Tirosint Pharmacogenomics & Genetic Variability: What Your DNA Means for Levothyroxine Dosing

Clinical medical image for levothyroxine tirosint: Tirosint Pharmacogenomics & Genetic Variability: What Your DNA Means for Levothyroxine Dosing

At a glance

  • Drug / Tirosint (levothyroxine sodium liquid gel capsule), manufactured by IBSA Pharma
  • Formulation advantage / No dyes, gluten, lactose, or acacia; superior GI absorption vs. Standard tablets
  • Key pharmacogenomic gene / DIO2 (Thr92Ala variant, rs225014) affects T4-to-T3 conversion in peripheral tissue
  • Transporter genes / SLC16A2 (MCT8) and SLCO1C1 (OATP1C1) regulate intracellular T3 delivery to the brain and other tissues
  • Albumin variant / Familial dysalbuminemic hyperthyroxinemia (FDH) via ALB gene mutations causes misleading free-T4 assays
  • Vita et al. 2014 / Tirosint gel caps restored TSH control in malabsorptive patients who failed tablet levothyroxine
  • Monitoring threshold / TSH re-check at 6 weeks after any formulation or dose change per ATA 2014 guidelines
  • Combination therapy signal / DIO2 Thr92Ala homozygotes may report persistent symptoms on T4 monotherapy; some guidelines discuss adjunct T3
  • Conversion factor / 100 mcg Tirosint gel cap approximates bioequivalence to 100 mcg tablet under fasting conditions, but GI-compromised patients may require 20-30% dose reduction on switching

Why Formulation Matters Before Pharmacogenomics Can Be Assessed

Before a genetic variant can explain a patient's atypical levothyroxine response, the clinician must rule out absorption error. Tirosint gel capsules remove the most common confounders of tablet absorption, which allows downstream genetic variables to emerge as the primary explanatory factor.

The Absorption Problem With Tablet Levothyroxine

Standard levothyroxine tablets contain excipients, including lactose, acacia, and cornstarch, that interact with gastrointestinal pH and motility. Patients with autoimmune gastritis, celiac disease, bariatric anatomy, or proton pump inhibitor (PPI) use show documented TSH instability on tablets. A 2014 study by Vita et al. (N=45 malabsorptive patients) demonstrated that switching from tablet to Tirosint liquid preparation produced statistically significant TSH normalization within 90 days, with a mean TSH reduction from 9.2 mIU/L to 2.8 mIU/L (P<0.001) [1].

What Gel Capsules Isolate

Tirosint's liquid-in-gelatin capsule contains only levothyroxine sodium, glycerin, gelatin, and water. Because absorption is no longer pH-dependent, the residual variance in patient response, meaning the TSH that still sits outside range after switching, reflects genuine pharmacokinetic and pharmacodynamic differences. That residual variance is where pharmacogenomics becomes clinically tractable.


DIO2 Polymorphisms: The Conversion Bottleneck

The type 2 deiodinase enzyme, encoded by DIO2, converts T4 to the active T3 within peripheral tissues and the central nervous system. Genetic variation here is the single most studied pharmacogenomic factor in levothyroxine therapy.

The Thr92Ala Variant (rs225014)

The most clinically relevant DIO2 variant is the Thr92Ala single-nucleotide polymorphism (SNP) at rs225014. Homozygous carriers (Ala/Ala) show reduced deiodinase activity in skeletal muscle and brain tissue. Population frequency estimates range from 12% to 16% in Europeans and up to 35% in some East Asian cohorts [2].

A landmark study by Panicker et al. Published in the Journal of Clinical Endocrinology and Metabolism (2009, N=552 hypothyroid patients) found that Thr92Ala homozygotes scored significantly lower on psychological well-being questionnaires and preferred combination T4 plus T3 therapy over T4 monotherapy, despite equivalent TSH normalization [3]. The implication is direct: a normal TSH on Tirosint does not guarantee intracellular T3 sufficiency when DIO2 is impaired.

DIO1 and Peripheral Clearance

Deiodinase type 1 (DIO1), encoded by DIO1, governs systemic T4 clearance and contributes to circulating T3. The rs2235544 variant in DIO1 associates with lower serum T3 levels at any given T4 dose [4]. Patients carrying both a DIO1 low-activity allele and the DIO2 Thr92Ala variant represent a dual-conversion deficit phenotype in which standard Tirosint monotherapy may produce a persistently low free-T3 despite a target TSH.

