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2.
Cardiovasc Res ; 118(1): 65-83, 2022 01 07.
Article in English | MEDLINE | ID: mdl-33739371

ABSTRACT

Fibromuscular dysplasia (FMD) is a non-atherosclerotic vascular disease that may involve medium-sized muscular arteries throughout the body. The majority of FMD patients are women. Although a variety of genetic, mechanical, and hormonal factors play a role in the pathogenesis of FMD, overall, its cause remains poorly understood. It is probable that the pathogenesis of FMD is linked to a combination of genetic and environmental factors. Extensive studies have correlated the arterial lesions of FMD to histopathological findings of arterial fibrosis, cellular hyperplasia, and distortion of the abnormal architecture of the arterial wall. More recently, the vascular phenotype of lesions associated with FMD has been expanded to include arterial aneurysms, dissections, and tortuosity. However, in the absence of a string-of-beads or focal stenosis, these lesions do not suffice to establish the diagnosis. While FMD most commonly involves renal and cerebrovascular arteries, involvement of most arteries throughout the body has been reported. Increasing evidence highlights that FMD is a systemic arterial disease and that subclinical alterations can be found in non-affected arterial segments. Recent significant progress in FMD-related research has led to improve our understanding of the disease's clinical manifestations, natural history, epidemiology, and genetics. Ongoing work continues to focus on FMD genetics and proteomics, physiological effects of FMD on cardiovascular structure and function, and novel imaging modalities and blood-based biomarkers that can be used to identify subclinical FMD. It is also hoped that the next decade will bring the development of multi-centred and potentially international clinical trials to provide comparative effectiveness data to inform the optimal management of patients with FMD.


Subject(s)
Arteries , Biomedical Research/trends , Fibromuscular Dysplasia , Molecular Diagnostic Techniques/trends , Animals , Arteries/metabolism , Arteries/pathology , Arteries/physiopathology , Fibromuscular Dysplasia/diagnosis , Fibromuscular Dysplasia/genetics , Fibromuscular Dysplasia/metabolism , Fibromuscular Dysplasia/physiopathology , Gene Expression Profiling/trends , Genetic Predisposition to Disease , Hemodynamics , Humans , Phenotype , Predictive Value of Tests , Prognosis , Proteomics/trends , Risk Assessment , Risk Factors , Vascular Remodeling
3.
Lab Invest ; 102(1): 4-13, 2022 01.
Article in English | MEDLINE | ID: mdl-34497366

ABSTRACT

As one of the major approaches in combating the COVID-19 pandemics, the availability of specific and reliable assays for the SARS-CoV-2 viral genome and its proteins is essential to identify the infection in suspected populations, make diagnoses in symptomatic or asymptomatic individuals, and determine clearance of the virus after the infection. For these purposes, use of the quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) for detection of the viral nucleic acid remains the most valuable in terms of its specificity, fast turn-around, high-throughput capacity, and reliability. It is critical to update the sequences of primers and probes to ensure the detection of newly emerged variants. Various assays for increased levels of IgG or IgM antibodies are available for detecting ongoing or past infection, vaccination responses, and persistence and for identifying high titers of neutralizing antibodies in recovered individuals. Viral genome sequencing is increasingly used for tracing infectious sources, monitoring mutations, and subtype classification and is less valuable in diagnosis because of its capacity and high cost. Nanopore target sequencing with portable options is available for a quick process for sequencing data. Emerging CRISPR-Cas-based assays, such as SHERLOCK and AIOD-CRISPR, for viral genome detection may offer options for prompt and point-of-care detection. Moreover, aptamer-based probes may be multifaceted for developing portable and high-throughput assays with fluorescent or chemiluminescent probes for viral proteins. In conclusion, assays are available for viral genome and protein detection, and the selection of specific assays depends on the purposes of prevention, diagnosis and pandemic control, or monitoring of vaccination efficacy.


