keen to establish:

“A very specific, aggression-related structural brain phenotype.”

This putative phenotype hinged on:

  • Older subjects’ behavioral self-reports, and
  • Parental assessments of younger subjects’ behavior

exhibited during the previous six months, and within six months of their fMRI scan.

These self-reports and interested-party observations were the entire bases for the “aggressive behavior” and “anxious–depressed” associations! The researchers disingenuously provided multiple references and models for the reliability of these assessments.


Experimental behavioral measurements – such as those done to measure performance in decision studies – may have been more accurate and informative than what the older subjects chose to self-report about their own behavior over the previous six months.

People of all ages have an imperative to NOT be completely honest about their own behavior. One motivation for this condition is that some of our historical realities are too painful to enter our conscious awareness and inform us about our own behavior. As a result, our feelings, thoughts, and behavior are sometimes driven by our histories without us being aware of it.

For example, would a teenager/young adult subject self-report an impulsive act, even if they didn’t fully understand why they acted that way? Maybe they would if the act could be viewed as prosocial, but what if it was antisocial?

What are the chances that the lives of these teenager/young adult subjects were NOT filled with impulsive actions during the six months before their fMRI scans? Could complete and accurate self-reports of such behaviors be expected?

Experimental behavioral measurements may have also been more accurate and informative than second-hand, interested-party observations of the younger subjects. Could a parent who provided half of the genes and who was responsible for many of their child’s epigenetic changes make anything other than subjective observations of their handiwork’s behavior?


Epigenetic studies have shown that adaptations to environments are among the long-lasting causes for effects that include behavior, hormones, and brain measurements. Why, in 2015, did researchers spend public funds developing what they knew or should have known would be noncausal associations, while not investigating possible causes for these effects?

Why weren’t the researchers interested enough to gather and assess etiologic genetic and epigenetic evidence? Was it that difficult to get blood samples at the same time the subjects gave saliva samples, and perform selected genetic and DNA methylation analyses?

What did the study contribute towards advancing science? Who did the study really help?

My judgment: less than nothing; and nobody. The researchers only wasted public funds advancing a meme, giving it an imprimatur of science.

http://www.psyneuen-journal.com/article/S0306-4530%2815%2900924-5/fulltext “A testosterone-related structural brain phenotype predicts aggressive behavior from childhood to adulthood”

The cerebellum’s role in human behavior and emotions

This 2016 Italian human review considered the lower brain’s contributions to an individual’s behavior and temperament:

“In evidencing associations between personality factors and neurobiological measures, it seems evident that the cerebellum has not been up to now thought as having a key role in personality.

Cerebellar volumes correlate positively with novelty seeking scores and negatively with harm avoidance scores. Subjects who search for new situations as a novelty seeker does (and a harm avoiding does not do) show a different engagement of their cerebellar circuitries in order to rapidly adapt to changing environments.

Cerebellar abilities in planning, controlling, and putting into action the behavior are associated to normal or abnormal personality constructs. In this framework, it is worth reporting that increased cerebellar volumes are even associated with high scores in alexithymia, construct of personality characterized by impairment in cognitive, emotional, and affective processing.”

The full paper wasn’t freely available, but a list of the 173 references was. 17 references were of alexithymia, also mentioned in the title.


One freely available reference was The embodied emotion in cerebellum: a neuroimaging study of alexithymia, a 2014 study performed by these same authors, which found:

“Alexithymia scores were linked directly with cerebellar areas and inversely with limbic and para-limbic system, proposing a possible functional modality for the cerebellar involvement in emotional processing.

The increased volumes in Crus 1 of subjects with high alexithymic traits may be related to an altered embodiment process leading to not-cognitively interpreted emotions.”

“Alexithymia scores” referred to one of the methods used to characterize alexithymia symptoms, self-reported answers to questionnaires such as this one. Sample questions from the questionnaire used by the referenced study are:

  • “I am often confused about what emotion I am feeling
  • It is difficult for me to reveal my innermost feelings, even to close friends”

The questionnaire mainly engages a person’s cerebrum. The person may recall emotions, and form ideas as framed by each question. Then they’ll describe these ideas in terms of a scaled answer.

