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1.
J Biol Chem ; 296: 100100, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33208460

RESUMO

Normal human cells can either synthesize cholesterol or take it up from lipoproteins to meet their metabolic requirements. In some malignant cells, de novo cholesterol synthesis genes are transcriptionally silent or mutated, meaning that cholesterol uptake from lipoproteins is required for survival. Recent data suggest that lymphoma cells dependent upon lipoprotein-mediated cholesterol uptake are also subject to ferroptosis, an oxygen- and iron-dependent cell death mechanism triggered by accumulation of oxidized lipids in cell membranes unless the lipid hydroperoxidase, glutathione peroxidase 4 (GPX4), reduces these toxic lipid species. To study mechanisms linking cholesterol uptake with ferroptosis and determine the potential role of the high-density lipoprotein (HDL) receptor as a target for cholesterol depleting therapy, we treated lymphoma cell lines known to be sensitive to the reduction of cholesterol uptake with HDL-like nanoparticles (HDL NPs). HDL NPs are a cholesterol-poor ligand that binds to the receptor for cholesterol-rich HDLs, scavenger receptor type B1 (SCARB1). Our data reveal that HDL NP treatment activates a compensatory metabolic response in treated cells toward increased de novo cholesterol synthesis, which is accompanied by nearly complete reduction in expression of GPX4. As a result, oxidized membrane lipids accumulate, leading to cell death through a mechanism consistent with ferroptosis. We obtained similar results in vivo after systemic administration of HDL NPs in mouse lymphoma xenografts and in primary samples obtained from patients with lymphoma. In summary, targeting SCARB1 with HDL NPs in cholesterol uptake-addicted lymphoma cells abolishes GPX4, resulting in cancer cell death by a mechanism consistent with ferroptosis.


Assuntos
Colesterol/metabolismo , Ferroptose , Linfoma/metabolismo , Animais , Colesterol/genética , Humanos , Células Jurkat , Linfoma/genética , Linfoma/patologia , Camundongos , Camundongos SCID , Proteínas de Neoplasias/metabolismo , Oxirredução , Fosfolipídeo Hidroperóxido Glutationa Peroxidase/genética , Fosfolipídeo Hidroperóxido Glutationa Peroxidase/metabolismo , Receptores Depuradores Classe B/genética , Receptores Depuradores Classe B/metabolismo , Células U937
2.
Nanomedicine ; 30: 102290, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32798731

RESUMO

CpG oligodeoxynucleotides (CpGs) can induce an anti-tumor immune response, but also uniquely cause direct lymphoma cytotoxicity. To improve the delivery and efficacy of CpGs, we utilized a tri-ethylene modified CpG conjugated gold nanoparticle (tmCpG NP) platform that is compatible with both class B and class C CpGs, to treat various types of lymphoma, including diffuse large B cell lymphoma, high-grade lymphoma, Burkitt's lymphoma, and mantle cell lymphoma. Both classes of tmCpG NPs reduced viability of human and murine lymphoma cells via apoptosis compared with free CpGs, while having no toxic effects on dendritic cells. TmCpG NPs increased CD19, CD20, and OX40 expression on the lymphoma cells. Overall, we introduced a stable tmCpG NP design that has significant anti-lymphoma effects.


Assuntos
Ilhas de CpG , Ouro/química , Linfoma/tratamento farmacológico , Nanopartículas Metálicas/química , Polietilenoglicóis/química , Animais , Apoptose , Proliferação de Células , Humanos , Linfoma/patologia , Nanopartículas Metálicas/administração & dosagem , Camundongos , Camundongos Endogâmicos BALB C , Ensaios Antitumorais Modelo de Xenoenxerto
3.
J Nanobiotechnology ; 14: 24, 2016 Mar 31.
Artigo em Inglês | MEDLINE | ID: mdl-27029613

RESUMO

BACKGROUND: Gold nanoparticles (AuNPs) have shown great promise as scaffolds for gene therapy vectors due to their attractive physiochemical properties which include biocompatibility, ease of functionalization via the nearly covalent gold-sulfur dative bond, and surface plasmon optical properties. Previously, we synthesized stable AuNP-polyamidoamine (AuPAMAM) conjugates and showed their success in vitro as non-viral gene delivery vectors. RESULTS: In this study, we systematically perturbed each component of the AuPAMAM conjugates and analyzed the resulting effect on transfection efficiency. Due to the modular, bottom-up nature of the AuPAMAM synthesis, we were able to probe each step of the fabrication process. The relationship between each conjugation parameter and the function of the final vector were investigated. More than fourfold enhanced transfection efficiency was achieved by modifying the PAMAM concentration, PAMAM core chemistry, PAMAM terminus chemistry, and self-assembled monolayer composition of the AuPAMAM conjugates. CONCLUSIONS: This work suggest that AuPAMAM synthesis platform is a promising non-viral gene therapy approach and highlights the importance of inspecting the role of each individual constituent in all nanotechnology hybrid materials.


