The impact of pharmacogenetic testing in patients exposed to polypharmacy: a scoping review.

Polypharmacy poses a significant risk for adverse reactions. While there are clinical decision support tools to assist clinicians in medication management, pharmacogenetic testing to identify potential drug-gene or drug-drug-gene interactions is not widely implemented in the clinical setting. A PRISMA-compliant scoping review was performed to determine if pharmacogenetic testing for absorption, distribution, metabolism, and excretion (ADME)-related genetic variants is associated with improved clinical outcomes in patients with polypharmacy. Six studies were reviewed. Five reported improved clinical outcomes, reduced side effects, reduction in the number of drugs used, or reduced healthcare utilization. The reviewed studies varied in methodological quality, risk of bias, and outcome measures. Age, diet, disease state, and treatment adherence also influence drug response, and may confound the relationship between genetic polymorphisms and treatment outcomes. Further studies using a randomized control design are needed. We conclude that pharmacogenetic testing represents an opportunity to improve health outcomes in patients exposed to polypharmacy, particularly in patients with psychiatric disorders and the elderly.

Minireview: Role of genetic changes of faciogenital dysplasia protein 1 in human disease.

The FGD1 gene encodes for a guanine exchange factor (GEF) protein that specifically activates the Rho GTPase Cdc42. For cellular migration, Cdc42 is a key molecular switch that regulates cytoskeleton restructuring, gene transcription, cellular morphology, extension, and cell adhesion. In the past decade, germline mutations in the FGD1 gene have been associated with a rare X-linked disorder known as faciogenital dysplasia (FGDY). Malformations are consistent with a loss of cellular migration during embryonic development. Insertion and deletion mutations in FGD1 result in a frameshift causing inactivation of fgd1 protein. Since Cdc42 is a key molecular switch in cytoskeletal restructuring and cell adhesion, the loss of fgd1 is postulated to attenuate Cdc42-mediated cellular migration in embryonic development. In metastatic tumors, Cdc42 modulates migration and invasiveness. Fgd1 overexpression has been found in infiltrating and poorly differentiated breast and invasive prostate tumors. Amplification at Xp11.21, the FGD1 gene locus, has been reported in several cancers. Sequencing analyses in numerous types of cancer have found missense mutations in the FGD1 gene in metastatic tumors. FGDY and cancer studies suggest that the germline and somatic changes downregulate or upregulate the FGD1 gene playing a key role in the development of diseases.

Assessing the pharmacy students' knowledge of genetic counseling with genetic variants that are associated with inherited disease.

BACKGROUND AND PURPOSE: To assess pharmacy students' understanding of the importance of genetic counseling through a didactic lecture and active in-class learning exercise in a required pharmacogenomics course. EDUCATIONAL ACTIVITY AND SETTING: During the second year, students are enrolled in a two-credit hour pharmacogenomics course which is taught by multiple faculty members from various disciplines. The pharmacy students were taught the clinical importance of genetic results and counseling patients on their individualized reports by a clinical laboratory geneticist and a clinical genetic counselor. After completion of the didactic portion of the class, students practiced genetic counseling skills through role playing with clinical cases involving genetic reports. Students' knowledge of clinical applications of pharmacogenomic data was assessed prior to and following the counseling experience. FINDINGS: A paired sample t-test was chosen to analyze the data to determine if there was a difference in mean scores upon the completion of the lecture. There was a statistically significant mean difference between the total scores for the pretest (mean (M) = 37.89, SD = 6.66) and the total scores for the posttest (M = 48.33, SD = 5.24); t(140) = 17.53, P < .001, α = 0.05. The effect size for this analysis (d = 1.74) surpassed Cohen's determination for large effect (d = 0.8). SUMMARY: The genetic counseling lecture and activity increased the students' overall awareness of the importance of how sensitive genetic information is reported and delivered to patients.

Defining the role of pharmacists in medication-related genetic counseling.