Cerebral answers may provide historical contexts for feelings. However, the person’s cerebellum and other brain areas aren’t necessarily engaged by the diagnostic questionnaire.

Without this engagement, the person may not experience feelings when providing answers about feelings. The answers may be more along the lines of “This is what I think I should be feeling” or “This is what I think I should tell the researchers about what I think I should feel.”


  • Can a questionnaire accurately determine associations among engaged and unengaged brain areas?
  • What can be done regarding “impairment in cognitive, emotional, and affective processing?”
  • What’s the lower brain’s “involvement in emotional processing?”
  • How does the lower brain shape a person’s behavior and traits?
  • When and where in an individual’s lifespan does their cerebellum develop?

http://link.springer.com/article/10.1007/s12311-015-0754-9 “Viewing the Personality Traits Through a Cerebellar Lens: a Focus on the Constructs of Novelty Seeking, Harm Avoidance, and Alexithymia”

Testing the null hypothesis of oxytocin’s effects in humans

“There are so many reports of relationships between oxytocin and social behaviors. It is impossible that not a single one of these effects is real.

Isn’t it?

When running a battery of three tasks for every subject who underwent oxytocin treatment..finding false effects becomes almost guaranteed – over 90%.”

http://theneuroeconomist.com/2016/01/the-self-justification-molecule-how-have-we-accumulated-a-vast-behavioral-oxytocin-literature-for-over-a-decade/ “The self-justification molecule: how have we accumulated a vast behavioral oxytocin literature for over a decade”


From one of the references, Why Most Published Research Findings Are False:

“For many current scientific fields, claimed research findings may often be simply accurate measures of the prevailing bias.”


Also see the researcher’s response on their blog post Does oxytocin increase trust in humans? Frequently asked questions:

“Scientists publish only positive findings and not negative ones, and I cannot think of a single study in the vast human oxytocin literature that was replicated by an independent research group.”

Epigenetic effects of cow’s milk

This 2015 German paper with 342 references described:

“Increasing evidence that milk is not “just food” but represents a sophisticated signaling system of mammals.

This paper highlights the potential role of milk as an epigenetic modifier of the human genome paying special attention to cow milk-mediated overactivation of FTO [a gene associated with fat mass and obesity] and its impact on the transcriptome of the human milk consumer.”

The author declared “no competing interests” and “There are no sources of funding.” He presumably wasn’t pressured into writing this paper.

The paper wasn’t agenda-free, however. The main thesis was:

“Persistent milk-mediated epigenetic FTO signaling may explain the epidemic of age-related diseases of civilization.”

There were separate sections on how milk may promote:

  • Breast cancer
  • Prostate cancer
  • Obesity
  • Metabolic syndrome
  • Coronary heart disease
  • Early menarche
  • Type 2 diabetes
  • Neurodegenerative diseases

I don’t eat or drink dairy products because I’m lactose-intolerant. I coincidentally don’t have any of the diseases mentioned in the paper.

My life experiences haven’t led me to share the author’s sense of alarm, or to attribute other people’s problems to their consumption of milk products. However, more than a few problems I’ve had are things I’ve done to myself through actions or inaction that may have turned out differently if I had better information.

So I curated this article in case we’re insufficiently informed about the harmful epigenetic effects of milk. What do you think?

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4687119/ “Milk: an epigenetic amplifier of FTO-mediated transcription? Implications for Western diseases”

Using twins to estimate the extent of epigenetic effects

This 2015 international study of intellectual disability used human twins to estimate the impact of genetic, shared-environment, and non-shared-environment on the study’s subjects:

  1. “Estimate of 0.46 (95% CI: 0.32–0.60) can be ascribed to genetic factors.
  2. Estimate of 0.30 (95% CI: 0.19–0.41) may be due to environmental factors involved in growing up in the same environment.
  3. The remaining 24% (95% CI: 0.18–0.29) of the difference is due to error of measurement and nonshared environmental influences.”