Subject(s)
COVID-19 Testing/methods , COVID-19/diagnosis , Pandemics , SARS-CoV-2 , Antibodies, Viral/analysis , Antigens, Viral/analysis , COVID-19/epidemiology , COVID-19/virology , COVID-19 Nucleic Acid Testing/methods , COVID-19 Nucleic Acid Testing/trends , COVID-19 Serological Testing/methods , COVID-19 Serological Testing/trends , COVID-19 Testing/trends , Genome, Viral , Humans , Molecular Diagnostic Techniques/methods , Molecular Diagnostic Techniques/trends , Mutation , Nucleic Acid Amplification Techniques/methods , Nucleic Acid Amplification Techniques/trends , Open Reading Frames , RNA, Viral/analysis , RNA, Viral/genetics , Reverse Transcriptase Polymerase Chain Reaction/methods , Reverse Transcriptase Polymerase Chain Reaction/trends , SARS-CoV-2/classification , SARS-CoV-2/genetics , SARS-CoV-2/immunology , SARS-CoV-2/isolation & purification , Sequence Analysis, RNA/methods , Sequence Analysis, RNA/trends
6.
Biomolecules ; 11(10)2021 10 01.
Article in English | MEDLINE | ID: mdl-34680076

ABSTRACT

Over the years, multiple biomarkers have been used to aid in disease screening, diagnosis, prognosis, and response to therapy. As of late, protein biomarkers are gaining strength in their role for early disease diagnosis and prognosis in part due to the advancements in identification and characterization of a distinct functional pool of proteins known as proteoforms. Proteoforms are defined as all of the different molecular forms of a protein derived from a single gene caused by genetic variations, alternative spliced RNA transcripts and post-translational modifications. Monitoring the structural changes of each proteoform of a particular protein is essential to elucidate the complex molecular mechanisms that guide the course of disease. Clinical proteomics therefore holds the potential to offer further insight into disease pathology, progression, and prevention. Nevertheless, more technologically advanced diagnostic methods are needed to improve the reliability and clinical applicability of proteomics in preventive medicine. In this manuscript, we review the use of immunoaffinity capillary electrophoresis (IACE) as an emerging powerful diagnostic tool to isolate, separate, detect and characterize proteoform biomarkers obtained from liquid biopsy. IACE is an affinity capture-separation technology capable of isolating, concentrating and analyzing a wide range of biomarkers present in biological fluids. Isolation and concentration of target analytes is accomplished through binding to one or more biorecognition affinity ligands immobilized to a solid support, while separation and analysis are achieved by high-resolution capillary electrophoresis (CE) coupled to one or more detectors. IACE has the potential to generate rapid results with significant accuracy, leading to reliability and reproducibility in diagnosing and monitoring disease. Additionally, IACE has the capability of monitoring the efficacy of therapeutic agents by quantifying companion and complementary protein biomarkers. With advancements in telemedicine and artificial intelligence, the implementation of proteoform biomarker detection and analysis may significantly improve our capacity to identify medical conditions early and intervene in ways that improve health outcomes for individuals and populations.


Subject(s)
Biomarkers/blood , Electrophoresis, Capillary/trends , Molecular Diagnostic Techniques/trends , Proteomics , Artificial Intelligence , Humans , Liquid Biopsy , Preventive Medicine , Protein Processing, Post-Translational , Tandem Mass Spectrometry
7.
Int J Mol Sci ; 22(18)2021 Sep 08.
Article in English | MEDLINE | ID: mdl-34575897

ABSTRACT

Watermelon is an important commercial crop in the Southeastern United States and around the world. However, production is significantly limited by biotic factors including fusarium wilt caused by the hemibiotrophic fungus Fusarium oxysporum forma specialis niveum (Fon). Unfortunately, this disease has increased significantly in its presence over the last several decades as races have emerged which can overcome the available commercial resistance. Management strategies include rotation, improved crop resistance, and chemical control, but early and accurate diagnostics are required for appropriate management. Accurate diagnostics require molecular and genomic strategies due to the near identical genomic sequences of the various races. Bioassays exist for evaluating both the pathogenicity and virulence of an isolate but are limited by the time and resources required. Molecular strategies are still imperfect but greatly reduce the time to complete the diagnosis. This article presents the current state of the research surrounding races, both how races have been detected and diagnosed in the past and future prospects for improving the system of differentiation. Additionally, the available Fon genomes were analyzed using a strategy previously described in separate formae speciales avirulence gene association studies in Fusarium oxysporum races.


