Advantages of 3-day-old oat sprouts over oat grains

This 2021 in vitro study investigated different composition and resultant effects of oat grain and sprouts:

“The aim of this study was to:

  • Evaluate the effect of polyphenols and avenanthramides extracted from oat grains and sprouts on glucose and lipid metabolisms in 3T3 L1 adipocytes; and
  • Identify compounds associated with their beneficial effects through a chemometric approach.

Oat (Avena sativa var. Turquesa) seeds soaked in distilled water at 1:6 w/v ratio for 12 hr. Seeds were then placed in trays covered with a wet filter paper, then into a germination chamber for 3 days at 25°C and 60% relative humidity.

Both polyphenol and avenanthramide extracts from oat sprouts showed a greater beneficial effect than those from oat grains:

Effect of oat grain and sprouts on glucose (a) and lipid (b) metabolism

Effect of oat grain and sprouts on glucose (a) and lipid (b) metabolism. PE-OG Polyphenol extract from oat grain; PE-OS polyphenol extract from oat sprout; AE-OG avenanthramide extract from oat grain; AE-OS avenanthramide extract from oat sprout. Glucose metabolism (a) Glut4, glucose transporter-4; Irs1, insulin receptor substrate-1; Pi3k, phosphoinositide 3-kinase. Lipid metabolism (b) Fasn, fatty acid synthase; Acaca, acetyl-CoA carboxylase; Cpt1, carnitine palmitoyltransferase 1a; Acadm, acyl-CoA dehydrogenase.

Flavonoids:

  • Twelve major and minor flavonols were found in greater amount in sprouts, whereas two were lost; and
  • Two flavones were found in greater amounts in sprouts, whereas seven were reduced or lost. This is the first study that reports the profile of flavone derivatives in oat grains and sprouts.

Phenolic acids:

  • Six hydroxybenzoic acids were found in greater amounts in sprouts, whereas two were reduced or lost.
  • Fifteen hydroxycinnamic acids were found in greater amounts in sprouts, whereas four were reduced or unchanged or lost. Hydroxycinnamic acids esterified with quinic acid such as sinapoylquinic, coumaroylquinic, and feruloylquinic acids, as well as other derivatives, were identified in this study for the first time in oat grain and oat sprouts.

Avenanthramides: all avenanthramides were significantly increased during sprouting (1.7 to 9.0-fold).

Health beneficial effects of oat grains and sprouts were mainly related to their high content of:

  • Avenanthramides A (2p), B (2f), and C (2c);
  • Flavonols quercetin 3-O-rutinoside and kaempferol;
  • Hydroxycinnamic acid sinapoylquinic acid; and
  • Flavones apigenin and luteolin derivatives.

Polyphenol and avenanthramide extracts from oat grains and oat sprouts increased expression of genes involved in glucose uptake and fatty acids β-oxidation, and decreased expression of genes involved in fatty acids de novo synthesis (Fasn and Acaca) in 3T3 L1 adipocytes. Oat sprout extracts exerted an overall greater beneficial effect as compared to oat grain extracts.

This is the first study that demonstrates that oat avenanthramides and polyphenols modulate expression of key genes involved in glucose and lipid metabolisms in adipocytes. Further studies are necessary to validate these results using an in vivo approach.”

https://onlinelibrary.wiley.com/doi/10.1111/jfbc.13738 “Polyphenols and avenanthramides extracted from oat
(Avena sativa L.) grains and sprouts modulate genes involved in glucose and lipid metabolisms in 3T3 L1 adipocytes” (not freely available) Thanks to Dr. Iza F. Pérez-Ramírez for providing a copy.


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Back pain and advanced glycation end products (AGEs)

Two 2020 rodent studies investigated intervertebral disk degeneration, with the first on AGEs’ role:

“This study evaluated the role of AGEs and RAGE in driving early intervertebral disk (IVD) degeneration processes in mice. Aging and diabetes are associated with increased low-back pain and IVD degeneration, yet causal mechanisms remain uncertain. AGEs:

  • Accumulate in IVDs from aging;
  • Are implicated in diabetes-related disorders;
  • Alter collagen; and
  • Induce proinflammatory conditions.

A mixed population of 23 male and female wild type AC57BL/6J mice were each assigned to two isocaloric diet groups after weaning. They received either low-AGE chow containing 7.6 μg/mg AGE, or high-AGE chow containing 40.9 μg/mg AGE generated via high-temperature heating (NIH-31 open formula chow autoclaved for 30 minutes at 120°C [248° F]). This in vivo dietary model was previously shown to increase IVD AGE accumulation without systemic obesity or diabetes.

disc AGE damage

AGE accumulation leads to RAGE-dependent collagen disruption in the annulus fibrosus, and can initiate molecular and tissue level collagen disruption. Second harmonic generation (SHG) and collagen-hybridizing peptide (CHP) analyzes were sensitive to collagenous alterations at multiple hierarchical levels due to AGE.

These methods may be useful in identifying additional contributors to collagen damage in IVD degeneration processes.”

https://onlinelibrary.wiley.com/doi/10.1002/jsp2.1126 “Advanced glycation end products cause RAGE-dependent annulus fibrosus collagen disruption and loss identified using in situ second harmonic generation imaging in mice intervertebral disk in vivo and in organ culture models”

Other human studies found degenerative spine disorders start at detectable levels during adolescence. Those study designs didn’t trace disc degeneration to diet, though.


