43 research outputs found
High Throughput Screening for Small Molecule Enhancers of the Interferon Signaling Pathway to Drive Next-Generation Antiviral Drug Discovery
Most of current strategies for antiviral therapeutics target the virus specifically and directly, but an alternative approach to drug discovery might be to enhance the immune response to a broad range of viruses. Based on clinical observation in humans and successful genetic strategies in experimental models, we reasoned that an improved interferon (IFN) signaling system might better protect against viral infection. Here we aimed to identify small molecular weight compounds that might mimic this beneficial effect and improve antiviral defense. Accordingly, we developed a cell-based high-throughput screening (HTS) assay to identify small molecules that enhance the IFN signaling pathway components. The assay is based on a phenotypic screen for increased IFN-stimulated response element (ISRE) activity in a fully automated and robust format (Z′>0.7). Application of this assay system to a library of 2240 compounds (including 2160 already approved or approvable drugs) led to the identification of 64 compounds with significant ISRE activity. From these, we chose the anthracycline antibiotic, idarubicin, for further validation and mechanism based on activity in the sub-µM range. We found that idarubicin action to increase ISRE activity was manifest by other members of this drug class and was independent of cytotoxic or topoisomerase inhibitory effects as well as endogenous IFN signaling or production. We also observed that this compound conferred a consequent increase in IFN-stimulated gene (ISG) expression and a significant antiviral effect using a similar dose-range in a cell-culture system inoculated with encephalomyocarditis virus (EMCV). The antiviral effect was also found at compound concentrations below the ones observed for cytotoxicity. Taken together, our results provide proof of concept for using activators of components of the IFN signaling pathway to improve IFN efficacy and antiviral immune defense as well as a validated HTS approach to identify small molecules that might achieve this therapeutic benefit
The Development of a Primer Payload with Microparticles for UTI Pathogen Identification Using Polythymidine- Modified LAMP Primers in Droplet LAMP
Nucleic acid amplification tests (NAATs) are among the diagnostic tests with the highest sensitivity and specificity. However, they are more complex to develop than other diagnostic tests such as biochemical tests and lateral flow immunoassay tests. Polymerase chain reaction (PCR) is the gold standard for NAATs. PCR requires thermal cycling to achieve clonal amplification of the target pathogen DNA for diagnosis. Thermal cycling poses a challenge in the development of PCR diagnostics for point-of-care (POC) settings. Loop-mediated isothermal amplification (LAMP) offers an isothermal method for NAATs diagnostics. The advancement of the microfluidics field significantly enhances the development of LAMP diagnostics devices for POC testing. Another challenge with NAATs, is the limitation in the development of multiplex NAATs. Multiplexing however, occupies an important role in the efforts to address the antimicrobial resistance global crisis. Multiplexing will help to provide more thorough and complete diagnostics of infections, and enable doctors to prescribe the most effective antibiotics to the patients. This will help slow the emergence of antibiotic resistant pathogens. We are currently in a period of discovery void, with regards to antibiotics discovery. At this rate, more pathogens are becoming resistant to the antibiotics that we have, faster than we are developing new classes of antibiotics. According to the World Health Organization (WHO) interagency coordination group on AMR report to the secretary general of the United Nations, by 2050, there will be 10 million annual deaths globally, as a result of AMR-related events. There will also be 1 trillion in healthcare costs, and 28 million people will be living in poverty, as a result of the economic impact of uncontrolled AMR. Another area where multiplex diagnostics play a crucial role is infection control in the era of epidemics and pandemics. The increasing prevailing frequency of global pandemics stresses the need for the development of highly accurate and decentralized POC diagnostics. Over the last ten years, there have been more than 30 epidemics and pandemics around the world, including SARS-CoV-2, Monkey pox, India black fungus, Dengue fever, Measles, Zika, Avian influenza, Influenza A and Ebola. With advancing technology and international commerce and relations, we are now more connected than ever. This means that if there are no developments to make molecular tests more accessible at the POC, the future waves of epidemics and pandemics will have faster spread, further reach and more devastating impacts on the lives of the 8 billion people on our planet. We have developed a diagnostic method for executing droplet microfluidics LAMP via a microparticle primer payload mechanism and have demonstrated it with urinary tract infection (UTI) pathogens. With inspiration from overhang PCR and RNA-Seq, we engineered LAMP primers with 5’ polythymidine (PolyT) oligonucleotide (PolyT is placed in the middle of the Forward inner primers and Backward inner primers). The PolyT sequence is recognized by a biotinylated capture oligonucleotide engineered with a polyadenylated (PolyA) polynucleotide on the 3’ end. The streptavidin-coated microparticles functionalized with the PolyA oligonucleotide and PolyT primers, capture their specific target DNA and deliver the cargo into emulsion droplets of LAMP reagents for amplification. This platform provides the ability to multiplex by coding specific pathogen target DNA with different fluorescent signatures of the microparticles