Assuntos
Dendrímeros/química , Ouro/química , Nanopartículas Metálicas/química , Materiais Biocompatíveis/química , Nanotecnologia/métodos , Propriedades de Superfície , Transfecção/métodos
4.
Small ; 11(12): 1453-1459, 2015 Mar 25.
Artigo em Inglês | MEDLINE | ID: mdl-25354691

RESUMO

Gold nanoparticles (AuNPs) are promising vehicles for cancer immunotherapy, with demonstrated efficacy in immune delivery and innate cell stimulation. Nevertheless, their potential has yet to be assessed in the in vivo application of peptide cancer vaccines. In this study, it is hypothesized that the immune distribution and adjuvant qualities of AuNPs could be leveraged to facilitate delivery of the ovalbumin (OVA) peptide antigen and the CpG adjuvant and enhance their therapeutic effect in a B16-OVA tumor model. AuNP delivery of OVA (AuNP-OVA) and of CpG (AuNP-CpG) enhanced the efficacy of both agents and induced strong antigen-specific responses. In addition, it is found that AuNP-OVA delivery alone, without CpG, is sufficient to promote significant antigen-specific responses, leading to subsequent anti-tumor activity and prolonged survival in both prophylactic and therapeutic in vivo tumor models. This enhanced therapeutic efficacy is likely due to the adjuvant effect of peptide coated AuNPs, as they induce inflammatory cytokine release when cultured with bone marrow dendritic cells. Overall, AuNP-mediated OVA peptide delivery can produce significant therapeutic benefits without the need of adjuvant, indicating that AuNPs are effective peptide vaccine carriers with the potential to permit the use of lower and safer adjuvant doses during vaccination.


Assuntos
Vacinas Anticâncer/administração & dosagem , Ouro/química , Nanocápsulas/química , Neoplasias Experimentais/imunologia , Neoplasias Experimentais/prevenção & controle , Vacinas de Subunidades Antigênicas/administração & dosagem , Animais , Vacinas Anticâncer/química , Linhagem Celular Tumoral , Difusão , Humanos , Nanopartículas Metálicas/química , Camundongos , Nanocápsulas/ultraestrutura , Tamanho da Partícula , Resultado do Tratamento , Vacinas de Subunidades Antigênicas/química
5.
Small ; 10(16): 3246-51, 2014 Aug 27.
Artigo em Inglês | MEDLINE | ID: mdl-24729414

RESUMO

Designed and fabrication of a novel magnetic hollow gold nanoshell complexes that incorporates iron oxide nanoparticles in the hollow interior. The combined effect of the smaller IONPs improved the overall magnetic properties of the design and MRI contrast capability. The overall complex could be synthesized in the range of 60-80 nm in diameter while still having a plasmonic peak in the near infrared region.


Assuntos
Óxido Ferroso-Férrico/química , Ouro/química , Hipertermia Induzida/métodos , Imageamento por Ressonância Magnética/métodos , Nanoconchas/química , Prata/química , Microscopia Eletrônica de Transmissão
6.
Small ; 10(4): 812-9, 2014 Feb 26.
Artigo em Inglês | MEDLINE | ID: mdl-24115675

