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1.
Nature ; 626(7998): 327-334, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38109939

RESUMO

The pulp and paper industry is an important contributor to global greenhouse gas emissions1,2. Country-specific strategies are essential for the industry to achieve net-zero emissions by 2050, given its vast heterogeneities across countries3,4. Here we develop a comprehensive bottom-up assessment of net greenhouse gas emissions of the domestic paper-related sectors for 30 major countries from 1961 to 2019-about 3.2% of global anthropogenic greenhouse gas emissions from the same period5-and explore mitigation strategies through 2,160 scenarios covering key factors. Our results show substantial differences across countries in terms of historical emissions evolution trends and structure. All countries can achieve net-zero emissions for their pulp and paper industry by 2050, with a single measure for most developed countries and several measures for most developing countries. Except for energy-efficiency improvement and energy-system decarbonization, tropical developing countries with abundant forest resources should give priority to sustainable forest management, whereas other developing countries should pay more attention to enhancing methane capture rate and reducing recycling. These insights are crucial for developing net-zero strategies tailored to each country and achieving net-zero emissions by 2050 for the pulp and paper industry.


Assuntos
Agricultura Florestal , Efeito Estufa , Gases de Efeito Estufa , Indústrias , Internacionalidade , Papel , Desenvolvimento Sustentável , Madeira , Efeito Estufa/prevenção & controle , Efeito Estufa/estatística & dados numéricos , Gases de Efeito Estufa/análise , Gases de Efeito Estufa/isolamento & purificação , Indústrias/legislação & jurisprudência , Indústrias/estatística & dados numéricos , Metano/análise , Metano/isolamento & purificação , Reciclagem/estatística & dados numéricos , Reciclagem/tendências , Países Desenvolvidos , Países em Desenvolvimento , Florestas , Agricultura Florestal/métodos , Agricultura Florestal/tendências , Desenvolvimento Sustentável/tendências , Clima Tropical
2.
Cell ; 159(4): 940-54, 2014 Nov 06.
Artigo em Inglês | MEDLINE | ID: mdl-25417167

RESUMO

Synthetic gene networks have wide-ranging uses in reprogramming and rewiring organisms. To date, there has not been a way to harness the vast potential of these networks beyond the constraints of a laboratory or in vivo environment. Here, we present an in vitro paper-based platform that provides an alternate, versatile venue for synthetic biologists to operate and a much-needed medium for the safe deployment of engineered gene circuits beyond the lab. Commercially available cell-free systems are freeze dried onto paper, enabling the inexpensive, sterile, and abiotic distribution of synthetic-biology-based technologies for the clinic, global health, industry, research, and education. For field use, we create circuits with colorimetric outputs for detection by eye and fabricate a low-cost, electronic optical interface. We demonstrate this technology with small-molecule and RNA actuation of genetic switches, rapid prototyping of complex gene circuits, and programmable in vitro diagnostics, including glucose sensors and strain-specific Ebola virus sensors.


Assuntos
Sistema Livre de Células , Redes Reguladoras de Genes , Técnicas In Vitro , Ebolavirus/classificação , Ebolavirus/genética , Conformação de Ácido Nucleico , Papel , Biologia Sintética
3.
Nature ; 587(7835): 588-593, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-33239800

RESUMO

The quantum spin properties of nitrogen-vacancy defects in diamond enable diverse applications in quantum computing and communications1. However, fluorescent nanodiamonds also have attractive properties for in vitro biosensing, including brightness2, low cost3 and selective manipulation of their emission4. Nanoparticle-based biosensors are essential for the early detection of disease, but they often lack the required sensitivity. Here we investigate fluorescent nanodiamonds as an ultrasensitive label for in vitro diagnostics, using a microwave field to modulate emission intensity5 and frequency-domain analysis6 to separate the signal from background autofluorescence7, which typically limits sensitivity. Focusing on the widely used, low-cost lateral flow format as an exemplar, we achieve a detection limit of 8.2 × 10-19 molar for a biotin-avidin model, 105 times more sensitive than that obtained using gold nanoparticles. Single-copy detection of HIV-1 RNA can be achieved with the addition of a 10-minute isothermal amplification step, and is further demonstrated using a clinical plasma sample with an extraction step. This ultrasensitive quantum diagnostics platform is applicable to numerous diagnostic test formats and diseases, and has the potential to transform early diagnosis of disease for the benefit of patients and populations.


