Multiplex Sets Research Articles

Development of a DNA-Based Lateral Flow Strip Membrane Assay for Rapid Screening and Genotyping of Six High-Incidence STD Pathogens.

Sexually transmitted diseases (STDs) are a global concern because approximately 1 million new cases emerge daily. Most STDs are curable, but if left untreated, they can cause severe long-term health implications, including infertility and even death. Therefore, a test enabling rapid and accurate screening and genotyping of STD pathogens is highly awaited. Herein, we present the development of the DNA-based 6STD Genotyping 9G Membrane test, a lateral flow strip membrane assay, for the detection and genotyping of six STD pathogens, including Trichomonas vaginalis, Ureaplasma urealyticum, Neisseria gonorrhoeae, Chlamydia trachomatis, Mycoplasma hominis, and Mycoplasma genitalium. Here, we developed a multiplex PCR primer set that allows PCR amplification of genomic materials for these six STD pathogens. We also developed the six ssDNA probes that allow highly efficient detection of the six STD pathogens. The 6STD Genotyping 9G Membrane test lets us obtain the final detection and genotyping results in less than 30 m after PCR at 25 °C. The accuracy of the 6STD Genotyping 9G membrane test in STD genotyping was confirmed by its 100% concordance with the sequencing results of 120 clinical samples. Therefore, the 6STD Genotyping 9G Membrane test emerges as a promising diagnostic tool for precise STD genotyping, facilitating informed decision-making in clinical practice.

Development of a one‐step multiplex reverse transcription‐polymerase chain reaction and Luminex xTAG assay for the simultaneous detection of yellowing viruses infecting sugar beet

AbstractYellowing viruses are an increasing threat to sugar beet cultivation, due to limitations on insecticide usage and climate change. Virus detection, monitoring and resistance breeding are key to secure high sugar beet yields in the future. For this research, a one‐step multiplex reverse transcription (mRT)‐PCR method was designed to detect simultaneously beet mild yellowing virus, beet chlorosis virus, beet yellows virus (BYV), beet mosaic virus and turnip yellows virus. The addition of Luminex xTAG array technology was used as a follow‐up method to increase assay specificity. The one‐step mRT‐PCR was evaluated on 22 field samples with single and mixed virus infections. The xTAG assay works as expected both in a simplex and multiplex setting, except that BYV detection needs optimization in the multiplex setting. In the future, the Luminex xTAG assay would be an excellent method for the detection of beet yellowing viruses due to its high specificity and the potential to increase the number of targets.

Hierarchical Stochastic Block Model for Community Detection in Multiplex Networks

Multiplex networks have become increasingly more prevalent in many fields, and have emerged as a powerful tool for modeling the complexity of real networks. There is a critical need for developing inference models for multiplex networks that can take into account potential dependencies across different layers, particularly when the aim is community detection. We add to a limited literature by proposing a novel and efficient Bayesian model for community detection in multiplex networks. A key feature of our approach is the ability to model varying communities at different network layers. In contrast, many existing models assume the same communities for all layers. Moreover, our model automatically picks up the necessary number of communities at each layer (as validated by real data examples). This is appealing, since deciding the number of communities is a challenging aspect of community detection, and especially so in the multiplex setting, if one allows the communities to change across layers. Borrowing ideas from hierarchical Bayesian modeling, we use a hierarchical Dirichlet prior to model community labels across layers, allowing dependency in their structure. Given the community labels, a stochastic block model (SBM) is assumed for each layer. We develop an efficient slice sampler for sampling the posterior distribution of the community labels as well as the link probabilities between communities. In doing so, we address some unique challenges posed by coupling the complex likelihood of SBM with the hierarchical nature of the prior on the labels. An extensive empirical validation is performed on simulated and real data, demonstrating the superior performance of the model over single-layer alternatives, as well as the ability to uncover interesting structures in real networks.

