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1.
Sci Total Environ ; 881: 163454, 2023 Jul 10.
Article in English | MEDLINE | ID: mdl-37061063

ABSTRACT

Wastewater-based epidemiology (WBE) is a promising tool to efficiently monitor COVID-19 prevalence in a community. For WBE community surveillance, automation of the viral RNA detection process is ideal. In the present study, we achieved near full-automation of a previously established method, COPMAN (COagulation and Proteolysis method using MAgnetic beads for detection of Nucleic acids in wastewater), which was then applied to detect SARS-CoV-2 in wastewater for half a year. The automation line employed the Maholo LabDroid and an automated-pipetting device to achieve a high-throughput sample-processing capability of 576 samples per week. SARS-CoV-2 RNA was quantified with the automated COPMAN using samples collected from two wastewater treatment plants in the Sagami River basin in Japan between 1 November 2021 and 24 May 2022, when the numbers of daily reported COVID-19 cases ranged from 0 to 130.3 per 100,000 inhabitants. The automated COPMAN detected SARS-CoV-2 RNA from 81 out of 132 samples at concentrations of up to 2.8 × 105 copies/L. These concentrations showed direct correlations with subsequently reported clinical cases (5-13 days later), as determined by Pearson's and Spearman's cross-correlation analyses. To compare the results, we also conducted testing with the EPISENS-S (Efficient and Practical virus Identification System with ENhanced Sensitivity for Solids, Ando et al., 2022), a previously reported detection method. SARS-CoV-2 RNA detected with EPISENS-S correlated with clinical cases only when using Spearman's method. Our automated COPMAN was shown to be an efficient method for timely and large-scale monitoring of viral RNA, making WBE more feasible for community surveillance.


Subject(s)
COVID-19 , RNA, Viral , Humans , Wastewater , SARS-CoV-2/genetics , COVID-19/diagnosis , Automation
2.
Sci Total Environ ; 856(Pt 1): 158966, 2023 Jan 15.
Article in English | MEDLINE | ID: mdl-36162583

ABSTRACT

During the coronavirus disease 2019 (COVID-19) pandemic, wastewater-based epidemiology (WBE) attracted attention as an objective and comprehensive indicator of community infection that does not require individual inspection. Although several severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) detection methods from wastewater have been developed, there are obstacles to their social implementation. In this study, we developed the COPMAN (Coagulation and Proteolysis method using Magnetic beads for detection of Nucleic acids in wastewater), an automatable method that can concentrate and detect multiple types of viruses from a limited volume (∼10 mL) of wastewater. The COPMAN consists of a high basicity polyaluminum chloride (PAC) coagulation process, magnetic bead-based RNA purification, and RT-preamplification, followed by qPCR. A series of enzymes exhibiting a high tolerance to PCR inhibitors derived from wastewater was identified and employed in the molecular detection steps in the COPMAN. We compared the detectability of viral RNA from 10-mL samples of virus-spiked (heat-inactivated SARS-CoV-2 and intact RSV) or unspiked wastewater by the COPMAN and other methods (PEG-qPCR, UF-qPCR, and EPISENS-S). The COPMAN was the most efficient for detecting spiked viruses from wastewater, detecting the highest level of pepper mild mottle virus (PMMoV), a typical intrinsic virus in human stool, from wastewater samples. The COPMAN also successfully detected indigenous SARS-CoV-2 RNA from 12 samples of wastewater at concentrations of 2.2 × 104 to 5.4 × 105 copies/L, during initial stages of an infection wave in the right and the left bank of the Sagami River in Japan (0.65 to 11.45 daily reported cases per 100,000 people). These results indicate that the COPMAN is suitable for detection of multiple pathogens from small volume of wastewater in automated stations.


Subject(s)
COVID-19 , Nucleic Acids , Viruses , Humans , SARS-CoV-2/genetics , RNA, Viral , Wastewater , COVID-19/diagnosis
3.
Magn Reson Imaging ; 57: 210-217, 2019 04.
Article in English | MEDLINE | ID: mdl-30465867