Assuntos
Técnicas Biossensoriais/métodos , Diagnóstico Precoce , Infecções por HIV/diagnóstico , Infecções por HIV/virologia , HIV-1/genética , Nanodiamantes/química , RNA Viral/sangue , Avidina/química , Técnicas Biossensoriais/instrumentação , Biotina/química , Fluorescência , Ouro/química , HIV-1/isolamento & purificação , Humanos , Limite de Detecção , Nanopartículas Metálicas/química , Microfluídica/instrumentação , Microfluídica/métodos , Micro-Ondas , Técnicas de Amplificação de Ácido Nucleico , Papel , Plasma/virologia , Teoria Quântica , Sensibilidade e Especificidade , Imagem Individual de Molécula , Temperatura
4.
Anal Chem ; 96(14): 5349-5356, 2024 04 09.
Artigo em Inglês | MEDLINE | ID: mdl-38554084

RESUMO

The patterning of hydrophilic paper with hydrophobic materials has emerged as an interesting method for the fabrication of paper-based devices (PADs). Herein, we demonstrate a digitally automated, easy, low-cost, eco-friendly, and readily available method to create highly hydrophobic barriers on paper that can be promptly employed with PADs by simply using a bioink made with rosin, a commercially available natural resin obtained from conifer trees. The bioink can be easily delivered with the use of a ballpoint pen to produce water- and organic solvent-resistant barriers, showing superior properties when compared to other methods such as wax-printing or permanent markers. The approach enables the pen to be attached to a commercially available cutting printer to perform the semiautomated fabrication of hydrophobic barriers for PADs. With the aid of digitally controlled optimization, together with features of machine learning and design of experiments, we show a thorough investigation on the barrier strength that can be further adjusted to the desired application's needs. Then, we explored the barrier sturdiness across various uses, such as wide range aqueous pH sensing and the harsh acidic/organic conditions needed for the colorimetric detection of cholecalciferol.


Assuntos
Papel , Água , Solventes , Impressão/métodos , Impressão Tridimensional
5.
Anal Chem ; 96(29): 11997-12005, 2024 07 23.
Artigo em Inglês | MEDLINE | ID: mdl-38991147

RESUMO

Leptospirosis is a re-emerging infectious disease that presents a diagnostic enigma for clinicians with frequent misdiagnosis due to lack of rapid and accurate diagnostic tests, as the current methods are encumbered by inherent limitations. The development of a diagnostic sensor with a sample-in-result-out capability is pivotal for prompt diagnosis. Herein, we developed a microfluidic paper-based analytical device (spin-µPAD) featuring a sample-in-result-out fashion for the detection of Leptospira specific urinary biomarker, sph2 sphingomyelinase, crucial for noninvasive point-of-care testing. Fabrication of paper devices involved precise photolithography techniques, ensuring a high degree of reproducibility and replicability. By optimizing the device's configuration and protein components, a remarkable sensitivity and specificity was achieved for detecting leptospiral sph2 in urine, even at low concentrations down to 1.5 fg/mL, with an assay time of 15 min. Further, the spin-µPAD was validated with 20 clinical samples, suspected of leptospirosis including other febrile illnesses, and compared with gold standard microscopic agglutination test, culture, Lepto IgM ELISA, darkfield microscopy, and Leptocheck WB spot test. In contrast to commercial diagnostic tools, the spin-µPAD was noninvasive, rapid, easy to use, specific, sensitive, and cost-effective. The results highlight the potential of this innovative spin-µPAD for an efficient and dependable approach to noninvasive leptospirosis diagnosis, addressing critical needs in the realms of public health and clinical settings.


Assuntos
Leptospira , Leptospirose , Papel , Leptospirose/diagnóstico , Leptospirose/urina , Humanos , Leptospira/isolamento & purificação , Técnicas Analíticas Microfluídicas/instrumentação , Dispositivos Lab-On-A-Chip , Esfingomielina Fosfodiesterase/análise , Esfingomielina Fosfodiesterase/urina , Biomarcadores/urina , Biomarcadores/análise
6.
Anal Chem ; 96(28): 11353-11365, 2024 07 16.
Artigo em Inglês | MEDLINE | ID: mdl-38970480