PrimerJinn: a tool for rationally designing multiplex PCR primer sets for amplicon sequencing and performing in silico PCR

BackgroundMultiplex PCR amplifies numerous targets in a single tube reaction and is essential in molecular biology and clinical diagnostics. One of its most important applications is in the targeted sequencing of pathogens. Despite this importance, few tools are available for designing multiplex primers.ResultsWe developed primerJinn, a tool that designs a set of multiplex primers and allows for the in silico PCR evaluation of primer sets against numerous input genomes. We used primerJinn to create a multiplex PCR for the sequencing of drug resistance-conferring gene regions from Mycobacterium tuberculosis, which were then successfully sequenced.ConclusionsprimerJinn provides a user-friendly, efficient, and accurate method for designing multiplex PCR primers for targeted sequencing and performing in silico PCR. It can be used for various applications in molecular biology and bioinformatics research, including the design of assays for amplifying and sequencing drug-resistance-conferring regions in important pathogens.

Testing a set of SSR markers to obtain the genetic profiles of common plum and cherry plum varieties and to assess the genetic similarity between hybrids obtained in remote crossing

Common plum (Prunus domestica L.) is one of the fruit crops that are particularly difficult to study genetically. Unlike most other species of the genus Prunus, it is a hexaploid species (2n=48) originating from complex interspecific hybridization, and the question of its origin is yet to be conclusively resolved. Presently, several studies are available that examine the phylogeny and systematics of the genus Prunus in general and specifically the speciation of Prunus domestica L., with the use of molecular genetics methods. Although the SSR marker method is widely adopted in the practice of studying the most important stone fruit crops, the polymorphism of SSR loci in Prunus domestica L. is rarely studied in the gene pool. The present study examined the effectiveness of 22 microsatellite (SSR) markers using common plum and cherry plum varieties bred at the Federal Horticultural Center for Breeding, Agrotechnology, and Nursery in order to obtain the genetic profiles of these varieties and develop a variety passport. In addition, this set of markers was used to evaluate the genetic diversity and genetic similarity between the varieties of common plum and cherry plum, as well as remote hybrids obtained using embryo rescue, from the collection of the Federal Horticultural Center for Breeding, Agrotechnology, and Nursery. The screening results obtained for a set of 22 SSR markers using 10 varieties and 19 hybrid specimens revealed a low level of polymorphism detected by this set and a small number of shared alleles. This set of markers was found to be inadequate to fully evaluate our sample in terms of allelic diversity, as well as genetic similarity between parental and hybrid forms. The proportion of unique genotypes that can be identified using these markers amounts to less than 50 %. The large number of overlapping fragment sizes prevents the generation of individual genetic profiles for the varieties. It was found necessary to apply and test additional markers, as well as to develop multiplex sets on their basis, which will form the basis for routine genotyping of varieties. For a more accurate and reliable estimation of fragment lengths and allele sharing, further analysis should be performed using capillary electrophoresis. The work was carried out at the Laboratory of Reproductive Biotechnology of the Federal Horticultural Center for Breeding, Agrotechnology and Nursery in 2022.

Overcoming vaccine hesitancy by multiplex social network targeting: an analysis of targeting algorithms and implications

Incorporating social factors into disease prevention and control efforts is an important undertaking of behavioral epidemiology. The interplay between disease transmission and human health behaviors, such as vaccine uptake, results in complex dynamics of biological and social contagions. Maximizing intervention adoptions via network-based targeting algorithms by harnessing the power of social contagion for behavior and attitude changes largely remains a challenge. Here we address this issue by considering a multiplex network setting. Individuals are situated on two layers of networks: the disease transmission network layer and the peer influence network layer. The disease spreads through direct close contacts while vaccine views and uptake behaviors spread interpersonally within a potentially virtual network. The results of our comprehensive simulations show that network-based targeting with pro-vaccine supporters as initial seeds significantly influences vaccine adoption rates and reduces the extent of an epidemic outbreak. Network targeting interventions are much more effective by selecting individuals with a central position in the opinion network as compared to those grouped in a community or connected professionally. Our findings provide insight into network-based interventions to increase vaccine confidence and demand during an ongoing epidemic.