RESUMO

Gold nanoparticles (AuNP) have been widely used for drug delivery and have recently been explored for applications in cancer immunotherapy. Although AuNPs are known to accumulate heavily in the spleen, the particle distribution within immune cells has not been thoroughly studied. Here, cellular distribution of Cy5 labeled 50 nm AuNPs is characterized within the immune populations of the spleen from naïve and tumor bearing mice using flow cytometry. Surprisingly, approximately 30% of the detected AuNPs are taken up by B cells at 24 h, with about 10% in granulocytes, 18% in dendritic cells, and 8% in T cells. In addition, 3% of the particles are detected within myeloid derived suppressor cells, an immune suppressive population that could be targeted for cancer immunotherapy. Furthermore, it is observed that, over time, the particles traveled from the red pulp and marginal zone to the follicles of the spleen. Taking into consideration that the particle cellular distribution does not change at 1, 6 and 24 h, it is highly suggestive that the immune populations carry the particles and migrate through the spleen instead of the particles migrating through the tissue by cell-cell transfer. Finally, no difference is observed in particle distribution between naïve and tumor bearing mice in the spleen, and nanoparticles are detected within 0.7% of dendritic cells of the tumor microenvironment. Overall, these results can help inform and influence future AuNP delivery design criteria including future applications for nanoparticle-mediated immunotherapy.


Assuntos
Ouro/metabolismo , Leucócitos/citologia , Leucócitos/metabolismo , Melanoma Experimental/imunologia , Melanoma Experimental/patologia , Nanopartículas Metálicas/química , Animais , Linfócitos B/metabolismo , Antígeno CD11c/metabolismo , Citometria de Fluxo , Injeções Intravenosas , Camundongos Endogâmicos C57BL , Baço/metabolismo , Microambiente Tumoral
8.
Anal Chem ; 85(9): 4567-77, 2013 May 07.
Artigo em Inglês | MEDLINE | ID: mdl-23550512

RESUMO

This article describes the utilization of laminar microflows for time-resolved emission measurements with steady-state excitation and detection. Passing a laminar flow through a short illuminated section of a microchannel provided a means for pulsed-like photoexcitation of the moieties carried by the fluid. Imaging the microchannel flows carrying thus photoexcited chelates of lanthanide ions allowed us to extract their excited-state lifetimes from the spatial distribution of the changes in the emission intensity. The lifetime values obtained using this space-domain approach agreed well with the lifetimes from time-domain measurements. This validated space-domain microfluidic approach reveals a means for miniaturization of time-resolved emission spectroscopy.


Assuntos
Quelantes/química , Európio/química , Técnicas Analíticas Microfluídicas , Ácidos Picolínicos/química , Térbio/química , Quelantes/síntese química , Técnicas Analíticas Microfluídicas/instrumentação , Microscopia de Fluorescência , Fatores de Tempo
9.
J Clin Invest ; 133(13)2023 07 03.
Artigo em Inglês | MEDLINE | ID: mdl-37395274

RESUMO

The study of the cellular and molecular microenvironment in B cell lymphoma, especially diffuse large B cell lymphoma (DLBCL), has led to prognostic and therapeutic algorithms that may improve patient outcomes. Emerging gene signature panels provide a granular understanding of DLBCL based on the immune tumor microenvironment (iTME). In addition, some gene signatures identify lymphomas that are more responsive to immune-based treatment, indicating that the iTME has a biological signature that could affect outcomes when targeted. In this issue of the JCI, Apollonio et al. report on fibroblastic reticular cells (FRCs) as potential targets in aggressive lymphoma. FRCs interacted with lymphoma cells and induced a state of chronic inflammation that suppressed immune function by impeding optimal T cell migration and inhibiting CD8+ T cell lytic function. These findings suggest that manipulating the iTME by directly targeting FRCs may enhance responses to immunotherapy in DLBCL.


Assuntos
Linfoma Difuso de Grandes Células B , Microambiente Tumoral , Humanos , Linfoma Difuso de Grandes Células B/patologia , Linfócitos/patologia , Linfócitos T CD8-Positivos , Prognóstico
10.
Curr Biol ; 33(12): 2574-2581.e3, 2023 06 19.
Artigo em Inglês | MEDLINE | ID: mdl-37285843

