Methylation Patterns Atlas · Interpretation Guide

Before You Interpret the Results

Factors that can change methylation-related markers, mimic a pattern, or complicate interpretation

Cross-pattern interpretation guide Educational, not diagnostic Use before assigning a pattern
01 · VERIFY Was the result measured reliably?
02 · CONTEXTUALIZE What else could have changed it?
03 · COMPARE Do several findings support one mechanism?
FACTOR 01 · INTERPRETATION CONTEXT

Laboratory Method and Sample Handling

Check what was measured, in which specimen, and whether the sample remained stable before analysis.

A laboratory report gives a number, but the meaning of that number depends on the analyte, biological specimen, analytical method, units, reference interval, and the conditions between collection and analysis.

Plasma, serum, whole blood, erythrocytes, urine, cells, and tissue are not interchangeable compartments. A circulating SAM value cannot be assumed to measure SAM inside liver cells, neurons, mitochondria, or cell nuclei.

What to verify

  • What analyte was actually measured?
  • Was the specimen plasma, serum, whole blood, urine, or another matrix?
  • Was the result directly measured or estimated from a commercial algorithm?
  • Are the method, units, and laboratory-specific reference interval visible?
  • Were collection, processing, storage, and transport requirements followed?
  • Has the abnormality been reproduced under comparable conditions?

Markers requiring particular care

  • SAM and SAH are method- and specimen-sensitive.
  • The SAM/SAH ratio must be read with both absolute values.
  • Cysteine and cystine are vulnerable to oxidation and handling effects.
  • Amino-acid panels depend on timing, specimen, and laboratory procedures.
  • Commercial pathway scores may be calculated rather than directly measured.

Common interpretive errors

  • Comparing results from laboratories that use different specimens or methods.
  • Treating a ratio as a diagnosis while ignoring the absolute values.
  • Confusing total homocysteine with homocystine on an amino-acid panel.
  • Treating “poor methylation” as if it were a directly measured laboratory result.

Why the ratio alone is insufficient

The same low SAM/SAH ratio can arise from low SAM, high SAH, both abnormalities together, or high concentrations of both with a disproportionate rise in SAH. These profiles do not imply the same mechanism or the same next question.

Do not assign a pathway pattern until you know exactly what was measured, how it was measured, and whether the result is technically reliable.
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FACTOR 02 · INTERPRETATION CONTEXT

Food, Fasting, and Recent Intake

Understand whether a recent meal, protein intake, alcohol exposure, or prolonged fasting changed the circulating result.

Circulating metabolites are partly shaped by recent substrate delivery. A plasma value may reflect what recently entered the system as well as how the system normally regulates it.

Not every methylation-related test requires fasting. The relevant question is whether collection conditions matched the laboratory instructions and whether those conditions were documented.

What to record

  • Fasting duration and time of collection.
  • Timing and composition of the last meal.
  • Recent protein intake and isolated amino acids.
  • Alcohol intake.
  • Prolonged fasting or unusually restrictive eating.
  • Protein powders, fortified drinks, and meal replacements.
  • Hydration status and rapid recent dietary changes.

Methionine

A single mildly elevated methionine value after recent protein intake is not equivalent to persistent fasting hypermethioninemia. A low value can occur with restricted protein, low energy intake, malabsorption, catabolism, or analytical variation.

Homocysteine

Homocysteine is influenced by vitamin status, kidney function, thyroid status, age, smoking, medication, illness, genetics, and pregnancy. It is not a direct gauge of recent methionine intake or global methylation activity.

Choline, betaine, and dimethylglycine

These metabolites may reflect intake, supplement use, oxidation of choline, BHMT-related metabolism, kidney function, and tissue distribution. A single value does not directly measure the activity of one enzyme.

Ask whether the result represents a stable metabolic tendency or a temporary response to what entered the system shortly before testing.
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FACTOR 03 · INTERPRETATION CONTEXT

Nutritional Status and Absorption

Separate a pathway disturbance from inadequate intake, malabsorption, energy restriction, or broader nutritional depletion.

The methylation cycle depends on adequate energy, protein and methionine, folate, vitamin B12, vitamin B6, choline, betaine, and normal digestion and absorption.

A pathway can appear constrained because the required substrate or cofactor is not reaching it. Conversely, normal or high serum concentrations after supplementation do not always show how the nutrient is functioning inside cells.

