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1.
3 Biotech ; 14(4): 118, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38524237

RESUMO

Kanpyo (KP) is an edible dried product produced by peeling the fruit of the gourd Lagenaria siceraria var. hispida; it is used in the traditional Japanese cuisine. The health functionality of KP due to its rich dietary fibre is expected to include a possible combined effect of KP-responsive indigenous gut bacteria (KP-RIB). However, its effect on the gut microbiota is unclear. To determine the effects of the KP on the gut microbiota and their host, Institute of Cancer Research mice were fed a high-sucrose diet containing no fibre (NF) or 5% (w/w) KP for 14 days, and their caecal microbiota was analysed by 16S rRNA (V4) amplicon sequencing. Higher faecal frequency and weight and lower spleen weight and spleen tumour necrosis factor-α levels were observed in KP-fed mice than in NF-fed mice (p < 0.05). KP increased and decreased the abundance of short-chain fatty acid producer Lachnospiraceae and obesity-inflammation related Allobaculum species, respectively. In the case of human faecal cultures, stool samples from five healthy volunteers were inoculated and incubated at 37 °C for 24 h anaerobically; 3.2% (w/v) KP suppressed putrefactive compounds (indole, phenol, and ammonia). KP increased butyrate-producer Faecalibacterium, acetate/lactate-producer Bifidobacterium, and Lachnospira. Furthermore, KP cultures showed high antioxidant and RAW264.7 macrophage cell activation capacities. These results suggest that KP-RIB and KP intake may synergistically affect host health. However, further studies are required to clarify the synergistic effects of KP and KP-RIB.

2.
Mol Biol Rep ; 51(1): 126, 2024 Jan 18.
Artigo em Inglês | MEDLINE | ID: mdl-38236446

RESUMO

BACKGROUND: Sichuan pepper [Zanthoxylum bungeanum; huajiao (HJ)] is a widely used spice in China and has better antioxidative, anti-glycation, and bile acid-lowering properties than cumin and coriander seeds. HJ affects inflammation-related cytokines and caecal microbiota in mice fed a low-fibre and high-sucrose diet. METHODS AND RESULTS: To determine the ameliorative effect of HJ on inflammatory bowel disease, C57BL/6 mice were divided into three groups and fed distilled water (control) or 3% (w/v) dextran sodium sulphate (DSS) in drinking water with normal chow containing 0% or 5% (w/w) HJ powder for seven days. After 6 days of feeding, diarrhoea, decreased body weight, and blood in faeces were observed in the DSS group. DSS treatment increased the spleen weight and damaged the colon tissue. These inflammatory indices were inhibited by HJ treatment. Amplicon sequencing of the 16S rDNA (V4) gene of the caecal content revealed a decrease in the alpha diversity (Simpson index D) in the DSS treatment group compared to the control group. The abundance of caecal Desulfovibrio, an inflammation-related genus, was higher and the caecal Lachnospiraceae and Bacteroides levels were lower in the DSS-treated mice than those in the control mice. However, HJ suppressed the DSS-induced changes in the caecal microbiota. CONCLUSION: HJ intake contributes to the reduction in inflammation and maintenance of the gut microbiota. However, the strong antioxidant properties of phenolic compounds and fermentability of water-soluble dietary fibres in HJ and their relationship with other functional properties warrant further investigation.


Assuntos
Doenças Inflamatórias Intestinais , Microbiota , Sulfatos , Animais , Camundongos , Camundongos Endogâmicos C57BL , Dextranos , Pós , Inflamação , Antioxidantes , Água
4.
J Neurosci ; 43(43): 7226-7241, 2023 10 25.
Artigo em Inglês | MEDLINE | ID: mdl-37699718