RESUMO

Biothiols play essential roles in maintaining normal physiological functions, resisting oxidative stress, and protecting cell health. Establishing an effective and reliable sensor array for the accurate quantification and discrimination of diverse biothiols is extremely meaningful. In this work, Ag/Mn3O4, Ag3PO4, and Ag3Cit with excellent oxidase-mimetic activity and surface-enhanced Raman scattering (SERS)-enhanced features have been prepared and loaded onto Whatman filter paper (WFP) to build SERS paper chips as three sensing channels, which can induce 3,3',5,5'-tetramethylbenzidine (TMB) oxidation to SERS-active reporters (TMBox) and concurrently generate prominent SERS signals. Nevertheless, the addition of biothiols can suppress conversion from TMB to TMBox, which can cause the reduction of the SERS signal from TMBox. Interestingly, each SERS sensing channel can generate different TMBox signals' variations due to differences in the oxidative inhibition abilities of diverse biothiols and exclusive properties of each paper chip, which can be plotted as specific fingerprint patterns of each biothiol and further translated into intuitive two-dimensional (2D) clustering profiles through linear discriminant analysis (LDA) and hierarchical cluster analysis (HCA) techniques for precise identification of these six biothiols with the minimum concentration of 1 µM. More importantly, this SERS sensor array is exploited for the precise quantification of intracellular glutathione (GSH), and can differentiate between normal and cancer cells based on different intracellular GSH contents and even identify different types of tumor cells, demonstrating its powerful application prospects in disease diagnosis.


Assuntos
Papel , Prata , Análise Espectral Raman , Compostos de Sulfidrila , Análise Espectral Raman/métodos , Humanos , Compostos de Sulfidrila/análise , Compostos de Sulfidrila/química , Prata/química , Nanopartículas Metálicas/química , Propriedades de Superfície , Nanoestruturas/química , Oxirredução , Benzidinas/química , Linhagem Celular Tumoral
7.
Anal Chem ; 96(29): 12181-12188, 2024 07 23.
Artigo em Inglês | MEDLINE | ID: mdl-38975840

RESUMO

New strategies for the simultaneous and portable detection of multiple enzyme activities are highly desirable for clinical diagnosis and home care. However, the methods developed thus far generally suffer from high costs, cumbersome procedures, and heavy reliance on large-scale instruments. To satisfy the actual requirements of rapid, accurate, and on-site detection of multiple enzyme activities, we report herein a smartphone-assisted programmable microfluidic paper-based analytical device (µPAD) that utilizes colorimetric and photothermal signals for simultaneous, accurate, and visual quantitative detection of alkaline phosphatase (ALP) and butyrylcholinesterase (BChE). Specifically, the operation of this µPAD sensing platform is based on two sequential steps. Cobalt-doped mesoporous cerium oxide (Co-m-CeO2) with remarkable peroxidase-like activities under neutral conditions first catalytically decomposes H2O2 for effectively converting colorless 3,3',5,5'-tetramethylbenzidine (TMB) into blue oxidized TMB (oxTMB). The subsequent addition of ALP or BChE to their respective substrates produces a reducing substance that can somewhat inhibit the oxTMB transformation for compromised colorimetric and photothermal signals of oxTMB. Notably, these two-step bioenzyme-nanozyme cascade reactions strongly support the straightforward and excellent processability of this platform, which exhibit lower detection limits for ALP and BChE with a detection limit for BChE an order of magnitude lower than those of the other reported paper-based detection methods. The practicability and efficiency of this platform are further demonstrated through the analysis of clinical serum samples. This innovative platform exhibits great potential as a facile yet robust approach for simultaneous, accurate, and on-site visual detection of multiple enzyme activities in authentic samples.


Assuntos
Fosfatase Alcalina , Butirilcolinesterase , Colorimetria , Papel , Fosfatase Alcalina/metabolismo , Fosfatase Alcalina/análise , Fosfatase Alcalina/química , Humanos , Butirilcolinesterase/metabolismo , Butirilcolinesterase/sangue , Dispositivos Lab-On-A-Chip , Benzidinas/química , Smartphone , Cério/química , Cobalto/química , Técnicas Analíticas Microfluídicas/instrumentação , Limite de Detecção , Ensaios Enzimáticos/métodos , Ensaios Enzimáticos/instrumentação , Peróxido de Hidrogênio/química , Peróxido de Hidrogênio/análise
8.
Anal Chem ; 96(29): 11751-11759, 2024 07 23.
Artigo em Inglês | MEDLINE | ID: mdl-38980117