ABSTRACT

INTRODUCTION: Melanocortin 4 receptor-deficient (MC4R-KO) mice fed a high-fat diet (HFD) develop liver pathology similar to human nonalcoholic steatohepatitis (NASH). However, although liver histology and blood biochemistry have been reported, hepatic function has not been evaluated. In the present study, we evaluated hepatic function in MC4R-KO mice fed an HFD using dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) with gadolinium­ethoxybenzyl­diethylenetriamine pentaacetic acid (Gd-EOB-DTPA). MATERIALS AND METHODS: Wild type (WT) mice and MC4R-KO mice were fed a standard diet (SD) or an HFD for 20 weeks. The hepatic signal intensity was obtained from DCE-MRI images, and relative enhancement (RE), the time to maximum RE (Tmax), and the half-life of RE elimination (T1/2) were calculated. Histopathological analysis was then performed. RESULTS: Histological analysis with nonalcoholic fatty liver disease activity score (NAS) revealed that MC4R-KO mice fed an HFD achieved the NAS of 5. There was moderate fibrosis in MC4R-KO mice fed an HFD. DCE-MRI with Gd-EOB-DTPA showed that Tmax and T1/2 were significantly longer in MC4R-KO mice fed an HFD compared with wild type (WT) mice (Tmax, WT, 3.9 ±â€¯0.4 min; MC4R-KO, 7.4 ±â€¯1.5 min; T1/2, WT, 23.7 ±â€¯1.9 min; MC4R-KO, 62.5 ±â€¯18.5 min). Tmax and T1/2 were significantly correlated with histopathologic score (steatosis vs. Tmax, rho = 0.48, P = 0.04; steatosis vs. T1/2, rho = 0.50, P = 0.03; inflammation vs. Tmax, rho = 0.55, P = 0.02; inflammation vs. T1/2, rho = 0.61, P < 0.01; ballooning vs. T1/2, rho = 0.51, P = 0.03;fibrosis vs Tmax, rho = 0.72, P < 0.01; fibrosis vs T1/2, rho = 0.75, P < 0.01). CONCLUSIONS: MC4R-KO mice fed an HFD developed obesity and NASH. The liver kinetics of Gd-EOB-DTPA were significantly different in MC4R-KO mice fed an HFD from WT mice, and correlated with the histopathologic score. These results suggest that MC4R-KO mice fed an HFD mimic the hepatic pathology and liver function of human NASH, and therefore might be useful for the study of hepatic dysfunction during the fibrotic stage of NASH.


Subject(s)
Contrast Media , Image Enhancement/methods , Liver/physiopathology , Magnetic Resonance Imaging/methods , Non-alcoholic Fatty Liver Disease/diagnostic imaging , Non-alcoholic Fatty Liver Disease/physiopathology , Animals , Disease Models, Animal , Gadolinium DTPA , Liver/diagnostic imaging , Liver/pathology , Mice , Non-alcoholic Fatty Liver Disease/pathology , Receptor, Melanocortin, Type 4/deficiency
4.
Toxicol Pathol ; 46(6): 660-670, 2018 08.
Article in English | MEDLINE | ID: mdl-29929439

ABSTRACT

To identify the molecular profiles of islets from alloxan (ALX)- and streptozotocin (STZ)-treated rats, a microarray-based global gene expression analysis was performed on frozen islets isolated via laser capture microdissection. At 6 weeks old, rats were injected with ALX (40 mg/kg) or STZ (50 or 100 mg/kg) and then euthanized 24 hr later. Histopathological analysis showed ß-cell necrosis, macrophage infiltration, and islet atrophy. The extent of these changes was more notable in the STZ groups than in the ALX group. Transcriptome analysis demonstrated a significant up- or downregulation of cell cycle arrest-related genes in the p53 signaling pathway. Cyclin D2 and cyclin-dependent kinase inhibitor 1A, mediators of G1 arrest, were remarkably altered in STZ-treated rats. In contrast, cyclin-B1 and cyclin-dependent kinase 1, mediators of G2 arrest, were remarkably changed in ALX-treated rats. Genes involved in the intrinsic mitochondria-mediated apoptotic pathway were upregulated in the ALX and STZ groups. Moreover, heat-shock 70 kDA protein 1A ( Hspa1a), Hsp90ab1, and Hsph1 were upregulated in ALX-treated rats, suggesting that ALX treatment injures ß cells via endoplasmic reticulum stress. These results contribute to a better understanding of gene expression in the pathogenesis of islet toxicity.


Subject(s)
Alloxan/toxicity , Islets of Langerhans/drug effects , Laser Capture Microdissection/methods , Streptozocin/toxicity , Transcriptome/drug effects , Animals , Apoptosis/drug effects , Apoptosis/genetics , Cell Cycle Checkpoints/drug effects , Cell Cycle Checkpoints/genetics , Diabetes Mellitus, Experimental/genetics , Diabetes Mellitus, Experimental/pathology , Dose-Response Relationship, Drug , Down-Regulation , Gene Expression Profiling , Islets of Langerhans/pathology , Male , Rats , Rats, Sprague-Dawley , Up-Regulation
5.
Transgenic Res ; 24(3): 549-59, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25822531

ABSTRACT

The knock-in mouse is a powerful tool for biological research, but the stability of expression of an integrated gene strongly depends on where it is integrated in the mouse genome. At present, there are an insufficient number of loci suitable for gene knock-in, such as the Rosa26 locus. Therefore, in this study, we developed an efficient strategy for identifying genome loci suitable for gene knock-in and characterized the properties of such loci for gene integration. For efficient discovery and characterization, we constructed a new gene-trapping vector that enables monitoring of the expression of both trapped and integrated genes using fluorescence. We successfully obtained fluorescent-positive mouse embryonic stem cell (mESC) clones with the vector. Thorough analysis of the expression of fluorescent proteins in chimera embryos generated with the obtained mESC clones, some of the gene-trapped chimera embryos showed stable and ubiquitous expression of the integrated gene. Furthermore, adult mice derived from one of the gene-trapped mESC clones showed ubiquitous expression of the integrated gene in various tissues without any unusual phenotype. This indicated that the identified locus possesses high potential for foreign gene integration. Our strategy allows for efficient discovery and characterization of mouse genome loci for gene integration.


