How We Work

How we evaluate evidence, fund our work, and think about health information. This is the how; for the why, read our story.

Why We're Independent

There is a growing crop of subscription services that will sell you a yearly membership, draw your blood, and hand you a hundred biomarkers in a polished app. MeMurton Labs is not one of them, and that difference is the whole point.

We are not a testing company. We do not run a lab, we do not draw your blood, and we do not sell you a membership. We are the independent layer that sits above the labs: education that explains what your markers mean, and price comparison that shows you the cheapest honest way to order them. Three things follow from that, and none of them are possible for a company whose revenue depends on selling you the test.

Our incentives point at you, not at more testing

A subscription testing service makes more money when you test more, through them, at their price. That is a real conflict of interest, however well intentioned the company. Because we do not sell the test or take a markup on it, we have no reason to push you toward more markers than you need or a more expensive lab than necessary. Our only job is to point you at the right markers at the lowest price, even when that price is a fraction of a membership. Our Test Library shows five labs side by side and always highlights the cheapest, even when it is not our highest-earning link.

A panel you order once, not a subscription

You do not need a five-hundred-dollar yearly membership to understand your biology. A thoughtful, evidence-led panel from our Longevity Ledger costs roughly one to three hundred dollars, ordered once, at a lab you choose. There is no recurring charge, no app to cancel, and no ecosystem to stay locked inside. You own the process from start to finish, and you can stop, repeat, or go deeper entirely on your own terms.

More markers is not the goal. The right markers, understood, is

Testing a hundred biomarkers sounds thorough, but most of those numbers are noise. They generate anxious "abnormal" flags that change nothing, and they exist as much to justify a subscription as to inform you. We take the opposite view. Every panel we build starts from the few high-signal markers that actually change what you would do, each one explained so you understand it rather than just see a colored dot. The value is not in the size of the readout. It is in knowing which numbers matter and what to do about them.

There is a deeper reason to stay focused. Improving your health is a behavioral problem as much as a biological one, and trying to fix everything your labs flag at once is overwhelming. Overwhelm is why most people change nothing. It works far better to choose the one or two markers that matter most for you right now, make the changes that move them, and keep testing until they are where you want them and the new habit has set. Then, and only then, you move on to the next. Focused effort compounds. A hundred numbers scattered across a dashboard, with no idea where to begin, does not.

This is also why the education comes first and the affiliate links come second. If you would rather not use our links at all, you can take any panel we recommend and order it directly. We would rather you test the right things at the best price than worry about whether we earn anything. The next section explains exactly how that funding works.


Our Methodology

The method, in four steps

Everything on MeMurton Labs runs on one simple loop. Walk it once, or come back to it for every part of your health. The rest of this section is how we hold each step to a real standard.

1
Understand. Learn what your body is actually doing, in plain language. What each marker measures and why it matters. No medical degree required.
2
Measure. See where you stand today. A single baseline shows you what is on track and what is not. These are the readings to start from.
3
Change. Make one small, deliberate change. This is how you move a number, rather than just knowing it. Pick the marker that matters most and start there.
4
Re-check. Come back and measure again, and watch the number move. The second reading is when this becomes a habit instead of a one-off experiment.

How we evaluate evidence

Every claim on MeMurton Labs traces back to a source. Not a blog post, not an influencer's opinion, not a supplement company's marketing page, a source. We cite peer-reviewed journal articles, meta-analyses, clinical guidelines, and established scientific databases. When the evidence is strong, we say so. When it's preliminary, we say that too.

This isn't just a preference, it's a system.

The evidence tier framework

Every intervention and recommendation on this site carries an evidence grade. These aren't arbitrary, they reflect the quality and strength of the research behind them.

[A]
Strong evidence: Supported by human interventional studies, randomized controlled trials, meta-analyses, or established clinical guidelines. Multiple high-quality studies in agreement. This is the strongest level of evidence, recommendations at this tier are well-established in the scientific literature.
[B]
Moderate evidence: Supported by prospective cohort studies, strong observational data in humans, or consistent findings across multiple smaller studies. The direction of effect is clear, but the evidence hasn't reached the gold standard of large RCTs or meta-analyses.
[C]
Preliminary evidence: Supported by mechanistic studies, animal data, in-vitro research, or cross-sectional associations. Promising and scientifically plausible, but not yet confirmed in robust human trials. We include these because emerging science matters, but we always label the tier so you know where it stands.
[D]
Theoretical: Based on clinical inference, expert interpretation, early hypothesis, or case reports. Interesting and worth knowing about, but not yet supported by formal study. We flag these clearly so you can distinguish between what's proven and what's plausible.