RESUMO

The vertebrate spine is a metameric structure composed of alternating vertebral bodies (centra) and intervertebral discs.1 Recent studies in zebrafish have shown that the epithelial sheath surrounding the notochord differentiates into alternating cartilage-like (col2a1/col9a2+) and mineralizing (entpd5a+) segments which serve as a blueprint for centra formation.2,3,4,5 This process also defines the trajectories of migrating sclerotomal cells that form the mature vertebral bodies.4 Previous work demonstrated that notochord segmentation is typically sequential and involves the segmented activation of Notch signaling.2 However, it is unclear how Notch is activated in an alternating and sequential fashion. Furthermore, the molecular components that define segment size, regulate segment growth, and produce sharp segment boundaries have not been identified. In this study, we uncover that a BMP signaling wave acts upstream of Notch during zebrafish notochord segmentation. Using genetically encoded reporters of BMP activity and signaling pathway components, we show that BMP signaling is dynamic as axial patterning progresses, leading to the sequential formation of mineralizing domains in the notochord sheath. Genetic manipulations reveal that type I BMP receptor activation is sufficient to ectopically trigger Notch signaling. Moreover, loss of Bmpr1ba and Bmpr1aa or Bmp3 function disrupts ordered segment formation and growth, which is recapitulated by notochord-specific overexpression of the BMP antagonist, Noggin3. Our data suggest that BMP signaling in the notochord sheath precedes Notch activation and instructs segment growth, facilitating proper spine morphogenesis.


Assuntos
Notocorda , Peixe-Zebra , Animais , Peixe-Zebra/fisiologia , Padronização Corporal/fisiologia , Coluna Vertebral , Transdução de Sinais , Regulação da Expressão Gênica no Desenvolvimento
11.
Immunotargets Ther ; 11: 1-10, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35237537

RESUMO

Classical Hodgkin lymphoma is biologically different than other lymphomas. The cancer cells only occupy a small amount of the lymph node and evade the immune system by amplification of PD-L1 and PD-L2. Therefore, checkpoint inhibitors are a logical treatment option for Hodgkin lymphoma patients to unlock the immune system. Checkpoint inhibitors have shown high response rates in clinical trials in advanced-stage Hodgkin lymphoma. The two most commonly used checkpoint inhibitors are pembrolizumab and nivolumab, both FDA approved as third-line therapy. There is increasing interest in the use of checkpoint inhibitors with combination chemotherapy or with other targeted agents in the second-line or even frontline setting. In this review, we will highlight the clinical trials that led to approvals of checkpoint inhibitors for Hodgkin lymphoma.

12.
Blood Adv ; 6(15): 4581-4592, 2022 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-35687489

RESUMO

In preclinical studies, we investigated a novel mechanism of in situ vaccination in lymphoma. Radiation therapy (RT) can induce abscopal responses in lymphoma models, but this has not translated into clinical efficacy. We hypothesized that immune stimulation with cytosine guanine dinucleotide (CpG) deoxynucleotides could enhance abscopal effects induced by RT or photothermal therapy (PTT), which has been shown to have an immune stimulatory effect in solid tumors but has not been studied in lymphoma. We designed a branched gold nanoparticle (NP) platform to carry CpG deoxynucleotides while maintaining PTT function and compared the immunologic profile of the tumor microenvironment after PTT or RT in a dual-flank lymphoma model. One flank was treated with CpG deoxynucleotides with RT or PTT, and the other tumor was left untreated. We found that the CpG deoxynucleotide/PTT group had significant reduction in growth in both treated (primary) and untreated (secondary) tumors, suggesting an improved abscopal response, with a concomitant increase in CD8/CD4 and cytotoxic T-cell/regulatory T-cell ratios in both primary and secondary tumors compared with CpG deoxynucleotides/RT. Dendritic cells in primary and secondary draining lymph nodes had increased maturation markers in the CpG deoxynucleotide/PTT group, and the effector memory T cells (both CD4 and CD8) in the secondary tumor and spleen were increased, suggesting a systemic vaccination effect. These data suggest that in a lymphoma model, PTT using a CpG deoxynucleotide NP platform resulted in enhanced in situ vaccination and abscopal response compared with RT.


Assuntos
Nanopartículas Metálicas , Neoplasias , Ouro , Humanos , Imunidade , Nanopartículas Metálicas/uso terapêutico , Terapia Fototérmica , Microambiente Tumoral
13.
Artigo em Inglês | MEDLINE | ID: mdl-34318306

RESUMO

Necrotizing enterocolitis (NEC) is a life-threatening intestinal disease that primarily affects preterm infants during their first weeks after birth. Mortality rates associated with NEC are 15-30%, and surviving infants are susceptible to multiple serious, long-term complications. The disease is sporadic and, with currently available tools, unpredictable. We are creating an early warning system that uses stool microbiome features, combined with clinical and demographic information, to identify infants at high risk of developing NEC. Our approach uses a multiple instance learning, neural network-based system that could be used to generate daily or weekly NEC predictions for premature infants. The approach was selected to effectively utilize sparse and weakly annotated datasets characteristic of stool microbiome analysis. Here we describe initial validation of our system, using clinical and microbiome data from a nested case-control study of 161 preterm infants. We show receiver-operator curve areas above 0.9, with 75% of dominant predictive samples for NEC-affected infants identified at least 24 hours prior to disease onset. Our results pave the way for development of a real-time early warning system for NEC using a limited set of basic clinical and demographic details combined with stool microbiome data.