RESUMO

Neutralizing antibodies (nAbs) produced from infection or vaccination play an important role in acquired immunity. Determining virus-specific nAb titers is a useful tool for measuring aquired immunity in an individual. The standard methods to do so rely on titrating serum samples against live virus and monitoring viral infection in cultured cells which requires high biosafety level containment. The surrogate virus neutralization test (sVNT) reduces the biohazards and it is suitable for designing rapid test device in a lateral flow assay (LFA) format. Here, we introduce the fabrication and development of a unique paper-based LFA device for determining the level of SARS-CoV-2 nAb in a sample with a semiquantitative direct colorimetric readout. A LFA-based gradient assay design was used to facilitate the sVNT, where the spike glycoprotein receptor binding domain (RBD) and angiotensin-converting enzyme 2 (ACE2) stand in as proxies for viruses and cells, respectively. The gradient assay employed multiple test dots of ACE2 spotted in increasing concentration along the sample flow path and gold nanoparticle-conjugated RBD for readout. In this way, the number of developed spots is inversely proportional to the concentration of nAbs present in the sample. The assay was tested with both standard solutions of nAb as well as human serum samples. We have demonstrated that the device can effectively provide semiquantitative test results of nAbs by direct instrument-free colorimetric detection.


Assuntos
Anticorpos Neutralizantes , COVID-19 , Testes de Neutralização , Papel , SARS-CoV-2 , Anticorpos Neutralizantes/imunologia , Anticorpos Neutralizantes/sangue , SARS-CoV-2/imunologia , SARS-CoV-2/isolamento & purificação , Humanos , Testes de Neutralização/métodos , COVID-19/diagnóstico , COVID-19/virologia , COVID-19/imunologia , COVID-19/sangue , Anticorpos Antivirais/imunologia , Anticorpos Antivirais/sangue , Colorimetria/métodos , Enzima de Conversão de Angiotensina 2/metabolismo , Enzima de Conversão de Angiotensina 2/imunologia , Glicoproteína da Espícula de Coronavírus/imunologia
9.
Anal Biochem ; 693: 115583, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38838931

RESUMO

Multiplex detection can enhance diagnostic precision and improve diagnostic efficiency, providing important assistance for epidemiological investigation and epidemic prevention. There is a great need for multi-detection sensing platforms to accurately diagnose diseases. Herein, we reported a µPAD-based chemiluminescence (CL) assay for ultrasensitive multiplex detection of AIV biomarkers, based on three DNAzyme/Lum/PEI/CaCO3. Three time-resolved CL signals were sequentially generated with detection limits of 0.32, 0.34, and 0.29 pM for H1N1, H7N9, and H5N1, respectively, and with excellent selectivity against interfering DNA. The recovery test in human serum displayed satisfactory analysis capabilities for complex biological samples. The µPAD-based CL assay achieved multiplex detection within 70 s, with a high time resolution of 20 s. The proposed strategy has the advantages of low cost, high sensitivity, good selectivity, and wide time resolution, the µPAD-based CL assay has shown great potential in the early and accurate diagnosis of diseases.


Assuntos
Biomarcadores , Medições Luminescentes , Medições Luminescentes/métodos , Humanos , Biomarcadores/sangue , Biomarcadores/análise , Papel , Vírus da Influenza A Subtipo H1N1/isolamento & purificação , Virus da Influenza A Subtipo H5N1/isolamento & purificação , Virus da Influenza A Subtipo H5N1/genética , Subtipo H7N9 do Vírus da Influenza A/isolamento & purificação , Subtipo H7N9 do Vírus da Influenza A/genética , Animais , Influenza Aviária/diagnóstico , Influenza Aviária/virologia , DNA Catalítico/química , DNA Catalítico/metabolismo , Aves/virologia , Limite de Detecção , Influenza Humana/diagnóstico , Influenza Humana/virologia , Técnicas Analíticas Microfluídicas/métodos , Técnicas Analíticas Microfluídicas/instrumentação
10.
Langmuir ; 40(25): 13144-13154, 2024 Jun 25.
Artigo em Inglês | MEDLINE | ID: mdl-38869442

