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Evaluation of cellular characteristics and genome editing responses in chicken primordial germ cell lines. 鸡原始生殖细胞系细胞特性和基因组编辑反应的评价。
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-21 DOI: 10.1016/j.jbiosc.2025.12.010
Yuya Kaneko, Yoshinori Kawabe, Ken-Ichi Nishijima, Masamichi Kamihira

Chicken primordial germ cells (cPGCs) hold great potential for genetic modification and germ cell research in chickens. In this study, we evaluated the cellular characteristics of three cPGC lines: cPGC-1, cPGC-2, and cPGC-3. cPGC-1 and cPGC-2 were derived from male chickens, whereas cPGC-3 was derived from a female chicken. We analyzed and compared cell proliferation rates, marker gene expression, and gonadal colonization abilities. Three different cell culture temperatures were assessed (37 °C, 39 °C, and 41 °C) and proliferation rates were highest for all cPGC lines at 39 °C. Additionally, cPGC-1 demonstrated a higher proliferation rate than cPGC-2. No significant differences were observed between cPGC-1 and cPGC-2 with regard to the expression of germ cell and pluripotency marker genes (Cvh, Dazl, Pou5f3, and Nanog). To assess changes in cellular characteristics before and after genetic modification, we performed a green fluorescent protein (GFP) gene knock-in using the CRISPR/Cas9 system, followed by site-specific integration of the scFv-Fc gene using the Cre-loxP system. Transplantation experiments revealed that cPGC-2/GFP exhibited higher gonadal colonization efficiency than cPGC-1/GFP. This study demonstrates differences in cellular characteristics among established cPGC lines and highlights the impact of genetic modification on cPGC function. Our findings emphasize the importance of selecting appropriate cell lines and optimizing culture conditions based on cPGC traits to achieve efficient and reproducible production of transgenic chickens. These insights will aid in the conservation of poultry genetic resources and the advancement of transgenic chicken production for both research and industrial applications.

鸡原始生殖细胞(cPGCs)在鸡的遗传修饰和生殖细胞研究中具有很大的潜力。在这项研究中,我们评估了三个cPGC系:cPGC-1, cPGC-2和cPGC-3的细胞特性。cPGC-1和cPGC-2来源于公鸡,而cPGC-3来源于一只母鸡。我们分析并比较了细胞增殖率、标记基因表达和性腺定植能力。三种不同的细胞培养温度(37°C, 39°C和41°C)进行了评估,所有cPGC系在39°C时的增殖率最高。此外,cPGC-1的增殖率高于cPGC-2。cPGC-1和cPGC-2在生殖细胞和多能性标记基因(Cvh、Dazl、Pou5f3和Nanog)的表达方面无显著差异。为了评估基因修饰前后细胞特性的变化,我们使用CRISPR/Cas9系统进行了绿色荧光蛋白(GFP)基因敲入,然后使用Cre-loxP系统对scFv-Fc基因进行了位点特异性整合。移植实验表明,cPGC-2/GFP比cPGC-1/GFP具有更高的生殖腺定殖效率。本研究证明了已建立的cPGC系之间细胞特性的差异,并强调了基因修饰对cPGC功能的影响。我们的研究结果强调了基于cPGC特性选择合适的细胞系和优化培养条件对于实现高效、可复制的转基因鸡生产的重要性。这些见解将有助于保护家禽遗传资源和推进转基因鸡生产的研究和工业应用。
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引用次数: 0
Single-cell ATP monitoring in Escherichia coli engineered for polyhydroxybutyrate production using the fluorescent biosensor QUEEN. 荧光生物传感器QUEEN用于多羟基丁酸生产的大肠杆菌单细胞ATP监测。
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-20 DOI: 10.1016/j.jbiosc.2025.12.004
Wataru Fuji, Ayaka Kajikawa, Shin-Ichi Hachisuka, Hiroya Tomita, Hiroshi Kikukawa, Hiromi Imamura, Ken'ichiro Matsumoto

Polyhydroxyalkanoates (PHAs) are polyesters accumulated by various microorganisms as intracellular inclusions. In this study, Escherichia coli was engineered to co-express PHA biosynthetic genes and the ratiometric fluorescent biosensor QUEEN. QUEEN is a genetically encoded fusion protein comprising green fluorescent protein and the ε subunit of ATP synthase, which functions as an ATP-binding domain. Its fluorescence intensity ratio at two wavelengths reflects intracellular ATP levels. In this study, we aimed to monitor in situ ATP levels during poly(3-hydroxybutyrate) [P(3HB)] production in E. coli. The metabolic pathway was designed to initiate and enhance P(3HB) synthesis through precursor (3HB) supplementation, while PHA biosynthetic genes were constitutively expressed. Consequently, P(3HB) production was successfully induced in recombinant cells harboring the QUEEN gene, with 78 % of Nile Blue-stained cells exhibiting PHA inclusions under microscopy. QUEEN remained functionally expressed under both P(3HB)-producing and non-producing conditions. Single-cell fluorescence measurements using QUEEN revealed no significant difference in ATP levels between the two conditions. These results suggested that E. coli possesses homeostatic functions in energy metabolism during PHA production.