Subject(s)
Embryonic Stem Cells/physiology , Gene Knock-In Techniques/methods , Animals , Base Sequence , Blastocyst/physiology , Cell Line , Embryonic Stem Cells/cytology , Female , Fluorescent Dyes , Genetic Loci , Genetic Vectors , Green Fluorescent Proteins/genetics , Mice, Inbred C57BL , Mice, Transgenic , Molecular Sequence Data
6.
J Biol Chem ; 290(6): 3639-46, 2015 Feb 06.
Article in English | MEDLINE | ID: mdl-25525267

ABSTRACT

Chronic liver injury, often caused by alcoholism and viral hepatitis, causes liver fibrosis via the induction of collagen production. In liver fibrosis, hepatic stellate cells (HSCs) are activated and transform into myofibroblasts, which actively produce and secrete collagen into the extracellular matrix. Hsp47 (heat shock protein 47) is a collagen-specific molecular chaperone that is essential for the maturation and secretion of collagen. Here, we used the Cre-LoxP system to disrupt the Hsp47 gene in isolated HSCs from Hsp47 floxed mice. Immature type I procollagen accumulated and partially aggregated in Hsp47-KO HSCs. This accumulation was augmented when autophagy was inhibited, which induced expression of the endoplasmic reticulum (ER) stress-inducible proteins BiP (immunoglobulin heavy chain-binding protein) and Grp94 (94-kDa glucose-regulated protein). The inhibition of autophagy in Hsp47-KO HSCs also induced CHOP (CCAAT/enhancer-binding protein homologous protein), which is an ER stress-induced transcription factor responsible for apoptosis. These data suggest that apoptosis is induced through ER stress by procollagen accumulation in Hsp47-KO HSCs when autophagy is inhibited. Thus, Hsp47 could be a promising therapeutic target in liver fibrosis.


Subject(s)
Apoptosis , Endoplasmic Reticulum Stress , Gene Deletion , HSP47 Heat-Shock Proteins/metabolism , Hepatic Stellate Cells/metabolism , Animals , Autophagy , Cells, Cultured , Endoplasmic Reticulum Chaperone BiP , HSP47 Heat-Shock Proteins/genetics , Heat-Shock Proteins/genetics , Heat-Shock Proteins/metabolism , Membrane Glycoproteins/genetics , Membrane Glycoproteins/metabolism , Mice , Procollagen/metabolism
7.
J Cell Sci ; 125(Pt 5): 1118-28, 2012 Mar 01.
Article in English | MEDLINE | ID: mdl-22492985

ABSTRACT

Heat shock protein 47 kDa (Hsp47) is considered as a molecular chaperone essential for the correct folding of type I and type IV procollagen in the ER. However, the function of Hsp47 for other types of procollagen and its importance for chondrogenesis have never been elucidated. To examine the function of Hsp47 in cartilage formation and endochondral ossification, we conditionally inactivated the Hsp47 gene in chondrocytes using Hsp47 floxed mice and mice carrying a chondrocyte-specific Col2a1-Cre transgene. Hsp47 conditional null mutant mice died just before or shortly after birth, and exhibited severe generalized chondrodysplasia and bone deformities with lower levels of type II and type XI collagen. Second-harmonic generation (SHG) analysis and electron microscopy revealed the accumulation of misaligned type I collagen molecules in the intervertebral discs and a substantial decrease in type II collagen fibers, respectively. Whole-mount skeletal staining showed no calcified region in the vertebral bodies of sacral vertebrae, and revealed that the endochondral bones were severely twisted and shortened. These results demonstrate that Hsp47 is indispensable for well-organized cartilage and normal endochondral bone formation.


Subject(s)
Cartilage/metabolism , Chondrogenesis/physiology , HSP47 Heat-Shock Proteins/genetics , HSP47 Heat-Shock Proteins/metabolism , Osteogenesis/physiology , Animals , Bone and Bones/embryology , Bone and Bones/metabolism , Cartilage/embryology , Cells, Cultured , Chondrocytes/metabolism , Collagen Type I/biosynthesis , Collagen Type I/genetics , Collagen Type II/biosynthesis , Collagen Type II/genetics , Collagen Type XI/biosynthesis , Mice , Mice, Inbred C57BL , Mice, Knockout , Protein Folding
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