RESUMO

The insulin/IGF-1 signaling (IIS) regulates a wide range of biological processes, including aging and lifespan, and has also been implicated in the pathogenesis of Alzheimer's disease (AD). We and others have reported that reduced signaling by genetic ablation of the molecules involved in IIS (e.g., insulin receptor substrate 2 [IRS-2]) markedly mitigates amyloid plaque formation in the brains of mouse models of AD, although the molecular underpinnings of the amelioration remain unsolved. Here, we revealed, by a transcriptomic analysis of the male murine cerebral cortices, that the expression of genes encoding extracellular matrix (ECM) was significantly upregulated by the loss of IRS-2. Insulin signaling activity negatively regulated the phosphorylation of Smad2 and Smad3 in the brain, and suppressed TGF-ß/Smad-dependent expression of a subset of ECM genes in brain-derived cells. The ECM proteins inhibited Aß fibril formation in vitro, and IRS-2 deficiency suppressed the aggregation process of Aß in the brains of male APP transgenic mice as revealed by injection of aggregation seeds in vivo Our results propose a novel mechanism in AD pathophysiology whereby IIS modifies Aß aggregation and amyloid pathology by altering the expression of ECM genes in the brain.SIGNIFICANCE STATEMENT The insulin/IGF-1 signaling (IIS) has been recognized as a regulator of aging, a leading risk factor for the onset of Alzheimer's disease (AD). In AD mouse models, genetic deletion of key IIS molecules markedly reduces the amyloid plaque formation in the brain, although the molecular underpinnings of this amelioration remain elusive. We found that the deficiency of insulin receptor substrate 2 leads to an increase in the expression of various extracellular matrices (ECMs) in the brain, potentially through TGF-ß/Smad signaling. Furthermore, some of those ECMs exhibited the potential to inhibit amyloid plaque accumulation by disrupting the formation of Aß fibrils. This study presents a novel mechanism by which IIS regulates Aß accumulation, which may involve altered brain ECM expression.


Assuntos
Doença de Alzheimer , Masculino , Camundongos , Animais , Doença de Alzheimer/metabolismo , Insulina , Fator de Crescimento Insulin-Like I/genética , Fator de Crescimento Insulin-Like I/metabolismo , Proteínas Substratos do Receptor de Insulina/genética , Proteínas Substratos do Receptor de Insulina/metabolismo , Proteínas da Matriz Extracelular/genética , Proteínas da Matriz Extracelular/metabolismo , Placa Amiloide/patologia , Peptídeos beta-Amiloides/metabolismo , Encéfalo/metabolismo , Camundongos Transgênicos , Modelos Animais de Doenças , Fator de Crescimento Transformador beta/metabolismo , Precursor de Proteína beta-Amiloide/metabolismo
5.
Methods Mol Biol ; 2631: 325-340, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36995675

RESUMO

The clustered regularly interspaced short palindromic repeats (CRISPR) technology has made it possible to produce genome-edited (GE) animals more easily and rapidly than before. In most cases, GE mice are produced by microinjection (MI) or by in vitro electroporation (EP) of CRISPR reagents into fertilized eggs (zygotes). Both of these approaches require ex vivo handling of isolated embryos and their subsequent transfer into another set of mice (called recipient or pseudopregnant mice). Such experiments are performed by highly skilled technicians (especially for MI). We recently developed a novel genome editing method, called "GONAD (Genome-editing via Oviductal Nucleic Acids Delivery)," which can completely eliminate the ex vivo handling of embryos. We also made improvements to the GONAD method, termed "improved-GONAD (i-GONAD)." The i-GONAD method involves injection of CRISPR reagents into the oviduct of an anesthetized pregnant female using a mouthpiece-controlled glass micropipette under a dissecting microscope, followed by EP of the entire oviduct allowing the CRISPR reagents to enter into the zygotes present inside the oviduct, in situ. After the i-GONAD procedure, the mouse recovered from anesthesia is allowed to continue the pregnancy to full term to deliver its pups. The i-GONAD method does not require pseudopregnant female animals for embryo transfer, unlike the methods relying on ex vivo handling of zygotes. Therefore, the i-GONAD method can reduce the number of animals used, compared to the traditional methods. In this chapter, we describe some newer technical tips about the i-GONAD method. Additionally, even though the detailed protocols of GONAD and i-GONAD have been published elsewhere (Gurumurthy et al., Curr Protoc Hum Genet 88:15.8.1-15.8.12, 2016 Nat Protoc 14:2452-2482, 2019), we provide all the protocol steps of i-GONAD in this chapter so that the reader can find most of the information, needed for performing i-GONAD experiments, in one place.


