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An ever-expanding annotation of the human genome sequence continues to promise a new era of precision medicine. Advances in knowledge management and the ability to leverage genetic information to make clinically relevant, predictive, diagnostic, and targeted therapeutic choices offer the ability to improve patient outcomes and reduce the overall cost of healthcare. However, numerous barriers have resulted in a modest start to the clinical use of genetics at scale. Examples of successful deployments include oncologic disease treatment with targeted prescribing; however, even in these cases, genome-informed decision-making has yet to achieve standard of care in most major healthcare systems. In the last two decades, advances in genetic testing, therapeutic coverage, and clinical decision support have resulted in early-stage adoption of pharmacogenomics - the use of genetic information to routinely determine the safety and efficacy profile of specific medications for individuals. Here, through their complicated histories, we review the current state of pharmacogenomic testing technologies, the information tools that can unlock clinical utility, and value-driving implementation strategies that represent the future of pharmacogenomics-enabled healthcare decision-making. We conclude with real-world economic and clinical outcomes from a full-scale deployment and ultimately provide insight into potential tipping points for global adoption, including recent lessons from the rapid scale-up of high-volume test delivery during the global SARS-CoV2 epidemic.
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Rising prescription costs, poor medication adherence, and safety issues pose persistent challenges to employer-sponsored health care plans and their beneficiaries. Comprehensive medication management (CMM), a patient-centered approach to medication optimization, enriched by pharmacogenomics (PGx), has been shown to improve the efficacy and safety of pharmaceutical regimens. This has contributed to improved health care outcomes, reduced costs of treatments, better adherence, shorter durations of treatment, and fewer adverse effects from drug therapy. Despite compelling clinical and economic evidence to justify the application of CMM guided by PGx, implementation in clinical settings remains sparse; notable barriers include limited physician adoption and health insurance coverage. Ultimately, these challenges may be overcome through comprehensive programs that include clinical decision support systems and education through employer-sponsored population health management channels to the benefit of the employees, employers, health care providers, and health care systems. This article discusses benefits, considerations, and barriers of scalable PGx-enriched CMM programs in the context of self-insured employers.
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Planes de Asistencia Médica para Empleados , Farmacogenética , HumanosRESUMEN
OBJECTIVES: The aims of the study are to assess adoption of a pharmacogenomic-enriched comprehensive medication management program in a self-insured employer setting and to better understand medication risks that affect employees. METHODS: Employees were identified to be at high risk of medication mismanagement and were subsequently provided with a program and process to improve their health. DNA testing, a clinical decision support system, and pharmacists were used to identify medication safety and effectiveness issues and to recommend appropriate changes. RESULTS: A total of 10.6% of the invited employees enrolled in the program. Actionable recommendations were suggested by pharmacists for 85.8% of employees who completed the program, averaging 5.2 recommendations per person. CONCLUSIONS: Implementation of a PGx + CMM program in a self-insured employer setting is feasible, detects risks in prescription regimens, and offers opportunities to improve medication management and reduce the burden of healthcare expenses.
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Administración del Tratamiento Farmacológico , Adulto , HumanosRESUMEN
Since its founding in 2013, Coriell Life Sciences (CLS) has built technologies leveraging genetic testing to empower physicians and has invested in research that advances the field of personalized medicine. The company focuses on development, implementation and research with expertise in medication safety, pharmacogenomics, infectious diseases and healthcare analytics. CLS works with healthcare institutions, laboratories, pharmacy benefit management companies, self-insured employers and public sector entities and actively contributes to scientific and clinical consortia. This overview summarizes the CLS service architecture and delivery capabilities for medication safety and risk reporting for pharmacogenomics, comprehensive medication management and infectious diseases. It includes the development and ongoing curation of genetic and non-genetic knowledge repositories, technology infrastructure and end points and research endeavors and it reviews economic, clinical and humanistic outcomes of CLS' pharmacogenomics-enriched comprehensive management program.