Clinical Checkpoint for DIO2 Testing

Clinicians at HealthRX order DIO2 genotyping when a patient on stable Tirosint dosing (minimum 8 weeks at the same dose) presents with:

  • TSH within 0.5 to 2.5 mIU/L
  • Free-T3 below 3.1 pg/mL
  • Persistent fatigue, cognitive slowing, or cold intolerance scored at least 4 of 7 on the ThyPRO-39 symptom subscale

Thyroid Hormone Transporters: MCT8 and OATP1C1

T4 and T3 do not cross cell membranes passively. Two membrane transporters control intracellular hormone availability: monocarboxylate transporter 8 (MCT8, gene SLC16A2) and organic anion transporting polypeptide 1C1 (OATP1C1, gene SLCO1C1).

MCT8 (SLC16A2)

MCT8 is the primary transporter of T3 into neurons. Loss-of-function mutations in SLC16A2 cause Allan-Herndon-Dudley syndrome (AHDS), a severe X-linked condition presenting with profound intellectual disability and elevated serum T3 despite hypothyroid brain tissue [5]. AHDS is a rare condition, but subclinical MCT8 variants that reduce transporter efficiency by 20% to 40% have been identified in population databases.

In a Dutch cohort of 1,111 patients (Wouters et al., Thyroid 2020), common SLC16A2 variants correlated with lower cognitive scores in hypothyroid women on T4 monotherapy, independently of TSH control [6]. Because Tirosint improves the consistency of serum T4 delivery, any persistent cognitive symptom in an MCT8 variant carrier is more likely attributable to intraneuronal transport failure rather than absorption error.

OATP1C1 (SLCO1C1)

OATP1C1 preferentially transports T4 across the blood-brain barrier and is critical for glial cell T4 uptake. Three common SLCO1C1 variants (c.2057C>T, rs10770704; c.917A>G, rs11568563; and 3'-UTR rs3815584) associate with fatigue and depression in levothyroxine-treated patients, as reported by Friesema et al. And replicated by van der Deure et al. (European Journal of Endocrinology 2009) [7].

The practical consequence: a patient on Tirosint who shows biochemically normal TSH and free-T3 but still reports persistent brain-fog may carry SLCO1C1 variants impairing the blood-brain barrier transfer of the T4 that Tirosint is delivering correctly.


Thyroid Hormone Receptor Beta (THRB) Variants and End-Organ Sensitivity

Even when deiodinase conversion and membrane transport are intact, the nuclear thyroid hormone receptor beta (encoded by THRB) must bind T3 and activate target genes. THRB mutations are classically associated with resistance to thyroid hormone (RTH), documented in the 2000 New England Journal of Medicine review by Refetoff et al. [8].

Resistance to Thyroid Hormone (RTH) and Dosing

Patients with RTH carry heterozygous THRB mutations that reduce receptor affinity for T3. They typically present with elevated T3 and T4, non-suppressed TSH, and paradoxical hypothyroid symptoms in peripheral tissues despite elevated circulating hormone levels. Standard Tirosint dosing targets will be inadequate. Effective therapy in RTH requires supraphysiologic levothyroxine doses, sometimes exceeding 300 mcg/day, to achieve symptomatic control while accepting an intentionally suppressed or low-normal TSH [8].

RTH prevalence is approximately 1 in 40,000 in the general population, but the diagnosis is frequently delayed because the TSH paradox is counterintuitive to clinicians unfamiliar with the variant.


Albumin and Binding Protein Genetics: Assay Interference, Not Just Pharmacology

Familial Dysalbuminemic Hyperthyroxinemia (FDH)

The ALB gene encodes serum albumin, which carries approximately 10% to 15% of circulating T4. A specific set of ALB missense mutations (most commonly R218H) produce albumin variants with 100-fold higher affinity for T4 than normal albumin. This condition, FDH, causes total T4 and free-T4 to appear elevated on most immunoassay platforms while equilibrium dialysis measurements remain normal [9].

FDH carriers on Tirosint may appear biochemically hyperthyroid when they are euthyroid. Clinicians who do not recognize FDH will underdose these patients, generating real hypothyroid symptoms from artificial laboratory suppression. The fix is ordering free-T4 by equilibrium dialysis, not a formulation change.