Smart-Plexer: a breakthrough workflow for hybrid development of multiplex PCR assays

Developing multiplex PCR assays requires extensive experimental testing, the number of which exponentially increases by the number of multiplexed targets. Dedicated efforts must be devoted to the design of optimal multiplex assays ensuring specific and sensitive identification of multiple analytes in a single well reaction. Inspired by data-driven approaches, we reinvent the process of developing and designing multiplex assays using a hybrid, simple workflow, named Smart-Plexer, which couples empirical testing of singleplex assays and computer simulation to develop optimised multiplex combinations. The Smart-Plexer analyses kinetic inter-target distances between amplification curves to generate optimal multiplex PCR primer sets for accurate multi-pathogen identification. In this study, the Smart-Plexer method is applied and evaluated for seven respiratory infection target detection using an optimised multiplexed PCR assay. Single-channel multiplex assays, together with the recently published data-driven methodology, Amplification Curve Analysis (ACA), were demonstrated to be capable of classifying the presence of desired targets in a single test for seven common respiratory infection pathogens.

APPLICATION MULTIPLEX PCR FOR EARLY DETECTION ESCHERICHIA COLI CONTAMINATION IN SOME DRINKING WATER RESOURCES IN ABEPURA, PAPUA INDONESIA

Abstract Microbial detection takes a long time to produce positive results, so a quicker detection method was chosen. Multiplex polymerase chain reaction (m-PCR) identified bacterial strains in less than 24 hours, detects E.coli specifically, and is faster than traditional methods. The goal of this study was to use m-PCR to detect early pathogenic E.coli bacteria in several drinking water sources in the Abepura district of Papua Indonesia as a parameter of pollution and water quality. The Chelex100 and microwave combination method was used to extract DNA. The first round of testing was done at four different concentrations: 0.125, 0.250, 0.375, and 0.500 M. The purity of the extracted DNA was good, ranging from 1.80 to 1.94. The optimum primer concentration for multiplexing applications is 0.25 uM for lt primer; 0.125 uM for stx2 and eae primer, with an annealing temperature of 55oC. m-PCR has been shown to quickly detect pathogenic E. coli in water samples. In the PCR process, E.coli DNA template was obtained with high purity (1.80-1.94) and concentration (576.9-4301.6 ng/uL) . Each multiplex set included three primer pairs for the target gene lt-eae-stx2 on ETEC-EPEC and EHEC respectively. The m-PCR process showed excellent results, and this findings can be considered as a reference for water analysis in several drinking sources in Papua Province.

Abstract 892: Afamitresgene autoleucel (afami-cel; formerly ADP-A2M4) demonstrates durable clinical responses by inducing broad immune engagement with anti-tumor activity