A second study was summarized in a conference I’m sure researchers would like to reconvene:

“Kritschil et al investigated the role of insulin-like growth factor 1 (IGF-1) signaling on progression of disc degeneration in aging mice. They showed that diminished IGF-1 bioavailability confers both beneficial effects of decreased disc cell senescence and extracellular matrix catabolism, whilst at the same time negatively impacting proteoglycan production.”

jsp21134-fig-0001-m

https://onlinelibrary.wiley.com/doi/10.1002/jsp2.1134 “Advancing basic and preclinical spine research: Highlights from the ORS PSRS 5th International Spine Research Symposium”

https://onlinelibrary.wiley.com/doi/10.1002/jsp2.1112 “Effects of suppressing bioavailability of insulin-like growth factor on age-associated intervertebral disc degeneration”

This study asserted:

“Despite some inconsistent findings on the role of IGF-1 among human centenarian and animal model studies, there is overwhelming evidence to support that disruptions to the IGF-1 signaling pathway promotes healthy longevity.”

See Take responsibility for your one precious life – DHEA for other evidence on IGF-1.


Spent a large part of this weekend reading abstracts and studies concerning diet interactions with spinal disc degeneration. This AGE study provided more evidence than others on these relationships.

I’ve eaten AGE-less chicken vegetable soup almost every day for two years:

  • 237 g chicken breast cubes, 179 g celery, and 262 g carrots in 1 cup Savignon Blanc get up to 100° C around 9 minutes initially, then again about 6 minutes after I add 1 quart chicken broth, then I turn off the Instant Pot.
  • I stir in 340 g mushrooms, 31 g garlic, and 387 g Roma tomatoes five minutes later at about 85° C, and they cool the soup down to around 70° C. I let it stew for another 15 minutes before eating half (1.5 quarts).
  • A 1.5 quart leftover heated the next day for six minutes in a 1000W microwave reaches 55° C.

I do stretches every day to accommodate a L5-S1 disc replacement with a titanium-cage-and-rods apparatus done ten years ago, and a C5-C6-C7 similar operation done eleven years ago. Can’t say whether recent diet, last decades’ disc replacement surgeries, daily stretches and exercises, or other factors are responsible for absence of spine pain.

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ω-6 to ω-3 PUFA ratio

Three human-evidenced publications on omega-6 and omega-3 polyunsaturated fatty acids, with the first a 2021 blog post that cited 72 references:

“In the area of heart health, which is why most consumers swallow fish oil, the data is hopelessly conflicted:

  • One meta-analyses found that protective effects were dose-related, which is always persuasive;
  • In marked contrast, three recent powerful clinical trials found fish oil to have no effects on cardiovascular pathology in either primary or secondary prevention; and
  • Yet another meta-analysis found null results, except for a slight degree of protection in subjects who had gallantly taken fish oil supplements for over ten years.

Can these all be right? I think they can, based on secondary bioavailability.

Levels of omega 3s in the bloodstream are irrelevant, except in terms of their calorie content. That is not where they do their anti-inflammatory thing. They become precursors for resolvins, maresins, protectins, and anti-inflammatory eicosanoids only after they have been incorporated into the host’s cell membranes.

Getting them into cell membranes is secondary bioavailability (or bio-efficacy), and this is a much more complicated procedure. Seafood does it, but fish oil doesn’t.

Specifically, there is something in oily fish which enables secondary bioavailability, but which is missing in commercial fish oils. That something is a lipophillic polyphenol called phlorotannin.”

https://drpaulclayton.eu/blog/fish-oil-upgrade-to-snake-oil/ “Fish Oil? Upgrade to Snake Oil!”


A second paper was a 2021 review that focused on ratios of ω-6 to ω-3 PUFAs:

“Chronic diseases including obesity, type 2 diabetes, cardiovascular disease, cancer, and Alzheimer’s disease are rising exponentially in the modern world. Though these diseases are multifactorial in nature, their prevalence is mostly associated with an unbalanced increase in dietary n-6 PUFAs and decrease in n-3 PUFAs.

Mostly, these diseases escalate on the fact that inflammation in conjunction with obesity is the basis of every chronic disease.

Considering antagonistic effects of n-3 and n-6 PUFAs, both n-3 and n-6 SC-PUFAs and LC-PUFAs in their proportional ratio with each other, which is close to 4:1, play a significant role in regulating body homeostasis of inflammation and anti-inflammation, vasodilation and vasoconstriction, bronchoconstriction and bronchodilation, and platelet aggregation and antiaggregation.”

https://www.hindawi.com/journals/jl/2021/8848161/ “Overconsumption of Omega-6 Polyunsaturated Fatty Acids (PUFAs) versus Deficiency of Omega-3 PUFAs in Modern-Day Diets: The Disturbing Factor for Their ‘Balanced Antagonistic Metabolic Functions’ in the Human Body”


A third paper was a 2020 human adolescent study:

“Obese youth 9–19 y of age with nonalcoholic fatty liver disease were treated to see whether 12 wk of a low n–6:n–3 PUFA ratio (4:1) normocaloric diet mitigated fatty liver.