Point of Care Molecular Diagnostics for Humanity
Diagnostics of disease at POC (point of care) has been declared one of the Grand Challenge by the Bill and Melina Gates Foundation (BMGF). Infectious diseases constitute a major cause of disease burden and cause more than half a billion Disability-Adjusted Life Years (DALYs) and millions of deaths each year. They have an especially large effect on children under 5 years of age. We have analyzed data from the GBD 2010 (Global Burden of Disease) project to emphasize the damage caused by infectious diseases, and highlight the opportunity of using diagnostic tools to rapidly identify and treat diseases. To motivate the work of this thesis, we quantify the expected impact of appropriate diagnostic technologies.
We have also analyzed the requirements that a diagnostic tool should meet to generate the maximal global impact. We present various existing TPPs (Target Product Profiles) from different organizations and suggest some additions to these existing TPPs. We explain the particular molecular pathology technologies which have the potential to allow deployment of functional products in the developing world for point-of-care pathogen detection, especially in low-resource settings.
We perform a detailed analysis on existing polymerase chain reaction (PCR) systems and describe the problems caused with thermal performance and optical interrogation. We list the requirements that disposable cartridges for such instruments should meet and suggest a metal base design with polymer top. After detailed FEA simulations, we demonstrate that the thermal response can be modeled using a one-dimensional (1D) lumped element system. We show improvements in thermal response due to using a metal base and the effect of fluid height. We also performed thermal-structural simulations to quantify the stresses on the adhesive bonds of metal/polymer cartridges.
Next, we explain fabrication of these cartridges. We show methods to dispense adhesive using a robot and a custom made jig to spread the adhesive during curing. The cartridge was tested with different PCR reagents and we obtained reaction efficiencies approaching those of the commercial real time PCR machines. Our fabrication technique is useful to join dissimilar materials and is production friendly. By developing custom software, we observed the cartridge performance in a continuous manner. We could see the thermal response of cartridges by continuous fluorescence monitoring, and used reflective aluminum which increase light collection efficiency.
We then present a simple and robust new way for thermal cycling. Robust thermal cycling has been a major challenge conducting PCR, especially in point of care situations. Here, we suggest a contact cooling approach, in which the cartridge rests on a thin metal plate with an integrated thin heater constructed from flexible printed circuit board (PCB) material. We use a solenoid to move a metal plate to cool down the sample cartridge during cycling. The metal plate then rests on a larger heat sink to disperse the shuttled heat. Our design is dust and water proof and was verified on a bench-top prototype.
A novel optical design for fluorescence detection during qPCR is also described. We suggest a lateral illumination waveguide geometry with prism coupling that eliminates lenses and is integrated into an injection molded cartridge. The light is homogenized using a light guide, and we quantify the sources of scattered stray light from the chamber edge by performing ray tracing simulations to optimize the precise geometry. The design is tolerant to misalignments and enables easy coupling of LED light into the chamber. As the light collection efficiency is high, the size of the chamber can be very small. We tested real PCR reactions using this concept and observed a rapid integration time, enabling very fast reading.
Sample preparation has been another challenge for all point-of-care (POC) lab-on-chip devices for many years. Here, we propose a new design which is robust, fast, flexible and simple, and uses a sliding seal to move the collected sample between various reservoir chambers. The sample moves on a slider sandwiched between seals that shuttles a DNA binding membrane between different reactions. Thus, size and volumes of reagents can be increased without increasing dead volumes. This design is easily automated, and positive displacement of fluids can work with many reagents without worrying about their characteristics such as foaming. The speed of the sample preparation protocols is high and complex protocols can be ported on this design concept, which we tested on real clinical samples and obtained impressive results. We designed and injection molded devices to test and verify this concept.