There is little question that precision medicine will eventually be the standard of care in treatment with algorithms designed for therapy selection and is already being used in some specialties such as cystic fibrosis and multiple cancer treatments. Genetic counselors are the heart of the treatment team in relation to counseling regarding genetic risk factors and disease states. A framework for treatment within the interdisciplinary team with more defined roles and areas of specialty will need to be in place as this practice approach expands with new data and treatments. Pharmacists are poised to be of great assistance in this matrix as many of these roles are merely an extension of current tasks and responsibilities of pharmacy practice.

Expanding Pharmacist and Student Pharmacist Access to Genetics/Genomics/Pharmacogenomics Competency Education.

BACKGROUND: As pharmacogenomics (PGx), a component of genetics/genomics and precision medicine, gains traction in the clinical setting, education of health care providers and health professions students must be made broadly available to improve accessibility of such services to patients. As medication experts with education in pharmacology, pharmacokinetics, and pharmacodynamics, pharmacists must further their education to include pharmacogenomics. Currently, few opportunities exist to gain this type of education, and therefore, these services are not yet broadly available to the public. OBJECTIVE: The specific goal of this study was to evaluate pharmacists' and student pharmacists' self-assessed perception of competence related to genetics, genomics, and pharmacogenomics as presented via an online "pharmacogenomics certification program" (PGx program). DESIGN: The PGx program was delivered online with the content consisting of 3 background lessons and 8 specific drug-gene lessons presented in the context of pharmacist competency statements. In addition, 11 "video modules" with competency-related PGx content were included to provide a comprehensive program. A pre- and post-course survey instrument was used to evaluate the participants' self-assessed perception of competence related to each of 16 statements. RESULTS: One hundred thirty-seven (137) individuals enrolled in and completed the pharmacogenomics certification program. Overall, participants reported self-perceived improved competency as evidenced by the pre-course survey as compared with the post-course survey for each of the 16 competency statements related to genetics/genomics, including pharmacogenomics. Similar results were observed for the subgroups of student pharmacists (n = 63) and pharmacists (n = 74). FUTURE DIRECTION: This study showed that dissemination of genetics/genomics/pharmacogenomics competency statements education can be accomplished via online delivery. This delivery approach can expand genetics/genomics/pharmacogenomics content dissemination. The intent is to reach a broader population of pharmacy students, pharmacists, and other health care providers and health professions students to potentially advance the availability of such services, which can improve the safety and efficacy of medication use for patients.

Association of FGD1 polymorphisms with early-onset breast cancer.

Recent cancer studies have suggested that the faciogenital dysplasia 1 (FGD1) gene may play a role in the development of tumor cells. Somatic alterations in the FGD1 gene and increased Fgd1 protein expression have been observed in many breast tumor cases. The present study sequenced the FGD1 gene in tumor DNA from 46 breast cancer patients using Ion Torrent sequencing. Three synonymous polymorphisms and one missense polymorphism were detected with next-generation sequencing; however, no somatic mutations were observed. The Thr697 variant was identified in 18 patients with an average age at diagnosis of 55 years, which was a lower average age than patients without the polymorphism. In addition, a higher frequency of Thr697 was observed in African-American patients. The Pro712 was observed in 15 breast cancer patients with an average age of 58 years, and was observed as a haplotype with the Thr697 variant in 28% of the breast cancer patients studied. The missense polymorphism (Ala226Thr) was identified in a 40-year-old female patient who had a recurrence of cancer. These polymorphisms (Ala226Thr, Thr697 and Pro712) may be associated with an earlier onset of breast cancer.

Application of genomic principles to pharmacotherapy of cancer.