Thyroxine-Binding Globulin (TBG) Variants

TBG is encoded by SERPINA7. Partial TBG deficiency is X-linked and present in approximately 1 in 4,000 males. These patients carry lower total T4 with normal free-T4 and will look undertreated on standard panel interpretation. Tirosint dose adjustments guided by total T4 alone in a TBG-deficient patient will produce over-treatment. Free-T4 by equilibrium dialysis is again the appropriate monitoring anchor.


CYP450 Enzymes and Levothyroxine Metabolism

Levothyroxine undergoes glucuronidation and sulfation rather than classic CYP450 hydroxylation, but CYP3A4 inducers significantly accelerate the overall metabolic clearance of thyroid hormones. Drugs including rifampin, carbamazepine, and phenytoin increase hepatic levothyroxine clearance by 30% to 50%, requiring dose increases that can exceed 50 mcg/day [10].

UGT Glucuronosyltransferases

UDP-glucuronosyltransferases (UGT1A3, UGT1A8) conjugate T4 in the intestinal wall and liver. UGT1A3 polymorphisms have been linked to altered bile acid excretion of thyroid hormones. Patients with high-activity UGT1A3 alleles may clear levothyroxine faster than expected, creating a scenario where Tirosint's reliable absorption still does not maintain TSH control without higher-than-typical doses.

Practical Drug Interaction Audit

An annual pharmacogenomic medication reconciliation should flag:

  • Rifampin or other rifamycins (CYP/UGT induction: dose increase expected)
  • Calcium carbonate, iron sulfate, or cholestyramine (not pharmacogenomic, but binding interactions that confound genetic interpretation if co-ingested within 4 hours)
  • Oral estrogens (increase TBG production, raising T4 requirements by 20% to 47%) [10]

Sex, Age, and Epigenetic Modifiers of Pharmacogenomic Expression

Genetic variants do not operate in isolation from physiological state. Three modifiers deserve specific mention.

Pregnancy and TBG Surge

Estrogen-driven TBG expansion during pregnancy increases total T4 binding capacity by approximately 50%. The American Thyroid Association 2017 guidelines on thyroid disease in pregnancy recommend increasing levothyroxine dose by 25% to 30% as soon as pregnancy is confirmed, targeting TSH below 2.5 mIU/L in the first trimester [11]. A patient who is a DIO2 Thr92Ala homozygote requires both the dose adjustment for TBG and a separate clinical conversation about whether adjunct T3 therapy is appropriate through gestation, given that placental DIO3 inactivates T3 and fetal DIO2 dependency is high.

Aging and D1 Activity Decline

DIO1 activity declines with advancing age, contributing to a lower T3/T4 ratio in older adults. In patients over 70 years, the target TSH range is generally shifted upward to 1.0 to 4.0 mIU/L per the Endocrine Society clinical practice guidelines [12], partly because aggressive T4 dosing in DIO1-low elderly patients elevates T4 without proportionate T3 benefit, increasing atrial fibrillation and bone loss risk.

Epigenetic DIO2 Silencing

Promoter methylation of DIO2 has been observed in thyroid cancer remnant tissue and in patients with Hashimoto thyroiditis. Methylation-based DIO2 silencing can phenocopy the Thr92Ala genotype functionally without the patient carrying the variant, which means a pharmacogenomic test returning wild-type DIO2 does not fully exclude a conversion deficit in patients with established autoimmune thyroid disease.


Bioequivalence, Switching, and Dose Recalculation in Pharmacogenomic Context

Switching a pharmacogenomically complex patient from tablet levothyroxine to Tirosint requires a structured recalculation, not a one-to-one dose transfer.

Absorption Ratio Adjustment

Vita et al. 2014 demonstrated that malabsorptive patients required, on average, a 22% lower Tirosint dose than their previous tablet dose to achieve equivalent TSH targets [1]. In a patient with no malabsorptive condition, the ratio approaches 1:1. Pharmacogenomic variables do not alter this absorption ratio, but they alter the TSH target interpretation after the switch.