Assuntos
Sistemas CRISPR-Cas , Edição de Genes , Humanos , Gravidez , Feminino , Camundongos , Animais , Edição de Genes/métodos , Sistemas CRISPR-Cas/genética , Tubas Uterinas , Oviductos , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas/genética , Eletroporação/métodos , Gônadas
6.
Appl Microbiol Biotechnol ; 107(7-8): 2627-2638, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36922439

RESUMO

Sichuan pepper (Zanthoxylum bungeanum, HJ), a spice widely used in China, has antioxidative, anti-inflammatory, antibacterial, and anti-obesity properties. In this study, to confirm the value of HJ as a functional food, the in vitro antioxidant and bile acid-lowering capacities, as well as the effects on caecal microbiota, were compared with those of cumin (Cuminum cyminum, CM) and coriander (Coriandrum sativum, CR) seeds in Institute of Cancer Research (ICR) mice fed a high-sucrose and low-dietary fibre diet. The total phenolic content, superoxide anion radical-scavenging capacity, and Fe-reducing power of the HJ aqueous solution were higher than those of CM and CR (p < 0.05). The bile acid (taurocholic, glycocholic, and deoxycholic acids)-lowering capacity of the HJ suspension was also higher than those of CM and CR. Compared with mice fed a control diet (no fibre, NF), caecal Lactobacillus gasseri- and Muribaculum intestinale-like bacteria were higher in mice fed a diet containing 5% (w/w) of CM, CR, or HJ for 14 days. Bifidobacterium pseudolongum-, Lactobacillus murinus/animalis-, and Faecalibaculum rodentium-like bacteria were significantly increased, while Desulfovibrio-like bacteria were significantly decreased in the HJ group. In addition, CM and HJ may benefit specific metabolic functions of gut microbiota, such as starch, sucrose, and tyrosine metabolism. The tumour necrosis factor (TNF-α) concentration in the spleen tissue of ICR mice was decreased by the intake of spices. However, there were no changes in interleukin-2 (IL-2) and IL-10 levels in HJ fed mice. These results suggested that HJ has potential as a functional food related to gut microbiota. KEY POINTS: • Bididobacterium and Faecalibaculum in mice gut microbiota are increased by Sichuan pepper (HJ). • Desulfovibrionaceae, an inflammatory LPS producer, in mice gut microbiota is decreased by HJ. • HJ decreases pro-inflammatory TNF both in murine spleen tissue and in vitro macrophages.


Assuntos
Microbioma Gastrointestinal , Sacarose , Camundongos , Animais , Sacarose/farmacologia , Dieta , Bactérias , Antioxidantes/farmacologia , Fibras na Dieta , Ácidos e Sais Biliares , Dieta Hiperlipídica , Camundongos Endogâmicos C57BL
7.
Food Microbiol ; 112: 104245, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36906313

RESUMO

In this study, we aimed to investigate how microbial contamination progresses on the carcass surface during the slaughter process. Cattle carcasses were tracked during a series of slaughter processes (five steps), and carcass surfaces (four parts) and equipment (nine types) were swabbed to investigate the bacterial contamination. Results showed that the outer surface (near the rear region of the flank [Top round] and [Top sirloin butt]) had significantly higher total viable counts (TVCs) than inner surface (p < 0.01) and that TVCs gradually decreased along the process. Enterobacteriaceae (EB) counts were high on the splitting saw and in top round region, and EB was detected on the inner surface of the carcasses. Furthermore, in some carcasses, Yersinia spp., Serratia spp., and Clostridium spp. present on top round and top sirloin butt immediately after skinning and remained on the carcass surface after the final process. These bacterial groups are detrimental to beef quality as they can grow in the package during cold distribution. Our results show that the skinning process is the most prone to microbial contamination, including psychrotolerant microorganisms. Moreover, this study provides information for understanding the dynamics of microbial contamination in the cattle slaughter process.


Assuntos
Microbiologia de Alimentos , Carne , Bovinos , Animais , Carne/microbiologia , Contagem de Colônia Microbiana , Matadouros , Enterobacteriaceae
8.
bioRxiv ; 2023 Jan 29.
Artigo em Inglês | MEDLINE | ID: mdl-36747769

RESUMO

mRNAs produced in a cell are almost always translated within the same cell. Some mRNAs are transported to other cells of the organism through processes involving membrane nanotubes or extracellular vesicles. A recent report describes a surprising new phenomenon of encapsulating mRNAs inside virus-like particles (VLPs) to deliver them to other cells in a process that was named SEND (Selective Endogenous eNcapsidation for cellular Delivery). Although the seminal work demonstrates the SEND process in cultured cells, it is unknown whether this phenomenon occurs in vivo . Here, we demonstrate the SEND process in living organisms using specially designed genetically engineered mouse models. Our proof of principle study lays a foundation for the SEND-VLP system to potentially be used as a gene therapy tool to deliver therapeutically important mRNAs to tissues.