Contexts that can alter the profile

  • Highly restrictive diets or low total food intake.
  • Low protein intake or rapid weight loss.
  • Vegan or vegetarian diets without adequate B12 support.
  • Celiac disease, inflammatory bowel disease, chronic diarrhea, or malabsorption.
  • Bariatric, gastric, intestinal, pancreatic, or biliary conditions.
  • Persistent vomiting, eating disorders, parenteral nutrition, frailty, or sarcopenia.
  • Chronic alcohol exposure.

Vitamin B12 interpretation

Serum B12 can be affected by supplements, binding proteins, liver disease, kidney function, and other conditions. Methylmalonic acid may add information, but it can also rise when kidney function is reduced. Homocysteine is even less specific.

Look for the larger nutritional pattern

Low methionine accompanied by several low amino acids, weight loss, and restricted intake raises a different question from isolated low methionine with otherwise adequate nutrition. Context determines whether substrate availability is the more plausible explanation.

Common interpretive errors

  • Assuming low methionine automatically requires L-methionine.
  • Assuming high homocysteine automatically requires methylfolate.
  • Assuming high serum B12 proves adequate intracellular B12 function.
  • Assuming one nutrient explains a broad pattern of low amino acids.
  • Interpreting a nutrient marker without reviewing food intake and absorption.
Before locating a problem inside a pathway, confirm that the pathway has adequate substrates, cofactors, energy, and absorption conditions.
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FACTOR 04 · INTERPRETATION CONTEXT

Supplements, Medications, and Recent Changes

Determine whether the test reflects baseline physiology or the effects of an intervention.

A laboratory result obtained while taking supplements or medication may describe the combined effect of baseline physiology, dose, timing, duration, absorption, interactions, and recent changes.

This does not make the result invalid. It changes the question from “What is my untreated pattern?” to “What state is present under these interventions?”

Document exact exposure

  • Folic acid, methylfolate, and folinic acid.
  • Vitamin B12, vitamin B6, and riboflavin.
  • SAMe and L-methionine.
  • Choline, phosphatidylcholine, betaine, or TMG.
  • Creatine, glycine, NAC, and glutathione products.
  • Multivitamins, protein powders, amino-acid products, and fortified drinks.
  • Hormonal therapies, prescription medication, and over-the-counter products.
  • Exact form, dose, frequency, duration, and last dose before testing.

They may move the marker

Folate or B12 may lower homocysteine in selected contexts. Betaine can support BHMT-dependent remethylation and may raise methionine. SAMe adds an exogenous SAM source. Methionine supplements increase methionine exposure.

They may change symptoms without proving the mechanism

  • Feeling better after SAMe does not prove low hepatic SAM.
  • Activation after methylfolate does not prove “overmethylation.”
  • A calming response to glycine does not measure GNMT activity.
  • Improvement with choline does not by itself establish PEMT dysfunction.

Medication context

Medication may affect nutrient absorption, folate or B12 status, liver and kidney function, thyroid function, appetite, inflammation, and metabolite clearance. Prescribed medication should not be stopped merely to create a cleaner test result.

Interpret the result in the context in which it was produced. Do not silently treat a supplemented value as an untreated baseline.
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FACTOR 05 · INTERPRETATION CONTEXT

Kidney Function

Review renal context before attributing abnormal homocysteine, SAH, SAM, methylmalonic acid, or related metabolites to another pathway.

The kidneys influence one-carbon metabolism through more than urinary excretion. Reduced kidney function can alter metabolite clearance, metabolism, and circulating concentrations.

Renal dysfunction may therefore create a real biochemical profile that resembles remethylation limitation, SAH-driven inhibition, vitamin B12 deficiency, hepatic dysregulation, or a mixed methylation pattern.

Markers that may be affected

  • Total homocysteine may rise.
  • SAH may rise and reduce the SAM/SAH ratio.
  • SAM may change, and both SAM and SAH can be elevated.
  • Methylmalonic acid may rise independently of B12 deficiency.
  • Dimethylglycine and cystathionine may accumulate or become less specific.

What renal information to review

  • Serum creatinine and estimated GFR.
  • Cystatin C or a combined estimate when appropriate.
  • Urine albumin-to-creatinine ratio.
  • Known kidney disease, diabetes, or hypertension.
  • Hydration, muscle mass, recent creatine use, and trends over time.

Patterns kidney dysfunction can resemble

  • SAH-Driven Low Methylation Potential.
  • Folate- or Vitamin B12-Dependent Remethylation Limitation.
  • Choline-Betaine-Dependent Remethylation Limitation.
  • Hepatic Methionine and SAM Homeostasis Dysregulation.
  • A nonspecific high-homocysteine or mixed systemic profile.

Common interpretive error

“Homocysteine and SAH are elevated, so more methyl donors are required.” If the dominant issue is renal-associated SAH accumulation or altered handling, increasing methyl-donor supply may not address the reason the markers are abnormal.