聚羟基烷酸酯(PHAs)是由各种微生物作为细胞内包裹体积累的聚酯。在本研究中,大肠杆菌被改造成共同表达PHA生物合成基因和比例荧光生物传感器QUEEN。QUEEN是一种由绿色荧光蛋白和ATP合酶ε亚基组成的基因编码融合蛋白,其功能是ATP结合域。其两个波长的荧光强度比反映细胞内ATP水平。在这项研究中,我们旨在监测大肠杆菌生产聚(3-羟基丁酸盐)[P(3HB)]过程中的原位ATP水平。代谢途径旨在通过补充前体(3HB)启动和增强P(3HB)合成,而PHA生物合成基因则组成性表达。因此,在含有QUEEN基因的重组细胞中成功诱导P(3HB)的产生,显微镜下78%的尼罗河蓝染色细胞显示PHA包涵体。在产生P(3HB)和不产生P(3HB)的条件下,QUEEN都保持功能表达。使用QUEEN的单细胞荧光测量显示,两种条件下ATP水平无显著差异。这些结果表明,大肠杆菌在PHA产生过程中具有能量代谢稳态功能。
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引用次数: 0
Metabolic pathway of the rare sugar 5-keto-d-fructose in the oleaginous yeast Lipomycesstarkeyi. 产油酵母中罕见糖5-酮-d-果糖的代谢途径。
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-20 DOI: 10.1016/j.jbiosc.2025.12.009
Yukie Noyori, Rikako Sato, Kei Takeshita, Kazuki Mori, Kosuke Tashiro, Yujiro Higuchi, Hiromi Maekawa, Hiroaki Takaku, Kaoru Takegawa

Acetic acid bacteria convert environmental sugars and alcohols into acetic acid and various sugars through oxidative fermentation, resulting in the accumulation of these compounds at high concentrations in the culture medium. One such product is the rare sugar 5-keto-d-fructose (5-KF). In Gluconobacter species, 5-KF is transported into the cell and reduced to fructose in a single step by 5-ketofructose reductase, allowing entry into glycolysis. However, it remains unclear whether eukaryotic microorganisms can metabolize 5-KF or which genes are involved in this process. In this study, we investigated the ability of various yeasts to utilize 5-KF and identified genes involved in its metabolism. The model yeasts Saccharomyces cerevisiae and Schizosaccharomyces pombe were unable to grow on 5-KF, whereas the oleaginous yeast Lipomyces starkeyi efficiently metabolized this sugar. RNA-seq analysis of L. starkeyi grown on 5-KF revealed genes specifically upregulated in response to 5-KF. Based on gene annotation and expression profiles, a putative metabolic pathway was proposed. Gene knockout analyses showed that mutants deficient in specific steps of the pathway grew on downstream intermediates but failed to grow on upstream substrates, indicating loss of the corresponding enzymatic functions. These results suggest that L. starkeyi metabolizes 5-KF via a multistep pathway, 5-KF → l-sorbose → d-sorbitol → d-fructose. This study provides the first evidence of a 5-KF metabolic pathway in yeast, distinct from the single-step conversion to fructose observed in Gluconobacter species.