Independent of weight loss, a low n–6:n–3 PUFA diet ameliorated the metabolic phenotype of adolescents with fatty liver disease. This trial was registered at clinicaltrials.gov as NCT01556113.”

https://academic.oup.com/jn/article/150/9/2314/5870325 “A Low ω-6 to ω-3 PUFA Ratio (n–6:n–3 PUFA) Diet to Treat Fatty Liver Disease in Obese Youth”


My ω-6 to ω-3 PUFA 4 : 1 (1400 / 350) intake at breakfast and dinner via Balance Oil:

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At lunch I eat an ounce of walnuts with a ω-6 to ω-3 PUFA 4.4 : 1 ratio:

walnuts 1 oz


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PTSD susceptibility?

This 2021 rodent study investigated post-traumatic stress disorder (PTSD) susceptibility:

“PTSD is an incapacitating trauma-related disorder, with no reliable therapy. We show distinct DNA methylation profiles of PTSD susceptibility in the nucleus accumbens (NAc). Data analysis revealed overall hypomethylation of different genomic CpG sites in susceptible animals.

Is it possible to treat PTSD by targeting epigenetic processes? Such an approach might reverse genomic underpinning of PTSD and serve as a cure.

To test plausibility of such an approach, a reliable animal (rat) model with high construct validity is needed. Previously, we reported one such model, which uses predator-associated trauma, and cue reminders to evoke recurring trauma. This simulates clinical PTSD symptoms including re-experiencing, avoidance, and hyperarousal.

Individual PTSD-like (susceptible) behavior is analyzed, enabling identification of susceptible animals separately from those that are non-PTSD-like (resilient). This model captures salient features of this disorder in humans, in which only a fraction of trauma victims develop PTSD, while others are resilient.

experimental model

Sprague–Dawley rats were exposed to trauma and to three subsequent trauma-associated reminders. Freezing behavior was measured under conditions of:

  • Exploration;
  • Social interaction (with a companion); and
  • Hyperarousal.

Controls were exposed to identical conditions except for the traumatic event.

PTSD-like behavior of each animal was compared with baseline and with the population. Two unambiguous sub-populations were identified, resilient and susceptible.

After exposure to trauma and its reminders, susceptible animals showed an increase from baseline in freezing behavior, and over time in all three behavioral tests, as opposed to resilient and control groups.

DMRs

Differentially methylated sites in susceptible and resilient animals compared to control group.

Although we focused in this study on DNA methylation changes that associate with susceptibility, we also report unique changes in DNA methylation that occur in resilient animals. Inhibition of critical genes that are downregulated in susceptible animals convert resilient animals to become susceptible.”

https://www.researchgate.net/publication/353192082_Reduction_of_DNMT3a_and_RORA_in_the_nucleus_accumbens_plays_a_causal_role_in_post-traumatic_stress_disorder-like_behavior_reversal_by_combinatorial_epigenetic_therapy “Reduction of DNMT3a and RORA in the nucleus accumbens plays a causal role in post-traumatic stress disorder-like behavior: reversal by combinatorial epigenetic therapy” (registration required)


Rodents with the same genetics and environment displayed individual differences in their responses to traumatic events. Please provide evidence for that before venturing elsewhere.

Not sure why it took 3+ years for this study received in November 2017 to finally be published in July 2021. Sites other than https://doi.org/10.1038/s41380-021-01178-y are more transparent about their peer review and publication processes.

No causes for PTSD susceptibility were investigated. PTSD effects and symptoms aren’t causes, notwithstanding this study’s finding that:

“Our results support a causal role for the NAc as a critical brain region for expression of PTSD-like behaviors, and a role for programming genes by DNA methylation in the NAc in development of PTSD-like behaviors.”

Can’t say that I understand more about causes for PTSD susceptibility now than before I read this study. Researchers attaching significance to gene functional groups seemed like hypothesis-seeking efforts to overcome limited findings.

Will this study’s combination of a methyl donor with a Vitamin A metabolite address PTSD causes in humans? If it only temporarily alleviates symptoms, what lasting value will it have?


Several brain and body areas that store traumatic memories other than the nucleus accumbens were mentioned in The role of recall neurons in traumatic memories. A wide range of epigenetic memory storage vehicles is one reason why effective human therapies need to address each individual, their whole body, and their entire history.

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Osprey breakfast

Improving gut barriers

Three papers on gut barriers, with the first a 2020 review of four intestinal barrier layers:

“The epithelial cell layer and outer/inner mucin layer constitute the physical barrier. Intestinal alkaline phosphatase (IAP) produced by epithelial cells and antibacterial proteins secreted by Panneth cells represent the functional barrier.

Multiple layers of this barrier, from intestinal lumen to systemic circulation, include:

  1. Luminal intestinal alkaline phosphatase (IAP) that dephosphorylates bacterial endotoxin lipopolysaccharide (LPS) to detoxify it;
  2. Mucus layer that provides a physical barrier preventing interactions between gut bacteria and intestinal epithelial cells;
  3. Tight junctions between epithelial cells that limit paracellular transport of bacteria and/or bacterial products to systemic circulation; and
  4. Antibacterial proteins secreted by specialized intestinal epithelial cells or Paneth cells, and IgA [immunoglobulin A] secreted by immune cells present in lamina propria underlying the epithelial cell layer.

m_bvz039f0001

The presence of LPS in systemic circulation is identified as a causal or complicating factor in diverse diseases such as:

  • Diet-induced metabolic diseases;
  • Autism;
  • Alzheimer’s disease;
  • Parkinson’s disease;
  • Arthritis;
  • Obesity-induced osteoarthritis;
  • Asthma; and
  • Several autoimmune diseases.