RESUMO

Reduced nicotinamide adenine dinucleotide (NADH)-detecting electrochemical sensors are attractive in monitoring and diagnosing various physiological disorders of NADH abnormalities. The NADH detection methods using conventional electrodes are challenging due to slow electron transfer and fouling effect. Interestingly, paper-based flexible and disposable electrodes (PE) are superior for sensing biomolecules through simple detection procedures with excellent sensitivity and selectivity. Herein, to construct a conducting polypeptide-modified paper electrode, initially, polytyrosine (PTyr) is synthesized from l-tyrosine N-carboxy anhydride through ring-opening polymerization, and PTyr is drop-coated on the PE. The PTyr-modified paper electrode (PMPE) demonstrated excellent electrochemical properties and facilitated the electrooxidation of NADH at a lower potential of 576 mV. The PMPE displayed a linear detection between 25 and 145 µM of NADH concentration, with a lower detection limit of 0.340 µM. Under ideal circumstances, the sensor developed displayed an excellent NADH detection capability without interference with the most common electroactive species, ascorbic acid. The PMPE facilitates good electrocatalytic activity toward NADH, which can also be employed as a substrate material for biofuel cells.


Assuntos
Eletrodos , NAD , Papel , NAD/análise , NAD/química , Peptídeos/química , Técnicas Eletroquímicas/métodos , Técnicas Eletroquímicas/instrumentação , Oxirredução , Limite de Detecção , Técnicas Biossensoriais/métodos
11.
Langmuir ; 40(32): 16722-16730, 2024 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-39093056

RESUMO

Cervical cancer is among the most common malignant tumors in women. The development of rapid screening techniques plays an important role in early screening for cancer treatment. We have developed an HPV screening method, which effectively combines the high-efficiency nucleic acid enrichment of chitosan-modified filter paper and the rapid visual detectability of colorimetric LAMP, along with the enhancement of the tolerance ability of the pH-sensitive LAMP reagent to acidic original samples, making the detection of HPV 16/18 easy to carry out and reliable, which is helpful for the epidemiological prevention and control strategies of HPV-induced cancer. This technique can simultaneously exhibit the "in situ amplification" capability of chitosan-modified filter paper and the nontemperature cycle dependence of visual LAMP detection. Therefore, DNA extraction and amplification can be performed efficiently and quickly within a single reaction where all DNA is concentrated in the QF paper disc. By embedding amino-modified filter paper into the plastic chip, a simple and reliable disposable chip was prepared for rapid HPV16 and HPV18 detection from clinical endometrial samples, and the results were 100% consistent with clinical diagnosis. More importantly, even after the sample was diluted 100-fold, HPV16/18-infected cells could be accurately identified, showing the advantages of the system in early cancer screening. Moreover, for endometrial samples containing plenty of cells, the filter paper could be used to enrich cells by filtration, preventing the acidic fluid from impacting pH-induced colorimetric LAMP detection and realizing direct amplification for HPV identification without nucleic acid extraction. This easy-to-operate system that can analyze a wide range of samples will be suitable for routine on-site HPV screening, dramatically extending the applications and utility for rapid, near-patient nucleic acid testing.


Assuntos
Colorimetria , Papillomavirus Humano 16 , Papillomavirus Humano 18 , Técnicas de Amplificação de Ácido Nucleico , Papel , Humanos , Colorimetria/métodos , Papillomavirus Humano 18/genética , Papillomavirus Humano 18/isolamento & purificação , Papillomavirus Humano 16/genética , Papillomavirus Humano 16/isolamento & purificação , Técnicas de Amplificação de Ácido Nucleico/métodos , Feminino , DNA Viral/análise , DNA Viral/genética , Quitosana/química , Papillomavirus Humano
12.
Protein Expr Purif ; 220: 106490, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38697589

RESUMO

The production of fermentable sugars from lignocellulosic biomass is achieved by the synergistic action of a group of enzymes called cellulases. Cellulose is a long chain of chemically linked glucoses by ß-1,4 bonds. The enzyme ß-1,4-endoglucanase is the first cellulase involved in the degradation, breaking the bond of the amorphous regions. A ß-1,4-endoglucanase enzyme with high activity was obtained from a Bacillus subtilis strain isolated from wastewater of a pulp and paper mill. Sequencing and bioinformatic analysis showed that the gene amplified by PCR consisting of 1407 nucleotides and coding for a ß-1,4-endoglucanase enzyme of approximately 55 kDa. The open reading frame (ORF) encoding the mature endoglucanase (eglS) was successfully inserted in a modified cloning plasmid (pITD03) and into the pYD1 plasmid used for its expression in yeast. Carboxymethylcellulose (CMC) plate assay, SDS-PAGE, and zymogram confirmed the production and secretion by the transformed E. coli BL21-SI strain of a 39 kDa ß-1,4-endoglucanase consistent with the catalytic domain without the cellulose-binding module (CBM). The results showed that the truncated ß-1,4-endoglucanase had higher activity and stability.