乙酸细菌通过氧化发酵将环境中的糖和醇转化为乙酸和各种糖,使这些化合物在培养基中高浓度积累。其中一种产品是罕见的糖5-酮-d-果糖(5-KF)。在葡萄糖杆菌中,5-KF被运输到细胞中,并通过5-酮果糖还原酶一步还原为果糖,从而进入糖酵解。然而,真核微生物是否能够代谢5-KF或哪些基因参与了这一过程尚不清楚。在这项研究中,我们研究了各种酵母利用5-KF的能力,并鉴定了参与其代谢的基因。酿酒酵母菌和裂糖酵母菌不能在5-KF上生长,而产油酵母菌starkeyi能有效地代谢这种糖。对生长在5-KF上的L. starkeyi的RNA-seq分析揭示了对5-KF的特异性上调基因。基于基因注释和表达谱,提出了一种推测的代谢途径。基因敲除分析表明,缺乏该途径特定步骤的突变体在下游中间体上生长,但不能在上游底物上生长,这表明失去了相应的酶功能。这些结果表明,L. starkeyi通过5-KF→l-山梨糖→d-山梨醇→d-果糖的多步骤代谢5-KF。这项研究提供了酵母中5-KF代谢途径的第一个证据,不同于在葡萄糖杆菌物种中观察到的单步转化为果糖。
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引用次数: 0
Single-cell transcriptomic profiling of platelet-adherent circulating tumor cells using a microcavity-gel manipulation platform. 利用微腔凝胶操作平台对血小板粘附循环肿瘤细胞进行单细胞转录组学分析。
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-19 DOI: 10.1016/j.jbiosc.2025.12.007
Tomoko Yoshino, Sakurako Sato, Marshila Kaha, Takeru Kobayashi, Ryo Negishi, Tsuyoshi Tanaka, Tatsu Shimoyama, Takeshi Sawada, Yusuke Kanemasa, Fumiaki Koizumi

Pancreatic cancer remains one of the most lethal malignancies, with a 5-year survival rate of less than 9 %, primarily due to its aggressive metastasis and drug resistance. Circulating tumor cells (CTCs), which are key mediators of metastasis, are critical for understanding these clinical challenges. In this study, we applied a single-cell transcriptome analysis platform combining a microcavity array (MCA) and gel-based cell manipulation (GCM) technique for marker-independent cell recovery to analyze CTCs from patients with metastatic pancreatic cancer. Using pancreatic cancer cell lines, we demonstrated that this microcavity-gel manipulation platform enables high-quality single-cell RNA sequencing while preserving intrinsic molecular characteristics. Furthermore, spiking experiments with cancer cells in blood confirmed that the process minimizes contamination from non-target blood cells. Application of this platform to patient-derived CTCs revealed that most CTCs exhibited epithelial-mesenchymal transition (EMT)-like features and high expression of platelet-related genes such as PF4 and PPBP, suggesting platelet-driven EMT activation. In addition, CTCs were consistently arrested in the G1 phase of the cell cycle, implying a potential survival mechanism under therapeutic stress. These findings highlight the utility of microcavity-gel manipulation platform for robust single-cell transcriptomic profiling and provided novel insights into the biology of pancreatic CTCs.

胰腺癌仍然是最致命的恶性肿瘤之一,5年生存率低于9%,主要是由于其侵袭性转移和耐药性。循环肿瘤细胞(CTCs)是转移的关键介质,对于理解这些临床挑战至关重要。在这项研究中,我们应用单细胞转录组分析平台,结合微腔阵列(MCA)和凝胶细胞操作(GCM)技术,进行不依赖标记的细胞恢复,分析转移性胰腺癌患者的ctc。使用胰腺癌细胞系,我们证明了这种微腔凝胶操作平台能够在保持固有分子特征的同时实现高质量的单细胞RNA测序。此外,血液中癌细胞的尖峰实验证实,该过程将非目标血细胞的污染降至最低。将该平台应用于患者源性CTCs发现,大多数CTCs表现出上皮-间充质转化(epithelial-mesenchymal transition, EMT)样特征,并高表达血小板相关基因,如PF4和PPBP,表明血小板驱动EMT激活。此外,ctc在细胞周期的G1期持续阻滞,这意味着在治疗应激下存在潜在的生存机制。这些发现强调了微腔凝胶操作平台在强大的单细胞转录组分析中的实用性,并为胰腺CTCs的生物学提供了新的见解。
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引用次数: 0
Characterization of flavor quality in sago starch produced by different processing methods: Insights from physicochemical, metabolomic, and sensory analyses. 不同加工方法西米淀粉风味品质的表征:来自物理化学、代谢组学和感官分析的见解。
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-17 DOI: 10.1016/j.jbiosc.2025.11.011
Giri R Barokah, Azis B Sitanggang, Eiichiro Fukusaki, Sastia P Putri