Causal relationships between circulating LPS levels and development of multiple diseases underscore the importance of changes in intestinal barrier layers associated with disease development.

Correcting intestinal barrier dysfunction to modulate multiple diseases can be envisioned as a viable therapeutic option. Identifying precise defects by use of specific biomarkers would facilitate targeted interventions.”

https://academic.oup.com/jes/article/4/2/bvz039/5741771 “Intestinal Barrier Dysfunction, LPS Translocation, and Disease Development”


A second 2020 review focused on IAP:

“IAP plays a vital role in intestinal barrier function, affecting bicarbonate secretion, duodenal surface pH, nutrient resorption, local intestinal inflammation, and gut microbiota. Disturbances of IAP functions are associated with persistent inflammatory diseases associated with aging (i.e.,inflammageing), inflammatory bowel diseases, type 2 diabetes mellitus, obesity, metabolic syndrome, and chronic kidney disease (CKD).

Expression and activity of IAP are directly affected by food intake, i.e., quantity and type of macro- and micronutrients including vitamins and other bioactive nutrients, or by absence of food, as well as indirectly by composition of gut microbiota that in turn are highly dependent on food intake. Increased IAP gene expression and activity promoting detoxification of LPS may lead to improvement of both intestinal and systemic inflammation, reduced bacteria translocation, and maintaining gut barrier function.

IAP could be used as an inflammatory marker together with other markers, such as interleukins, to predict inflammation and diseases that are based on chronic inflammatory processes.”

https://doi.org/10.1007/s13167-020-00228-9 “Intestinal alkaline phosphatase modulation by food components: predictive, preventive, and personalized strategies for novel treatment options in chronic kidney disease” (not freely available)


A third paper was a 2021 rodent study by coauthors of the first paper:

“We developed intestine-specific IAP transgenic mice (IAPTg) overexpressing human chimeric IAP to examine direct effects of increased IAP expression on barrier function and development of metabolic diseases. We evaluated effects of intestine-specific IAP overexpression in hyperlipidemic Ldlr−/− mice. The data presented demonstrated significant attenuation of Western-type diet (WD)-induced LPS translocation in Ldlr−/−IAPTg mice, with significant reduction in intestinal lipid absorption, hyperlipidemia, hepatic lipids, and development of atherosclerotic lesions.

circresaha.120.317144.fig09

IAP is produced by enterocytes, and catalyzes removal of 1 of the 2 phosphate groups from the toxic lipid A moiety of LPS. This produces monophosphoryl-LPS, and results in attenuation of the downstream TLR (Toll-like receptor)-4–dependent inflammatory cascade.

IAP also:

  • Dephosphorylates other proinflammatory molecules such as flagellin and ATP, resulting in their detoxification;
  • Regulates expression of key gap junction proteins (zonula occludens, claudin, and occludin) and their cellular localization, which directly modulates intestinal barrier function;
  • Promotes growth of various commensal bacteria in the gut by decreasing luminal concentrations of nucleotide triphosphates via dephosphorylation; and
  • Translocates from the apical surface of enterocytes during fat absorption. Increased serum IAP accompanies fat absorption, which is consistent with observed increased levels of circulating LPS in WD-fed mice, providing one more likely mechanism by which WD affects intestinal barrier function via IAP.

Nutrients and food components/supplements that increase IAP include galacto- or chito- oligosaccharides, glucomannan, and vitamin D3. These provide a novel opportunity to develop simple strategies for modulation of diet/nutrition to target metabolic diseases including diabetes, fatty liver disease, atherosclerosis, and heart disease.”

https://www.ahajournals.org/doi/10.1161/CIRCRESAHA.120.317144 “Over-Expression of Intestinal Alkaline Phosphatase Attenuates Atherosclerosis”


Previously curated IAP studies were:

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Berry polyphenols

This 2021 review subject was berries and health:

“Phenolic compounds present in different berries (raspberry, blueberry, goji berry, black currant, strawberry, cranberry, and blackberry) were summarized based on up-to-date information and their beneficial health effects. Compounds such as anthocyanins, flavonols, and phenolic acids occur in different concentrations depending on berry type.

1-s2.0-S2214799321001028-fx1_lrg

Polyphenols are the ‘new’ prebiotics. A more recent definition of prebiotics is ‘a substrate that is selectively utilised by host microorganisms and conferring a health benefit.’

Only 5–10% of total intake is absorbed in the small intestine. Remainders can reach the large intestinal lumen, where they may be subjected to gut microbial community enzymatic activities. Microbiota can catabolize flavonoids that have not been absorbed into smaller molecules, such as phenolic and aromatic acids, which can then be absorbed by intestinal villi.

Increase of beneficial bacteria such as Bacteroidetes, decrease of Firmicutes, and production of short-chain fatty acids is almost consensus among studies. More in vivo data are required to understand mechanisms of action, while clinical trials using different characteristics (i.e., gender, age, existence of diseases) should be performed so new information on bioactivity of berries can be unveiled.”

https://www.sciencedirect.com/science/article/abs/pii/S2214799321001028 “Berry polyphenols and human health: evidence of antioxidant, anti-inflammatory, microbiota modulation, and cell-protecting effects (not freely available) Thanks to Dr. Anderson S. Sant’Ana for providing a copy.