Finally, we focus on instrumentation and software required to allow our technology to be used at the POC. We describe our embedded electronics and describe the powerful micro-controller and various high performance ICs that are used to construct a fully functional for sample to answer instrument. We developed various versions of software. The developer software allows us to control our system and bench top setup. Our end user product includes a tablet and cell phone software interface. Software was developed for a windows 8 tablet, windows 8 phone and an Android based devices.
To conclude, we very briefly describe the POC systems that are under development: A portable qPCR system with a separate cartridge design, and a universal sample to answer system that performs qPCR, sample preparation and sample to answer protocols in one box depending on the cartridge.
As per best of our knowledge the cost of this technology is much lower than any other option in its class. The sample to answer instrument is expected to cost less than 5. The performance is not compromised. We hope that this work can help bring a transformative change in the practice of pathology especially in the developing world.</p
Digital CMOS ISFET architectures and algorithmic methods for point-of-care diagnostics
Over the past decade, the surge of infectious diseases outbreaks across the globe is redefining how healthcare is provided and delivered to patients, with a clear trend towards distributed diagnosis at the Point-of-Care (PoC). In this context, Ion-Sensitive Field Effect Transistors (ISFETs) fabricated on standard CMOS technology have emerged as a promising solution to achieve a precise, deliverable and inexpensive platform that could be deployed worldwide to provide a rapid diagnosis of infectious diseases. This thesis presents advancements for the future of ISFET-based PoC diagnostic platforms, proposing and implementing a set of hardware and software methodologies to overcome its main challenges and enhance its sensing capabilities.
The first part of this thesis focuses on novel hardware architectures that enable direct integration with computational capabilities while providing pixel programmability and adaptability required to overcome pressing challenges on ISFET-based PoC platforms. This section explores oscillator-based ISFET architectures, a set of sensing front-ends that encodes the chemical information on the duty cycle of a PWM signal. Two initial architectures are proposed and fabricated in AMS 0.35um, confirming multiple degrees of programmability and potential for multi-sensing. One of these architectures is optimised to create a dual-sensing pixel capable of sensing both temperature and chemical information on the same spatial point while modulating this information simultaneously on a single waveform. This dual-sensing capability, verified in silico using TSMC 0.18um process, is vital for DNA-based diagnosis where protocols such as LAMP or PCR require precise thermal control.
The COVID-19 pandemic highlighted the need for a deliverable diagnosis that perform nucleic acid amplification tests at the PoC, requiring minimal footprint by integrating sensing and computational capabilities. In response to this challenge, a paradigm shift is proposed, advocating for integrating all elements of the portable diagnostic platform under a single piece of silicon, realising a ``Diagnosis-on-a-Chip". This approach is enabled by a novel Digital ISFET Pixel that integrates both ADC and memory with sensing elements on each pixel, enhancing its parallelism. Furthermore, this architecture removes the need for external instrumentation or memories and facilitates its integration with computational capabilities on-chip, such as the proposed ARM Cortex M3 system.
These computational capabilities need to be complemented with software methods that enable sensing enhancement and new applications using ISFET arrays. The second part of this thesis is devoted to these methods. Leveraging the programmability capabilities available on oscillator-based architectures, various digital signal processing algorithms are implemented to overcome the most urgent ISFET non-idealities, such as trapped charge, drift and chemical noise. These methods enable fast trapped charge cancellation and enhanced dynamic range through real-time drift compensation, achieving over 36 hours of continuous monitoring without pixel saturation.
Furthermore, the recent development of data-driven models and software methods open a wide range of opportunities for ISFET sensing and beyond. In the last section of this thesis, two examples of these opportunities are explored: the optimisation of image compression algorithms on chemical images generated by an ultra-high frame-rate ISFET array; and a proposed paradigm shift on surface Electromyography (sEMG) signals, moving from data-harvesting to information-focused sensing. These examples represent an initial step forward on a journey towards a new generation of miniaturised, precise and efficient sensors for PoC diagnostics.Open Acces
Microfluidic technologies for genomic interrogation of mycobacterium tuberculosis clinical isolates using the polymerase chain reaction (PCR) and high resolution melting analysis (HRMA).