Abstract Afami-cel is a mixed CD4+ CD8+ autologous T-cell therapy engineered to target the cancer testis antigen melanoma-associated antigen A4 in HLA-A*02-positive patients with advanced/metastatic synovial sarcoma or myxoid/round cell liposarcoma (MRCLS). Pooled data from the Phase 1 (NCT03132922) and Phase 2 (SPEARHEAD-1, NCT04044768) trials of afami-cel showed an acceptable benefit to risk profile with an overall response rate of 36.2% and a median duration of response of 52.0 weeks.1 To support the continued investigation of potential mechanisms of durable anti-tumor activity, we previously showed that afami-cel induces broad and enduring peripheral cytokine responses2 and that afami-cel tumoral infiltration is associated with increased presence of activated and proliferative cytotoxic T-cells in the tumor microenvironment.3 Here, we report the results of translational analyses exploring the cooperation between afami-cel-induced innate and adaptive immune responses pooled from the Phase 1 and 2 trials. Methods included measurement of 92 biomarkers related to apoptosis, chemotaxis, metabolism, tumor immunity promotion/suppression, and vascular/tissue remodeling in pre- and post-infusion serum samples from 38 patients. We also conducted multiplex immunofluorescence and gene set variation analysis of Reactome immune system pathway categories and microenvironment cell populations in RNA sequencing data from pre- and post-infusion biopsies from ≥15 patients. Serum analyses showed that patients with a clinical benefit as defined by RECIST v1.1 had significantly greater post-infusion levels of chemotactic markers (Kruskal-Wallis; p<0.05 for partial response [PR] compared to progressive disease, p<0.01 for PR compared to stable disease), indicating higher signaling related to immune-cell recruitment towards lesions. Tumor analyses showed increased expression of genes associated with innate and adaptive immunity, and cytokine signaling, in post-infusion biopsies, including T-cell receptor signaling-related expression, which was consistent with relatively greater spatial protein detection of pro-immune infiltrate. This profile was associated with longer progression-free survival. In conclusion, our data suggest that afami-cel induces peripheral and tumoral innate and adaptive immune responses, a hallmark of durable anti-tumor activity. Updated patient sample data will be presented. 1. D'Angelo SP, et al. J Clin Oncol. 2022;40:16_suppl:11562. 2. D’Angelo SP, et al. Poster 146 presented at: CTOS 2021; Virtual. 3. Van Tine, BA et al. Paper 61 presented at: CTOS 2022; Vancouver, BC, Canada. Citation Format: Cheryl McAlpine, Martin Isabelle, Robyn Broad, Revashnee Naidoo, Ashley Liddle, Elizabeth Duperret, Paul Noto, Ruoxi Wang, Dzmitry Batrakou, Sumit Middha, Chris Evans. Afamitresgene autoleucel (afami-cel; formerly ADP-A2M4) demonstrates durable clinical responses by inducing broad immune engagement with anti-tumor activity [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 892.

Optical metasurfaces for multiplex high-performance grating-type structural colors.

Optical metasurfaces provide a significant approach for the production of structural colors due to their excellent optical control abilities. Herein, we propose trapezoidal structural metasurfaces for achieving multiplex grating-type structural colors with high comprehensive performance originating from the anomalous reflection dispersion in the visible band. Single trapezoidal metasurfaces with different x-direction periods can tune the angular dispersion regularly from 0.036 rad/nm to 0.224 rad/nm to generate various structural colors, and composite trapezoidal metasurfaces with three kinds of combinations can achieve multiplex sets of structural colors. The brightness can be controlled by adjusting the distance between the trapezoids in a pair accurately. The designed structural colors have higher saturation than traditional pigmentary colors, whose excitation purity can reach 1.00. The gamut is about 158.1% of the Adobe RGB standard. This research has application potential in ultrafine displays, information encryption, optical storage, and anti-counterfeit tagging.

Using Multiplex Amplicon PCR Technology to Efficiently and Timely Generate Rift Valley Fever Virus Sequence Data for Genomic Surveillance.

Rift Valley fever (RVF) is a febrile vector-borne disease endemic in Africa and continues to spread in new territories. It is a climate-sensitive disease mostly triggered by abnormal rainfall patterns. The disease is associated with high mortality and morbidity in both humans and livestock. RVF is caused by the Rift Valley fever virus (RVFV) of the genus Phlebovirus in the family Phenuiviridae. It is a tripartite RNA virus with three genomic segments: small (S), medium (M) and large (L). Pathogen genomic sequencing is becoming a routine procedure and a powerful tool for understanding the evolutionary dynamics of infectious organisms, including viruses. Inspired by the utility of amplicon-based sequencing demonstrated in severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) and Ebola, Zika and West Nile viruses, we report an RVFV sample preparation based on amplicon multiplex polymerase chain reaction (amPCR) for template enrichment and reduction of background host contamination. The technology can be implemented rapidly to characterize and genotype RVFV during outbreaks in a near-real-time manner. To achieve this, we designed 74 multiplex primer sets covering the entire RVFV genome to specifically amplify the nucleic acid of RVFV in clinical samples from an animal tissue. Using this approach, we demonstrate achieving complete RVFV genome coverage even from samples containing a relatively low viral load. We report the first primer scheme approach of generating multiplex primer sets for a tripartite virus which can be replicated for other segmented viruses.

LV5plex: Immune-histological phenotypes staged by self-studying for a liver cancer multiplex staining set.