OBJECTIVES: To teach first-year (P1) pharmacy students to apply the principles of pharmacogenomics underlying clinical pharmacotherapeutics to cancer patients. DESIGN: Using polymerase chain reaction (PCR) and high-resolution melting analysis of deoxyribonucleic acid (DNA) from colorectal cancer cell lines to determine the presence of somatic mutations for an oncogenic marker, students formulated the proper course of treatment for a patient with similar tumor genomics. ASSESSMENT: In a postintervention survey, students highly rated the effectiveness of the laboratory session for learning pharmacogenomics, and subsequent examination scores reflected retention of principles and understanding of clinical application. CONCLUSION: The pharmacogenomic laboratory exercise prepared students to understand how genetic markers give clinical insight into the appropriate application of drugs in oncology pharmacotherapy. Further, the session inspired their interest in learning more about pharmacogenomics and their professional roles in personalized medicine.

Somatic mutations, allele loss, and DNA methylation of the Cub and Sushi Multiple Domains 1 (CSMD1) gene reveals association with early age of diagnosis in colorectal cancer patients.

BACKGROUND: The Cub and Sushi Multiple Domains 1 (CSMD1) gene, located on the short arm of chromosome 8, codes for a type I transmembrane protein whose function is currently unknown. CSMD1 expression is frequently lost in many epithelial cancers. Our goal was to characterize the relationships between CSMD1 somatic mutations, allele imbalance, DNA methylation, and the clinical characteristics in colorectal cancer patients. METHODS: We sequenced the CSMD1 coding regions in 54 colorectal tumors using the 454FLX pyrosequencing platform to interrogate 72 amplicons covering the entire coding sequence. We used heterozygous SNP allele ratios at multiple CSMD1 loci to determine allelic balance and infer loss of heterozygosity. Finally, we performed methylation-specific PCR on 76 colorectal tumors to determine DNA methylation status for CSMD1 and known methylation targets ALX4, RUNX3, NEUROG1, and CDKN2A. RESULTS: Using 454FLX sequencing and confirming with Sanger sequencing, 16 CSMD1 somatic mutations were identified in 6 of the 54 colorectal tumors (11%). The nonsynonymous to synonymous mutation ratio of the 16 somatic mutations was 15:1, a ratio significantly higher than the expected 2:1 ratio (p = 0.014). This ratio indicates a presence of positive selection for mutations in the CSMD1 protein sequence. CSMD1 allelic imbalance was present in 19 of 37 informative cases (56%). Patients with allelic imbalance and CSMD1 mutations were significantly younger (average age, 41 years) than those without somatic mutations (average age, 68 years). The majority of tumors were methylated at one or more CpG loci within the CSMD1 coding sequence, and CSMD1 methylation significantly correlated with two known methylation targets ALX4 and RUNX3. C:G>T:A substitutions were significantly overrepresented (47%), suggesting extensive cytosine methylation predisposing to somatic mutations. CONCLUSIONS: Deep amplicon sequencing and methylation-specific PCR reveal that CSMD1 alterations can correlate with earlier clinical presentation in colorectal tumors, thus further implicating CSMD1 as a tumor suppressor gene.

A gene expression classifier of node-positive colorectal cancer.

We used digital long serial analysis of gene expression to discover gene expression differences between node-negative and node-positive colorectal tumors and developed a multigene classifier able to discriminate between these two tumor types. We prepared and sequenced long serial analysis of gene expression libraries from one node-negative and one node-positive colorectal tumor, sequenced to a depth of 26,060 unique tags, and identified 262 tags significantly differentially expressed between these two tumors (P < 2 x 10(-6)). We confirmed the tag-to-gene assignments and differential expression of 31 genes by quantitative real-time polymerase chain reaction, 12 of which were elevated in the node-positive tumor. We analyzed the expression levels of these 12 upregulated genes in a validation panel of 23 additional tumors and developed an optimized seven-gene logistic regression classifier. The classifier discriminated between node-negative and node-positive tumors with 86% sensitivity and 80% specificity. Receiver operating characteristic analysis of the classifier revealed an area under the curve of 0.86. Experimental manipulation of the function of one classification gene, Fibronectin, caused profound effects on invasion and migration of colorectal cancer cells in vitro. These results suggest that the development of node-positive colorectal cancer occurs in part through elevated epithelial FN1 expression and suggest novel strategies for the diagnosis and treatment of advanced disease.