Master of Medical Science in Medical Microbiology. University of KwaZulu-Natal, Medical School 2015.Background: A number of Mycobacterium tuberculosis (Mtb) genes have been shown to be under positive selection pressure in the presence of anti-TB therapy. This results in the selection of drug resistant phenotypes associated with genetic changes—which can be point mutations, deletions and/or insertions. Some mutations from multiple genes have been documented to be associated with reduced susceptibility to anti-TB drugs such as rifampicin, ethambutol, carpreomycin and fluoroquinolones. The list is continuously updated as new mutations are discovered and validated. In principle therefore, there is an urgent need to design robust molecular diagnostics and more efficacious therapeutic strategies that are able to indicate diverse genetic mechanisms behind drug resistance in individual isolates
Materials and Methods: We used the LightForge system we developed at K-RITH. This LightForge system is a fluorescence detection based, highly scalable microfluidic platform. It interrogates Mycobacterium tuberculosis strains using Real-Time PCR and High Resolution Melt Analysis (HRMA) on a chip.
Results and Discussion: We have used this LightForge system to identify clinical Mtb strains resistant to rifampicin—a frontline drug used to treat tuberculosis, relative to a susceptible strain H37RV, based on mutations in the rpoB gene. This system has the potential to contribute towards a low-cost solution to diagnosis of multidrug resistant tuberculosis—a current critical global healthcare challenge. The interrogation of clinical Mtb isolates—including R35, KZN 605 and Tkk 01-062—using the LightForge system has detected mutations linked to rifampicin resistance including single nucleotide polymorphisms (SNPs) in a congruous manner with commercial systems.
Conclusions: In preparation for diagnosis of clinical samples, this LightForge approach is now being expanded to incorporate detection of genetic markers linked with resistance to other TB drugs that include fluoroquinolones and isoniazid based on mutations in gyrA, katG and Mab-inhA regions of the Mtb genome. The scalability of LightForge can also be harnessed to conduct digital PCR (dPCR), a critical tool for detecting genetic heterogeneity in Mtb
Kinetic vasculogenic analyses of endothelial colony forming cells exposed to intrauterine diabetes
Indiana University-Purdue University Indianapolis (IUPUI)Vasculogenesis is a complex process by which endothelial stem and progenitor cells
undergo de novo vessel formation. Quantitative assessment of vasculogenesis is a central
readout of endothelial progenitor cell functionality. However, current assays lack kinetic
measurements. To address this issue, new approaches were developed to quantitatively
assess in vitro endothelial colony forming cell (ECFC) network formation in real
time. Eight parameters of network structure were quantified using novel Kinetic Analysis
of Vasculogenesis (KAV) software. KAV assessment of structure complexity identified
two phases of network formation. This observation guided the development of additional
vasculogenic readouts, including a tissue cytometry approach to quantify the frequency
and localization of dividing ECFCs within cell networks. Additionally, FIJI TrackMate was
used to quantify ECFC displacement and speed at the single cell level during network
formation. These novel approaches were then applied to determine how intrauterine
exposure to maternal type 2 diabetes mellitus (T2DM) impairs fetal ECFC vasculogenesis,
and whether increased Transgelin 1 (TAGLN) expression in ECFCs from pregnancies
complicated by gestational diabetes (GDM) was sufficient to impair vasculogenesis. Fetal
ECFCs exposed to maternal T2DM formed fewer initial network structures, which were
not stable over time. Correlation analyses identified that ECFC samples with greater
division in branches formed fewer closed network structures and that reductions in ECFC
movement decreased structural connectivity. To identify specific cellular mechanisms and
signaling pathways altered in ECFCs following intrauterine GDM exposure, these new
techniques were also applied in TAGLN expression studies. Similarly, ECFCs from GDM pregnancies and ECFCs overexpressing TAGLN exhibited impaired vasculogenesis and
decreased migration. Both ECFCs from GDM pregnancies as well as ECFCs over
expressing TAGLN exhibited increased phosphorylation of myosin light chain. Reduction
of myosin light chain phosphorylation via Rho kinase inhibition increased ECFC migration;
therefore, increased TAGLN was sufficient to impair ECFC vasculogenic function. Overall,
identification of these novel phenotypes provides evidence for the molecular mechanisms