DATA REPORT article Front. Cell Dev. Biol., 06 February 2023Sec. Molecular and Cellular Pathology Volume 11 - 2023 | https://doi.org/10.3389/fcell.2023.1058987

Establishment and Application of a Multiplex PCR Assay for Detection of Sclerotium rolfsii, Lasiodiplodia theobromae, and Fusarium oxysporum in Peanut.

Southern blight, stem rot, and root rot are serious soil-borne fungal diseases of peanut, which are caused by Sclerotium rolfsii, Lasiodiplodia theobromae, and Fusarium oxysporum, respectively. These diseases are difficult to be diagnosed in early stage of infection, causing the optimal treatment period was often missed. Therefore, establishing a rapid detection system is of great significance for early prevention of peanut soil-borne fungal diseases. Here, we have invented a multiplex PCR detection system to detect fungal pathogens of peanut southern blight, stem rot, and root rot at the same time. The quarantine fungal pathogen primer pairs were amplified to the specific number of base pairs in each of the following fungal pathogens: 1005-bp (F. oxysporum), 238-bp (L. theobromae), and 638-bp (S. rolfsii). The detection limit for the single and multiplex PCR primer sets was 1ng of template DNA under in vitro conditions. Amplification of fungi of non-target species yielded no non-specific products. The validation showed that the multiplex PCR could effectively detect single and mixed infections in field samples. Overview, this study proved that this mPCR assay was a rapid, reliable, and simple tool for the simultaneous detection of three important peanut soil-borne diseases, which facilitated prompt treatment and prevention of peanut root diseases.

Allelic and haplotypic polymorphisms and paternal genetic analysis of Chinese Shaanxi Han population utilizing a multiplex Y-STR set

Background The analysis of Y chromosomal genetic markers is of great significance in human genetic fields related to male individuals. The Han nationality is the most populous ethnic group. It is critical to investigate the Y-chromosome short tandem repeat (Y-STR) genetic informativeness of Han nationalities in different Chinese regions in order to gain a comprehensive understanding of their paternal genetic relationships and origin. Aim To assess the allelic and haplotypic polymorphisms of the novel AGCU Y SUPP STR amplification system containing seven Y-STRs in the maximal dataset of the Y-STR Haplotype Reference Database (YHRD) and 17 newly included Y-STRs, and explore the genetic relationships among the Shaanxi Han population and 12 reference populations from China. Subjects and methods A total sample of 220 Han male subjects were obtained from the Shaanxi Province, China, and genotyped by the novel AGCU Y SUPP STR amplification system. Multiplex population genetic analyses derived from the same 16 Y-STR loci were carried out among the Shaanxi Han population and 12 reference populations from China. Results The gene diversities (GD) ranged from the maximum value of 0.9609 (DYS385a,b) to the minimum value of 0.5441 (DYS531). Besides, 217 distinct haplotypes were detected wholly in 220 individuals, of which 214 (98.62%) were exclusive. The entire haplotype diversity (HD) and discrimination capacity (DC) were 0.9999 and 0.9864, respectively, while the haplotype match probability (HMP) was 0.0045. Among the reference populations, the obtained results of population genetic analyses revealed that the Shaanxi Han population had the largest genetic distance with the Guangxi Yao group, but the smallest genetic distance with the Hunan Tujia group. Conclusions These Y-STR loci in the AGCU Y SUPP STR amplification system were of high genetic polymorphisms and the amplification system could be used as a prospective complementary tool for forensic application and paternal genetics in the Shaanxi Han population.

