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1.
Front Pharmacol ; 14: 1195778, 2023.
Article in English | MEDLINE | ID: mdl-37426826

ABSTRACT

Complex regions in the human genome such as repeat motifs, pseudogenes and structural (SVs) and copy number variations (CNVs) present ongoing challenges to accurate genetic analysis, particularly for short-read Next-Generation-Sequencing (NGS) technologies. One such region is the highly polymorphic CYP2D loci, containing CYP2D6, a clinically relevant pharmacogene contributing to the metabolism of >20% of common drugs, and two highly similar pseudogenes, CYP2D7 and CYP2D8. Multiple complex SVs, including CYP2D6/CYP2D7-derived hybrid genes are known to occur in different configurations and frequencies across populations and are difficult to detect and characterize accurately. This can lead to incorrect enzyme activity assignment and impact drug dosing recommendations, often disproportionally affecting underrepresented populations. To improve CYP2D6 genotyping accuracy, we developed a PCR-free CRISPR-Cas9 based enrichment method for targeted long-read sequencing that fully characterizes the entire CYP2D6-CYP2D7-CYP2D8 loci. Clinically relevant sample types, including blood, saliva, and liver tissue were sequenced, generating high coverage sets of continuous single molecule reads spanning the entire targeted region of up to 52 kb, regardless of SV present (n = 9). This allowed for fully phased dissection of the entire loci structure, including breakpoints, to accurately resolve complex CYP2D6 diplotypes with a single assay. Additionally, we identified three novel CYP2D6 suballeles, and fully characterized 17 CYP2D7 and 18 CYP2D8 unique haplotypes. This method for CYP2D6 genotyping has the potential to significantly improve accurate clinical phenotyping to inform drug therapy and can be adapted to overcome testing limitations of other clinically challenging genomic regions.

2.
J Pers Med ; 12(10)2022 Sep 30.
Article in English | MEDLINE | ID: mdl-36294754

ABSTRACT

The clinical adoption and implementation of pharmacogenomics (PGx) beyond academic medical centers remains slow, restricting the general population from benefitting from this important component of personalized medicine. As an initial step in the statewide initiative of PGx implementation in Minnesota, we engaged community members and assessed attitudes towards PGx testing and acceptability of establishing a secure statewide PGx database for clinical and research use among Minnesota residents. Data was collected from 808 adult attendees at the 2021 Minnesota State Fair through an electronic survey. Eighty-four percent of respondents felt comfortable getting a PGx test for clinical care. Most respondents trusted health professionals (78.2%) and researchers (73.0%) to keep their PGx data private. The majority expressed their support and interest in participating in a statewide PGx database for clinical and research use (64-72%). Higher acceptability of the statewide PGx database was associated with younger age, higher education, higher health literacy, having health insurance, and prior genetic testing. The study sample representing Minnesota residents expressed high acceptability of receiving PGx testing and willingness to participate in PGx data sharing for clinical and research use. Community support and engagement are needed to advance PGx implementation and research on the state scale.

3.
Am J Health Syst Pharm ; 79(19): 1634-1644, 2022 09 22.
Article in English | MEDLINE | ID: mdl-35876085

ABSTRACT

PURPOSE: This article explores approaches to pharmacogenomic counseling for patients who have undergone multigene panel testing by describing the collective experience of 5 institutions. SUMMARY: Multigene panel pharmacogenomic testing has the potential to unlock a myriad of information about a patient's past, present, and future drug response. The multifaceted nature of drug response coupled with the complexity of genetic results necessitates some form of patient education through pharmacogenomic counseling. Published literature regarding disclosure of pharmacogenomic test results is limited. This article compares the counseling practices of pharmacists from 5 different institutions with pharmacogenomics clinics whose experience represents perspectives ranging from academia to community clinical environments. Overarching counseling themes discussed during result disclosure center around (1) pharmacogenomic results, (2) gene-drug interactions, (3) gene-drug-drug interactions, (4) drug changes (5) future, familial, or disease-risk implications, (6) updates in the interpretation and application of pharmacogenomic results, (7) gauging patient comprehension, and (8) sharing results and supplemental information. CONCLUSION: Dedicating time to counseling patients on the results of a multigene pharmacogenomic panel is important given the lifelong applications of a test that is generally performed only once. The content and methods of disclosing test results shared by the experiences of pharmacists at 5 different institutions serve as guide to be further refined as research addresses effective communication strategies that enhance patient comprehension of pharmacogenomic results.