It’s summer, and time to gorge on berries! We’ll deal with overindulgences later.

IMG_20190705_100825

Gut and brain health

This 2021 human review subject was interactions of gut health and disease with brain health and disease:

“Actions of microbial metabolites are key for appropriate gut-brain communication in humans. Among these metabolites, short-chain fatty acids (SCFAs), tryptophan, and bile acid metabolites / pathways show strong preclinical evidence for involvement in various aspects of brain function and behaviour.

Dietary fibres, proteins, and fats ingested by the host contain components which are metabolized by microbiota. SCFAs are produced from fermentation of fibres, and tryptophan-kynurenine (TRP-KYN) metabolites from dietary proteins. Primary bile acids derived from liver metabolism aid in lipid digestion, but can be deconjugated and bio-transformed into secondary bile acids.

1-s2.0-S0149763421001032-gr1

One of the greatest challenges with human microbiota studies is making inferences about composition of colonic microbiota from faeces. There are known differences between faecal and caecal microbiota composition in humans along with spatial variation across the gastrointestinal tract.

It is difficult to interpret microbiome-host associations without identifying the driving influence in such an interaction. Large cohort studies may require thousands of participants on order to reach 20 % explanatory power for a certain host-trait with specific microbiota-associated metrics (Shannon diversity, relative microbial abundance). Collection of metadata is important to allow for a better comparison between studies, and to identify differentially abundant microbes arising from confounding variables.”

https://www.sciencedirect.com/science/article/pii/S0149763421001032 “Mining Microbes for Mental Health: Determining the Role of Microbial Metabolic Pathways in Human Brain Health and Disease”


Don’t understand why these researchers handcuffed themselves by only using PubMed searches. For example, two papers were cited for:

“Conjugated and unconjugated bile acids, as well as taurine or glycine alone, are potential neuroactive ligands in humans.”

Compare scientific coverage of PubMed with Scopus:

  • 2017 paper: PubMed citations 39; Scopus citations 69.
  • 2019 paper: PubMed citations 69; Scopus citations 102.

Large numbers of papers intentionally missing from PubMed probably influenced this review’s findings, such as:

  1. “There are too few fibromyalgia and migraine microbiome-related studies to make definitive conclusions. However, one fibromyalgia study found altered microbial species associated with SCFA and tryptophan metabolism, as well as changes in serum levels of SCFAs. Similarly, the sole migraine-microbiota study reported an increased abundance of the kynurenine synthesis GBM (gut-brain module).
  2. Due to heterogeneity of stroke and vascular disease conditions, it is difficult to make substantial comparisons between studies. There is convincing evidence for involvement of specific microbial genera / species and a neurovascular condition in humans. However, taxa were linked to LPS biosynthesis rather than SCFA production.
  3. Several studies suggest lasting microbial changes in response to prenatal or postnatal stress, though these do not provide evidence for involvement of SCFA, tryptophan, or bile-acid modifying bacteria. Similar to stress, there are very few studies assessing impact of post-traumatic stress disorder on microbiota.”

These researchers took on a difficult task. Their study design could have been better.


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Wildlife

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Improving epigenetic clocks’ signal-to-noise ratio

This 2021 computational study investigated several methods of improving epigenetic clock reliability:

“Epigenetic clocks are widely used aging biomarkers calculated from DNA methylation data. Unfortunately, measurements for individual CpGs can be surprisingly unreliable due to technical noise, and this may limit the utility of epigenetic clocks.

Noise produces deviations up to 3 to 9 years between technical replicates for six major epigenetic clocks. Elimination of low-reliability CpGs does not ameliorate this issue.

Here, we present a novel computational multi-step solution to address this noise, involving performing principal component analysis (PCA) on the CpG-level data followed by biological age prediction using principal components as input. This method extracts shared systematic variation in DNAm while minimizing random noise from individual CpGs.

Our novel principal-component versions of six clocks show agreement between most technical replicates within 0 to 1.5 years, equivalent or improved prediction of outcomes, and more stable trajectories in longitudinal studies and cell culture. This method entails only one additional step compared to traditional clocks, does not require prior knowledge of CpG reliabilities, and can improve the reliability of any existing or future epigenetic biomarker.

PC-based clocks showed greatly improved agreement between technical replicates, with 90+% agreeing within 1-1.5 years. The median deviation ranged from 0.3 to 0.8 years, whereas CpG clocks ranged from 0.9-2.4 years.

PCPhenoAge vs. PhenoAge

The most dramatic improvement was in PhenoAge. CpG-trained PhenoAge has a median deviation of 2.4 years, 3rd quartile of 5 years, and maximum of 8.6 years. In contrast, PCPhenoAge has a median deviation of 0.6 years, 3rd quartile of 0.9 years, and maximum of 1.6 years. PCPhenoAge was trained directly on phenotypic age based on clinical biomarkers rather than DNAm.

Correlations between different PC clocks was stronger than between CpG clocks. This may be partly due to the shared set of CpGs used to train PCs, or due to the reduction of noise that would have biased correlations towards the null. Correlations between PC clocks and CpG clocks tended to be stronger compared to correlations between CpG clocks and CpG clocks, consistent with a reduction of noise.