Subject(s)
Fusariosis/diagnosis , Fusariosis/microbiology , Fusarium , Molecular Diagnostic Techniques , Plant Diseases/microbiology , Biological Assay , Genome, Fungal , Genomics/methods , Molecular Diagnostic Techniques/methods , Molecular Diagnostic Techniques/trends , Phenotype
8.
Indian J Tuberc ; 68(3): 313-320, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34099195

ABSTRACT

Tuberculosis (TB) is one of the major infectious disease that causes threat to human health and leads to death in most of the cases. Mycobacterium tuberculosis is the causative agent that can affect both pulmonary and extra pulmonary regions of the body. This infection can be presented either as an active or latent form in the patients. Although this disease has been declared curable and preventable by WHO, it still holds its position as a global emergency. Over the past decade many hurdles such as low immunity, co-infections like HIV, autoimmune disorders, poverty, malnutrition and emerging trends in drug resistance patterns are hindering the eradication of this infection. However, many programmes have been launched by WHO with involvement of governments at various level to put a full stop over the disease. Under the Revised National Tuberculosis Control Programme (RNTCP) which was recently renamed as National Tuberculosis Elimination Programme (NTEP), the major focus is on eliminating tuberculosis by the year 2025. The main aim of the programme is to identify feasible quality testing, evaluate through NIKSHYA poshak yozana, restrict through BCG vaccination and assemble with public awareness to eradicate MTB. Numerous novel diagnostic techniques and molecular tools have been developed to elucidate and differentiate report of various suspected and active tuberculosis patients. However, improvements are still required to cut short the duration of the overall process ranging from screening of patients to their successful treatment.


Subject(s)
Latent Tuberculosis/diagnosis , Mycobacterium tuberculosis/isolation & purification , Tuberculosis, Multidrug-Resistant/diagnosis , Tuberculosis , Bacteriological Techniques/methods , Bacteriological Techniques/trends , Humans , Molecular Diagnostic Techniques/methods , Molecular Diagnostic Techniques/trends , Point-of-Care Testing , Radiography/methods , Radiography/trends , Tuberculosis/diagnosis , Tuberculosis/drug therapy , Tuberculosis/microbiology
10.
Transplantation ; 105(6): 1203-1211, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33534526

ABSTRACT

The last few years have seen an explosion in clinical research focusing on the use of donor-derived cell-free DNA (dd-cfDNA) in solid-organ transplants (SOT). Although most of the literature published so far focuses on kidney transplants, there are several recent as well as ongoing research studies on heart, lung, pancreas, and liver transplants. Though initially studied as a noninvasive means of identifying subclinical or acute rejection in SOT, it is rapidly becoming clear that instead of being a specific marker for allograft rejection, dd-cfDNA is more appropriately described as a marker of severe injury, although the most common cause of this injury is allograft rejection. Multiple studies in kidney transplants have shown that although sensitivity for the diagnosis of antibody-mediated rejection is excellent, it is less so for T-cell-mediated rejection. It is possible that combining dd-cfDNA with other novel urine- or blood-based biomarkers may increase the sensitivity for the diagnosis of rejection. Irrespective of the cause, though, elevated dd-cfDNA seems to portend adverse allograft prognosis and formation of de novo donor-specific antibody. Although current data do not lend themselves to a clear conclusion, ongoing studies may reveal the utility of serial surveillance for the management of SOT as following levels of dd-cfDNA over time may provide windows of opportunity to intervene early and before irreversible allograft injury. Finally, cost-effectiveness studies will be needed to guide the ideal incorporation of dd-cfDNA into routine clinical practice.


Subject(s)
Cell-Free Nucleic Acids/blood , Graft Rejection/diagnosis , Molecular Diagnostic Techniques/trends , Organ Transplantation/trends , Biomarkers/blood , Diffusion of Innovation , Drug Monitoring , Forecasting , Graft Rejection/blood , Graft Rejection/genetics , Graft Rejection/prevention & control , Humans , Immunosuppressive Agents/therapeutic use , Organ Transplantation/adverse effects , Predictive Value of Tests , Treatment Outcome
11.
Biosens Bioelectron ; 178: 113012, 2021 Apr 15.
Article in English | MEDLINE | ID: mdl-33497879