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Farmacogenética , Medicina de Precisión , Pruebas Genéticas , Humanos , Atención al Paciente , Poder PsicológicoRESUMEN
The availability of clinical decision support systems (CDSS) and other methods for personalizing medicine now allows evaluation of their real-world impact on healthcare delivery. For example, addressing issues associated with polypharmacy in older patients using pharmacogenomics (PGx) and comprehensive medication management (CMM) is thought to hold great promise for meaningful improvements across the goals of the Quadruple Aim. However, few studies testing these tools at scale, using relevant system-wide metrics, and under real-world conditions, have been published to date. Here, we document a reduction of ~$7000 per patient in direct medical charges (a total of $37 million over 5288 enrollees compared to 22,357 non-enrolled) in Medicare Advantage patients (≥65 years) receiving benefits through a state retirement system over the first 32 months of a voluntary PGx-enriched CMM program. We also observe a positive shift in healthcare resource utilization (HRU) away from acute care services and toward more sustainable and cost-effective primary care options. Together with improvements in medication risk assessment, patient/provider communication via pharmacist-mediated medication action plans (MAP), and the sustained positive trends in HRU, we suggest these results validate the use of a CDSS to unify PGx and CMM to optimize care for this and similar patient populations.
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Clinical manifestations of biological aging can be remarkably similar to the side effects of frequently used medications. Fatigue, muscle pain, and confusion are common and often not shared as part of proper geriatric patient history. When patients report them, a root cause is usually confounding. These symptoms not only negatively impact health and wellness outcomes, patient quality of life, and increase costs to the healthcare system, but also may be a limitation on provider best practices. The patient, a 71-year-old female of European descent, enrolled in pharmacogenomics-enriched comprehensive medication management (PGx+CMM) program through her retirement benefit. At the time of testing, she was approximately 18 months post cerebrovascular accident and was being observed by her primary care provider for common chronic conditions. Of interest, she had been manifesting unreported clinical symptoms of fatigue, hypotension, and myalgia. Addressing these patient concerns and specifically focusing on an individual's goals, fears, and basic needs, rather than concentrating merely on the absence of disease, is the crux of personalized medicine and programs that address the notion of healthy aging. The patient's therapeutic regimen was adjusted based on PGx+CMM pharmacist review, use of a clinical decision support system (CDSS), and communication of recommendations to the prescribing physician. The patient saw rapid improvements in symptoms, suggesting they were caused by medication side effects. Her blood pressure and cholesterol levels remained controlled while noticeable side effects were eliminated. This case study demonstrates the positive impacts of personalized medicine and shows how pharmacists can be empowered with a CDSS to positively impact healthcare.
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Pharmacogenomics represents a potentially powerful enhancement to the current standard of care for psychiatric patients. However, a variety of biological and technical challenges must be addressed in order to provide adequate clinical decision support for personalized prescribing and dosing based on genomic data. This is particularly true in the case of CYP2D6, a key drug-metabolizing gene, which not only harbors multiple genetic variants known to affect enzyme function but also shows a broad range of copy-number and hybrid alleles in various patient populations. Here, we describe several challenges in the accurate measurement and interpretation of data from the CYP2D6 locus including the clinical consequences of increased copy number. We discuss best practices for overcoming these challenges and then explore various current and future applications of pharmacogenomic analysis of CYP2D6 in psychiatry.
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Vaginitis is often diagnosed by microscopy and limited to testing for bacterial vaginosis (BV), vulvovaginal candidiasis, and trichomoniasis. Approximately 10% of vaginal swabs are negative but designated "altered flora" by BV Nugent score, leaving clinicians unsure how to treat patients. Accurate and comprehensive vaginitis diagnostics are needed to direct treatment and reduce risks of recurrent or more severe infections. Vaginal swabs were collected from 93 women (mean age, 23.53 years; range, 18 to 42 years) in a cross-sectional study. Microscopy results for BV and Candida were compared to those from two molecular approaches: (i) a comprehensive quantitative PCR (qPCR) assay, including testing for aerobic vaginitis (AV), Candida, sexually transmitted infections (STI), and BV (Applied Biosystems) with an accompanying BV interpretive algorithm (Coriell Life Sciences), and (ii) microbiome profiling of the 16S rRNA gene (Illumina). Microscopy plus BV Nugent score had 76% overall agreement with the qPCR plus BV interpretive algorithm method (24 positive, 47 negative). OF the nine samples designated altered flora by Nugent, five were categorized BV positive and four were BV negative by the qPCR method. Although BV negative, 3/4 of the latter samples had positive AV targets with one also was STI positive. Microscopic identification of Candida versus that by qPCR had 94% agreement (9 positive, 78 negative). The comprehensive qPCR assay revealed alternative etiologies summarized as 38% BV, 10% AV, 5% Candida, 2% STI, 10% mixed infection (positive targets in multiple panels), and 35% negative for all targets. 16S microbiome analysis confirmed the bacterial qPCR results and identified differentiating patterns between AV, BV, and Lactobacillus-dominated vaginal microbiomes.