9.
Chem Pharm Bull (Tokyo) ; 70(10): 679-683, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36184450

RESUMO

The liver X receptor is a nuclear hormone receptor that regulates lipid metabolism. Previously, we had demonstrated the antiviral properties of a liver X receptor antagonist associated with the hepatitis C virus and severe acute respiratory syndrome coronavirus 2. In this study, we screened a chemical library and identified two potential liver X receptor antagonists. Spectroscopic analysis revealed that the structures of both antagonists (compounds 1 and 2) were cyclic dimer and trimer of esters, respectively, that consisted of phthalate and 1,6-hexane diol. This study is the first to report the structure of the cyclic trimer of phthalate ester. Further experiments revealed that the compounds were impurities of solvents used for purification, although their source could not be traced. Both phthalate esters exhibited anti-hepatitis C virus activity, whereas the cyclic dimer showed anti-severe acute respiratory syndrome coronavirus 2 activity. Cyclic phthalate derivatives may constitute a novel class of liver X receptor antagonists and broad-spectrum antivirals.


Assuntos
COVID-19 , Ésteres , Antivirais/farmacologia , Ésteres/farmacologia , Hepacivirus , Hexanos , Humanos , Receptores X do Fígado , Ácidos Ftálicos , Receptores Citoplasmáticos e Nucleares , SARS-CoV-2 , Solventes
10.
PLoS One ; 17(8): e0268411, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35921278

RESUMO

The purpose of this study was to investigate the abundance and distribution of psychrophilic microorganisms associated with spoilage in beef slaughterhouse environments after cleaning. The processing lines and equipment used in slaughtering and boning were swabbed, and the microbial count was determined using a TSA and MRS medium and Chromocult® Coliform agar incubated at 15ºC and 37ºC, respectively. As a result, the brisket saw (handle side) and trolley hook were the most heavily contaminated with microorganisms, with each having a microbial adhesion rate of 66.7%. The microbial adhesion rates of the apron and milling cutter (edge side) were 50%, respectively, and those of the foot cutter (edge and handle side), splitting saw (edge side), and knife (handle side) were 33.3%, respectively. Next, four colonies were randomly isolated from the petri dish used for the bacterial count measurement to identify the predominant microbial species of the microorganisms attached to each equipment. As a result of Sanger sequencing analysis, yeasts such as Candida zeylanoides and Rhodotorula sp. and bacteria including Pseudomonas sp. and Rhodococcus sp. were identified from the equipment used in the slaughtering line, and it was assumed that these microorganisms were of environmental origin. In contrast, only Pseudomonas sp. and Candida zeylanoides were isolated from the boning line. Despite the use of cleaning operations, this study identified some equipment was contaminated with microorganisms. Since this equipment frequently comes into direct contact with the carcass, it is critical to thoroughly remove the microorganisms through accurate cleaning to prevent the spread of microbial contamination on the carcasses.


Assuntos
Matadouros , Microbiologia de Alimentos , Animais , Bovinos , Contagem de Colônia Microbiana , Manipulação de Alimentos , Japão , Carne/microbiologia , Saccharomycetales , Leveduras
11.
Biosci Biotechnol Biochem ; 86(8): 1106-1113, 2022 Jul 22.
Artigo em Inglês | MEDLINE | ID: mdl-35830523

RESUMO

Primal cuts of Australian beef transported by sea were stored under different chilled temperatures (0, 2, and 4 °C) for 6 weeks in different packaging conditions (aerobic or anaerobic packaging). The number of microorganisms and the transition of the microbiota were investigated using culture methods and amplicon sequencing. After 6 weeks of storage, the beef tended to show a high total viable count under aerobic packaging conditions and a high lactic acid bacteria count under anaerobic packaging conditions. The result of amplicon sequencing analysis showed that different beef samples had different predominant bacterial groups. Moreover, at high storage temperatures, Serratia sp. having high putrefactive activity showed increased abundance, while at low storage temperatures, Lactobacillus sp. showed increased abundance. Thus, differences in the packaging conditions and distribution temperatures after import affect the number of bacteria and the type of microorganisms in the Australian beef primal cuts, which may affect their quality.