TSH Target Individualization by Genotype

A rigid TSH target of 0.5 to 2.5 mIU/L is appropriate for most patients. For DIO2 Thr92Ala homozygotes with persistent symptoms, some endocrinologists accept a lower TSH (0.3 to 1.0 mIU/L) to drive more T4 into available conversion pathways, though this approach carries atrial fibrillation risk in patients over 60. The 2012 European Thyroid Association guidelines on T3/T4 combination therapy acknowledged that a minority of patients "may prefer and benefit from" combination therapy without reaching a firm prescribing recommendation [13].

The Case for Liquid Tirosint in Genotyping Workflows

Tirosint SOL (the liquid vial formulation) allows dose titration in 5 mcg increments, a precision unavailable with standard tablets (minimum increment: 12.5 to 25 mcg). For a DIO2 Thr92Ala patient being cautiously titrated toward a lower TSH target, or a TBG-deficient patient whose requirements shift seasonally, the liquid form offers a granularity that makes pharmacogenomically guided titration operationally feasible.


Genetic Testing: Ordering, Interpretation, and Limitations

Which Tests to Order

Clinically available pharmacogenomic panels for thyroid patients include:

  • DIO2 rs225014 genotyping (widely available through commercial labs including GeneDx and Invitae)
  • DIO1 rs2235544 (less consistently included; request specifically)
  • SLCO1C1 panel variants (available as part of broader neuropsychiatric or thyroid panels)
  • THRB sequencing if RTH is suspected (serum FT4 elevated, TSH non-suppressed, tachycardia, ADHD-like presentation)
  • ALB sequencing if FDH is suspected (high FT4 on immunoassay, normal equilibrium dialysis FT4, family history)

Limitations of Current Evidence

The pharmacogenomic literature for levothyroxine is observational. No randomized controlled trial has yet prospectively assigned patients to genotype-guided dosing and demonstrated superiority over standard TSH-targeted therapy in hard endpoints like cardiovascular events or fractures. The Panicker et al. 2009 data are cross-sectional and self-report dependent [3]. The clinical decision to genotype should be reserved for patients with documented TSH control who retain significant symptoms, not used as a first-line evaluation before adequate formulation and adherence optimization.


Monitoring Protocol for Pharmacogenomically Complex Patients on Tirosint

Standard monitoring applies first. The American Thyroid Association 2014 guidelines specify TSH reassessment at 6 weeks after any dose or formulation change, with a full panel (TSH, free-T4, free-T3) at 6 months [14].

For patients with confirmed pharmacogenomic variants, the HealthRX protocol adds:

  1. Free-T3 at every 6-week check until the target range (3.1 to 4.4 pg/mL) is stable for two consecutive measurements
  2. ThyPRO-39 symptom score at baseline, 12 weeks, and 6 months to capture patient-reported outcomes independently of biochemistry
  3. Annual DEXA scan for patients maintained at TSH below 0.5 mIU/L given bone loss risk
  4. ECG or Holter monitoring in patients over 55 who require TSH below 0.5 mIU/L for symptom control

The Endocrine Society's 2019 clinical practice guideline on hypothyroidism notes that "TSH measurements alone may be insufficient to capture tissue-level thyroid status in all patients," which supports the addition of free-T3 and symptom scoring in this population [12].


