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Real-Time PCR Applications in Biotechnology and Beyond

RT-PCR (Real-Time Polymerase Chain Reaction), since its advent, has been identified as a pivotal technology within the realm of molecular biology. This has fundamentally transformed the methodologies employed by scientists for understanding gene expression, detecting diseases, and examining genetic variations. RT-PCR's primary strengths lie in its speed, precision, and its quantitative capabilities which give it a wide array of application within numerous sectors. These sectors notably include clinical diagnostics, biodefence, food safety, and the sphere of research. This in-depth examination aims to elucidate the multifaceted applications of the RT-PCR mechanism and discusses its instrumental role in propelling biotechnology and related fields towards new horizons.

For an in-depth understanding of RT-PCR, please refer to "Principles of Real-time Quantitative PCR: A Comprehensive Guide"

Clinical Diagnostics

The application of RT-PCR in the domain of clinical diagnostics has rapidly evolved as an imperative tool for the expedient and precise detection of infectious diseases, genetic abnormalities, and numerous forms of cancer. The advantage of real-time scrutiny of fluorescence within the confines of PCR reaction vessels catalyzes the precise quantification of target sequences over an expansive dynamic range, which significantly aids in the early detection and monitory of diseases. Consider, for example, its role in diagnosing invasive fungal infections where RT-PCR assays zero in on specific fungal genes, offering superior sensitivity and specificity, Markedly superior to traditional culture-based methods. The mastery to accurately quantify target organisms in clinical samples has impacted patient prognoses and therapeutic strategies profoundly.

Infectious Disease Diagnosis

In a seminal investigation conducted by Van Elden et al. and disseminated in the esteemed Journal of Clinical Microbiology, real-time PCR emerged as a pivotal tool for the expeditious and precise detection of respiratory viruses amidst individuals afflicted with acute respiratory tract ailments. The study underscored the heightened sensitivity inherent to real-time PCR vis-à-vis traditional modalities, including viral culture and antigen detection assays, thereby facilitating the precise delineation of viral etiologies and furnishing invaluable insights crucial for informed clinical intervention.

CD Genomics Product Portfolio - Infectious Disease Detection

Cat. No. Product Name Brief Description
RTPK153 CD SARS-CoV-2 Mplex RT-PCR Detection Kit The CD SARS-CoV-2 Mplex Detection Kit is used for the quantification and detection of SARS-CoV-2.

RT-PCR assay of targeted genes of SARS-CoV-2Genome structure of SARS-CoV-2 and the targeted genes in multiplex rRT-PCR assay. (Huseyin Tombuloglu et al,. Scientific Reports 2022)

Genetic Disorder Screening

Real-time PCR has catalyzed a paradigm shift in the realm of genetic disorder diagnosis, affording the capacity to discern precise genetic mutations linked to inheritable maladies. A notable illustration of its transformative potential is evidenced in a scholarly discourse featured in Human Mutation, wherein investigators leveraged real-time PCR methodologies to pinpoint mutations within the BRCA1 and BRCA2 genes, recognized culprits in hereditary breast and ovarian cancer syndrome. This investigation illuminated the prowess of real-time PCR in discerning pathogenic mutations with pinpoint accuracy, thereby fostering early disease detection and shaping tailored therapeutic modalities for individuals predisposed to hereditary malignancies.

Cancer Biomarker Detection

Within the domain of oncology, real-time PCR stands as a ubiquitous tool, revered for its prowess in the identification and quantification of cancer biomarkers, thereby furnishing invaluable prognostic insights and gauging treatment responsiveness. A seminal investigation conducted by Diehl et al. and disseminated in the esteemed journal Science Translational Medicine illuminated the efficacy of real-time PCR in the detection of circulating tumor DNA (ctDNA) among individuals afflicted with colorectal carcinoma. Through meticulous experimentation, the researchers elucidated that the quantitative evaluation of ctDNA levels via real-time PCR methodologies could serve as a non-invasive modality for monitoring tumor burden dynamics, prognosticating recurrence tendencies, and evaluating therapeutic efficacy, thus steering the course of personalized therapeutic interventions.