Assuntos
Bacillus subtilis , Celulase , Papel , Proteínas Recombinantes , Águas Residuárias , Bacillus subtilis/genética , Bacillus subtilis/enzimologia , Bacillus subtilis/isolamento & purificação , Águas Residuárias/microbiologia , Águas Residuárias/química , Celulase/genética , Celulase/química , Celulase/biossíntese , Celulase/isolamento & purificação , Celulase/metabolismo , Proteínas Recombinantes/genética , Proteínas Recombinantes/química , Proteínas Recombinantes/isolamento & purificação , Proteínas Recombinantes/metabolismo , Proteínas Recombinantes/biossíntese , Proteínas de Bactérias/genética , Proteínas de Bactérias/química , Proteínas de Bactérias/isolamento & purificação , Proteínas de Bactérias/biossíntese , Proteínas de Bactérias/metabolismo , Escherichia coli/genética , Escherichia coli/metabolismo , Clonagem Molecular , Expressão Gênica
13.
Biomacromolecules ; 25(8): 5300-5309, 2024 Aug 12.
Artigo em Inglês | MEDLINE | ID: mdl-39007485

RESUMO

A strategy for the bioorthogonal immobilization of proteins onto commercially available filter paper is presented. Recently, a two-step approach has been described that relies on covalent immobilization of a linker molecule to paper, followed by enzyme-mediated conjugation of a protein of interest containing an enzyme-recognition tag. Here, this strategy was expanded by evaluating four different chemical and chemoenzymatic reactions and investigating paper loading efficiency and orthogonality. Enhanced green fluorescent protein (EGFP) was used as a model protein to allow quantification of protein loading via fluorescence imaging. Two approaches were identified that showed significantly increased loading efficiencies compared with the previously applied conjugation strategy. Additionally, all four methods were proven orthogonal to each other, allowing simultaneous immobilization of a mixture of proteins to a premodified assembly of two paper sheets.


Assuntos
Proteínas de Fluorescência Verde , Proteínas Imobilizadas , Proteínas de Fluorescência Verde/química , Proteínas Imobilizadas/química , Papel
14.
Ann Fam Med ; 22(3): 230-232, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38806257

RESUMO

Reducing examination table paper (ETP) use may help curb carbon emissions from health care. Six participants applied Glo Germ (DMA International) to their hands before a common physical examination (abdominal, cardiorespiratory, hip and knee) both with and without ETP. After each exam, UV light was shined on the exam table and photographs were taken. The number of hand touches on ETP-covered areas and uncovered areas were tallied and compared using t tests. Despite covering more surface area, participants touched areas without ETP significantly more than ETP-covered areas (P <.05). Despite its continued use, patients do not have much hand contact with ETP during common clinical examinations.


Assuntos
Medicina de Família e Comunidade , Papel , Exame Físico , Humanos , Medicina de Família e Comunidade/métodos , Exame Físico/métodos , Feminino , Masculino , Adulto , Raios Ultravioleta/efeitos adversos
15.
Analyst ; 149(9): 2600-2608, 2024 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-38529879

RESUMO

A new analytical method for chronic kidney disease (CKD) detection utilizing paper spray mass spectrometry (PS-MS) combined with machine learning is presented. The analytical protocol is rapid and simple, based on metabolic profile alterations in urine. Anonymized raw urine samples were deposited (10 µL each) onto pointed PS-MS sample strips. Without waiting for the sample to dry, 75 µL of acetonitrile and high voltage were applied to the strips, using high resolution mass spectrometry measurement (15 s per sample) with polarity switching to detect a wide range of metabolites. Random forest machine learning was used to classify the resulting data. The diagnostic performance for the potential diagnosis of CKD was evaluated for accuracy, sensitivity, and specificity, achieving results >96% for the training data and >91% for validation and test data sets. Metabolites selected by the classification model as up- or down-regulated in healthy or CKD samples were tentatively identified and in agreement with previously reported literature. The potential utilization of this approach to discriminate albuminuria categories (normo, micro, and macroalbuminuria) was also demonstrated. This study indicates that PS-MS combined with machine learning has the potential to be used as a rapid and simple diagnostic tool for CKD.