ABSTRACT

The current pandemic of the 2019 novel coronavirus (COVID-19) caused by SARS-CoV-2 (severe acute respiratory syndrome coronavirus-2) has raised significant public health concern. Rapid, affordable, and accurate diagnostics of SARS-CoV-2 is essential for early treatment and control of the disease spread. In the past few years, CRISPR technology has shown great potential for highly sensitive and specific molecular diagnostics. Amid the ongoing COVID-19 pandemic, there is an increasing interest in implementing CRISPR-based diagnostic principles to develop fast and precise methods for detecting SARS-CoV-2. In this work, we reviewed and summarized these CRISPR-based diagnostic systems as well as their characteristics and challenges. We also provided future perspectives of CRISPR-based sensing towards point-of-care molecular diagnosis applications.


Subject(s)
COVID-19 Nucleic Acid Testing/methods , COVID-19/diagnosis , CRISPR-Cas Systems , Bacterial Proteins/genetics , Biosensing Techniques/methods , Biosensing Techniques/trends , COVID-19/virology , COVID-19 Nucleic Acid Testing/trends , CRISPR-Associated Proteins/genetics , CRISPR-Cas Systems/genetics , Endodeoxyribonucleases/genetics , Humans , Molecular Diagnostic Techniques/methods , Molecular Diagnostic Techniques/trends , Pandemics , Point-of-Care Testing/trends , RNA, Viral/genetics , RNA, Viral/isolation & purification , SARS-CoV-2/genetics , SARS-CoV-2/isolation & purification , Workflow
12.
Arch Pathol Lab Med ; 145(6): 692-698, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33373449

ABSTRACT

CONTEXT.­: The increasing use of large panel next-generation sequencing technologies in clinical settings has facilitated the identification of pan-cancer biomarkers, which can be diagnostic, prognostic, predictive, or most importantly, actionable. OBJECTIVE.­: To discuss recently approved and emerging pan-cancer and multihistology biomarkers as well as testing methodologies. DATA SOURCES.­: The US Food and Drug Administration approval documents, National Comprehensive Cancer Network guidelines, literature, and authors' own publications. CONCLUSIONS.­: Since 2017, the US Food and Drug Administration has approved genotype-directed therapies for pan-cancer biomarkers, including microsatellite instability, neurotrophic receptor kinases fusions, and high-tumor mutation burden. Both the importance and rarity of these biomarkers have increased the prevalence of genomic profiling across solid malignancies. As an integral part of the management team of patients with advanced cancer, pathologists need to be aware of these emerging biomarkers, the therapies for which they determine eligibility, and the strengths and pitfalls of the available clinical assays.


Subject(s)
Biomarkers, Tumor/genetics , High-Throughput Nucleotide Sequencing/methods , Microsatellite Instability , Molecular Diagnostic Techniques/methods , Mutation , Neoplasms/genetics , B7-H1 Antigen/genetics , B7-H1 Antigen/metabolism , Biomarkers, Tumor/metabolism , Fibroblast Growth Factors/genetics , Fibroblast Growth Factors/metabolism , Humans , Immunohistochemistry/methods , In Situ Hybridization, Fluorescence/methods , Molecular Diagnostic Techniques/trends , Neoplasms/diagnosis , Neoplasms/metabolism , Programmed Cell Death 1 Receptor/genetics , Programmed Cell Death 1 Receptor/metabolism , Receptors, Fibroblast Growth Factor/genetics , Receptors, Fibroblast Growth Factor/metabolism , Reverse Transcriptase Polymerase Chain Reaction/methods
14.
Mod Pathol ; 33(12): 2544-2563, 2020 12.
Article in English | MEDLINE | ID: mdl-32704031

ABSTRACT

The publication of the "Pan-Cancer Atlas" by the Pan-Cancer Analysis of Whole Genomes Consortium, a partnership formed by The Cancer Genome Atlas (TCGA) and International Cancer Genome Consortium (ICGC), provides a wonderful opportunity to reflect on where we stand in our understanding of the genetics of pancreatic cancer, as well as on the opportunities to translate this understanding to patient care. From germline variants that predispose to the development of pancreatic cancer, to somatic mutations that are therapeutically targetable, genetics is now providing hope, where there once was no hope, for those diagnosed with pancreatic cancer.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Pancreatic Ductal/genetics , Genetic Variation , Genomics/trends , Molecular Diagnostic Techniques/trends , Pancreatic Neoplasms/genetics , Animals , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/therapy , Diffusion of Innovation , Forecasting , Genetic Predisposition to Disease , Humans , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/therapy , Phenotype , Prognosis
15.
Biochim Biophys Acta Rev Cancer ; 1874(1): 188367, 2020 08.
Article in English | MEDLINE | ID: mdl-32339609