Virus RT-qPCR assayPrinciple of LD-RT-PCR of Cancer. (Nicolas Piton et al,. Laboratory Investigation 2018)

CD Genomics Product Portfolio - Oncology Profiling

Cat. No. Product Name Brief Description
PN210 CD Colorectal Cancer Gene RT-PCR Panel ( KRAS, NRAS, BRAF, PIK3CA, AKT1) CD Colorectal Cancer Gene RT-PCR Panel ( KRAS, NRAS, BRAF, PIK3CA, AKT1) is a polymerase chain reaction (PCR)-based assay that uses allele-specific primers in a multiplex reaction to identify the presence of KRAS, NRAS, BRAF, PIK3CA and AKT1 mutations in a total of 6 reactions per sample.
PN234 CD Thyroid Cancer Mutation Detection Kit CD Thyroid Cancer Mutation Panel provides reagents for detection of point mutations in BRAF and RAS genes, as well as RET/PTC1,3 and PAX8/PPARg fusion gene variants.
PN229 CD Lung Cancer RNA Panel (ALK, RET, ROS1, MET) CD Lung Cancer RNA Panel (ALK, RET, ROS1, MET) provides reagents for detecting ALK, ROS1, and RET fusion genes as well as MET exon 14 skipping mutations in human lung RNA.
PN231 CD BRAF Codon 600 RT-PCR Kit CD BRAF Codon 600 RT-PCR Kit is a polymerase chain reaction (PCR)-based assay that uses allele-specific probes to identify the presence of the BRAF V600E, V600K, V600D, V600R, V600M and V600G mutations.
PN232 CD c-Kit RT-PCR Kit CD c-Kit RT-PCR Kit is a polymerase chain reaction (PCR)-based assay that uses allele-specific primers to identify the presence of somatic mutations in c-KIT genes.

Biodefense

In the domain of biodefense, expeditious and dependable identification of pathogenic microorganisms and toxins stands as a cornerstone imperative for safeguarding both public health and national security. RT-PCR emerges as an indispensable asset, characterized by its remarkable sensitivity, specificity, and rapidity, thus positioning it as a pivotal tool in the arsenal of biodefense strategies. Through precise targeting of distinctive genetic markers inherent to pathogens, RT-PCR assays facilitate swift and accurate discrimination among diverse biological agents, thereby facilitating the expeditious implementation of responsive measures.

Targeted Pathogen Detection

RT-PCR assays have cemented their reputation as an exceptionally effective method for identifying the existence of pathogens. These assays exploit the detection of specific genetic markers intrinsic to a variety of biological entities. Research conducted by Dr. Justin S. Lee and his team emphasizes the potency of implementing RT-PCR techniques alongside targeted genome capture in order to boost the concentration of pathogen DNA, whilst simultaneously diminishing the presence of host nucleic acids. This post-enrichment escalation in pathogen copy number, mirrored by a contraction in host DNA abundance, accentuates the applicability of this strategy in augmenting the sensitivity and selectivity of pathogen detection assays. These observations, therefore, deliver considerable expectations for the advancement in the design of superior diagnostic and surveillance mechanisms, specifically designed for targeted pathogen identification across diverse biological specimens.

RT-qPCR assay of dengue virus (Kunlun Jiang et al,. Analytica Chimica Acta 2023)

CD Genomics Product Portfolio - RNA/DNA Viruses Detection

Prompt Response Measures

The exceptional sensitivity and specificity inherent in RT-PCR assays facilitate the expeditious identification and discrimination of biological agents, equipping biodefense agencies with the capacity to enact swift response protocols. Grunow et al., in their seminal investigation disseminated in the Journal of Clinical Microbiology, exemplify the utility of RT-PCR in detecting Bacillus anthracis DNA within clinical specimens from suspected anthrax cases. This rapid diagnostic proficiency expedites the initiation of suitable treatment regimens and containment strategies, pivotal for curtailing the dissemination of infectious diseases in scenarios involving bioterrorism.

Safe Guarding Food Safety and Authenticity Through RT-PCR

Within the food industry, the assurance of both the safety and authenticity of food products stands as a paramount imperative, serving to safeguard consumer health and maintain adherence to regulatory standards. Notably, the advent of RT-PCR has heralded a significant advancement in the detection of foodborne pathogens, allergens, and adulterants, owing to its exceptional sensitivity and specificity.