14.
EJHaem ; 1(2): 596-600, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33043320

RESUMO

Ibrutinib, a known Burton's tyrosine kinase (BTK) and interleukin-2 inducible T-cell kinase (ITK) inhibitor, is used for the treatment of B-cell disorders (chronic lymphocytic leukemia [CLL] and various other lymphomas) and chronic graft versus host disease following allogeneic hematopoietic cell transplantation. Because it is considered an immunosuppressant, continuation of ibrutinib is often debated when patients have an active infection, and this becomes an especially difficult decision in the setting of coronavirus disease 2019 (COVID-19). Here, we describe a patient with CLL who was on ibrutinib then developed severe COVID-19 infection requiring mechanical ventilation. We elected to continue ibrutinib the same day he was intubated, reasoning that BTK inhibition in myeloid immune cells has been shown to reduce or even reverse influenza-mediated acute lung injury and that ITK inhibition in T cells has correlated with reduction in viral replication, and therefore may have an advantage in this setting. Ibrutinib also has been shown to block Src family kinases, which potentially could result in reduction of viral entry and the inflammatory cytokine response in the lungs. The patient was extubated after 9 days with a complex hospital course and eventually discharged on room air. The only way to rationally inform these decisions and explore similar potentially promising leads in this pandemic is to conduct carefully done clinical trials.

15.
Blood Adv ; 3(19): 2905-2910, 2019 10 08.
Artigo em Inglês | MEDLINE | ID: mdl-31594764

RESUMO

Moxetumomab pasudotox (MP) is an immunotoxin that recently received US Food and Drug Administration (FDA) approval for the treatment of hairy cell leukemia (HCL) that has failed at least 2 prior lines of therapy, including a purine analog. MP is a recombinant immunotoxin that consists of an anti-CD22 immunoglobulin variable domain genetically joined to Pseudomonas exotoxin (PE38). Unlike most antibody-drug conjugates, which use a chemical linker, recombinant DNA techniques are used to produce MP. MP and its predecessor, BL22, were initially developed to treat non-Hodgkin lymphoma, acute lymphoblastic leukemia, and HCL. However, MP was found to be particularly effective in HCL due to the high level of CD22 cell-surface expression. The recent pivotal phase 3 trial of MP in relapsed/refractory HCL demonstrated a durable complete remission rate of 30%, and 85% of complete responders achieved minimal residual disease negativity, which is associated with improved disease-free survival outcomes in HCL. In addition to an exceptional depth of response, MP appears to be less immunosuppressive than purine analogs. MP is generally well tolerated but has unique toxicities, including capillary leak syndrome and hemolytic uremic syndrome, which are poorly understood. This review will encompass the preclinical and clinical development of MP, with particular attention to its current indication in HCL.


Assuntos
Antineoplásicos/uso terapêutico , Toxinas Bacterianas/uso terapêutico , Exotoxinas/uso terapêutico , Leucemia de Células Pilosas/tratamento farmacológico , Antineoplásicos/farmacologia , Toxinas Bacterianas/farmacologia , Intervalo Livre de Doença , Exotoxinas/farmacologia , Humanos , Leucemia de Células Pilosas/mortalidade , Estados Unidos , United States Food and Drug Administration
17.
Am Soc Clin Oncol Educ Book ; 38: 592-603, 2018 May 23.
Artigo em Inglês | MEDLINE | ID: mdl-30231316