Assuntos
Aprendizado de Máquina , Espectrometria de Massas , Insuficiência Renal Crônica , Insuficiência Renal Crônica/diagnóstico , Insuficiência Renal Crônica/urina , Humanos , Espectrometria de Massas/métodos , Papel , Albuminúria/diagnóstico , Albuminúria/urina , Testes de Diagnóstico Rápido
16.
Analyst ; 149(15): 3882-3890, 2024 Jul 22.
Artigo em Inglês | MEDLINE | ID: mdl-38973472

RESUMO

Nowadays, kidney dysfunction is a common health issue due to the modernized lifestyle. Even though medications are commercially available to treat kidney diseases, early diagnosis is crucial and challenging. Clinically, measuring urine creatinine and pH has gained significant interest as a way to diagnose kidney diseases early. In the present work, we attempted to develop a low-cost, robust, accurate and naked-eye colorimetric method to determine both creatinine levels and pH variations in artificial urine samples using a simple 3D-printed hybrid microfluidic device. Creatinine was detected by the incorporation of the traditional Jaffe test onto the hybrid paper-PMMA microfluidic device and pH (4-8) was measured by a simple anthocyanin test. Notably, the tests were established without employing any sophisticated or costly instrument clusters. The developed 3D-printed microfluidic probe showed a limit of detection (LOD) of 0.04 mM for creatinine over a concentration range of 1-10 mM, with a regression coefficient (R2) of 0.995 in laboratory conditions. Interestingly, the experimental data obtained with artificial urine exhibited a wide linear range from 0.1 mM to 5 mM under different pH values ranging from 4 to 8 in the presence of matrices commonly found in urine samples other than proteins, indicating the potential use of this method in pre-clinical analysis. Since the wide linear range of urine creatinine in artificial urine samples falls well below the clinically relevant concentrations in humans (0.07-0.27 mM), the developed lab-on-chip device is further suitable for clinical evaluation with proper ethical clearance. This 3D-printed hybrid microfluidic colorimetry-based creatinine detection and pH indicator platform can be beneficial in the healthcare sector due to the on-site testing capability, cost-effectiveness, ease of use, robustness, and instrument-free approach.


Assuntos
Creatinina , Dispositivos Lab-On-A-Chip , Limite de Detecção , Papel , Polimetil Metacrilato , Concentração de Íons de Hidrogênio , Creatinina/urina , Humanos , Polimetil Metacrilato/química , Colorimetria/instrumentação , Colorimetria/métodos , Impressão Tridimensional , Técnicas Analíticas Microfluídicas/instrumentação , Técnicas Analíticas Microfluídicas/métodos
17.
Analyst ; 149(14): 3756-3764, 2024 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-38837236

RESUMO

This study introduces the development of a photothermal-based microfluidic paper analytical device (PT-µPAD) integrated with near-field communication (NFC) technology and smartphone readout for enzyme-free glucose quantification in human samples. With the properties of gold nanoparticles (AuNPs) both as a nanozyme and as a photothermal substrate, there is no need for costly reagents like enzymes or a readout instrumentation for the selective and sensitive detection of glucose. In PT-µPADs, AuNPs are etched by hydrogen peroxide (H2O2) generated from glucose catalysis. Photothermal detection from the plasmonic heating of these AuNPs when illuminated by a 533nm LED light source is achieved by inserting the PT-µPAD sensor into a portable NFC platform suitable for smartphone readout. Temperature variation is directly proportional to the glucose concentration. After optimization, we acquired a linear range between 5.0 and 20.0 µmol L-1 (R2 = 0.9967) and a limit of detection (LOD) of 25.0 nmol L-1 for glucose. Additionally, while our sensor does not utilize any enzyme, it is remarkably selective to glucose with no effects from interferences. Recovery studies in various human control samples indicated a range of 99.73-102.66% with the highest RSD of 3.53%, making it highly accurate and precise. Moreover, our method is more sensitive than other methods relying on conventional µPADs for glucose sensing. By integrating the potential benefits of microfluidics, nanomaterials as nanozymes, and NFC technology for wireless readout, our sensor demonstrates great promise as an accessible, affordable, and shelf-stable device for glucose quantification. Moreover, this concept can be extended to detect other molecules of interest as a point-of-care (POC) diagnostics device.