PC clocks preserve relevant aging signals unique to each of their CpG counterparts. They reduce technical variance but maintain relevant biological variance.

PCA is a commonly used tool and does not require specialized knowledge. High reliability of principal component-based epigenetic clocks will make them particularly useful for applications in personalized medicine and clinical trials evaluating novel aging interventions.”

https://www.biorxiv.org/content/10.1101/2021.04.16.440205v1.full “A computational solution for bolstering reliability of epigenetic clocks: Implications for clinical trials and longitudinal tracking”


I appreciate that a coauthor – who is the originator of PhenoAge – is open to evidence and improvements. There’s a fun do-it-yourself demo of PCA at https://setosa.io/ev/principal-component-analysis/.

I found this study from it citing a 2021 review:

https://www.sciencedirect.com/science/article/abs/pii/S1084952121000094 “Aging biomarkers and the brain” (not freely available)

I found that review from it citing a 2020 study:

https://www.cell.com/iscience/fulltext/S2589-0042(20)30384-9 “Human Gut Microbiome Aging Clock Based on Taxonomic Profiling and Deep Learning”

Maybe this last study could be improved from its “mean absolute error of 5.91 years” with PCA?


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Vitamin K2 forms and effects

Two human studies using two forms of Vitamin K2. The first published in 2021 was with premenopausal women taking the MK-7 form:

“The aim of this 6-month randomised, controlled trial was to examine effects on bone metabolism of a nutritional supplement in women aged 25 to 44. The nutritional supplement was a protein-rich beverage powder fortified with multi-micronutrients including calcium (600 mg), vitamin D (400 IU), and vitamin K (55 mcg) per daily serving.

Co-primary outcome variables were the changes from baseline after 6 months of treatment in:

  • Bone resorption marker serum C-terminal cross-linking telopeptide of type I collagen (s-CTX-I); and
  • Bone formation marker expressed as ratio of carboxylated osteocalcin to under carboxylated-osteocalcin (c-OC/uc-OC).

The ratio of carboxylated to undercarboxylated OC is a marker of vitamin K status:

c-OC to uc-OC ratio

A meta-analysis of randomised controlled trials indicated that vitamin K2 administration reduces uc-OC and increases c-OC, and is associated with reduced bone loss and possibly a reduction in risk of fractures. The MK-7 dose of 55 mcg given in this study had a significant benefit (increase) at 3 months, but not at 6 months.

This randomised controlled 6-month trial of a nutritional supplement showed favorable changes in bone turnover markers (decreased) and calcium homeostasis. Such changes in older adults have been associated with slowing of bone loss and reduced fracture risk.”

https://www.mdpi.com/2072-6643/13/2/364/htm “Randomised Controlled Trial of Nutritional Supplement on Bone Turnover Markers in Indian Premenopausal Women”


A second study published in 2019 was with postmenopausal women taking the MK-4 form:

“This study assessed improvement in carboxylation of osteocalcin (OC) in response to escalating doses of MK-4 supplementation. A nine-week, open-labeled, prospective cohort study was conducted in 29 postmenopausal women who suffered hip or vertebral compression fractures. Mean ± SD age of participants was 69 ± 9 years.

Participants took:

  • Low-dose MK-4 (0.5 mg) for 3 weeks; then
  • Medium-dose MK-4 (5 mg) for 3 weeks; then
  • High-dose MK-4 (45 mg) for 3 weeks.

MK-4 dose, but neither age nor other relevant medications (e.g. bisphosphonates), correlated with improvement in %ucOC. Compared with baseline concentrations of 16.8 ± 2.4:

  • 0.5 mg supplementation halved %ucOC to 8.7 ± 2.2; and
  • 5-mg dose halved %ucOC again to 3.9 ± 2.2.

However, compared to 5 mg/day, there was no additional benefit of 45 mg/day (%ucOC 4.6).

MK-4 supplementation resulted in borderline increases in γ-carboxylated osteocalcin (glaOC; p = 0.07). There were no major side effects of MK-4 supplementation.

In postmenopausal women with osteoporotic fractures, supplementation with either 5 or 45 mg/day of MK-4 reduced ucOC to concentrations typical of healthy premenopausal women.”

https://econtent.hogrefe.com/doi/10.1024/0300-9831/a000554 “Maximal dose-response of vitamin K2 (menaquinone-4) on undercarboxylated osteocalcin in women with osteoporosis” (not freely available)


I asked coauthors of the first study for an estimate of MK-7 trans isomer content. Will update with their answer.

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Eat broccoli sprouts every day

This 2020 rodent study demonstrated benefits from daily cooked broccoli intake, even when it contained no myrosinase enzyme and no sulforaphane:

“Broccoli consumption by rats influenced several metabolic pathways that impact liver health. Plasma metabolite changes are potential biomarkers of liver health, and also monitor broccoli benefits.

Rats fed a broccoli diet exhibited an enhanced Nrf2-Nqo1 pathway by day 4:

nrf2-nq01 pathway activation

Amino acid synthesis and glutathione (GSH) synthesis pathways were upregulated by Day 7. Fatty acid synthesis pathways, specifically α-linoleic acid synthesis pathways, were downregulated by Day 14.