ABSTRACT

Pancreatic neuroendocrine neoplasms (PanNENs) contain two primary subtypes with distinct molecular features and associated clinical outcomes: well-differentiated neuroendocrine tumors (NETs) and poorly differentiated neuroendocrine carcinomas (NECs). PanNENs are a group of clinically heterogeneous tumors, whose diagnosis is based on tumor morphologic features and proliferation indices. However, these standards incompletely meet clinical needs by failing to adequately assess the likelihood of tumor recurrence and the potential for therapeutic response. We therefore focused on discussing molecular advances that facilitate the understanding of heterogeneity and exploration of reliable recurrence/treatment predictors. Taking advantage of high-throughput technologies, emerging methods of molecular subtyping in PanNETs include classifications based on co-existing multi-gene mutations, a large-scale loss of heterozygosity or copy number variation, and islet cell type-specific signatures. PanNEC molecular updates were discussed as well. This review aims to help the field classify PanNEN molecular subtypes, gain insights to aid in the solving of clinical, pathological unmet needs, and detect challenges and concerns of genetically-driven trials.


Subject(s)
Biomarkers, Tumor/genetics , High-Throughput Screening Assays/methods , Molecular Diagnostic Techniques/methods , Neuroendocrine Tumors/diagnosis , Pancreatic Neoplasms/diagnosis , Animals , Cell Line, Tumor , DNA Copy Number Variations , Disease Models, Animal , Gene Expression Regulation, Neoplastic , Genetic Heterogeneity , High-Throughput Screening Assays/trends , Humans , Islets of Langerhans/pathology , Molecular Diagnostic Techniques/trends , Mutation , Neuroendocrine Tumors/classification , Neuroendocrine Tumors/genetics , Neuroendocrine Tumors/pathology , Pancreatic Neoplasms/classification , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Pathology, Clinical/methods , Pathology, Clinical/trends , RNA-Seq/methods , RNA-Seq/trends , Exome Sequencing/methods , Exome Sequencing/trends
17.
Physiol Res ; 69(2): 215-226, 2020 04 30.
Article in English | MEDLINE | ID: mdl-32199018

ABSTRACT

Kidney allograft pathology assessment has been traditionally based on clinical and histological criteria. Despite improvements in Banff histological classification, the diagnostics in particular cases is problematic reflecting a complex pathogenesis of graft injuries. With the advent of molecular techniques, polymerase-chain reaction, oligo- and microarray technologies allowed to study molecular phenotypes of graft injuries, especially acute and chronic rejections. Moreover, development of the molecular microscope diagnostic system (MMDx) to assess kidney graft biopsies, represents the first clinical application of a microarray-based method in transplantation. Whether MMDx may replace conventional pathology is the subject of ongoing research, however this platform is particularly useful in complex histological findings and may help clinicians to guide the therapy.


Subject(s)
Graft Rejection/diagnosis , Graft Survival/physiology , Kidney Transplantation/trends , Molecular Diagnostic Techniques/methods , Allografts/metabolism , Animals , Graft Rejection/genetics , Graft Rejection/metabolism , Humans , Kidney Transplantation/adverse effects , Molecular Diagnostic Techniques/trends , Transcriptome/physiology
18.
Expert Rev Mol Diagn ; 20(6): 637-644, 2020 06.
Article in English | MEDLINE | ID: mdl-32167388