Sago is a high-carbohydrate, naturally gluten-free product derived from tropical palm trees, serving as an essential staple food in many regions of Southeast Asia and the Pacific Islands. The various processing methods used to produce sago starch can influence its overall quality, including its flavor. To date, a comprehensive analysis of its flavor quality across different processing methods has not yet been conducted. This study aimed to characterize the flavor quality of sago starch by combining physicochemical, metabolomic, and sensory analyses. Sago starch samples produced using traditional, semi-mechanized, and modern methods were collected and analyzed. Principal component and heatmap analyses revealed that traditional processing resulted in lower sensory and physicochemical quality, characterized by higher off-flavor compounds, particularly organic acids, likely due to uncontrolled microbial activity. In contrast, modern processing yielded higher levels of sugars such as sucrose and fructose, associated with desirable flavor, while semi-mechanized processing produced intermediate flavor profiles, possibly due to partial fermentation. Partial least squares regression analysis identified potential key metabolites related to flavor deterioration in sago starch, including octanoic acid, 3-methylbutyric acid, and hexanal. These findings can support improvements in sago starch processing to enhance flavor quality and guide quality control strategies in the industry.

西米是一种高碳水化合物,从热带棕榈树中提取的天然无麸质产品,是东南亚许多地区和太平洋岛屿必不可少的主食。用于生产西米淀粉的各种加工方法会影响其整体质量,包括其风味。迄今为止,尚未对其不同加工方法的风味质量进行全面分析。本研究旨在通过物理化学、代谢组学和感官分析相结合的方法来表征西米淀粉的风味品质。采用传统、半机械化和现代方法对西米淀粉样品进行了收集和分析。主成分分析和热图分析表明,传统加工导致感官和物理化学质量较低,其特征是高异味化合物,特别是有机酸,可能是由于不受控制的微生物活动。相比之下,现代加工产生了更高水平的糖,如蔗糖和果糖,与理想的风味有关,而半机械化加工产生了中间风味,可能是由于部分发酵。偏最小二乘回归分析确定了西米淀粉中与风味退化相关的潜在关键代谢物,包括辛酸、3-甲基丁酸和己醛。这些发现可以支持西米淀粉加工的改进,以提高风味质量,并指导工业质量控制策略。
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引用次数: 0
Development of monoclonal antibody targeting membrane protein utilizing modified Ecobody technology. 利用改良Ecobody技术制备膜蛋白单克隆抗体。
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-16 DOI: 10.1016/j.jbiosc.2025.12.001
Daffa Sean Adinegoro, Teruyo Ojima-Kato, Hideo Nakano

This study presents a preliminary report on the development of rabbit monoclonal antibodies targeting the extracellular domain of rat G protein-coupled receptor 54 (GPR54). The extracellular domain of GPR54 (GPR54 ECD) was fused with the albumin-binding domain of Streptococcus sp. protein G, and subsequently expressed in Escherichia coli, purified, and used to immunize a rabbit. Antigen-specific B cells were isolated using fluorescently labeled peptides corresponding to the GPR54 extracellular domain 2 region. Antibody genes were amplified from the sorted B cells, cloned into vectors, and transformed into competent cells. Combinatorial pairing of light and heavy chain genes, followed by cell-free protein synthesis, led to the identification of four antibody pairs with reactivity toward the GPR54 ECD based on enzyme-linked immunosorbent assay. Western blotting confirmed the ability to detect target proteins with minimal cross-reactivity. This study highlights the possible use of the combinatorial pairing of antibody genes to isolate rare antigen-specific monoclonal antibodies.

本研究初步报道了靶向大鼠G蛋白偶联受体54 (GPR54)胞外结构域的兔单克隆抗体的研制。GPR54的胞外结构域(GPR54 ECD)与链球菌蛋白G的白蛋白结合结构域融合,随后在大肠杆菌中表达、纯化并用于兔免疫。抗原特异性B细胞分离使用荧光标记肽对应的GPR54胞外结构域2区域。从分选的B细胞中扩增抗体基因,克隆到载体中,转化为感受态细胞。将轻链和重链基因组合配对,然后进行无细胞蛋白合成,基于酶联免疫吸附法鉴定出4对对GPR54 ECD具有反应性的抗体。Western blotting证实了以最小交叉反应性检测靶蛋白的能力。本研究强调了利用抗体基因组合配对分离罕见抗原特异性单克隆抗体的可能性。
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引用次数: 0
Biosynthesis of poly(6-hydroxyhexanoate) [poly(ε-caprolactone)] using engineered polyhydroxyalkanoate synthetic system in Escherichia coli. 利用工程聚羟基烷酸酯合成体系在大肠杆菌中生物合成聚(6-羟基己酸酯)[聚(ε-己内酯)]
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-14 DOI: 10.1016/j.jbiosc.2025.12.006
Kengo Yanagawa, Shin-Ichi Hachisuka, Haruno Kusumoto, Kazuki Yamamoto, Shoko Furukawa, Mamoru Sasaki, Kyogo Iseki, Naoya Nakagawa, Shogo Nakano, Hiroshi Kikukawa, Ken'ichiro Matsumoto