When you see a lever like "Eat 10g of soluble fiber daily [A]" in a biomarker article, the [A] tells you this recommendation is backed by strong human evidence. When you see something tagged [C], you know it's promising but early. This transparency is the foundation of everything we publish.

How we read a result: three kinds of number

Most lab reports give you a single range and a verdict: normal or not. That one line hides three very different kinds of number, and we think you deserve to see each of them named honestly, with the evidence behind it made plain.

Laboratory reference interval: The range your lab prints. For most markers it's a statistical band, the central 95% of a reference population, and it shifts with the testing method and with age, sex, and the population it was built from. It shows how your result compares with that reference population. It does not necessarily identify a clinical decision point or the level associated with the lowest long-term risk. And because that population is rarely in peak health, sitting inside the range often just means you resemble the average person.
Clinical decision threshold: For some markers, and only some, medical guidelines set a specific value used to diagnose, investigate, or treat a condition, like the glucose and HbA1c cutoffs for diabetes or an LDL treatment target. It's a real, evidence-backed line, but it exists to catch or manage disease, not to mark where you thrive. Where one exists we name it; where none does, we say so rather than imply one.
Evidence-informed risk target: For many markers, studies that follow large groups over time point to a range associated with lower long-term risk, often below the clinical threshold. It's the number worth aiming for if you're optimizing rather than just avoiding a diagnosis, and it's the target we show on each biomarker page, alongside its evidence grade. Two honest caveats travel with it: it comes from a particular population or study, so it isn't automatically a universal goal, and for some markers there's no defensible target of this kind at all. When that's the case, we don't invent one.

Your doctor works mostly from the first two. The third is the rest of the picture, and we hold it to the same standard as everything else we publish: where the evidence is strong we show it and cite it, where it's thin we tell you, and where it doesn't exist we leave it out rather than manufacture a number.

How we source our content

Our primary sources include:

  • Peer-reviewed journal articles, with preference for systematic reviews and meta-analyses
  • Clinical guidelines from established bodies (AHA, WHO, Endocrine Society, and others)
  • Scientific databases (PubMed, HMDB, UniProt, KEGG, NIH Office of Dietary Supplements)
  • Longevity-focused research from GeroScience cohort studies and centenarian biomarker analyses

Every biomarker article includes inline citations that you can hover over for a summary of the source, or click through to the original paper. We cite after specific claims, not as general background decoration. If we make a statement, you can check where it came from.

The six-part writing framework

Every biomarker article on MeMurton Labs follows the same six-part structure. This isn't just editorial consistency, it's designed to serve every reader, from someone who's never heard of a biomarker to a clinician reviewing our work.

  1. The Question: Why does this matter? We start with curiosity, not jargon.
  2. The Mechanism: What's actually happening in your body? We explain with a plain-language analogy first, then layer in the biology, then the clinical detail.
  3. The System: How does this connect to everything else? No biomarker exists in isolation.
  4. The Rhythm: What timing, cycles, or context matters? Circadian, seasonal, hormonal.
  5. The Levers: What can you actually do about it? Specific, actionable, evidence-graded.
  6. The Reflection: What does this teach you about your body? We close with meaning, not fear.

Within each section, we layer from accessible to deep, so you can read at the level that serves you and go deeper when you're ready.

What we don't do

  • We don't accept industry funding or sponsored content
  • We don't let affiliate relationships influence our recommendations (see our disclosure below)
  • We don't present emerging research as established fact
  • We don't give medical advice, we give education (see our medical approach below)
  • We don't use jargon without explaining it first

Affiliate Disclosure

How we fund this work

MeMurton Labs is an independently funded health education platform. We earn revenue through affiliate commissions, when you click a link to order a lab test, purchase a supplement, or buy a recommended product, and you complete that purchase, we may earn a small commission from the retailer.

This is how we keep the site free, independent, and ad-free.

How affiliate links work on this site

Affiliate links appear in specific, predictable places:

  • The Test Library: "Order" buttons next to lab service pricing. When you click through to a lab service like Ulta Lab Tests or Quest Diagnostics and place an order, we may earn a commission.
  • The Levers section of biomarker articles, When an evidence-based intervention involves a specific product (a supplement, a device, a tool), we may link to it with an affiliate link.
  • Panel pages: "Order this panel" buttons linking to lab services.

Affiliate links are always functional links to real products and services. They work exactly like a normal link, you click, you go to the retailer's site, you decide whether to purchase. The price you pay is the same whether you use our link or go directly.

What affiliate links never do

Commissions never determine our recommendations. We evaluate every product and service against our evidence standards first. If it doesn't pass, we don't recommend it, regardless of the commission rate. Some of the highest-commission products in the longevity space are ones we've chosen not to recommend because the evidence isn't there.