RESUMO

Immune-based treatment strategies, such as checkpoint inhibition and chimeric antigen receptor (CAR) T cells, have started a new frontier for treatment in non-Hodgkin lymphoma (NHL). Checkpoint inhibition has been most successful in Hodgkin lymphoma, where higher expression of PD-L1 is correlated with better overall response rate. Combinations of checkpoint inhibition with various chemotherapy or biologics are in clinical trials, with initially promising results and manageable safety profiles. CAR T-cell therapies that target CD19 are a promising and attractive therapy for B-cell NHLs, with a product approved by the US Food and Drug Administration in 2017. Changes in the target, hinge, or costimulatory domain can dramatically alter the persistence and efficacy of the CAR T cells. The ZUMA trials from Kite used CD19-(CD28z) CAR T cells, whereas the TRANSCEND studies from Juno and the JULIET studies from Novartis used CD19-(4-1BBz) CARs. Despite the recent successes with CAR T-cell clinical trials, major concerns associated with this therapy include cytokine release syndrome, potential neurotoxicities, B-cell aplasia, loss of tumor antigen leading to relapse, and cost and accessibility of the treatment. Although first-generation CAR T-cell therapies have failed in solid malignancies, newer second- and third-generation CAR T cells that target antigens other than CD19 (such as mesothelin or B-cell maturation antigen) are being studied in clinical trials for treatment of lung cancer or multiple myeloma. Overall, immune-based treatment strategies have given oncologists and patients hope when there used to be none, as well as a new basket of tools yet to come with further research and development.


Assuntos
Terapia Baseada em Transplante de Células e Tecidos/métodos , Imunoterapia Adotiva/métodos , Linfoma não Hodgkin/tratamento farmacológico , Humanos , Linfoma não Hodgkin/patologia
19.
Nanoscale Res Lett ; 11(1): 303, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27316744

RESUMO

When plasmonic nanoparticles (NPs) are internalized by cells and agglomerate within intracellular vesicles, their optical spectra can shift and broaden as a result of plasmonic coupling of NPs in close proximity to one another. For such optical changes to be accounted for in the design of plasmonic NPs for light-based biomedical applications, quantitative design relationships between designable factors and spectral shifts need to be established. Here we begin building such a framework by investigating how functionalization of gold NPs (AuNPs) with biocompatible poly(ethylene) glycol (PEG), and the serum conditions in which the NPs are introduced to cells impact the optical changes exhibited by NPs in a cellular context. Utilizing darkfield hyperspectral imaging, we find that PEGylation decreases the spectral shifting and spectral broadening experienced by 100 nm AuNPs following uptake by Sk-Br-3 cells, but up to a 33 ± 12 nm shift in the spectral peak wavelength can still occur. The serum protein-containing biological medium also modulates the spectral changes experienced by cell-exposed NPs through the formation of a protein corona on the surface of NPs that mediates NP interactions with cells: PEGylated AuNPs exposed to cells in serum-free conditions experience greater spectral shifts than in serum-containing environments. Moreover, increased concentrations of serum (10, 25, or 50 %) result in the formation of smaller intracellular NP clusters and correspondingly reduced spectral shifts after 5 and 10 h NP-cell exposure. However, after 24 h, NP cluster size and spectral shifts are comparable and become independent of serum concentration. By elucidating the impact of PEGylation and serum concentration on the spectral changes experienced by plasmonic NPs in cells, this study provides a foundation for the optical engineering of plasmonic NPs for use in biomedical environments.

20.
Sci Adv ; 2(9): e1600025, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27704040

RESUMO

Early identification of pathogens is essential for limiting development of therapy-resistant pathogens and mitigating infectious disease outbreaks. Most bacterial detection schemes use target-specific probes to differentiate pathogen species, creating time and cost inefficiencies in identifying newly discovered organisms. We present a novel universal microbial diagnostics (UMD) platform to screen for microbial organisms in an infectious sample, using a small number of random DNA probes that are agnostic to the target DNA sequences. Our platform leverages the theory of sparse signal recovery (compressive sensing) to identify the composition of a microbial sample that potentially contains novel or mutant species. We validated the UMD platform in vitro using five random probes to recover 11 pathogenic bacteria. We further demonstrated in silico that UMD can be generalized to screen for common human pathogens in different taxonomy levels. UMD's unorthodox sensing approach opens the door to more efficient and universal molecular diagnostics.


Assuntos
Bactérias/genética , Sondas de DNA/genética , DNA Bacteriano/genética , Infecções/diagnóstico , Bactérias/isolamento & purificação , Bactérias/patogenicidade , DNA Bacteriano/classificação , Humanos , Infecções/genética , Infecções/microbiologia , Reação em Cadeia da Polimerase
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