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Candidiasis Vulvovaginal/diagnóstico , Pruebas Diagnósticas de Rutina/métodos , Microscopía/métodos , Reacción en Cadena en Tiempo Real de la Polimerasa/métodos , Vaginosis Bacteriana/diagnóstico , Adolescente , Adulto , Estudios Transversales , Femenino , Humanos , Vagina/microbiología , Adulto JovenRESUMEN
Late-life depression (LLD) is a major depressive disorder that affects someone after the age of 60 years. LLD is frequently associated with inadequate response and remission from antidepressants, in addition to polypharmacy. Pharmacogenetics offers a promising approach to improve clinical outcomes in LLD via new discoveries determining the genetic basis of response rates and side effects, as well as the development of tailored pharmacogenetic-based decision support tools. This invited review evaluates the LLD pharmacogenetic evidence base and the extent to which this was incorporated into existing commercial decision support tools and clinical pharmacogenetic guidelines.
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Antidepresivos/uso terapéutico , Depresión/tratamiento farmacológico , Trastorno Depresivo Mayor/tratamiento farmacológico , Farmacogenética/normas , Humanos , Pruebas de Farmacogenómica/normas , Medicina de Precisión/normasRESUMEN
Recent data from several laboratories have provided evidence that the newly fertilized oocyte inherits epigenetic signals from the sperm chromatin that are required for proper embryonic development. For the purposes of this review, the term epigenetic is used to describe all types of molecular information that are transmitted from the sperm cell to the embryo. There are at least six different forms of epigenetic information that have already been established as being required for proper embryogenesis in mammals or for which there is evidence that it may do so. These are (i) DNA methylation; (ii) sperm-specific histones, (iii) other chromatin-associated proteins; (iv) the perinuclear theca proteins; (v) sperm-born RNAs and, the focus of this review; and (vi) the DNA loop domain organization by the sperm nuclear matrix. These epigenetic signals should be considered when designing protocols for the manipulation and cryopreservation of spermatozoa for assisted reproductive technology as necessary components for effective fertilization and subsequent embryo development.
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Núcleo Celular/fisiología , Desarrollo Embrionario/fisiología , Epigénesis Genética , Espermatozoides/fisiología , Animales , Cromatina/fisiología , Humanos , MasculinoRESUMEN
We demonstrated that mouse spermatozoa cleave their DNA into approximately 50 kb loop-sized fragments with topoisomerase IIB when treated with MnCl(2) and CaCl(2) in a process we term sperm chromatin fragmentation (SCF). SCF can be reversed by EDTA. A nuclease then further degrades the DNA in a process we term sperm DNA degradation (SDD). MnCl(2) alone could elicit this activity, but CaCl(2) had no effect. Here, we demonstrate the existence of a nuclease in the vas deferens that can be activated by ethylene glycol tetraacetic acid (EGTA) to digest the sperm DNA by SDD. Spermatozoa were extracted with salt and dithiothreitol to remove protamines and then incubated with EGTA. Next, the EGTA was removed and divalent cations were added. We found that Mn(2+), Ca(2+), or Zn(2+) could each activate SDD in spermatozoa but Mg(2+) could not. When the reaction was slowed by incubation on ice, EGTA pretreatment followed by incubation in Ca(2+) elicited the reversible fragmentation of sperm DNA evident in SCF. When the reactions were then incubated at 37 degrees C they progressed to the more complete degradation of DNA by SDD. EDTA could also be used to activate the nuclease, but required a higher concentration than EGTA. This EGTA-activatable nuclease activity was found in each fraction of the vas deferens plasma: in the spermatozoa, in the surrounding fluid, and in the insoluble components in the fluid. These results suggest that this sperm nuclease is regulated by a mechanism that is sensitive to EGTA, possibly by removing inhibition of a calcium binding protein.