Kidney function should be reviewed before homocysteine, SAH, SAM, MMA, or the SAM/SAH ratio is assigned to a primary methylation pathway.
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FACTOR 06 · INTERPRETATION CONTEXT

Liver and Metabolic Context

Consider liver disease, alcohol, medication exposure, and metabolic risk without assuming one uniform methylation state.

The liver has a central role in methionine uptake, SAM production and use, SAH handling, BHMT-dependent remethylation, transsulfuration, glutathione-related metabolism, phosphatidylcholine synthesis, and lipid export.

Liver disease can therefore change methylation-related metabolites, but it does not produce one universal profile. Methionine, SAM, SAH, homocysteine, choline-related metabolites, and the SAM/SAH ratio may move in different directions.

Routine liver tests answer different questions

  • ALT and AST mainly reflect hepatocellular injury.
  • GGT, alkaline phosphatase, and bilirubin help characterize other injury patterns.
  • Albumin and INR contribute information about synthetic function.
  • Platelets, imaging, fibrosis scores, and elastography address different clinical questions.
  • None directly measures hepatic SAM production or methyltransferase flux.

What to review

  • Known steatosis, fibrosis, cirrhosis, or cholestasis.
  • Insulin resistance, diabetes, central adiposity, and lipid findings.
  • Alcohol exposure.
  • Medication or supplement-related liver injury.
  • Viral, autoimmune, biliary, or genetic liver disease.
  • Imaging, fibrosis assessment, synthetic function, nutrition, and muscle loss.

How liver context may affect interpretation

  • Methionine-to-SAM conversion and SAM buffering may change.
  • SAH handling and circulating-to-tissue relationships may change.
  • Homocysteine can be affected but is not liver-specific.
  • Serum B12 can rise because of altered storage, release, or binding proteins.

Liver context is not the same as Pattern 9

This factor asks whether liver disease or metabolic context could be changing the result. The pattern “Hepatic Methionine Metabolism and SAM Homeostasis Dysregulation” asks whether altered regulation of methionine, SAM, SAH, GNMT, BHMT, PEMT, or connected pathways is central to the biochemical profile.

Review standard liver and metabolic context, but do not predict the direction of SAM or methylation capacity from a routine liver abnormality alone.
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FACTOR 07 · INTERPRETATION CONTEXT

Thyroid, Hormonal, and Life-Stage Context

Account for age, pregnancy, menopause, hormonal state, and thyroid function.

Reference expectations, nutrient demand, renal physiology, and pathway regulation can change across endocrine and life-stage contexts.

These factors do not automatically create a methylation disorder, but they can change the meaning of the same numerical result.

Thyroid function

  • Hypothyroidism can contribute to higher homocysteine.
  • Thyroid status also affects lipids, body composition, kidney function, and liver context.
  • Relevant information may include TSH, free T4, established thyroid disease, medication, and recent treatment changes.

Pregnancy

  • Pregnancy changes plasma volume, glomerular filtration, nutrient demand, and one-carbon metabolism.
  • Total homocysteine commonly decreases during normal pregnancy.
  • Pregnancy-specific interpretation and supplement safety take priority over a general methylation framework.

Menopause and estrogen context

  • Estrogen can influence PEMT expression and endogenous phosphatidylcholine synthesis.
  • Choline requirements and susceptibility to low intake may vary with menopausal status.
  • Hormonal state remains one modifier among diet, metabolic health, liver function, and genetics.

Age and body composition

  • Age may affect kidney function, homocysteine, B12 absorption, medication exposure, and nutritional reserve.
  • Very low or high muscle mass can complicate creatinine-based renal interpretation.
  • Children, pregnant people, and older adults may require different reference expectations.
Before calling a result abnormal in pathway terms, confirm that it is being interpreted within the appropriate endocrine and life-stage context.
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FACTOR 08 · INTERPRETATION CONTEXT

Acute Illness and Systemic Conditions

Recognize temporary or secondary changes caused by infection, inflammation, catabolism, metabolic disease, or severe illness.

Methylation-related markers are often interpreted as stable personal traits, but acute and chronic systemic conditions can change production, utilization, tissue turnover, and clearance.

A test obtained during infection, hospitalization, surgery, severe stress, or rapid weight loss may describe a temporary or secondary state rather than a stable long-term pattern.

Relevant contexts

  • Recent infection, fever, or acute inflammation.
  • Severe chronic inflammatory disease.
  • Recent surgery, trauma, or prolonged immobilization.
  • Cancer, uncontrolled diabetes, or marked insulin resistance.
  • Rapid weight loss, fasting, dehydration, or catabolic illness.
  • Hospitalization and major medication changes.