Glucosinolate (GSL) metabolite sulforaphane alters liver GSH metabolism. It might be that consumption of any brassica, since all have GSLs, may lead to plasma glutamine and S-methyl-L-cysteine (SMC) as biomarkers. Future studies are needed to confirm whether glutamine and SMC are broccoli-specific or GSL-specific biomarkers.

Dietary broccoli caused plasma metabolite changes that correlate with:

  • Improved GSH status, suggesting protection from oxidative stress; and
  • Diversity and abundance of gut microbiota, suggesting that changes in gut microbiome may contribute to health benefits caused by dietary broccoli.”

https://www.mdpi.com/2072-6643/12/9/2514/htm “Biomarkers of Broccoli Consumption: Implications for Glutathione Metabolism and Liver Health”


I came across this study as a result of it citing the second study of A pair of broccoli sprout studies:

“A human clinical study reported changes in plasma fatty acids and GSH/GSH component levels after even a single meal of broccoli sprouts, similar to pathways we report here for rat plasma. We saw levels drop initially, then rise.

In that 2-day study, levels dropped like ours, but it was not sufficiently long to see the recovery and overshoot that we saw by 14 days when glutamine abundance and liver Nrf2 and NQO1 expression were all increased, suggesting increased GSH production, which might provide protection of liver from reactive oxygen species.”

Maybe a better comparison would have been against 0, 1-day, and 2-day rodent measurements, since the human study sampled at 0, 3, 6, 12, 24, and 48-hour intervals? People ate fresh broccoli sprouts only at time 0, though, whereas rodents ate a 10% cooked broccoli diet (0.11 mg/g glucoraphanin) ad libitum.


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Vitamin K-dependent proteins

This 2020 review focused on three Vitamin K-dependent proteins (VKDPs):

“We summarize three important emerging VKDPs: Growth arrest‑specific protein 6 (Gas 6), Gla‑rich protein (GRP) and periostin in terms of their functions in physiological and pathological conditions. As examples:

  • Carboxylated Gas 6 and GRP effectively protect blood vessels from calcification;
  • Gas 6 protects from acute kidney injury and is involved in chronic kidney disease;
  • GRP contributes to bone homeostasis and delays progression of osteoarthritis; and
  • Periostin is involved in all phases of fracture healing and assists myocardial regeneration in the early stages of myocardial infarction.

IJMM-47-03-4835-g00

The ‘+’ refers to promotion and ‘-‘ refers to inhibition. Green represents Gas 6 physiological effects and red represents its pathological effects.

  • Gas 6 resists vascular calcification: i) Gas 6 promotes proliferation and migration of endothelial progenitor cells (EPCs); ii) Gas 6 inhibits apoptosis and senescence of vascular smooth muscle cells (VSMCs) by binding Tyro3, Axl and Mer (TAM) receptors; iii) Gas 6 decreases expression of inflammatory factors, including TNF-α and ICAM-1.
  • Gas 6 protects from acute kidney injury: i) Gas 6 significantly reduces creatinine and blood urea nitrogen; ii) Gas 6 enhances macrophages to uptake apoptotic cells; iii) Gas 6 reduces the expression of pro-inflammatory cytokines, such as IL-1β.
  • Gas 6 assists tumor progression: i) Gas 6 is necessary for survival, proliferation and growth of tumor cells; ii) Gas 6 contributes to drug resistance and tumor angiogenesis; iii) Gas 6 negatively regulates tumor immunity.

Numerous physiological benefits of vitamin K2 have been identified, such as anti-vascular calcification, glycemic control, and lipid-lowering effects. However, some questions about relationships between vitamin K2 and cancers remain unsolved. VKDPs are expected to be biomarkers for many diseases.”

https://www.spandidos-publications.com/10.3892/ijmm.2020.4835?text=fulltext “Role of emerging vitamin K‑dependent proteins: Growth arrest‑specific protein 6, Gla‑rich protein and periostin (Review)”


This review’s VKPD biomarkers included:

  • Vascular calcification;
  • Asthma;
  • Bronchial obstruction;
  • Diabetic nephropathy; and
  • Fracture risk.

Elaborating on this last item:

“In a cohort of 607 postmenopausal women from France that were followed up for 7 years, a positive correlation between serum periostin and fracture risk was observed. The association was independent of bone mineral density and prior fractures, indicating that periostin is an independent predictive marker of fracture risk.”

As pointed out in Chronological age by itself is an outdated clinical measurement, bone mineral density is one of several historical measurements that were selected for their relative convenience instead of chosen for their efficacy. We’re in a different century now.

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Part 2 of Week 63 of Changing to a youthful phenotype with sprouts

To follow up Part 1, received Thursday’s lab results yesterday. Downloaded the workbook at https://michaellustgarten.com/2019/09/09/quantifying-biological-age/ and filled it in. Went to http://aging.ai/, selected 3.0, and entered values.

My starting point’s calculated values were:

biological age 1

A biological age snapshot from a year ago‘s video included optimal ranges:

optimizing biological age

Values in these optimal ranges were:

  • Albumin: 46;
  • Creatinine: 1.07;
  • high-sensitivity C-reactive protein: 0.24;
  • Red cell distribution width: 11.8; and
  • White blood cell count: 4.6.

I have some work to do on the other four. Good health while aging seldom happens on its own.