The primary causes of individual differences in DNA methylation are environmental factors used analysis of the study’s twin subjects’ CpG methylation compared to “CpGs displaying differential methylation in a healthy population (pDMCs)” to estimate:

  1. “37 % of the pDMCs genetic effects
  2. 3 % of the pDMCs had shared environment
  3. The remaining proportion of the non-genetic variance was due to non-shared environment and/or stochastic factors.”

Those researchers performed several additional tests to find and confirm:

“Non-shared environmental DMCs account for 64% of all detected DMCs.”


Comparing the two studies, the current study’s 32%-60% estimate of genetic effects encompassed the second study’s 37% estimate. However, the current study’s researchers treated their 18%-29% non-shared environment estimate as a remainder not warranting further investigation, whereas the second study’s researchers validated their 64% non-shared environment estimate.

Bringing in a third study, a relevant citation from Epigenetic consequences of early-life trauma: What are we waiting for? confirmed the second study’s estimates with a 2000 twin study that found:

“Environmental effects specific to the individual (63%), whilst genetic effects accounted for 37%. Subsequent studies have produced similar results.”


The Increased epigenetic brain capacity is an evolved human characteristic study found:

“The human brain is extensively shaped by its environment no matter its genetics.”

The epigenetic effects of each of our unique experiences of our non-shared environment predominately determine our individual physiology.

http://www.pnas.org/content/early/2015/12/23/1508093112.full.pdf “Discontinuity in the genetic and environmental causes of the intellectual disability spectrum”

Epigenetic consequences of early-life trauma: What are we waiting for?

This 2015 UK human review discussed:

“The progress that has been made by studies that have investigated the relationship between depression, early trauma, the HPA axis and the NR3C1 [glucocorticoid receptor] (GR) gene.

Gene linkage studies for depression, as well as for other common complex disorders, have been perceived by some to be of only limited success; hence the focus on GWAS [genome-wide association studies]. However, even for simple traits, genetic variants identified by GWAS are rarely shown to account for more than 20% of the heritability.

Epigenetic changes are potentially reversible and therefore amenable to intervention, as has been seen in cancer, cardiovascular disease and neurological disorders.”


Five of the review’s references included FKBP5 (a gene that produces a protein that dampens glucocorticoid receptor sensitivity) in their titles, but it wasn’t mentioned in the review itself. A search on FKBP5 also showed human studies such as the 2014 Placental FKBP5 Genetic and Epigenetic Variation Is Associated with Infant Neurobehavioral Outcomes in the RICHS Cohort that found:

“Adverse maternal environments can lead to increased fetal exposure to maternal cortisol, which can cause infant neurobehavioral deficits. The placenta regulates fetal cortisol exposure and response, and placental DNA methylation can influence this function.

Placental FKBP5 methylation reduces expression in a genotype specific fashion, and genetic variation supersedes this effect. These genetic and epigenetic differences in expression may alter the placenta’s ability to modulate cortisol response and exposure, leading to altered neurobehavioral outcomes.”


The authors listed seven human studies conducted 2008-2015 “investigating interactions between methylation of NR3C1, depression and early adversity”:

“Newborn offspring exposed to maternal depression in utero had increased methylation at [a GR CpG site] as well as adverse neurobehavioural outcomes.

Unlike the majority of animal studies examining NR3C1 methylation, many types of potential stressors, sometimes at different developmental stages, have been used to represent early human adversity.

Substantial differences can be expected in the nature of stresses prenatally compared with postnatally, as well as their developmental consequences.”

Seven human studies over the past eight years was a very small number considering both the topic’s importance and the number of relevant animal studies during the period.

Is the topic too offensive for human studies? What makes people pretend that adverse prenatal and perinatal environments have no lasting consequences to the child?

“Many more studies will be needed before effects directly attributable to early life trauma can be separated from those relating to tissue type.