Why several markers may change together

Systemic illness may simultaneously change food intake, protein breakdown, kidney and liver function, fluid balance, inflammation, medication exposure, and amino-acid turnover. A single pathway explanation may therefore be too narrow.

When repeat testing may help

When a mild and unexpected result was obtained during a temporary illness, repeating it after recovery under standardized conditions may clarify whether it persists. Marked abnormalities or urgent clinical concerns should not be delayed for repeat testing.

Common interpretive errors

  • Treating a result obtained during illness as a lifelong metabolic identity.
  • Explaining several abnormalities through one common variant while ignoring systemic disease.
  • Starting multiple supplements and using the symptom response as confirmation.
  • Assuming post-recovery normalization proves a supplement corrected the pathway.
Ask whether the test reflects the person’s usual state or a period of unusual physiological demand. Persistence is often more informative than an isolated result.
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Cross-pattern tool

Marker-Centered Cross-Check

This table does not diagnose a pattern. It shows what should be reviewed before a marker is assigned to one mechanism.

Finding Important factors to review before assigning a pattern
High total homocysteine Kidney function, vitamin B12, folate, vitamin B6, thyroid status, age, smoking, medication, alcohol, pregnancy status, and inherited disorders.
Low total homocysteine Protein and methionine intake, pregnancy, supplementation, illness, nutritional status, and analytical variation.
High methionine Recent intake, fasting status, persistence, homocysteine, SAM, SAH, liver function, supplements, and inherited disorders.
Low methionine Protein and energy intake, malabsorption, catabolism, remethylation context, other amino acids, and sample conditions.
Low SAM Specimen and method, sample stability, methionine availability, supplementation, liver context, and demand relative to production.
High SAM SAMe use, specimen and method, SAH, kidney function, liver or systemic context, and rare GNMT-, AHCY-, or adenosine-related disorders.
High SAH Kidney function, sample handling, SAM, homocysteine, adenosine metabolism, liver disease, and systemic disease.
Low SAM/SAH ratio Absolute SAM and SAH, specimen, processing, kidney function, liver context, and the laboratory-specific reference interval.
High methylmalonic acid Vitamin B12 status, kidney function, age, method, and clinical context.
High serum vitamin B12 Supplement use, liver disease, binding proteins, kidney context, and hematologic or systemic conditions.
Abnormal betaine or dimethylglycine Diet, TMG use, choline intake, kidney function, BHMT context, and connected metabolites.
Abnormal cystathionine, cysteine, or cystine Vitamin B6, kidney and liver context, protein intake, oxidation, sample handling, and the exact analyte measured.
Abnormal liver enzymes Standard liver differential, alcohol, medication, metabolic risk, muscle injury, imaging, and fibrosis context.
Abnormal creatinine or eGFR Muscle mass, age, hydration, creatine use, medication, cystatin C, urine albumin, and change over time.

Seven-step method

A Practical Interpretation Framework

Use this sequence to move from a laboratory value to a proportionate, testable biochemical hypothesis.

01

Write down the actual finding

Use the measured result rather than a pathway label. “Homocysteine repeatedly above the laboratory interval” is a finding; “poor methylation” is an interpretation.

02

Verify technical reliability

Check specimen, units, reference interval, analytical method, collection conditions, processing, storage, fasting status when relevant, and reproducibility.

03

Build a modifier list

Document food, fasting, nutritional status, supplements, medication, kidney function, liver context, thyroid and hormonal context, life stage, illness, and major recent changes.

04

Look for a coherent marker relationship

Ask whether connected markers support the same mechanism. A pattern requires convergence rather than one isolated number.

05

Compare common and rare explanations

Common factors usually deserve consideration first, while marked persistent abnormalities, childhood onset, neurologic findings, coagulopathy, or very high values may require specialist evaluation.

06

Avoid treatment-by-marker

A value identifies a question, not automatically an intervention. The proposed intervention should match a supported mechanism.

07

Define what would confirm or weaken the hypothesis

Specify what should repeat, which related marker should move, what alternative explanation has been evaluated, and what result would make the proposed pattern less likely.