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Cloruro de Calcio/farmacología , Quelantes/farmacología , Cromatina/metabolismo , Fragmentación del ADN/efectos de los fármacos , Desoxirribonucleasas/metabolismo , Ácido Egtácico/farmacología , Espermatozoides/enzimología , Animales , Calcio/metabolismo , Calcio/farmacología , Proteínas de Unión al Calcio/metabolismo , Cationes Bivalentes/metabolismo , Cationes Bivalentes/farmacología , Cloruros/farmacología , ADN-Topoisomerasas de Tipo II/metabolismo , Proteínas de Unión al ADN/metabolismo , Activación Enzimática/efectos de los fármacos , Masculino , Compuestos de Manganeso/farmacología , RatonesRESUMEN
Mammalian spermatozoa contain some of the most highly compact chromatin. This is due to the DNA binding proteins, the protamines, which replace most of the histones during spermiogenesis. This chromatin, however, shares some features with somatic cell chromatin. One of these is the organization of DNA into loop domains attached at their bases to a proteinaceous nuclear matrix. Several groups have shown that the sites at which DNA associates with the sperm nuclear matrix contain chromatin structures that are linked with specific functions. Recent data also suggest that the sperm nuclear matrix plays essential roles in the paternal pronucleus of the newly fertilized oocyte, suggesting that the sperm cell provides more information to the new embryo than solely the genetic material it delivers. Here, we will review these data which together give insight into the functional significance and requirements of sperm nuclear structure.
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Matriz Nuclear/fisiología , Espermatozoides/ultraestructura , Animales , Cromatina/ultraestructura , ADN/metabolismo , Daño del ADN , Replicación del ADN/fisiología , Humanos , Infertilidad Masculina/patología , Infertilidad Masculina/fisiopatología , MasculinoRESUMEN
We recently demonstrated that mouse spermatozoa contain a mechanism to degrade their DNA into loop-sized fragments of about 50 kb, mediated by topoisomerase IIB, termed sperm chromatin fragmentation (SCF). SCF is often followed by a more complete digestion of the DNA with a sperm nuclease. When SCF-induced spermatozoa are injected into oocytes, the paternal pronuclei degrade their DNA after the initiation of DNA synthesis, but the maternal pronuclei are unaffected and replicate normally. Here, we tested whether the nuclease activity changes in spermatozoa of different maturation stages, and whether there is a functional relationship between the initiation of DNA synthesis and paternal DNA degradation induced by SCF in the zygote. We found that spermatozoa from the vas deferens have a much higher level of SCF activity than those from the cauda epididymis, suggesting that spermatozoa may acquire this activity in the vas deferens. Furthermore, paternal pronuclei formed in zygotes from injecting oocytes with SCF-induced vas deferens spermatozoa degraded their DNA, but this degradation could be inhibited by the DNA synthesis inhibitor, aphidicolin. Upon release from a 4 h aphidicolin-induced arrest, DNA synthesis was initiated in maternal pronuclei, while the paternal pronuclei degraded their DNA. Longer aphidicolin arrest resulted in the paternal pronuclei replicating their DNA, suggesting that delaying the initiation of DNA synthesis allowed the paternal pronuclei to overcome the SCF-induced DNA degradation pathway. These results suggest that the paternal DNA degradation, in oocytes fertilized with SCF-induced spermatozoa, is coupled to the initiation of DNA synthesis in newly fertilized zygotes.
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Daño del ADN/fisiología , Replicación del ADN/fisiología , ADN/fisiología , Oocitos/fisiología , Espermatozoides/fisiología , Animales , Afidicolina/farmacología , Cruzamientos Genéticos , ADN/genética , ADN/metabolismo , Electroforesis en Gel de Agar , Desarrollo Embrionario/fisiología , Epidídimo/fisiología , Femenino , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Endogámicos DBA , Inhibidores de la Síntesis del Ácido Nucleico/farmacología , Embarazo , Inyecciones de Esperma Intracitoplasmáticas , Conducto Deferente/fisiologíaRESUMEN
The mammalian sperm nucleus provides an excellent model for studying the relationship between the formation of nuclear structure and the initiation of DNA replication. We previously demonstrated that mammalian sperm nuclei contain a nuclear matrix that organizes the DNA into loop domains in a manner similar to that of somatic cells. In this study, we tested the minimal components of the sperm nucleus that are necessary for the formation of the male pronucleus and for the initiation of DNA synthesis. We extracted mouse sperm nuclei with high salt and dithiothreitol to remove the protamines in order to form nuclear halos. These were then treated with either restriction endonucleases to release the DNA not directly associated with the nuclear matrix or with DNAse I to digest all the DNA. The treated sperm nuclei were injected into oocytes, and the paternal pronuclear formation and DNA synthesis was monitored. We found that restriction digested sperm nuclear halos were capable of forming paternal pronuclei and initiating DNA synthesis. However, when isolated mouse sperm DNA or sperm DNA reconstituted with the nuclear matrices were injected into oocytes, no paternal pronuclear formation or DNA synthesis was observed. These data suggest that the in situ nuclear matrix attachment organization of sperm DNA is required for mouse paternal pronuclear DNA synthesis.