Subject(s)
Pharmacogenetics , Pharmacogenomic Testing , Drug Interactions , Humans , Pharmacists
4.
Pharmacogenomics ; 23(4): 247-253, 2022 03.
Article in English | MEDLINE | ID: mdl-35083916

ABSTRACT

Aim: Sertraline is a CYP2C19 substrate commonly prescribed to children with anxiety. Materials & methods: This medical record review examined dosing trends and treatment discontinuation in children prescribed sertraline with documented CYP2C19 genotypes. Variables collected included age, weight, diagnosis, concomitant medications, initial sertraline dose, dose changes and CYP2C19 genotypes. Results: A total of 90 individuals (average age: 10.5 years; 40% female) were included. Nearly 80% were prescribed sertraline for anxiety. Initial weight-adjusted doses were similar, but mean weight-adjusted doses of sertraline were 65% higher in increased metabolizers (1.5 mg/kg/day) compared with normal metabolizers (0.91 mg/kg/day; p = 0.067) at the second dose change. Conclusion: While all children started at a similar sertraline dose, different trends in prescribed doses were observed across CYP2C19 genotypes at subsequent dose changes.


Subject(s)
Sertraline , Adolescent , Child , Cytochrome P-450 CYP2C19/genetics , Female , Genotype , Humans , Male , Sertraline/therapeutic use
5.
Curr Opin Pediatr ; 33(6): 564-569, 2021 12 01.
Article in English | MEDLINE | ID: mdl-34561358

ABSTRACT

PURPOSE OF REVIEW: Pharmacogenomic insights provide an opportunity to optimize medication dosing regimens and patient outcomes. However, the potential for interindividual genomic variability to guide medication dosing and toxicity monitoring is not yet standard of care. In this review, we present advances for the thiopurines, anthracyclines and vincristine and provide perspectives on the actionability of pharmacogenomic guidance in the future. RECENT FINDINGS: The current guideline on thiopurines recommends that those with normal predicted thiopurine methyltransferase and NUDT15 expression receive standard-of-care dosing, while 'poor metabolizer' haplotypes receive a decreased 6-mercaptopurine starting dose to avoid bone marrow toxicity. Emerging evidence established significant polygenic contributions that predispose to anthracycline-induced cardiotoxicity and suggest this knowledge be used to identify those at higher risk of complications. In the case of vincristine, children who express CYP3A5 have a significantly reduced risk of peripheral neuropathy compared with those expressing an inactive form or the CYP3A4 isoform. SUMMARY: The need for adequately powered pediatric clinical trials, coupled with the study of epigenetic mechanisms and their influence on phenotypic variation and the integration of precision survivorship into precision approaches are featured as important areas for focused investments in the future.


Subject(s)
Neoplasms , Pharmacogenetics , Cardiotoxicity , Child , Humans , Medical Oncology , Mercaptopurine , Neoplasms/drug therapy , Neoplasms/genetics
6.
Pharmacogenomics ; 22(11): 681-691, 2021 07.
Article in English | MEDLINE | ID: mdl-34137665

ABSTRACT

Several healthcare organizations across Minnesota have developed formal pharmacogenomic (PGx) clinical programs to increase drug safety and effectiveness. Healthcare professional and student education is strong and there are multiple opportunities in the state for learners to gain workforce skills and develop advanced competency in PGx. Implementation planning is occurring at several organizations and others have incorporated structured utilization of PGx into routine workflows. Laboratory-based and translational PGx research in Minnesota has driven important discoveries in several therapeutic areas. This article reviews the state of PGx activities in Minnesota including educational programs, research, national consortia involvement, technology, clinical implementation and utilization and reimbursement, and outlines the challenges and opportunities in equitable implementation of these advances.


Subject(s)
Biomedical Research/education , Education, Pharmacy, Graduate , Health Personnel/education , Pharmacogenetics/education , Pharmacogenomic Testing , Biomedical Research/trends , Education, Pharmacy, Graduate/trends , Health Personnel/trends , Humans , Minnesota , Pharmacogenetics/trends , Pharmacogenomic Testing/trends
7.
Pharmacogenomics ; 22(3): 165-176, 2021 02.
Article in English | MEDLINE | ID: mdl-33461326

ABSTRACT

The accessibility of pharmacogenomic (PGx) testing has grown substantially over the last decade and with it has arisen a demand for patients to be counseled on the use of these tests. While guidelines exist for the use of PGx results; objective determinants for who should receive PGx testing remain incomplete. PGx clinical services have been created to meet these screening and education needs and significant variability exists between these programs. This article describes the practices of four PGx clinics during pretest counseling sessions. A description of the major tenets of the benefits, limitations and risks of testing are compiled. Additional tools are provided to serve as a foundation for those wishing to begin or expand their own counseling service.