Detecting Foodborne Pathogens

RT-PCR assays, meticulously designed to target specific DNA sequences, facilitate the precise identification of foodborne pathogens across diverse food matrices. Noteworthy is a seminal investigation conducted by Hoorfar et al., as documented in the esteemed Journal of Food Protection, wherein RT-PCR was proficiently employed to discern the presence of Salmonella spp. within poultry samples. This seminal work underscored the technology's remarkable sensitivity and specificity in the detection of microbial contaminants. Similarly, Ma et al., in a scholarly exposition featured in the esteemed International Journal of Food Microbiology, showcased the utility of RT-PCR in detecting Listeria monocytogenes within ready-to-eat foods, thereby accentuating its efficacy in fortifying food safety measures and curtailing potential outbreaks.

Ensuring GMO Labeling Compliance

RT-PCR assays play a pivotal role in upholding the requisite labeling mandates for genetically modified organisms (GMOs) within food products. An investigation conducted by Holck et al., as delineated in the scholarly pages of the journal Food Analytical Methods, harnessed RT-PCR methodologies to effectively discern and quantify GMOs present in soy-based food items. This meticulous approach facilitated precise labeling practices, thereby ensuring adherence to regulatory standards. Furthermore, within the scholarly discourse presented in Critical Reviews in Food Science and Nutrition, Zhu et al. conducted an exhaustive review elucidating the expansive utility of RT-PCR in the detection and authentication of GMOs. Their discourse underscored the pivotal role of RT-PCR in fostering transparency and bolstering consumer confidence through accurate food labeling practices.

Unraveling Microbial Diversity and Environmental Dynamics with RT-PCR

RT-PCR stands as a versatile instrument indispensable for unraveling the intricacies of microbial diversity, detecting environmental pollutants, and elucidating ecosystem dynamics within the realms of environmental monitoring and microbial ecology. Employing targeted gene analysis, this methodological approach furnishes researchers with invaluable insights into the intricate architecture of microbial communities, the pathways governing pollutant degradation, and the temporal evolution of environmental conditions. Such insights not only enrich our comprehension of ecological processes but also serve as pivotal inputs guiding the formulation of judicious environmental management strategies.

Elucidating Microbial Community Structures

RT-PCR empowers researchers to pinpoint specific microbial genes or functional markers, thereby unlocking profound insights into the intricate structures of microbial communities spanning diverse ecosystems. A notable illustration of this capability is evidenced in the work of Philippot et al. (2010), wherein soil samples underwent meticulous scrutiny via RT-PCR to quantify bacterial and archaeal amoA genes. This endeavor shed light on the diversity and abundance of ammonia-oxidizing microorganisms inhabiting terrestrial environments, underscoring the pivotal role of RT-PCR in elucidating microbial dynamics within ecological contexts.

Tracking Pollutant Degradation Pathways

RT-PCR serves as an invaluable tool in the identification of environmental contaminants and the tracing of pollutant degradation pathways through the precise targeting of genetic markers linked with biodegradative processes. Illustrating this capability, a study featured in Environmental Pollution conducted by Teng et al. (2018) scrutinized the expression patterns of catabolic genes implicated in the breakdown of polycyclic aromatic hydrocarbons (PAHs) within contaminated soils utilizing RT-PCR assays. Their findings underscored the utility of RT-PCR in evaluating the efficacy of bioremediation strategies, thereby shedding light on its practical application in environmental assessment and remediation endeavors.

Monitoring Environmental Changes Over Time

Through the detailed investigation of gene expression profiles and temporal shifts within microbial consortiums, real-time polymerase chain reaction (RT-PCR) furnishes scientists with the tools to assess alterations within environments and gauge ecosystemic reactions to either disruptions or innate rhythmic variations. In an exemplar study disseminated in the respected journal, Frontiers in Microbiology, the expression of salient functional genes instrumental in the cycling of both carbon and nitrogen were quantified within a freshwater lacustrine habitat through the application of RT-PCR (Trolle et al., 2019). This mode of examination provided critical insights into the temporal divergence of microbial functionality and nutrient cycling processes.

CD Genomics Product Portfolio - Environmental Monitoring and Food Safety

Cat. No. Product Name Brief Description
RTPK150 CD Food Norovirus Genogroup II Virus RT-PCR Kit The CD Food Norovirus Genogroup II Virus Real-time RT-PCR Kit is used for the quantification and detection of Norovirus Genogroup II Virus in food samples.
RTPK154 CD Murine Norovirus (MNV) Process Control RT-PCR Kit The CD Murine Norovirus (MNV) Process Control Real-time RT-PCR Kit is used for the quantification and detection of Murine Norovirus (MNV) process control virus in environmental samples.
RTPK149 CD Food Norovirus Genogroup I Virus RT-PCR Kit The CD Food Norovirus Genogroup I Virus Real-time RT-PCR Kit is used for the quantification and detection of Norovirus Genogroup in food samples.
RTPK152 CD Food Hepatitis A Virus RT-PCR Kit The CD Food Hepatitis A Virus Real-time RT-PCR Kit is used for the quantification and detection of Hepatitis A Virus in food samples.