Assuntos
Embalagem de Alimentos , Microbiota , Animais , Austrália , Bactérias/genética , Bovinos , Contagem de Colônia Microbiana , Microbiologia de Alimentos , Embalagem de Alimentos/métodos , Armazenamento de Alimentos/métodos , Temperatura
12.
Curr Res Food Sci ; 5: 992-997, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35734141

RESUMO

Plant-based milk-like products from soybeans and other legumes and nuts have been explored worldwide, owing to their nutritional and functional characteristics. This study was conducted to develop new functional food materials from peanut (Arachis hypogaea) milk (PM) with desirable health functions to mitigate lifestyle and age-related diseases. The antioxidant, anti-glycation and bile acid-lowering properties of PM fermented with lactic acid bacteria Lactiplantibacillus plantarum Kinko-SU4 (FPM) were determined in vitro. L. plantarum Kinko-SU4 lowered the pH level from 6.4 to 4.3, 3.9, and 3.7 at 10, 24, and 48 h, respectively. The lactic acid concentration was 4.4 mg/mL after 48 h of incubation. The starter degraded the dissolved proteins in PM, including Ara h 1, one of the peanut allergens. Although the total phenolic content was 36% lower in FPM than in unfermented PM, O2 - radical-scavenging capacity was high in FPM. Anti-glycation in a bovine serum albumin-fructose model and the bile acid-lowering capacities of PM were distinctly increased following fermentation. The result of this study infers that PM fermented with L. plantarum Kinko-SU4 can be considered a desirable food material to prevent and ameliorate chronic lifestyle diseases, particularly in the elderly.

13.
J Food Prot ; 85(10): 1404-1409, 2022 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-35749697

RESUMO

ABSTRACT: Although essential oils exhibit antimicrobial properties, their application is limited, owing to their strong volatility and poor water solubility. Emulsification is a valid strategy for improving chemical stability. In this study, we prepared a mustard oil (MO) emulsion with egg yolk lecithin and evaluated its antimicrobial activity against Listeria monocytogenes in vitro and in cheese curd. The particle size of the MO emulsion was approximately 0.19 µm and remained stable for 30 days of storage. The MO emulsion showed strong antimicrobial activity against L. monocytogenes in vitro. Moreover, 40 ppm of MO was sufficient to inhibit the growth of L. monocytogenes in culture, and the addition of 160 ppm of MO decreased the population of L. monocytogenes. When 50 ppm of emulsified MO was added to milk during cheese curd production and it was stored at 10°C for 10 days, the growth of L. monocytogenes was suppressed. When the cheese curd with MO emulsion was stored at 4°C, the bacterial count was significantly decreased (P < 0.05), and no bacterial growth was observed after 14 days of storage. Furthermore, the sensory characteristics of cheese curd with the MO emulsion were acceptable. These results indicate MO emulsions may be useful in controlling the growth of L. monocytogenes in fresh cheese.


Assuntos
Queijo , Listeria monocytogenes , Queijo/microbiologia , Emulsões , Microbiologia de Alimentos , Mostardeira , Óleos de Plantas
14.
Biol Reprod ; 107(2): 605-618, 2022 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-35368067

RESUMO

The litter size of mouse strains is determined by the number of oocytes naturally ovulated. Many attempts have been made to increase litter sizes by conventional superovulation regimens (e.g., using equine or human gonadotropins, eCG/hCG but had limited success because of unexpected decreases in the numbers of embryos surviving to term. Here, we examined whether rat-derived anti-inhibin monoclonal antibodies (AIMAs) could be used for this purpose. When C57BL/6 female mice were treated with an AIMA and mated, the number of healthy offspring per mouse increased by 1.4-fold (11.9 vs. 8.6 in controls). By contrast, treatment with eCG/hCG or anti-inhibin serum resulted in fewer offspring than in nontreated controls. The overall efficiency of production based on all females treated (including nonpregnant ones) was improved 2.4 times with AIMA compared with nontreated controls. The AIMA treatment was also effective in ICR mice, increasing the litter size from 15.3 to 21.2 pups. We then applied this technique to an in vivo genome-editing method (improved genome-editing via oviductal nucleic acid delivery, i-GONAD) to produce C57BL/6 mice deficient for tyrosinase. The mean litter size following i-GONAD increased from 4.8 to 7.3 after the AIMA treatment and genetic modifications were confirmed in 80/88 (91%) of the offspring. Thus, AIMA treatment is a promising method for increasing the litter size of mice and may be applied for the easy proliferation of mouse colonies as well as in vivo genetic manipulation, especially when the mouse strains are sensitive to handling.