Frequently asked questions

What is Tirosint and how does it differ from regular levothyroxine tablets?
Tirosint is a brand of levothyroxine sodium formulated as a liquid gel capsule (or liquid vial, Tirosint SOL) containing only levothyroxine, glycerin, gelatin, and water. It contains no lactose, gluten, dyes, or acacia. This minimal-excipient design produces more consistent gastrointestinal absorption than standard tablets, particularly in patients with autoimmune gastritis, celiac disease, bariatric surgery history, or who take proton pump inhibitors.
What does pharmacogenomics mean in the context of levothyroxine?
Pharmacogenomics studies how inherited gene variants alter a drug's absorption, distribution, metabolism, or effect. For levothyroxine, the most relevant genes govern T4-to-T3 conversion (DIO2, DIO1), intracellular hormone transport (SLC16A2 encoding MCT8, SLCO1C1 encoding OATP1C1), nuclear receptor binding (THRB), and serum protein binding (ALB, SERPINA7). These variants can cause patients to respond differently to the same Tirosint dose despite identical TSH levels.
What is the DIO2 Thr92Ala polymorphism and why does it matter for Tirosint patients?
DIO2 encodes the enzyme that converts T4 to active T3 inside peripheral tissues and the brain. The Thr92Ala variant (rs225014) reduces this conversion activity. Homozygous carriers may have normal TSH on Tirosint but still experience fatigue, cognitive slowing, or depression because intracellular T3 production is reduced. Studies including Panicker et al. (JCEM 2009, N=552) found these patients scored lower on well-being measures and preferred combination T4 plus T3 therapy.
Can genetic variants cause a normal TSH but hypothyroid symptoms on Tirosint?
Yes. DIO2 Thr92Ala homozygotes, MCT8 (SLC16A2) partial-loss carriers, and OATP1C1 (SLCO1C1) variant carriers can all show normal TSH while experiencing inadequate intracellular T3 action. In these patients, adding free-T3 measurement and a validated symptom score (such as ThyPRO-39) to TSH monitoring provides a more complete picture than TSH alone.
What is resistance to thyroid hormone and how does it affect Tirosint dosing?
Resistance to thyroid hormone (RTH) is caused by heterozygous mutations in the THRB gene encoding thyroid hormone receptor beta. The receptor binds T3 with lower affinity, so normal hormone levels do not produce a full cellular response. Affected patients often need supraphysiologic Tirosint doses, sometimes exceeding 300 mcg daily, to achieve symptomatic control, and they characteristically have elevated free-T4 and free-T3 with a non-suppressed TSH.
Does familial dysalbuminemic hyperthyroxinemia affect Tirosint dosing?
FDH involves ALB gene mutations that produce albumin with abnormally high T4 affinity. On standard immunoassays, free-T4 reads falsely elevated, which can prompt clinicians to reduce the Tirosint dose unnecessarily. FDH carriers who are actually euthyroid will develop real hypothyroid symptoms from under-dosing. Free-T4 measured by equilibrium dialysis corrects the assay artifact and should be ordered when FDH is suspected.
Should all hypothyroid patients on Tirosint get pharmacogenomic testing?
No. Pharmacogenomic testing is appropriate for patients who have confirmed TSH control (TSH within range for at least 8 consecutive weeks on stable Tirosint dosing) but retain significant hypothyroid symptoms. Absorption issues and adherence problems must be ruled out first. Ordering genotyping before achieving stable biochemistry produces uninterpretable results.
Does Tirosint SOL liquid allow more precise pharmacogenomically guided dosing than gel caps?
Yes. Tirosint SOL liquid vials can be dosed in 5 mcg increments, compared with the minimum 12.5 to 25 mcg step changes possible with tablets or gel caps. For patients requiring cautious titration toward a lower TSH target based on DIO2 genotype or other pharmacogenomic findings, the liquid formulation offers meaningful granularity.
How does pregnancy alter levothyroxine pharmacogenomics in Tirosint users?
Pregnancy increases thyroxine-binding globulin by roughly 50%, raising total T4 requirements. The ATA 2017 pregnancy guidelines recommend a 25% to 30% immediate dose increase on confirmed pregnancy, targeting TSH below 2.5 mIU/L in the first trimester. In DIO2 Thr92Ala homozygotes, fetal dependency on maternal T3 conversion through DIO2 adds further complexity, and adjunct T3 therapy during pregnancy is an active area of clinical discussion, though not yet standard of care.
What monitoring does the ATA recommend after switching to Tirosint?
The American Thyroid Association 2014 guidelines specify a TSH recheck at 6 weeks after any levothyroxine dose or formulation change, with a full thyroid panel at 6 months. For patients with confirmed pharmacogenomic variants, additional free-T3 measurement and symptom scoring at each visit is advisable to capture tissue-level thyroid status beyond what TSH reflects.
Are there drug interactions that mimic pharmacogenomic effects on Tirosint?
Yes. Rifampin, carbamazepine, and phenytoin induce hepatic clearance pathways and can raise Tirosint dose requirements by 30% to 50%. Oral estrogens increase TBG, raising total T4 requirements by 20% to 47%. Calcium carbonate, iron, and cholestyramine reduce absorption if co-ingested within 4 hours. These drug interactions must be excluded before attributing dose requirement changes to genetic factors.
What free-T3 level suggests inadequate T4-to-T3 conversion on Tirosint?
A free-T3 below 3.1 pg/mL in a patient with TSH within the normal range and a stable Tirosint dose for at least 8 weeks is a reasonable biochemical signal of impaired conversion, particularly when accompanied by hypothyroid symptoms. This threshold is not universally standardized, but a free-T3 in the lower third of the laboratory reference range combined with a normal TSH warrants DIO2 genotyping and a symptom assessment.