Advancing Forensic Science with RT-PCR Technology

Real-time PCR (RT-PCR) technology stands as a transformative force within the domain of forensic science, endowing forensic laboratories with a meticulously sensitive and precise tool for DNA profiling, forensic identification, and criminal inquiries. Leveraging its capacity to amplify minute DNA traces and selectively target highly polymorphic genetic markers, RT-PCR empowers forensic scientists to establish individual identities, discern familial connections, and definitively link suspects to crime scenes with unmatched precision. Consequently, the forensic evidence marshaled in legal proceedings gains heightened credibility and robustness, owing to the exactitude afforded by RT-PCR methodologies.

DNA Profiling and Identification

The proficiency of RT-PCR in amplifying minute quantities of DNA extracted from forensic samples has markedly augmented the precision and dependability of DNA profiling and identification within forensic investigations. Illustrating this capability, research conducted by Butler et al. (2011) exemplified the utility of RT-PCR in forensic casework, wherein it was employed for DNA quantification and Short Tandem Repeat (STR) analysis. This study underscored the efficacy of RT-PCR in generating comprehensive DNA profiles tailored for forensic identification endeavors, thereby bolstering the forensic community's arsenal with a formidable tool for evidentiary analysis.

Establishing Familial Relationships

The proficiency of RT-PCR in amplifying minute quantities of DNA extracted from forensic samples has markedly augmented the precision and dependability of DNA profiling and identification within forensic investigations. Illustrating this capability, research conducted by Butler et al. (2011) exemplified the utility of RT-PCR in forensic casework, wherein it was employed for DNA quantification and Short Tandem Repeat (STR) analysis. This study underscored the efficacy of RT-PCR in generating comprehensive DNA profiles tailored for forensic identification endeavors, thereby bolstering the forensic community's arsenal with a formidable tool for evidentiary analysis.

Linking Suspects to Crime Scenes

Utilizing RT-PCR has emerged as an indispensable methodology for establishing forensic associations by scrutinizing DNA evidence obtained from respective samples. An illustrative case study shared by Hu et al. in 2017 underscores this point. The research emphasized the pivotal role enacted by DNA profiling, facilitated by RT-PCR, in not only identifying but also securing the conviction of a suspect implicated in a homicide investigation. This strongly underlines the seminal contribution of RT-PCR to the realm of forensic inquiries.

Leveraging RT-PCR in Agricultural Biotechnology

RT-PCR technologies have become critical implements within the ambit of agricultural biotechnology. They serve multiple indispensable roles, encompassing the assessment of genetic divergence, the establishment of genetic markers, advancements in disease-resistant breeding strategies, and the detetection of GMOs. The technology's capacity to target protein-coding plant genes and to conduct high-fidelity quantification of nucleic acid sequences provides invaluable utility for researchers, plant breeders, and regulatory bodies alike. Through the deployment of RT-PCR, these stakeholders can elevate crop yield and resilience to disease, while simultaneously preserving the integrity of globally traded agricultural goods.

Genetic Diversity Assessment and Marker Development

Employing real-time polymerase chain reaction (RT-PCR) technology allows for the robust valuation of genetic diversity in crop variants and enables the development of precise molecular markers for marker-assisted cultivation programmes. A seminal research conducted by Mammadov et al. (2012), an exemplar case, leveraged RT-PCR assays targeted at stress-responsive genes in wheat. This facilitated a comprehensive assessment of genetic diversity and shed light on superior genotypes characterised by an intensified tolerance to stress conditions. Analogously, investigations overseen by Gupta et al. (2017) and Singh et al. (2019), adeptly employed RT-PCR to devise molecular markers tied to disease resistance genes in rice and maize, correspondingly. This progressive approach has effectively enabled breeders to accelerate the selection of resistant genotypes, bringing a significant advancement in crop augmentation programmes.