Although investigators have amassed a considerable amount of evidence for an association between differential methylation and HPA axis function in humans, a causal relationship still needs to be fully established.”

Factors that disrupt neurodevelopment may be the largest originators of epigenetic changes that are sustained throughout an individual’s entire lifespan.

Are the multitude of agendas that have resources thrown at them more important than ensuring the well-being of a human before and after they are born?

https://www.researchgate.net/publication/282048312_Early_life_trauma_depression_and_the_glucocorticoid_receptor_gene_-_an_epigenetic_perspective “Early life trauma, depression and the glucocorticoid receptor gene–an epigenetic perspective”

The primary causes of individual differences in DNA methylation are environmental factors

This 2015 Canadian human study by McGill researchers found:

“Differential methylation is primarily non-genetic in origin, with non-shared environment accounting for most of the variance. These non-genetic effects are mainly tissue-specific.

The full scope of environmental variation remains underappreciated.”

The researchers developed their findings using adipose and blood samples from monozygotic and dizygotic twins in the UK Adult Twin registry of Caucasian females aged 40 to 87. The goal of their techniques was to develop:

“A guide to design targeted panels for cost-effective and comprehensive evaluation of only variable methylation in investigated tissues.”

The researchers used whole-genome bisulfite sequencing (WGBS) because:

“Most genome-wide methylation studies of inter-individual variation to date have been biased towards promoter and CpG-dense regions.

A main limitation with studies using the Illumina 450 K array is that the platform only covers ~1.5 % of overall genomic CpGs, which are biased towards promoters and strongly underrepresented in distal regulatory elements, i.e., enhancers.

WGBS offers single-site resolution CpG methylation interrogation at full genomic coverage.

Another advantage of WGBS is its ability to access patterns of non-CpG methylation.”

The researchers provided several examples of how environmental exposure impacted CpG methylation. In one, a pair of monozygotic twins who had both smoked for over 40 years was compared with a monozygotic pair who hadn’t smoked for 20 years. Previous studies’ findings were replicated both as to the patterns of methylation and to methylation of a specific CpG site “involved in asthma with interaction of environmental tobacco smoke.”

http://www.genomebiology.com/content/16/1/290 “Population whole-genome bisulfite sequencing across two tissues highlights the environment as the principal source of human methylome variation”

Epigenetic therapies for cancer

This 2015 commentary on human epigenetic combination therapy for cancer noted:

“Epigenetic therapy is progressively growing in importance as a class of therapies for cancer.

Currently seven drugs are approved by the US FDA for the treatment of a variety of cancers, and target two major epigenetic systems..drugs that inhibit DNA methylation and those drugs that inhibit histone deacetylation.

However, conclusive evidence that these drugs function via an epigenetic mechanism does not exist.”

The authors ended the commentary with a nuanced point:

“The rate of complete response (eradication of the disease and normalization of the bone marrow) was higher with intensive chemotherapy, but the clinical outcome was better with low-dose chronic azacitidine [a DNA methyltransferase inhibitor] treatment.

Perhaps contrasting a killing-the-cancer strategy for intensive chemotherapy versus a modification of the phenotype by epigenetic therapy.”


I can appreciate that cancer researchers wouldn’t provide definitive statements. I’d guess that it may be too late for people diagnosed with cancer to effect “a modification of the phenotype” with the few epigenetic therapies the FDA has currently approved.

I wonder what difficulties existed that caused the authors to state “conclusive evidence that these drugs function via an epigenetic mechanism does not exist.” Did animal studies demonstrate whether preventative actions were effective for “a modification of the phenotype” to a non-cancerous phenotype for the human cancers where epigenetic therapies weren’t curative?

See the Individual evolution page for a discussion about “How does a phenotype influence its own change?”

http://www.futuremedicine.com/doi/abs/10.2217/epi.15.94 “The failure of epigenetic combination therapy for cancer and what it might be telling us about DNA methylation inhibitors”