Subject(s)
Clinical Decision-Making/methods , Genetic Counseling/methods , Patient Education as Topic/methods , Pharmacogenomic Testing/methods , Precision Medicine/methods , Genetic Counseling/standards , Humans , Patient Education as Topic/standards , Pharmacogenomic Testing/standards , Precision Medicine/standards
8.
Pharmacogenomics J ; 21(1): 8-19, 2021 02.
Article in English | MEDLINE | ID: mdl-32843689

ABSTRACT

The advent of digital, electronic, and molecular technologies has allowed the study of complete genomes. Integrating this information into drug development has opened the door for pharmacogenomic (PGx) interventions in direct patient care. PGx allows clinicians to better identify drug of choice and optimize dosing regimens based on an individual's genetic characteristics. Integrating PGx into pediatric care is a priority for the Sanford Children's Genomic Medicine Consortium, a partnership of ten children's hospitals across the US committed to the innovation and advancement of genomics in pediatric care. In this white paper, we review the current state of PGx research and its clinical utility in pediatrics, a largely understudied population, and make recommendations for advancing cutting-edge practice in pediatrics.


Subject(s)
Genomics/trends , Pediatrics/trends , Pharmacogenetics/trends , Precision Medicine/trends , Child , Humans
9.
Article in English | MEDLINE | ID: mdl-29866879

ABSTRACT

Pneumocystis jirovecii pneumonia is a life-threatening opportunistic infection in children receiving immunosuppressive chemotherapy. Without prophylaxis, up to 25% of pediatric oncology patients receiving chemotherapy will develop Pneumocystis jirovecii pneumonia. Trimethoprim-sulfamethoxazole is the preferred agent for prophylaxis against Pneumocystis jirovecii pneumonia. Pentamidine may be an acceptable alternative for pediatric patients unable to tolerate trimethoprim-sulfamethoxazole. A retrospective review was conducted of pediatric oncology patients who received ≥1 dose of pentamidine for Pneumocystis jirovecii pneumonia prophylaxis between January 2007 and August 2014. Electronic medical records were reviewed to determine the incidence of breakthrough Pneumocystis jirovecii pneumonia or discontinuation of pentamidine associated with adverse events. A total of 754 patients received pentamidine prophylaxis during the period. There were no cases of probable or proven Pneumocystis pneumonia, and 4 cases (0.5%) of possible Pneumocystis pneumonia. The incidence of possible breakthrough Pneumocystis pneumonia was not significantly different between subgroups based on age (<12 months [1.7%] versus ≥12 months [0.4%], P = 0.3), route of administration (aerosolized [0%] versus intravenous [1.0%], P = 0.2), or hematopoietic stem cell transplant status (transplant [0.4%] versus no transplant [0.8%], P = 0.6). Pentamidine was discontinued due to an adverse drug event in 23 children (3.1%), more frequently for aerosolized than for intravenous administration (7.6% versus 2.2%, respectively, P = 0.004). Intravenous or inhaled pentamidine may be a safe and effective second-line alternative for prophylaxis against Pneumocystis jirovecii pneumonia in children with cancer receiving immunosuppressive chemotherapy or hematopoietic stem cell transplantation.


Subject(s)
Antifungal Agents/administration & dosage , Hematologic Neoplasms/immunology , Immunocompromised Host , Immunosuppressive Agents/adverse effects , Nervous System Neoplasms/immunology , Pentamidine/administration & dosage , Pneumonia, Pneumocystis/prevention & control , Administration, Intravenous , Aerosols , Antifungal Agents/adverse effects , Child, Preschool , Female , Hematologic Neoplasms/drug therapy , Hematologic Neoplasms/pathology , Hematopoietic Stem Cell Transplantation , Humans , Immunosuppressive Agents/administration & dosage , Infant , Infant, Newborn , Male , Nervous System Neoplasms/drug therapy , Nervous System Neoplasms/pathology , Pentamidine/adverse effects , Pneumocystis carinii/drug effects , Pneumocystis carinii/growth & development , Pneumonia, Pneumocystis/microbiology , Retrospective Studies , Trimethoprim, Sulfamethoxazole Drug Combination/administration & dosage
10.
J Pediatr Pharmacol Ther ; 23(6): 499-501, 2018.
Article in English | MEDLINE | ID: mdl-30697138

ABSTRACT

With the initiatives by the National Institutes of Health and the US Food and Drug Administration, pharmacogenomics is transitioning from the laboratory to patient care. Nearly 200 drug products now contain pharmacogenomic information as part of their labeling; many of these products are commonly used in the pediatric population. Because pharmacogenomic testing can provide patient-specific predictors for drug response, pharmacists are positioned to assume a leadership role in pharmacogenomic testing, clinical interpretation of results, and recommendations for individualization of drug therapy. Opportunities for pharmacists exist in both inpatient and outpatient settings, such as pharmacist-managed clinical pharmacogenomics consultation services and educating patients and families about pharmacogenomic testing. Given the potential for genetic and age-dependent factors to influence drug selection and dosing, pediatric pharmacists should be involved in the development of dosing recommendations and interprofessional practice guidelines regarding pharmacogenomic testing in pediatric patients. Opportunities to become knowledgeable and competent in pharmacogenomics extend from coursework as part of the pharmacy curriculum to postgraduate education (e.g., residencies, fellowship, continuing education). The Pediatric Pharmacy Advocacy Group acknowledges a need for increased education of both students and practicing pharmacists with consideration for infants and children.