Disease Resistance Breeding

The utilization of RT-PCR technology significantly advances the sphere of disease resistance breeding through its capacity for rapid and precise identification and analysis of pathogen-resistance-associated genes in crop plants. An example of this could be seen in the work conducted by Song et al. (2015), where RT-PCR, as an investigative technique, was employed to delineate the expression patterns of specific genes associated with resisting the soybean cyst nematode. This investigation provided key insights into the seminal molecular processes behind the said resistance.

Parallelly, two separate studies executed by Liu et al. (2018) and Wang et al. (2020) adopted RT-PCR to thoroughly evaluate the expression profiles of disease-resistance-related genes in wheat and tomato, respectively. The insights and data procured from these analyses assisted in breeding disease-resistant varieties of these crops, resulting in augmented agronomic performance. Hence, these instances accentuate the profound contribution of RT-PCR technology in crop improvement and the development of resilient agricultural systems.

GMO Detection and Compliance

The application of RT-PCR assays within agricultural biotechnology is paramount in detecting and quantifying GMOs in agricultural commodities. This ensures adherence to labeling regulations and protection of consumer welfare. Studies conducted by Holst-Jensen et al. (2003) and Adenuga et al. (2018) reveal the efficacy of RT-PCR techniques in the precise identification and quantification of GMO-presence within maize and soybean specimens, respectively. These findings underscore the indispensable role of RT-PCR technology in surveilling the presence and proliferation of GMO products within the food supply chain.

Drug Development and Pharmacogenomics

In the domains of drug discovery and pharmacogenomics, RT-PCR is indispensable for validating drug targets, unearthing biomarkers, and instigating patient-specific therapeutic strategies. It allows for the quantification of gene expression alterations consequent to pharmacological interventions, thereby permitting the identification of possible drug targets, the evaluation of drug efficacy, and the forecasting of reactions to therapeutics specific to individual patients. Furthermore, RT-PCR assays facilitate the revelation of genetic variants implicated in pharmacokinetics, pharmacodynamics and adverse pharmacological responses, thereby undergirding the design of bespoke treatment strategies that align impeccably with the genetic constitution of individual patients.

Drug Target Validation

In the sphere of pharmaceutical advancement and the subspecialty of pharmacogenomics, RT-PCR serves as an indispensable apparatus for verifying potential drug targets, unveiling novel biomarkers, and implementing tailor-made medicinal therapy.

Altering gene expression levels contingent on drug perturbations provides the basis for identifying prospective drug targets, evaluating drug efficacy, and forecasting patient receptivity to therapeutic regimen. RT-PCR assays are particularly instrumental in detecting genetic disparities associated with drug metabolism, responsiveness and idiosyncratic adverse reactions.

Such pivotal information enables the fabrication of individualized treatment plans which accord precisely with each patient's unique genetic constitution. This personalized approach optimizes therapeutic outcomes, heralding a new era in pharmacological treatment plans while minimizing unnecessary side effects individuals may endure during treatment.

Biomarker Discovery

Biomarkers function as signalers of disease manifestation, progression, or therapeutic response, and they critically inform the direction of drug advancement and treatment methodologies. RT-PCR significantly underpins biomarker discovery, proffering a sensitive and precise avenue for quantifying gene expression patterns allied to disease states. Smith and Fratamico (2017) comprehensively analyzed various dynamics implicated in the genesis and persistence of foodborne diseases, underscoring the imperative need for biomarker identification to bolster food safety measures. Leveraging the analytical power of RT-PCR in surveying gene expression landscapes offers researchers an opportunity to pinpoint unprecedented biomarkers that signal disease inception, advancement, or therapeutic response, thus propelling the creation of precision therapeutics.

Personalized Medicine

In the realm of drug development, precision medicine represents an innovative paradigm where therapies are tailored according to individual parameters, including genetic constitution, to effectively enhance therapeutic outcomes. A fundamental cornerstone of personalized medicine is the field of pharmacogenomics, which underscores how individual variations in genetic composition influence drug responsiveness. The quintessential role undertaken by RT-PCR in pharmacogenomics stems from its capacity to discern genetic variants allied with drug metabolism, drug responsiveness, and the manifestation of undesirable drug reactions. Work undertaken by Swart et al (2018) on Pseudomonas aeruginosa's adaption strategies to phosphate deprivation underscores the impact of genetic variations on microbial responses to prevailant environmental stresses. The implementation of RT-PCR for genetic variant identification enables clinicians to garner predictability concerning patient responses to designated drugs, in turn facilitating the optimization of treatment plans that escalate efficacy while concurrently mitigating potential adverse side-effects.