Assuntos
Gonadotropina Coriônica , Inibinas , Animais , Anticorpos Monoclonais , Feminino , Edição de Genes , Cavalos , Humanos , Tamanho da Ninhada de Vivíparos , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos ICR , Gravidez , Ratos , Superovulação , Tecnologia
15.
J Oleo Sci ; 71(3): 411-417, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35236799

RESUMO

In this study, the antibacterial properties of the volatile components of four essential oils (cinnamon, clove, origanum, and peppermint oil) and five of their components (allyl isothiocyanate (AITC), carvacrol, citral, eugenol, and (+)-limonene) against five food-related bacteria (Escherichia coli, Listeria monocytogenes, Salmonella Typhimurium, Pseudomonas fluorescens, and Enterococcus faecalis) were evaluated. The results of disc volatilization method revealed that AITC exhibited antibacterial activity against the five tested strains at the lowest concentration, as did cinnamon oil and carvacrol. Moreover, the total aerobic bacterial count in coleslaw salad was suppressed in all test groups treated with AITC compared to that in control.


Assuntos
Listeria monocytogenes , Óleos Voláteis , Antibacterianos/farmacologia , Cinnamomum zeylanicum , Microbiologia de Alimentos , Testes de Sensibilidade Microbiana , Óleos Voláteis/farmacologia
16.
Brain Pathol ; 32(1): e13014, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34390072

RESUMO

Previous studies have revealed risk for cognitive impairment in cardiovascular diseases. We investigated the relationship between degenerative changes of the brain and heart, with reference to Alzheimer's disease (AD) pathologies, cardiac transthyretin amyloid (ATTR) deposition, and cardiac fibrosis. A total of 240 consecutive autopsy cases of a Japanese population-based study were examined. ß amyloid (Aß) of senile plaques, phosphorylated tau protein of neurofibrillary tangles, and ATTR in the hearts were immunohistochemically detected and graded according to the NIH-AA guideline for AD pathology and as Tanskanen reported, respectively. Cerebral amyloid angiopathy (CAA) was graded according to the Vonsattel scale. Cardiac fibrosis was detected by picrosirius red staining, followed by image analysis. Cardiac ATTR deposition occurred after age 75 years and increased in an age-dependent manner. ATTR deposition was more common, and of higher grades, in the dementia cases. We subdivided the cases into two age groups: ≤90 years old (n = 173) and >90 years old (n = 67), which was the mean and median age at death of the AD cases. When adjusted for age and sex, TTR deposition grades correlated with Aß phase score (A2-3), the Consortium to Establish a Registry for AD score (sparse to frequent), and high Braak stage (V-VI) only in those aged ≤90 years at death. No significant correlation was observed between the cardiac ATTR deposition and CAA stages, or between cardiac fibrosis and AD pathologies. Collectively, AD brain pathology correlated with cardiac TTR deposition among the older adults ≤90 years.


Assuntos
Doença de Alzheimer , Angiopatia Amiloide Cerebral , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/patologia , Peptídeos beta-Amiloides/metabolismo , Encéfalo/patologia , Angiopatia Amiloide Cerebral/patologia , Humanos , Emaranhados Neurofibrilares/metabolismo , Placa Amiloide/patologia , Pré-Albumina/metabolismo
17.
J Gastroenterol Hepatol ; 37(4): 678-684, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34911147