11.
Pediatr Nephrol ; 32(9): 1575-1584, 2017 09.
Article in English | MEDLINE | ID: mdl-28573537

ABSTRACT

BACKGROUND AND OBJECTIVE: Monitoring renal function is critical in treating pediatric patients, especially when dosing nephrotoxic agents. We evaluated the validity of the bedside Schwartz and Brandt equations in pediatric oncology patients and developed new equations for estimated glomerular filtration rate (eGFR) in these patients. METHODS: A retrospective analysis was conducted comparing eGFR using the bedside Schwartz and Brandt equations to measured GFR (mGFR) from technetium-99m diethylenetriamine pentaacetic acid (99mTc-DTPA) between January 2007 and August 2013. An improved equation to estimate GFR was developed, simplified, and externally validated in a cohort of patients studied from September 2013 to June 2015. Carboplatin doses calculated from 99mTc-DTPA were compared with doses calculated by GFR-estimating equations. RESULTS: Overall, the bedside Schwartz and Brandt equations did not precisely or accurately predict measured GFR (mGFR). Using a data subset, we developed a five-covariate equation, which included height, serum creatinine, age, blood urea nitrogen (BUN), and gender, and a simplified version (two-covariates), which contained height and serum creatinine. These equations were used to estimate GFR in 2036 studies, resulting in precise and accurate predictors of mGFR values. Equations were validated in an external cohort of 570 studies; both new equations were more accurate in calculating carboplatin doses than either the bedside Schwartz or Brandt equation. CONCLUSIONS: Two new equations were developed to estimate GFR in pediatric oncology patients, both of which did a better job at estimating mGFR than published equations.


Subject(s)
Antineoplastic Agents/administration & dosage , Carboplatin/administration & dosage , Kidney Function Tests/methods , Models, Biological , Neoplasms/drug therapy , Adolescent , Antineoplastic Agents/pharmacokinetics , Carboplatin/pharmacokinetics , Child , Child, Preschool , Female , Glomerular Filtration Rate , Humans , Infant , Kidney/metabolism , Kidney/physiopathology , Male , Neoplasms/physiopathology , Radiopharmaceuticals/administration & dosage , Renal Elimination , Renal Insufficiency, Chronic , Retrospective Studies , Technetium Tc 99m Pentetate/administration & dosage
12.
Eur J Cancer ; 45(1): 99-106, 2009 Jan.
Article in English | MEDLINE | ID: mdl-18996004

ABSTRACT

We prospectively evaluated tumour response and renal function in 12 newly diagnosed children with high-risk Wilms tumour receiving ifosfamide, carboplatin and etoposide (ICE) chemotherapy. Two cycles of ICE were followed by 5 weeks of vincristine, dactinomycin and doxorubicin (Adriamycin) (VDA), and nephrectomy, radiotherapy, additional VDA, and a third ICE cycle. Carboplatin dosage was based on glomerular filtration rate (GFR) to achieve targeted systemic exposure (6mg/ml min). Mean GFR (measured by technetium 99m-DTPA clearance) declined by 7% after 2 cycles of ICE and by 38% after nephrectomy; the mean carboplatin dose was reduced 32% after nephrectomy. Mean GFR remained stable after the third ICE cycle. Although urinary beta(2)-microglobulin excretion increased during therapy, no patient had clinically significant renal tubular dysfunction at the end of treatment. Treatment with ICE, nephrectomy and radiotherapy significantly reduces GFR, largely as the result of nephrectomy. Adjustment of carboplatin dosage on the basis of GFR and careful monitoring of renal function may alleviate nephrotoxicity.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Kidney Neoplasms/drug therapy , Wilms Tumor/drug therapy , Carboplatin/administration & dosage , Child , Child, Preschool , Combined Modality Therapy , Dactinomycin/administration & dosage , Doxorubicin/administration & dosage , Drug Administration Schedule , Etoposide/administration & dosage , Female , Glomerular Filtration Rate/drug effects , Humans , Ifosfamide/administration & dosage , Infant , Kidney Neoplasms/radiotherapy , Kidney Neoplasms/surgery , Kidney Tubules/drug effects , Kidney Tubules/physiopathology , Linear Models , Male , Nephrectomy , Prospective Studies , Treatment Outcome , Vincristine/administration & dosage , Wilms Tumor/radiotherapy , Wilms Tumor/surgery , beta 2-Microglobulin/urine
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