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Final synthesis

Key Takeaways

A measured value and its proposed explanation are not the same thing.
Specimen, method, processing, units, and reference intervals are part of the result.
Recent food, fasting, supplements, and medication can change the state being measured.
Nutritional insufficiency can resemble pathway dysfunction.
Kidney function is essential when interpreting homocysteine, SAH, SAM, methylmalonic acid, and related metabolites.
Liver disease can alter methylation-related markers without producing one predictable methylation profile.
Thyroid status, pregnancy, menopause, age, and systemic illness can change reference expectations and metabolic demand.
One abnormal marker raises a question; several coherent findings are needed to support a pattern.
A supplement response is information about response, not proof of the proposed biochemical mechanism.
The strongest interpretation begins with the exact finding, evaluates competing influences, and preserves uncertainty when the evidence does not locate the affected pathway step.

Evidence Note

The strongest evidence supporting this guide concerns validated laboratory methodology, pre-analytical requirements, renal effects on homocysteine and methylmalonic acid, standard kidney and liver assessment, recognized nutrient deficiencies, and diagnosed inherited metabolic disorders.

Evidence is less certain for commercial pathway scores, fixed enzyme-speed assignments from common variants, symptom-based methylation labels, supplement responses used to locate pathway defects, and treatment selection from a SAM/SAH ratio without method and clinical context.

Selected Reference Categories

  • Kidney disease evaluation and management guidance.
  • Validated analytical methods for SAM and SAH.
  • Vitamin B12 biomarker and methylmalonic acid guidance.
  • Clinical liver and metabolic-disease assessment guidance.
  • Human evidence on thyroid status, pregnancy, homocysteine, and choline requirements.
  • Consensus recommendations for inherited methylation disorders.
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Evidence base

Selected References

Guidelines, analytical studies, reviews, and human clinical evidence used to support the interpretation principles on this page.

  1. Kidney Disease: Improving Global Outcomes (KDIGO). KDIGO 2024 Clinical Practice Guideline for the Evaluation and Management of Chronic Kidney Disease. Kidney International. 2024;105(4 Suppl):S117–S314.
    Grade A
  2. National Institutes of Health, Office of Dietary Supplements. Vitamin B12: Fact Sheet for Health Professionals. Current evidence summary on vitamin B12 assessment, methylmalonic acid, homocysteine, renal influences, intake, absorption, and supplementation.
    Grade A
  3. Rinella ME, Neuschwander-Tetri BA, Siddiqui MS, et al. AASLD Practice Guidance on the clinical assessment and management of nonalcoholic fatty liver disease. Hepatology. 2023;77(5):1797–1835.
    Grade A
  4. European Association for the Study of the Liver; European Association for the Study of Diabetes; European Association for the Study of Obesity. EASL–EASD–EASO Clinical Practice Guidelines on the management of metabolic dysfunction-associated steatotic liver disease. Journal of Hepatology. 2024;81(3):492–542.
    Grade A
  5. Gellekink H, van Oppenraaij-Emmerzaal D, van Rooij A, Struys EA, den Heijer M, Blom HJ. Stable-isotope dilution liquid chromatography–electrospray injection tandem mass spectrometry method for fast, selective measurement of S-adenosylmethionine and S-adenosylhomocysteine in plasma. Clinical Chemistry. 2005;51(8):1487–1492.
    Grade B
  6. Corrillero Bravo A, Ligero Aguilera MN, Marziali NR, et al. Analysis of S-Adenosylmethionine and S-Adenosylhomocysteine: Method Optimisation and Profiling in Healthy Adults upon Short-Term Dietary Intervention. Metabolites. 2022;12(5):373.
    Grade B
  7. Loikas S, Koskinen P, Irjala K, et al. Renal impairment compromises the use of total homocysteine and methylmalonic acid but not total vitamin B12 and holotranscobalamin in screening for vitamin B12 deficiency in the aged. Clinical Chemistry and Laboratory Medicine. 2007;45(2):197–201.
    Grade B
  8. Murphy MM, Fernandez-Ballart JD. Homocysteine in pregnancy. Advances in Clinical Chemistry. 2011;53:105–137.
    Grade B
  9. Zhang SF, Li LZ, Zhang W, et al. Association Between Plasma Homocysteine Levels and Subclinical Hypothyroidism in Adult Subjects: A Meta-Analysis. Hormone and Metabolic Research. 2020;52(9).
    Grade B
  10. Sugihara T, Koda M, Okamoto T, et al. Falsely Elevated Serum Vitamin B12 Levels Were Associated with the Severity and Prognosis of Chronic Viral Liver Disease. Yonago Acta Medica. 2017;60(1):31–39.
    Grade B
Evidence grading: Grade A includes major clinical guidelines, government evidence summaries, and high-level consensus documents. Grade B includes peer-reviewed analytical studies, observational research, narrative reviews, and meta-analyses used to clarify laboratory and physiological context.
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