Forensic assessment on the application of a virtual pool of 30 Y-STRs

Ideally, a panel of Y short tandem repeats (Y-STRs) should include markers with gene diversity (GD) ≥ 0.70 to guarantee a highly accurate and precise individual identification in all forensic situations where Y loci analysis is necessary to support the findings obtained with autosomal STRs. Since not all markers in a multiplex set reach the optimal GD value, to achieve a greater discrimination capacity (DC), the number of Y-STRs has been gradually expanded also with the addition of rapidly mutating Y-STRs (RM Y-STRs). The present study has tried to assess, based on the genetic diversity of each Y-STR and the cumulative haplotype diversity provided by the single Y-STR panels tested, whether to increase in the number of Y-STRs is effective. For this purpose, three commercially available forensic kits - the PowerPlex® Y23 System, the Yfiler™ Plus PCR Amplification Kit, and the ForenSeq™ DNA Signature Prep Kit - that allow for the simultaneous analysis of 22–25 Y chromosome markers (including Y-STRs and RM Y-STRs) have been used for typing 115 unrelated male individuals from North-East Italy employing two capillary electrophoresis (Applied Biosystems® 3130 Genetic Analyzer and SeqStudio Genetic Analyzer for HID) and one massively parallel sequencing (MiSeq FGx™ Forensic Genomics System) systems. Forensic parameters, such as gene diversity, cumulative haplotype diversity (cHD), and discrimination capacity, were determined for the three Y-STRs kits and the virtual pool of 30 Y-STRs obtained by the overall combination of the Y-loci of the three kits. From the findings, it emerges that twelve markers in the virtual panel of 30 Y-STRs, are characterized by a value of GD ≥ 0.70, and of these, eleven included in the Yfiler™ Plus kit seem to be sufficient to ensure the achievement of haplotype resolution. In light of this, it does not appear necessary to expand the number of Y-STRs in the currently available kits.

A novel noninvasive genetic survey technique for small mammals

Abstract Noninvasive genetic surveys, often conducted by collecting fecal samples, have become a popular tool for surveying wildlife, but have primarily been applied to species with large and conspicuous scat. Although many small mammals are threatened, endangered, or data deficient, noninvasive genetic surveys have rarely been applied due to the challenges of detecting their inconspicuous fecal pellets. As part of a broader study of the endangered salt marsh harvest mouse (Reithrodontomys raviventris), we developed a noninvasive genetic survey technique for the community of small mammals in their putative range. We designed bait stations to passively collect fecal samples from rodents, and developed a multiplex primer set that amplified unique fragment sizes for salt marsh harvest mice and four other sympatric species. We tested the primer set on positive controls and on fecal pellets collected from bait stations at two regularly monitored field sites known to have very different densities of salt marsh harvest mice. The multiplex amplified DNA from all five species, even when all five species were present in a single sample. A positive species identification was made for all field-collected samples, and 43% of these field-collected samples had multispecies detections. The combination of bait stations and genetic species identification proved to be an effective means of noninvasively surveying small mammals in potential salt marsh harvest mouse habitat. The sampling technique should be applicable to a wide variety of small mammals in other systems.

Abstract 5156: Multiplexed EGFR mutation detection with C797S and T790M allelic context using six-color digital PCR

Abstract Non-small cell lung cancer (NSCLC) patients harboring activating mutations in epidermal growth factor receptor (EGFR) are benefited from Tyrosine Kinase Inhibitor (TKI) targeted therapy. However, more than 50% of patients receiving the first or second generations of TKI develop a resistance mutation, EGFR-T790M, and they will need to switch to the third-generation TKI (Osimertinib). Upon treatment, a second acquired mutation, EGFR-C797S, leads to the resistance to Osimertinib. If the C797S and T790M mutations are located in trans, a combination of the first and third-generation of TKI(s) may offer some benefit to the patient. The impact of the allelic context to the subsequent treatment is yet to be established and thus an assay identifying C797S and T790M allelic context may serve as a useful research tool. In recent years, digital PCR has emerged to be an ultra-sensitive method in non-invasive identification and monitoring of cancer mutations. However, compared to qPCR and NGS methods, current digital PCR assays are limited by the number of biomarkers that can be incorporated in a single assay and the maximum sample volume that can be screened in one test. In this study, we describe a multiplex digital PCR assay for quantitative detection of EGFR sensitizing and resistance mutations, and identification of C797S and T790M allelic context, using a 6-color digital PCR system that allows high sample volume utilization. The sensitivity and specificity of this multiplex dPCR assay were tested using a panel of contrived cell-free DNA samples. Individual mutations can be detected at as low as 0.2% fractional abundance level. Furthermore, we compared the performance of the multiplex with the 2-color droplet digital PCR Expert Design Assays on the Bio-Rad QX200 ddPCR system, using a commercial multiplex cfDNA reference standard set. The multiplexed EGFR mutation assay on the 6-color Digital LightCycler® System is a promising method for rapid and sensitive monitoring of EGFR mutations in cell-free DNA. Citation Format: Wei Yang, Mari Christensen, Jennifer K. Chan, Julie Tsai, Nancy Patten, Ha B. Tran, Grant R. Hillman, Yu Chuan Tai, Patrick Bogard, Claudia M. Litterst, Victoria H. Brophy, Nick Newton, Christopher D. Nelson, Wouter J. Pattje. Multiplexed EGFR mutation detection with C797S and T790M allelic context using six-color digital PCR [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 5156.