RESUMO

BACKGROUND AND AIM: Recently, multimodal representation learning for images and other information such as numbers or language has gained much attention. The aim of the current study was to analyze the diagnostic performance of deep multimodal representation model-based integration of tumor image, patient background, and blood biomarkers for the differentiation of liver tumors observed using B-mode ultrasonography (US). METHOD: First, we applied supervised learning with a convolutional neural network (CNN) to 972 liver nodules in the training and development sets to develop a predictive model using segmented B-mode tumor images. Additionally, we also applied a deep multimodal representation model to integrate information about patient background or blood biomarkers to B-mode images. We then investigated the performance of the models in an independent test set of 108 liver nodules. RESULTS: Using only the segmented B-mode images, the diagnostic accuracy and area under the curve (AUC) values were 68.52% and 0.721, respectively. As the information about patient background and blood biomarkers was integrated, the diagnostic performance increased in a stepwise manner. The diagnostic accuracy and AUC value of the multimodal DL model (which integrated B-mode tumor image, patient age, sex, aspartate aminotransferase, alanine aminotransferase, platelet count, and albumin data) reached 96.30% and 0.994, respectively. CONCLUSION: Integration of patient background and blood biomarkers in addition to US image using multimodal representation learning outperformed the CNN model using US images. We expect that the deep multimodal representation model could be a feasible and acceptable tool for the definitive diagnosis of liver tumors using B-mode US.


Assuntos
Neoplasias Hepáticas , Área Sob a Curva , Humanos , Neoplasias Hepáticas/diagnóstico por imagem , Redes Neurais de Computação , Ultrassonografia/métodos
18.
PLoS One ; 16(12): e0261352, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34941901

RESUMO

When harmful bacteria are detected in the final product at a food manufacturing plant, it is necessary to identify and eliminate the source of contamination so that it does not occur again. In the current study, the source of contamination was tracked using core genome multilocus sequence typing (cgMLST) analysis in cases where Escherichia coli was detected in the final product at a food manufacturing plant. cgMLST analysis was performed on 40 strains of E. coli collected from the environment [floor (26 strains), drainage ditch (5 strains), container (4 strains), post-heating production line (1 strain)] and products [final product (3 strains) and intermediate product (1 strain)]. In total, 40 E. coli isolates were classified into 17 genogroups by cgMLST analysis. The 4 E. coli strains isolated from the intermediate and final products were classified into two genogroups (I and II). Certain isolates collected from the environment also belonged to those genogroups, it was possible to estimate the transmission of E. coli in the manufacturing plant. Thus, the dynamics of E. coli in the food manufacturing location were clarified by using cgMLST analysis. In conclusion, our results indicate that cgMLST analysis can be effectively used for hygiene management at food manufacturing locations.


Assuntos
Escherichia coli/classificação , Escherichia coli/genética , Tipagem de Sequências Multilocus/métodos , Surtos de Doenças , Infecções por Escherichia coli/microbiologia , Indústria Alimentícia/métodos , Genoma Bacteriano , Humanos , Instalações Industriais e de Manufatura , Epidemiologia Molecular/métodos , Filogenia , Sequenciamento Completo do Genoma/métodos
19.
Food Microbiol ; 100: 103849, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34416953

RESUMO

In this study, changes in the microbiota of Japanese Black beef carcasses, which are expected to be transported for a long time in chilled temperatures, were investigated. Three Japanese Black beef samples (carcasses A, B, and C) immediately after slaughter were stored at 0 °C for 15 weeks under aerobic and vacuum conditions. The initial bacterial counts were 50 CFU/g for carcass A and less than the reliable quantitative detection limit for carcasses B and C. Under aerobic storage conditions, the bacterial count increased to 8.0 log CFU/g or higher, which is a measure of putrefaction, at 6-9 weeks. Under anaerobic storage conditions, the bacterial counts of carcasses A and C reached 3.5-6.5 log CFU/g, but carcass B showed no bacterial growth during the 15-week storage period. The predominant group was Pseudomonas spp. under aerobic conditions and Serratia spp. under anaerobic conditions. To the best of our knowledge, there is no previous study investigating the transition of microbiota when Japanese Black beef is stored at low temperatures for a long period of time, and the results of this study are considered very important findings for the expansion of international trade of Japanese Beef in the future.


Assuntos
Bactérias/crescimento & desenvolvimento , Carne/microbiologia , Microbiota , Animais , Bactérias/classificação , Bactérias/isolamento & purificação , Carga Bacteriana , Bovinos , Contaminação de Alimentos/análise , Armazenamento de Alimentos
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