Assuntos
Ouro , Peróxido de Hidrogênio , Limite de Detecção , Nanopartículas Metálicas , Papel , Humanos , Ouro/química , Nanopartículas Metálicas/química , Peróxido de Hidrogênio/química , Peróxido de Hidrogênio/análise , Glicemia/análise , Dispositivos Lab-On-A-Chip , Glucose/análise , Técnicas Biossensoriais/métodos , Técnicas Biossensoriais/instrumentação , Smartphone , Técnicas Analíticas Microfluídicas/instrumentação , Técnicas Analíticas Microfluídicas/métodos , Temperatura
18.
Environ Sci Technol ; 58(8): 3966-3973, 2024 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-38353415

RESUMO

The occurrence of chlorinated derivatives of bisphenol S (Clx-BPS) and BPS was investigated in nine types of paper products (n = 125), including thermal paper, corrugated boxes, mail envelopes, newspapers, flyers, magazines, food contact paper, household paper, and business cards. BPS was found in all paper product samples, while Clx-BPS were mainly found in thermal paper (from below the limit of detection (

Assuntos
Compostos Benzidrílicos , Papel , Humanos , Alimentos , Comércio
19.
Anal Bioanal Chem ; 416(18): 4131-4141, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38780654

RESUMO

Wax printing is the most widely used method for fabricating microfluidic paper-based analytical devices (µPADs), but it still suffers from disadvantages like discontinuation of wax printers and need for additional equipment for heating treatment. To address these issues, this work initially describes a new class of wax printing approach for high-precision, batch fabrication of µPADs using a household 3D printer. It only involves a one patterning step of printing polyethylene wax into rice paper body. Under optimized parameters, a fabrication resolution, namely the minimum hydrophilic channel width, down to ~189 ± 30 µm could be achieved. In addition, the analytical applicability of such polyethylene wax-patterned µPADs was demonstrated well with enhanced colorimetric detection of dopamine as a model analyte by combining metal-organic framework (MOF) based nanoenzymes (ZIF-67) with a smartphone (for portable quantitative readout). The developed nanosensor could linearly detect dopamine over a concentration range from 10 to 1000 µM, with a detection limit of ca. 2.75 µM (3σ). The recovery results for analyzing several real samples (i.e., pig feed, chicken feed, pork and human serum) were between 91.82 and 102.79%, further validating its good detection accuracy for potential practical applications in food safety and medical diagnosis.


Assuntos
Dopamina , Limite de Detecção , Papel , Impressão Tridimensional , Dopamina/análise , Dopamina/sangue , Animais , Humanos , Estruturas Metalorgânicas/química , Colorimetria/métodos , Colorimetria/instrumentação , Suínos , Técnicas Analíticas Microfluídicas/instrumentação , Técnicas Analíticas Microfluídicas/métodos , Dispositivos Lab-On-A-Chip , Galinhas , Ração Animal/análise , Desenho de Equipamento
20.
Anal Bioanal Chem ; 416(13): 3139-3148, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38632131

RESUMO

The rapid discrimination of bacteria is currently an emerging trend in the fields of food safety, medical detection, and environmental observation. Traditional methods often require lengthy culturing processes, specialized analytical equipment, and bacterial recognition receptors. In response to this need, we have developed a paper-based fluorescence sensor array platform for identifying different bacteria. The sensor array is based on three unique carbon quantum dots (CQDs) as sensing units, each modified with a different antibiotic (polymyxin B, ampicillin, and gentamicin). These antibiotic-modified CQDs can aggregate on the bacterial surface, triggering aggregation-induced fluorescence quenching. The sensor array exhibits varying fluorescent responses to different bacterial species. To achieve low-cost and portable detection, CQDs were formulated into fluorescent ink and used with an inkjet printer to manufacture paper-based sensor arrays. A smartphone was used to collect the responses generated by the bacteria and platform. Diverse machine learning algorithms were utilized to discriminate bacterial types. Our findings showcase the platform's remarkable capability to differentiate among five bacterial strains, within a detection range spanning from 1.0 × 103 CFU/mL to 1.0 × 107 CFU/mL. Its practicality is further validated through the accurate identification of blind bacterial samples. With its cost-effectiveness, ease of fabrication, and high degree of integration, this platform holds significant promise for on-site detection of diverse bacteria.


Assuntos
Bactérias , Carbono , Aprendizado de Máquina , Papel , Pontos Quânticos , Pontos Quânticos/química , Carbono/química , Bactérias/isolamento & purificação , Fluorescência , Espectrometria de Fluorescência/métodos , Técnicas Biossensoriais/métodos , Técnicas Biossensoriais/instrumentação , Antibacterianos/análise , Antibacterianos/farmacologia , Algoritmos
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