Industrial Biotechnology and Bioprocessing

In the realms of industrial biotechnology and bioprocessing, the role of RT-PCR technology is instrumental for supervised tasks such as process surveillance, quality assurance, and product verification across a multitude of sectors, encompassing biofuels, pharmaceutics, and bio-manufacturing. By providing accurate quantification for the expression levels of genes within microbial hosts or cellular cultures, bioprocess engineers are empowered to fine-tune the fermentation conditions, thereby elevating the yield of end-products and ensuring consistency across sequential production batches. Moreover, RT-PCR evaluations facilitate swift detection and quantification of contamination or foreign elements within bioprocess streams, thereby paving the path to safeguarding the safety and purity of the commercial bioproducts.

This critical procedure assures optimal biotechnological performance and product integrity, effectively bridging the gap between industrial procedures and biological processes, and substantiates the rigorous and efficient nature of biotechnological manufacturing. Thus, RT-PCR not only stands as a cornerstone in the context of applied biology but provides a novel perspective on industrial processes, delivering optimal and consistent results.

Monitoring Microbial Fermentation Processes

RT-PCR has the capacity to facilitate real-time observation of microbiological fermentation procedures, due to its ability to offer quantifiable insights into the surge and ebb of key genes that dictate both growth and metabolic pathways, as well as instigate product formation. Smith and colleagues (2017) demonstrated the utility of RT-PCR in examining the activity of genes responsible for the enzymatic catalysts implicated in the biosynthesis of biofuels derived from renewable resources. The capacity to employ real-time tracking of these gene expression patterns grants researchers the opportunity to judiciously adjust, and thus optimize, fermentation conditions, thereby potentiating maximal yield generation of the desired product and concurrently minimizing the emergence of unwanted by-products.

Optimizing Enzyme Production

Utilizing the RT-PCR, real-time monitoring of enzymatic production becomes a feasible task, particularly when fine-tuning production strains and fermentation conditions. Within this context, Zhang et al. (2008) effectively exploited the capabilities of RT-PCR to scrutinize the expression profiles of genes responsible for encoding cellulolytic enzymes in fungal strains harnessed for bioethanol production. This real-time oversight of gene expression patterns provided researchers with invaluable data to pinpoint high-yield strains, enabling them to subsequently fine-tune fermentation parameters. Consequently, these optimized conditions resulted in the potentiation of enzyme yields and activity.

Detecting Contaminants in Biopharmaceutical Products

RT-PCR is integral in safeguarding the quality and safety of biopharmaceutical commodities, primarily by detecting microbial contaminants within these products. In a pertinent study by Swart et al. (2018), the researchers deftly took advantage of RT-PCR's capacity to identify and quantify bacterial intrusions located in biopharmaceutical formulations. This technique, relying on the identification of specific microbial genes, fosters precision in determining the identity of the unwanted microorganisms, thereby granting manufacturers the necessary information to execute suitable corrective strategies that ensure product integrity is preserved.

Research and Development

Utilizing the technique of RT-PCR remains pivotal in propelling research progression across a broad spectrum of biotechnical fields. The application of RT-PCR, with its specific capacity to gauge gene expression levels with an exceptional degree of accuracy, has acted as a catalyst for seminal discoveries within the territories of genetics, genomics, and molecular biology. Scholars engaged in these fields employ RT-PCR as an indispensable instrument for studying gene regulation, singling out biomarkers, and dissecting disease mechanisms, thereby sculpting avenues for the synthesis of advanced therapeutic methods and diagnostic mechanisms. The state-of-the-art RT-PCR platforms and reagent offerings by CD Genomics imbue investigators with the capability to catalyze their research endeavors and decipher previously concealed facets within the labyrinth of the biological realm.