Reading more about Phenotypic age and its biological relationships. It definitely doesn’t mean I can do things I did 9.5 years ago like play golf and Frisbee football on the weekends.

I’d probably use DNAm PhenoAge to compare with other epigenetic clocks. Not sure how to use Aging.ai 3.0 calculations.

Sometime over the past year, Labcorp changed their adult alkaline phosphatase reference range from 39-117 to 48-121. Don’t know whether alkaline phosphatase’s optimal range will change with Labcorp’s new range, since < 48 was based on all-cause-mortality data.

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Go for the win-win with taurine

This 2021 rodent study investigated amino acid taurine effects on colitis:

“Taurine plays an important role in various essential biological processes. Health beneficial effects of taurine have been generally attributable to its antioxidant and anti-inflammatory effects.

Taurine chloramine (TauCl) is an endogenous anti-inflammatory substance derived from taurine. In fighting exogenous pathogens, neutrophils utilize one powerful weapon in their arsenal: generating the strong oxidant hypochlorous acid (HOCl), which is nature’s germ killer.

Taurine can act as a trap for HOCl forming the long-lived oxidant TauCl, which is more stable and less toxic than HOCl. TauCl (20 mg/kg) was given on daily basis by gavage for 10 days before and for 3 days after intrarectal administration of 2.5% TNBS:

antioxidants-10-00479-g008-550

TauCl inhibits generation of proinflammatory mediators by phagocytic cells. Taurine exerts an anti-inflammatory as well as antioxidant action by preventing cytolytic damage caused by HOCl generated by inflammatory cells, particularly neutrophils.

These results suggest that TauCl exerts a protective effect against colitis through upregulation of Nrf2-dependent cytoprotective gene expression, while blocking proinflammatory signaling mediated by NFκB and STAT3.”

https://www.mdpi.com/2076-3921/10/3/479/htm “Protective Effects of Taurine Chloramine on Experimentally Induced Colitis: NFκB, STAT3, and Nrf2 as Potential Targets”


Other curated taurine studies include:

Smoke and die early, while your twin lives on

A 2021 human twin study investigated epigenetic clocks:

“This study showed that accelerated epigenetic aging is associated with increased mortality, and smoking plays a role in explaining this association. Present findings suggest that DNAm GrimAge is a strong predictor of mortality independent of genetic influences among female twin pairs.

An invitation to participate in the study was sent to 414 female twin pairs, aged 63–76 years. Of 199 twin pairs, at least one twin died in 112 pairs during follow-up:

twins

This epigenetic age estimate that measures biological age and runs alongside, but not always in parallel with chronological age, may inform life expectancy predictions. Further research is needed to determine whether results apply to men, and the extent to which DNA methylation age can be used as a clinical biomarker of lifespan.”

https://clinicalepigeneticsjournal.biomedcentral.com/articles/10.1186/s13148-021-01112-7 “Does the epigenetic clock GrimAge predict mortality independent of genetic influences: an 18 year follow-up study in older female twin pairs”


If you don’t have a twin, substitute yourself as an analogous entity who has opposite behaviors. Don’t assume that smoking cannabis will produce different results from tobacco.

Meanwhile, Dr. Steven Horvath, who has a twin, continued his 2021 torrent of coauthored studies last week with Epigenetic clock and methylation studies in elephants. Amazing epigenetic clock information being published this year. Dr. Horvath is completely open to evidence, IAW, a real scientist.

Precondition your defenses with broccoli sprouts

This 2020 human cell study elaborated on mechanisms mentioned in Eat broccoli sprouts for your hearing and Sulforaphane in the Goldilocks zone:

“NFE2L2/NRF2, a transcriptional factor that controls expression of multiple detoxifying enzymes through antioxidant response elements (AREs), is a target of sulforaphane (SFN). NFE2L2/NRF2 is a target gene of TFEB (transcription factor EB), a master regulator of autophagic and lysosomal functions, which we show here to be potently activated by SFN.

SFN induces TFEB activation by stimulating a moderate increase in reactive oxygen species (ROS). Subsequently, cells are preconditioned to activate a self-defense mechanism that protects against oxidative damage.

TFEB activity is required for SFN-induced protection against both acute oxidant bursts and chronic oxidative stress. By simultaneously activating macroautophagy / autophagy and detoxifying pathways, natural compound SFN may trigger a self-defense cellular mechanism that can effectively mitigate oxidative stress commonly associated with many metabolic and age-related diseases.

KAUP_A_1739442_F0009_OC

SFN-induced TFEB nuclear accumulation was completely blocked by pretreatment of cells by N-acetyl-cysteine (NAC), or by other commonly used antioxidants. NAC also blocked SFN-induced mRNA expression of TFEB target genes, as well as SFN-induced autophagosome formation.

SFN offers an exceptional therapeutic opportunity for many metabolic and age-related diseases, in which oxidative stress and impaired autophagy both contribute to pathologies.”

https://europepmc.org/article/PMC/PMC8078734 “Sulforaphane activates a lysosome-dependent transcriptional program to mitigate oxidative stress”


This study explored cell mechanisms and confirmed opposing effects of NAC. I dropped NAC supplementation 62 weeks ago during Week 1 of eating broccoli sprouts every day, and dropped other antioxidants later.

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Osprey breakfast