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PRSs with traditional risk factors can enhance the accuracy of risk prediction for various cancer types . 10 This approach allows for individualised risk assessment and stratification of cancer screening programs , focusing screening efforts on individuals at highest risk . 11-13 This approach has the potential to enhance cost-effectiveness and reduce the risks associated with false positives and overdiagnosis . 14 , 15 It may also influence decisions regarding the timing of
In family testing , the PRSs of first-degree family members are correlated , although it is a more complex scenario than monogenic cases where the probability of carrying a variant can be precisely quantified and indicates the need for cascade testing among family members . 21
Pharmacogenomic testing
GPs routinely observe a broad spectrum
of patient responses to medications ,
to the first antidepressant trialled . 23 Up to half of this variation in drug response is due to genetic factors . 24 The most commonly prescribed class of antidepressants in primary care are SSRIs . 25 Differences in CYP2D6 genotype can impact response to SSRIs ; 5-10 % of Caucasians are poor metabolisers , while 1-2 % are ultra-rapid metabolisers . 26 Ultra-rapid metabolisers do not respond to SSRIs , and poor metabolisers may experience substantial side effects at
through several pathology providers but carries out-of-pocket costs in the range of $ 150- $ 200 . Only two tests are currently covered by MBS rebates , and neither is of direct relevance to GP prescribing . 23
Conclusion
The growing evidence of the clinical utility of genomic testing underscores the importance of increasing genetic literacy . PRSs offer promise in assessing the risk
Genomic testing holds great promise for assessing and managing an individual ’ s disease and treatment risks .
screening initiation , screening intervals ,
encompassing both treatment effective-
standard doses , so may need lower doses .
of chronic diseases , but clinicians must
and the choice of screening tests . Clinical
ness and potential side effects . Pharma-
A recent meta-analysis of five clinical tri-
also upskill to be able to discuss the lim-
trials are underway to compare PRS-guided
cogenomics is a field that explores how
als showed that patients with pharma-
itations and clinical implications of the
screening with conventional methods for
genetic distinctions influence these drug
cogenomic-guided dosing were 1.71 times
tests with patients . Pharmacogenomic
16 , 17 breast and colorectal cancer .
responses . The aim of pharmacogenom-
more likely to achieve symptom remission
testing is a growing area in providing per-
Limitations and implications
Navigating the evolving landscape of
ics is to shift away from a one-size-fits-all and trial-and-error approach towards one that embraces personalised medicine . 1
in major depressive disorder than those who received standard care . 27 Evidence in the primary care setting is growing . A case
sonalised medicine and holds practical relevance in various medical conditions , particularly antidepressant selection . As
genetic testing involves understanding
Notably , more than 98 % of the popu-
in point , the PRIME Care trial , included
evidence on utility grows , more tests will
the limitations and implications of PRSs .
lation is likely to carry at least one phar-
1944 patients with major depressive dis-
become available , eventually with asso-
These scores often rely on genomic data predominantly derived from European populations , which restricts their appli-
macogenomic variation with practical significance . 1 Most of these variants impact pharmacokinetics , with approx-
order and showed that pharmacogenomic tests for drug interactions resulted in a significant difference in symptom remis-
ciated MBS rebates , paving the way for their integration into mainstream general practice .
cability and predictive accuracy in other population groups . 8 However , substantial progress is rapidly being made to
imately 80 % of these genes linked to cytochrome P450 ( CYP ) enzymes . 1 This has clinical significance because indi-
sion ( 16.5 % vs 11.2 %) at 12 weeks but not at 24 weeks , in those who underwent pharmacogenomic tests versus those who
References on request from kate . kelso @ adg . com . au
increase the applicability of PRSs for all . 18
viduals who are categorised as poor or
received treatment as usual . This indi-
In Australia ’ s insurance context , private health insurance is unaffected
ultrarapid drug metabolisers may need personalised doses to achieve equiva-
cates that the value of pharmacogenomics may be finding an effective and tolerable
Online resources
by genetic test results as it is not riskrated . 19 , 20 However , life insurance policies and other types of risk-rated insurance , such as disability and income protection insurance , are subject to disclosure requirements outlined in the Insurance Contracts Act of 1984 . 19 , 20 This includes any type of genetic test result , including PRSs . However , a self-imposed moratorium , introduced by the Financial Services Council in 2019 will remain indefinitely , but this comes with specific financial limitations on the level of cover that can be applied for without disclosure
lent effectiveness or face an elevated risk of adverse drug effects . Testing patients for actionable variants ( meaning cases where a drug – gene interaction test would result in a deviation from the standardof-care drug treatment ) has been shown to reduce clinically significant adverse drug reactions . 22
While pharmacogenomics has been applied to various medication classes and medical conditions , this article focuses on the practical example of antidepressants . Antidepressants are widely used to treat various mental health conditions , how-
drug and dose more quickly than employing a trial-and-error approach . 27 A similar trial in Australian general practice is currently underway . 28
Numerous international guidelines are available to facilitate the prescription of pharmacogenomic-led treatments , with many of these resources accessible through the PharmGKB website ( pharmgkb . org ). The RACGP ’ s publication , ‘ Genomics in general practice ,’ offers valuable insights and practical examples of how pharmacogenomics can be applied to a wide range of medications . Pharma-
• RACGP guidelines — Genomics in general practice bit . ly / 3HORNdk
• NSW Government — Centre for Genetics Education bit . ly / 4bs5DA2
• Clinical Pharmacogenetics Implementation Consortium — Guidelines cpicpgx . org / guidelines
• NHS England — Genomics Education Programme bit . ly / 3HTjaTu
19 , 20 of any type of genetic testing results .
ever up to 50 % of patients do not respond
cogenomic testing is currently available