contributing to aberrant ECFC vasculogenesis. Determining how intrauterine exposure to
maternal T2DM and GDM alters fetal ECFC function will enable greater understanding of
the chronic vascular pathologies observed in children from pregnancies complicated by
diabetes mellitus
Automation of DNA computing readout method based on real-time PCR implemented on DNA engine opticon 2 system
Previously, an automation of a DNA computing readout method for the Hamiltonian Path Problem (HPP) has been implemented based on LightCycler System. In this study, a similar readout approach is implemented based on DNA Engine Opticon 2 System. The readout approach consists of two steps: real-time amplification in vitro using TaqMan-based real-time PCR, followed by an in silico phase. The in silico phase consists of a data clustering algorithm and an information processing to extract the Hamiltonian path after the TaqMan \YES and \NO reactions have been identified. The result indicates that the automation of DNA computing readout method can be efficiently implemented on DNA Engine Opticon 2 System
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Laboratory Directed Research and Development Program FY 2004 Annual Report
The Oak Ridge National Laboratory (ORNL) Laboratory Directed Research and Development (LDRD) Program reports its status to the U.S. Department of Energy (DOE) in March of each year. The program operates under the authority of DOE Order 413.2A, 'Laboratory Directed Research and Development' (January 8, 2001), which establishes DOE's requirements for the program while providing the Laboratory Director broad flexibility for program implementation. LDRD funds are obtained through a charge to all Laboratory programs. This report describes all ORNL LDRD research activities supported during FY 2004 and includes final reports for completed projects and shorter progress reports for projects that were active, but not completed, during this period. The FY 2004 ORNL LDRD Self-Assessment (ORNL/PPA-2005/2) provides financial data about the FY 2004 projects and an internal evaluation of the program's management process. ORNL is a DOE multiprogram science, technology, and energy laboratory with distinctive capabilities in materials science and engineering, neutron science and technology, energy production and end-use technologies, biological and environmental science, and scientific computing. With these capabilities ORNL conducts basic and applied research and development (R&D) to support DOE's overarching national security mission, which encompasses science, energy resources, environmental quality, and national nuclear security. As a national resource, the Laboratory also applies its capabilities and skills to the specific needs of other federal agencies and customers through the DOE Work For Others (WFO) program. Information about the Laboratory and its programs is available on the Internet at <http://www.ornl.gov/>. LDRD is a relatively small but vital DOE program that allows ORNL, as well as other multiprogram DOE laboratories, to select a limited number of R&D projects for the purpose of: (1) maintaining the scientific and technical vitality of the Laboratory; (2) enhancing the Laboratory's ability to address future DOE missions; (3) fostering creativity and stimulating exploration of forefront science and technology; (4) serving as a proving ground for new research; and (5) supporting high-risk, potentially high-value R&D. Through LDRD the Laboratory is able to improve its distinctive capabilities and enhance its ability to conduct cutting-edge R&D for its DOE and WFO sponsors. To meet the LDRD objectives and fulfill the particular needs of the Laboratory, ORNL has established a program with two components: the Director's R&D Fund and the Seed Money Fund. As outlined in Table 1, these two funds are complementary. The Director's R&D Fund develops new capabilities in support of the Laboratory initiatives, while the Seed Money Fund is open to all innovative ideas that have the potential for enhancing the Laboratory's core scientific and technical competencies. Provision for multiple routes of access to ORNL LDRD funds maximizes the likelihood that novel and seminal ideas with scientific and technological merit will be recognized and supported
Microfluidics for Biosensing
There are 12 papers published with 8 research articles, 3 review articles and 1 perspective. The topics cover: Biomedical microfluidics Lab-on-a-chip Miniaturized systems for chemistry and life science (MicroTAS) Biosensor development and characteristics Imaging and other detection technologies Imaging and signal processing Point-of-care testing microdevices Food and water quality testing and control We hope this collection could promote the development of microfluidics and point-of-care testing (POCT) devices for biosensing