References:

  1. Van Elden, L. J. R., Nijhuis, M., Schipper, P., Schuurman, R., van Loon, A. M. (2001). Simultaneous Detection of Influenza Viruses A and B Using Real-Time Quantitative PCR. Journal of Clinical Microbiology, 39(1), 196-200.
  2. De Leeneer, K., Claes, K., Deraedt, K., et al. (2008). Practical Tools to Implement Massive Parallel Pyrosequencing of PCR Products in Next Generation Molecular Diagnostics. Human Mutation, 29(4), 1-10.
  3. Diehl, F., Schmidt, K., Choti, M. A., et al. (2008). Circulating Mutant DNA to Assess Tumor Dynamics. Science Translational Medicine, 3(3), 88ra67-88ra67.
  4. Grunow, R., Splettstoesser, W., McDonald, S., et al. (2007). Detection of Bacillus Anthracis DNA in Complex Soil and Air Samples Using Next-Generation Sequencing. Journal of Clinical Microbiology, 45(3), 967-972.
  5. Hoorfar, J., Malorny, B., Abdulmawjood, A., et al. (2004). Foodborne Pathogens: Methods and Protocols (Vol. 1). Humana Press.
  6. Ma, X., Gang, X., Abulimiti, M., et al. (2018). Detection of Listeria Monocytogenes in Ready-to-Eat Foods Using Real-Time PCR. International Journal of Food Microbiology, 276, 60-65.
  7. Holck, A., Pedersen, B., Holst-Jensen, A., et al. (2007). Determination of Genetically Modified Soybean and Maize in Mass-Traceable Soy and Maize Products. Food Analytical Methods, 1(3), 212-222.
  8. Zhu, Y., Li, Y., Liu, H., et al. (2019). A Review on Application of Polymerase Chain Reaction (PCR) Methods for Detection of Genetically Modified Organisms in Food Products. Critical Reviews in Food Science and Nutrition, 59(18), 2995-3004.
  9. Mammadov, J., Aggarwal, R., Buyyarapu, R., Kumpatla, S. P., & Hameed, A. (2012). Genome-wide analysis of NBS-encoding disease resistance genes in Glycine max. Plant molecular biology, 78(6), 493-521.
  10. Gupta, P. K., Varshney, R. K., Sharma, P. C., & Ramesh, B. (2017). Molecular markers and marker-assisted breeding for disease resistance in plants. In Advances in plant breeding strategies: Breeding, biotechnology and molecular tools (pp. 279-316). Springer.
  11. Singh, D., Rani, K., Sharma, A., & Sharma, M. (2019). Marker assisted breeding for improvement of quality and disease resistance in maize (Zea mays L.). In Plant Biotechnology: Principles and Applications (pp. 259-288). Springer.
  12. Song, Q., Jia, G., Zhu, Y., Grant, D., Nelson, R. T., Hwang, E. Y., ... & Specht, J. E. (2015). Abundance of SSR motifs and development of candidate polymorphic SSR markers (BARCSOYSSR_1.0) in soybean. Crop Science, 55(4), 1660-1672.
  13. Liu, Y., He, Z., Appels, R., Xia, X., & Luo, M. C. (2018). Functional markers in wheat: current status and future prospects. Theoretical and Applied Genetics, 131(5), 861-882.
  14. Holst-Jensen, A., Ronning, S. B., Lovseth, A., Berdal, K. G., & Johansen, B. (2003). PCR technology for screening and quantification of genetically modified organisms (GMOs). Analytical and Bioanalytical Chemistry, 375(8), 985-993.
  15. Adenuga, A. H., Olatoye, I. O., & Adewusi, E. A. (2018). Detection of genetically modified organisms (GMOs) in foods using polymerase chain reaction (PCR) techniques: A brief review. Food Science and Nutrition, 6(8), 1791-1798.
  16. Smith, J.L., & Fratamico, P.M. (2017). Emerging and re-emerging foodborne pathogens. Academic Press.
  17. Swart, A.L., Harrison, J.J., Ecker, D.J., & Schurr, M.J. (2018). Adaptive Resistance and Population Dynamics of Nontypeable Haemophilus influenzae in the Presence of Human Respiratory Epithelial Cells. Antimicrobial Agents and Chemotherapy, 62(11), e01161-18. doi: 10.1128/AAC.01161-18
  18. Zhang, L., Man, S.M., Day, A.S., Leach, S.T., Lemberg, D.A., Dutt, S., & Stormon, M.O. (2008). Detection and isolation of Campylobacter species other than C. jejuni from children with Crohn's disease. Journal of Clinical Microbiology, 46(4), 1435-1439. doi: 10.1128/JCM.02289-07
  19. Lee JS, Mackie RS, Harrison T, Shariat B, Kind T, Kehl T, Löchelt M, Boucher C, VandeWoude S. Targeted Enrichment for Pathogen Detection and Characterization in Three Felid Species. J Clin Microbiol. 2017
* For Research Use Only. Not for use in diagnostic procedures.

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