Heritable Risk and Protective Genetic Components of Glaucoma Medication Non-Adherence
Glaucoma is the leading cause of irreversible blindness, affecting 76 million globally. It is characterized by irreversible damage to the optic nerve. Pharmacotherapy manages intraocular pressure (IOP) and slows disease progression. However, non-adherence to glaucoma medications remains problematic,...
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Veröffentlicht in: | International journal of molecular sciences 2023-03, Vol.24 (6), p.5636 |
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Sprache: | eng |
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Zusammenfassung: | Glaucoma is the leading cause of irreversible blindness, affecting 76 million globally. It is characterized by irreversible damage to the optic nerve. Pharmacotherapy manages intraocular pressure (IOP) and slows disease progression. However, non-adherence to glaucoma medications remains problematic, with 41-71% of patients being non-adherent to their prescribed medication. Despite substantial investment in research, clinical effort, and patient education protocols, non-adherence remains high. Therefore, we aimed to determine if there is a substantive genetic component behind patients' glaucoma medication non-adherence. We assessed glaucoma medication non-adherence with prescription refill data from the Marshfield Clinic Healthcare System's pharmacy dispensing database. Two standard measures were calculated: the medication possession ratio (MPR) and the proportion of days covered (PDC). Non-adherence on each metric was defined as less than 80% medication coverage over 12 months. Genotyping was done using the Illumina HumanCoreExome BeadChip in addition to exome sequencing on the 230 patients (1) to calculate the heritability of glaucoma medication non-adherence and (2) to identify SNPs and/or coding variants in genes associated with medication non-adherence. Ingenuity pathway analysis (IPA) was utilized to derive biological meaning from any significant genes in aggregate. Over 12 months, 59% of patients were found to be non-adherent as measured by the MPR80, and 67% were non-adherent as measured by the PDC80. Genome-wide complex trait analysis (GCTA) suggested that 57% (MPR80) and 48% (PDC80) of glaucoma medication non-adherence could be attributed to a genetic component. Missense mutations in
,
,
,
,
,
,
,
, and
were all found to be significantly associated with glaucoma medication non-adherence by whole exome sequencing after Bonferroni correction (
< 10
) (PDC80). While missense mutations in
,
,
, and
were found to be significantly associated with medication non-adherence by whole exome sequencing after Bonferroni correction (
< 10
) (MPR80). The same coding SNP in
which functions in Alzheimer's disease pathophysiology was significant by both measures and increased risk for glaucoma medication non-adherence by three-fold (95% CI, 1.62-5.8). Although our study was underpowered for genome-wide significance, SNP rs6474264 within ZMAT4 (
5.54 × 10
) was found to be nominally significant, with a decreased risk for glaucoma medication non-adherence (OR, 0.22; |
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ISSN: | 1422-0067 1661-6596 1422-0067 |
DOI: | 10.3390/ijms24065636 |