Multiplex graph matching matched filters

We consider the problem of detecting a noisy induced multiplex template network in a larger multiplex background network. Our approach, which extends the graph matching matched filter framework of Sussman et al. (IEEE Trans Pattern Anal Mach Intell 42(11):2887–2900, 2019) to the multiplex setting, utilizes a multiplex analogue of the classical graph matching problem to use the template as a matched filter for efficiently searching the background for candidate template matches. The effectiveness of our approach is demonstrated both theoretically and empirically, with particular attention paid to the potential benefits of considering multiple channels in the multiplex framework.

Designing highly multiplex PCR primer sets with Simulated Annealing Design using Dimer Likelihood Estimation (SADDLE)

One major challenge in the design of highly multiplexed PCR primer sets is the large number of potential primer dimer species that grows quadratically with the number of primers to be designed. Simultaneously, there are exponentially many choices for multiplex primer sequence selection, resulting in systematic evaluation approaches being computationally intractable. Here, we present and experimentally validate Simulated Annealing Design using Dimer Likelihood Estimation (SADDLE), a stochastic algorithm for design of multiplex PCR primer sets that minimize primer dimer formation. In a 96-plex PCR primer set (192 primers), the fraction of primer dimers decreases from 90.7% in a naively designed primer set to 4.9% in our optimized primer set. Even when scaling to 384-plex (768 primers), the optimized primer set maintains low dimer fraction. In addition to NGS, SADDLE-designed primer sets can also be used in qPCR settings to allow highly multiplexed detection of gene fusions in cDNA, with a single-tube assay comprising 60 primers detecting 56 distinct gene fusions recurrently observed in lung cancer.

Rapid and Reliable Detection of SARS-CoV-2 Using Direct RT-LAMP.

Background: The global pandemic coronavirus SARS-CoV-2 has a healthcare, social and economic burden. To limit the spread of the virus, the World Health Organization (WHO) urgently called for extensive screening of suspected individuals; thus, a quick, simple, and sensitive diagnostic assay is always in need. Methods: We applied reverse transcription-loop-mediated isothermal amplification (RT-LAMP) for the detection of SARS-CoV-2. The RT-LAMP method was optimized by evaluating two fluorescence amplification mixes and several reaction times, and results were compared to the standard real-time RT-PCR (rtRT-PCR). The assay was validated using 200 nasopharyngeal swabs collected in viral transport media (62 positive for SARS-CoV-2, and 138 negative for SARS-CoV-2 detected by the rtRT-PCR method). The samples were diluted 1:4 in diethylpyrocarbonate (DEPC)-treated water, utilized for RT-LAMP using different singleplex and multiplex sets of LAMP primers (N gene, S gene, and orf1ab gene), and incubated at 65 °C using real-time PCR 7500. Results: Our direct detection with the RT-LAMP protocol showed 100% concordance (sensitivity and specificity) with the standard protocol used for the detection of SARS-CoV-2 nucleic acid. Conclusions: In this study, we set up a rapid, simple, and sensitive RT-LAMP assay for the detection of SARS-CoV-2 in clinical samples. The assay is suitable for point of care detection in public hospitals, medical centers in rural areas, and in transportation hubs.