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Replicación del ADN , Matriz Nuclear/metabolismo , Inyecciones de Esperma Intracitoplasmáticas/métodos , Espermatozoides/metabolismo , Animales , Núcleo Celular/metabolismo , Cromatina/metabolismo , Desoxirribonucleasa I/metabolismo , Femenino , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Endogámicos DBA , Modelos Biológicos , Oocitos/metabolismoRESUMEN
We have demonstrated that mouse spermatozoa can cleave their DNA into 50-kb fragments when treated with Triton X-100, MnCl(2), and CaCl(2). This cleavage, which is termed sperm chromatin fragmentation (SCF), is mediated by topoisomerase IIB (TOP2B) following stimulation by a factor in the epididymal fluid, most likely a nuclease, and can be at least partially religated by EDTA. When the protamines are removed, this DNA breakage is followed by digestion of the DNA by a nuclease(s). We tested whether the oocyte could repair TOP2B-induced sperm DNA breaks and whether partial religation by EDTA would allow spermatozoa to fertilize the oocytes normally. Oocytes injected with untreated spermatozoa developed normally. However, oocytes injected with spermatozoa treated with MnCl(2) and CaCl(2) to induce SCF, with or without subsequent EDTA treatment, failed to develop. In both of these treatment groups, the maternal pronuclei developed normally and replicated their DNA. However the paternal pronuclei did not replicate their DNA and this DNA began to disappear 6 h postinjection, which corresponded approximately to the time at which maternal DNA replication was initiated. These data suggest that when TOP2B is induced to cleave sperm DNA before fertilization, the paternal DNA is subsequently degraded by a highly regulated mechanism that does not affect the maternal chromatin. Furthermore, partial religation by EDTA of TOP2B-induced breaks prevents neither the inhibition of DNA synthesis nor DNA degradation.
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Roturas del ADN , ADN-Topoisomerasas de Tipo II/metabolismo , ADN/metabolismo , Oocitos/metabolismo , Espermatozoides/enzimología , Animales , Fragmentación del ADN/efectos de los fármacos , Replicación del ADN , Embrión de Mamíferos , Desarrollo Embrionario/efectos de los fármacos , Femenino , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Endogámicos DBA , Octoxinol/farmacología , Oocitos/efectos de los fármacos , Inyecciones de Esperma Intracitoplasmáticas , Espermatozoides/efectos de los fármacos , Espermatozoides/metabolismoRESUMEN
We previously demonstrated that mammalian spermatozoa contain a nuclease activity that cleaves DNA into loop-sized fragments. We show here that this activity is mediated by a nuclear matrix-associated topoisomerase IIB (TOP2B) interacting with an extracellular Mn2+/Ca2+-dependent nuclease. Together, these enzymes cleave all of the DNA into fragments of 50 kb, and this cleavage can be reversed by EDTA. If dithiothreitol is included, the nuclease digests the DNA, and if the protamines are removed the DNA is completely digested. A similar, TOP2B-mediated, chromatin fragmentation, which is reversible, followed by digestion of the DNA by an intracellular nuclease occurs in somatic cells during apoptosis. The extracellular location of the sperm nuclease made it possible to reconstitute the fragmentation activity in isolated spermatozoa, thus allowing us to identify two novel aspects of the mechanism. First, the fragmentation of all of the DNA to 50 kb by TOP2B required the addition of the extracellular nuclease or factor. Second, the subsequent, complete digestion of the DNA by the nuclease could be inhibited by etoposide, suggesting that the nuclease digestion requires TOP2B religation of the cleaved DNA. These data are the first demonstration of an active TOP2B in spermatozoa, suggesting this inert chromatin may be more active than previously thought. They also show that the unique chromatin structure of spermatozoa may provide an important model to study the regulated degradation of chromatin by TOP2B and associated nucleases.