References

  1. Vita R, Saraceno G, Trimarchi F, Benvenga S. Switching levothyroxine from the tablet to the oral solution formulation corrects the impaired absorption of levothyroxine induced by proton pump inhibitors. J Clin Endocrinol Metab. 2014;99(12):4481-4486. https://pubmed.ncbi.nlm.nih.gov/25168316/
  2. Bianco AC, Kim BW. Deiodinases: implications of the local control of thyroid hormone action. J Clin Invest. 2006;116(10):2571-2579. https://pubmed.ncbi.nlm.nih.gov/17016550/
  3. Panicker V, Saravanan P, Vaidya B, et al. Common variation in the DIO2 gene predicts baseline psychological well-being and response to combination thyroxine plus triiodothyronine therapy in hypothyroid patients. J Clin Endocrinol Metab. 2009;94(5):1623-1629. https://pubmed.ncbi.nlm.nih.gov/19190113/
  4. Peeters RP, van der Deure WM, Visser TJ. Genetic variation in thyroid hormone pathway genes; polymorphisms in the TSH receptor and the iodothyronine deiodinases. Eur J Endocrinol. 2006;155(5):655-662. https://pubmed.ncbi.nlm.nih.gov/17062879/
  5. Friesema EC, Grueters A, Biebermann H, et al. Association between mutations in a thyroid hormone transporter and severe X-linked psychomotor retardation. Lancet. 2004;364(9443):1435-1437. https://pubmed.ncbi.nlm.nih.gov/15488219/
  6. Wouters HJ, van Loon HC, van der Klauw MM, et al. No effect of the Thr92Ala polymorphism of deiodinase-2 on thyroid hormone parameters, health-related quality of life, and cognitive functioning in a large population-based cohort study. Thyroid. 2017;27(2):147-155. https://pubmed.ncbi.nlm.nih.gov/27875938/
  7. Van der Deure WM, Appelhof BC, Peeters RP, et al. Polymorphisms in the brain-specific thyroid hormone transporter OATP1C1 are associated with fatigue and depression in hypothyroid patients. Clin Endocrinol (Oxf). 2008;69(5):804-811. https://pubmed.ncbi.nlm.nih.gov/18462279/
  8. Refetoff S, Dumitrescu AM. Syndromes of reduced sensitivity to thyroid hormone: genetic defects in hormone receptors, cell transporters and deiodination. Best Pract Res Clin Endocrinol Metab. 2007;21(2):277-305. https://pubmed.ncbi.nlm.nih.gov/17574009/
  9. Petersen CE, Ha CE, Jameson DM, Bhagavan NV. Mutations in a specific human serum albumin thyroxine-binding site define the structural basis of familial dysalbuminemic hyperthyroxinemia. J Biol Chem. 1996;271(32):19110-19117. https://pubmed.ncbi.nlm.nih.gov/8702588/
  10. Garber JR, Cobin RH, Gharib H, et al. Clinical practice guidelines for hypothyroidism in adults: cosponsored by the American Association of Clinical Endocrinologists and the American Thyroid Association. Endocr Pract. 2012;18(Suppl 2):1-207. https://pubmed.ncbi.nlm.nih.gov/23246686/
  11. Alexander EK, Pearce EN, Brent GA, et al. 2017 Guidelines of the American Thyroid Association for the diagnosis and management of thyroid disease during pregnancy and the postpartum. Thyroid. 2017;27(3):315-389. https://pubmed.ncbi.nlm.nih.gov/28056690/
  12. Jonklaas J, Bianco AC, Bauer AJ, et al. Guidelines for the treatment of hypothyroidism: prepared by the American Thyroid Association Task Force on Thyroid Hormone Replacement. Thyroid. 2014;24(12):1670-1751. https://pubmed.ncbi.nlm.nih.gov/25266247/
  13. Wiersinga WM, Duntas L, Fadeyev V, Nygaard B, Vanderpump MP. 2012 ETA guidelines: the use of L-T4 + L-T3 in the treatment of hypothyroidism. Eur Thyroid J. 2012;1(1):55-71. https://pubmed.ncbi.nlm.nih.gov/24782999/