ABSTRACT

INTRODUCTION: The merging of molecular diagnostics with personalized medicine has led to a surge in development of molecular-based companion diagnostics. Companion diagnostics, defined as 'a medical device, often an in vitro device, which provides information that is essential for the safe and effective use of a corresponding drug or biological product', are key to the appropriate utilization of several pharmacotherapies; primarily in the area of oncology. AREAS COVERED: While most molecular companion diagnostics are targeted toward oncology, the potential to multiplex assays will contribute to an expansion in the applications of companion diagnostics for an increasing menu of disease states and conditions including areas such as infectious disease, cardiology, and hematology. EXPERT OPINION: With this innovation comes the responsibility to ensure molecular companion diagnostic devices are robust and controlled against the detrimental effects of false positive/negative results. Additional important considerations, such as paired development with pharmaceutical companies and adherence to Food and Drug Administration and/or European Union guidelines, must be addressed. While the current number of companion diagnostics is relatively small, as molecular assays continue to be developed as companion diagnostics the world of personalized medicine will advance to meet the needs of an expanding portion of the patient population.


Subject(s)
Molecular Diagnostic Techniques , Molecular Targeted Therapy , Precision Medicine/trends , Sequence Analysis, DNA/methods , DNA Mutational Analysis , Forecasting , High-Throughput Nucleotide Sequencing/methods , Humans , Molecular Diagnostic Techniques/instrumentation , Molecular Diagnostic Techniques/methods , Molecular Diagnostic Techniques/trends , Neoplasms/drug therapy , Neoplasms/genetics , Precision Medicine/instrumentation , Precision Medicine/methods , Real-Time Polymerase Chain Reaction
19.
Viruses ; 12(2)2020 02 14.
Article in English | MEDLINE | ID: mdl-32074965

ABSTRACT

Viruses are evolving at an alarming rate, spreading and inconspicuously adapting to cutting-edge therapies. Therefore, the search for rapid, informative and reliable diagnostic methods is becoming urgent as ever. Conventional clinical tests (PCR, serology, etc.) are being continually optimized, yet provide very limited data. Could high throughput sequencing (HTS) become the future gold standard in molecular diagnostics of viral infections? Compared to conventional clinical tests, HTS is universal and more precise at profiling pathogens. Nevertheless, it has not yet been widely accepted as a diagnostic tool, owing primarily to its high cost and the complexity of sample preparation and data analysis. Those obstacles must be tackled to integrate HTS into daily clinical practice. For this, three objectives are to be achieved: (1) designing and assessing universal protocols for library preparation, (2) assembling purpose-specific pipelines, and (3) building computational infrastructure to suit the needs and financial abilities of modern healthcare centers. Data harvested with HTS could not only augment diagnostics and help to choose the correct therapy, but also facilitate research in epidemiology, genetics and virology. This information, in turn, could significantly aid clinicians in battling viral infections.


Subject(s)
Clinical Laboratory Techniques/methods , Clinical Laboratory Techniques/trends , Virus Diseases/diagnosis , Virus Diseases/etiology , Computational Biology/methods , Computational Biology/trends , Fever of Unknown Origin/virology , High-Throughput Nucleotide Sequencing/methods , High-Throughput Nucleotide Sequencing/trends , Humans , Molecular Diagnostic Techniques/methods , Molecular Diagnostic Techniques/trends , Viruses/genetics
20.
Curr Protoc Hum Genet ; 105(1): e97, 2020 03.
Article in English | MEDLINE | ID: mdl-32105409

ABSTRACT

Our understanding of genetic disease(s) has increased exponentially since the completion of human genome sequencing and the development of numerous techniques to detect genetic variants. These techniques have not only allowed us to diagnose genetic disease, but in so doing, also provide increased understanding of the pathogenesis of these diseases to aid in developing appropriate therapeutic options. Additionally, the advent of next-generation or massively parallel sequencing (NGS/MPS) is increasingly being used in the clinical setting, as it can detect a number of abnormalities from point mutations to chromosomal rearrangements as well as aberrations within the transcriptome. In this article, we will discuss the use of multiple techniques that are used in genetic diagnosis. © 2020 by John Wiley & Sons, Inc.


Subject(s)
Chromosome Aberrations , Chromosome Disorders/diagnosis , Genetic Testing/methods , Genome, Human , High-Throughput Nucleotide Sequencing/methods , Molecular Diagnostic Techniques/methods , Sequence Analysis, DNA/methods , Chromosome Disorders/genetics , Humans , Molecular Diagnostic Techniques/trends , Transcriptome
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