We compare multiple options honestly. Our Test Library shows pricing from five lab services side by side. We don't hide the cheapest option to promote a higher-commission partner. The lowest price is always highlighted, even when it's not our highest-earning affiliate.

We never create content to sell a product. Every article starts with the science and the biomarker. If an affiliate product naturally fits as an evidence-based lever, it's included. If it doesn't, it isn't, no matter how lucrative the partnership.

Our affiliate partners

We work with affiliate programs across these categories:

  • Lab testing services: Ulta Lab Tests, Quest Diagnostics, Labcorp OnDemand, Walk-In Labs, HealthLabs.com, and others
  • Supplements: Brands that meet third-party testing and evidence standards
  • Wearables and devices: Sleep trackers, continuous glucose monitors, red light panels, and other measurement tools
  • Wellness services: Sauna, cold therapy, and other evidence-based interventions

We are transparent about which specific partners we work with. As affiliate relationships are activated, we will maintain a current list on this page.

How to identify affiliate links

On biomarker article pages, a brief disclosure appears near the top of the Levers section. In the Test Library, a disclosure appears below the pricing comparison. All affiliate links open in a new tab and are tagged for search engine transparency.

If you'd prefer not to use our affiliate links, you can always navigate directly to any retailer's website. We'd rather you order the right test at the best price than worry about whether we earn a commission.


Our Approach to Health Information

Your body, your data

MeMurton Labs exists because we believe you have the right to understand your own biology. Not in a watered-down, "ask your doctor" way, in a real, substantive, actionable way. Your blood tells a story. You should be able to read it.

The current healthcare system isn't designed for proactive health optimization. Most doctors order the minimum tests covered by insurance, interpret results against broad reference ranges designed to catch disease (not optimize health), and tell you everything is "normal", even when your numbers suggest real room for improvement. Testing frequency is determined by insurance reimbursement schedules, not by what would actually help you catch problems early or track whether your interventions are working.

We think that's a gap you can fill yourself.

You can order your own tests

In most US states, you can order blood work directly from lab services like Ulta Lab Tests, Quest Diagnostics, Labcorp OnDemand, and others, without a doctor's referral, without insurance approval, and at prices that are often lower than your insurance copay. Our Test Library exists specifically to make this easy: compare prices across services, understand what each test measures, and order with confidence.

When you test more frequently than the once-a-year physical your insurance covers, quarterly, or even monthly for specific markers during an intervention, you gain something powerful: trend data. A single ApoB reading is a snapshot. Four readings over a year, correlated with the dietary and supplement changes you've made, is a conversation with your own biology. That's the kind of data that transforms how you think about your health.

What we provide, and what we don't

MeMurton Labs is a health education platform, not a medical practice. We provide:

  • Deep, evidence-based explanations of what biomarkers measure and why they matter
  • The three kinds of number behind a result (lab reference range, clinical threshold, evidence-informed target) so you can see beyond "normal"
  • Evidence-graded intervention levers so you know what's proven and what's promising
  • Lab pricing comparisons so you can order tests affordably and without gatekeeping
  • The scientific context to have informed, productive conversations about your health

What we don't provide is personalized medical advice. We can explain what ApoB measures in general and what the research says about optimal ranges, but we can't tell you what your specific ApoB result means given your complete medical history, medications, genetics, and symptoms. That level of personalized interpretation requires clinical context that no website can replicate.

When to work with a clinician

We're not anti-doctor, we're pro-agency. The ideal scenario is that you arrive at your next medical appointment already understanding your numbers, already knowing what questions to ask, and already tracking trends over time. That changes the dynamic from "tell me what's wrong" to "here's what I'm seeing in my data, what do you think?"

There are situations where professional guidance is especially important:

  • Results significantly outside the standard reference range
  • Symptoms that concern you, whether or not your labs look "normal"
  • Before starting or stopping any medication
  • When you're interpreting results in the context of a known condition
  • Pregnancy, chronic illness, or complex hormonal situations

But we also want to be honest: many of the proactive, optimization-focused actions covered on this site, eating more soluble fiber, improving sleep hygiene, starting zone 2 exercise, testing your Vitamin D levels, don't require a doctor's permission. You have agency over your own health choices. The evidence is here. The tests are accessible. The levers are in your hands.

The bottom line

We believe that understanding your biology is a right, not a privilege. That testing should be accessible, affordable, and frequent enough to be useful. That "normal" is not the same as "optimal." And that when you combine real data with real education, you can make measurable, meaningful changes to your healthspan.

That's what MeMurton Labs is here to help you do.

MeMurton Labs, Restoring coherence between human biology and the natural world.