Poly(ε-caprolactone) (PCL), also known as poly(6-hydroxyhexanoate) [P(6HHx)], is a biodegradable polyester characterized by excellent flexibility, processability, and marine degradability, making it a promising alternative to conventional plastics. However, current chemical syntheses of PCL rely on metal-catalyzed ring-opening polymerization of ε-caprolactone, raising concerns about metal contamination and environmental sustainability. Here, we report a biological method to synthesize PCL [P(6HHx)] using an engineered polyhydroxyalkanoate (PHA) system in Escherichia coli. An artificial PHA synthase (PhaC), FcPhaC4, designed via a full-consensus design algorithm to enhance structural stability and broaden substrate specificity, was employed for polymer production. E. coli expressing FcPhaC4 and cultivated with the supplementation of 6HHx synthesized polymer, confirmed to be PCL by 1H/13C Nuclear Magnetic Resonance and Matrix Assisted Laser Desorption/Ionization-Time of Flight Mass Spectrometry analyses. The F313Y mutant of FcPhaC4 further improved PCL yield. In addition, using these enzymes, random copolymer P(3-hydroxybutyrate-co-6HHx) was synthesized at desired monomer compositions. In vitro assays demonstrated that FcPhaC4 and its mutant exhibited activity toward 6HHx-CoA as a sole substrate, being consistent with their homopolymer-producing capacity. These results indicated that FcPhaC4 is the first enzyme capable of biologically synthesizing PCL homopolymer.

聚(ε-己内酯)(PCL),又称聚(6-羟基己酸酯)[P(6HHx)],是一种可生物降解聚酯,具有优异的柔韧性、加工性和海洋降解性,是一种很有前途的传统塑料替代品。然而,目前PCL的化学合成依赖于ε-己内酯的金属催化开环聚合,这引起了人们对金属污染和环境可持续性的担忧。在这里,我们报道了一种在大肠杆菌中利用工程聚羟基烷酸酯(PHA)体系合成PCL [P(6HHx)]的生物学方法。采用全共识设计算法设计的人工PHA合成酶(PhaC) FcPhaC4用于聚合物生产,以提高结构稳定性和扩大底物特异性。通过1H/13C核磁共振和基质辅助激光解吸/电离飞行时间质谱分析,证实了表达FcPhaC4的大肠杆菌为PCL。fphac4的F313Y突变体进一步提高了PCL产量。此外,利用这些酶,以所需的单体组成合成了无序共聚物P(3-羟基丁酸酯-co- 6hhx)。体外实验表明,FcPhaC4及其突变体作为唯一底物对6HHx-CoA具有活性,这与它们的均聚物生产能力一致。这些结果表明,FcPhaC4是第一个能够生物合成PCL均聚物的酶。
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引用次数: 0
TNF-α-induced contractile dysfunction in three-dimensional engineered muscle. TNF-α-诱导的三维工程肌肉收缩功能障碍。
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-13 DOI: 10.1016/j.jbiosc.2025.12.008
Yukinori Tamura, Junpei Ishizaka, Sho Yokoyama, Ayune Ochi, Kota Kishishita, Ryo Nakajima, Maho Sakai, Ying Zeng, Airi Okugawa, Ryosuke Higuchi, Toshia Fujisato, Ken-Ichi Mizutani, Tomohiro Nakamura

Three-dimensional engineered muscle (3D-EM) provides a physiologically relevant model for examining skeletal muscle function. Tumor necrosis factor-α (TNF-α), a pro-inflammatory cytokine elevated in chronic conditions such as sarcopenia and cachexia, has been linked to muscle weakness. However, the mechanism underlying this effect remains unclear. In this study, we used a 3D-EM system to evaluate the direct impact of TNF-α on muscle contractile force. 3D-EM was produced by seeding C2C12 myoblasts with type I collagen on a culture device, followed by 15 days of differentiation. Constructs were then treated with TNF-α for 48 or 72 h, and contractile output was measured during electrical pulse stimulation. Immunohistochemical analysis and RNA sequencing (RNA-seq) with subsequent enrichment analysis were conducted to assess tissue structure and transcriptomic changes. After 48 h, TNF-α reduced contractile force by 60 %, and after 72 h, by 90 % relative to controls. Immunohistochemistry showed myotube atrophy accompanied by loss of fast-twitch fibers. RNA-seq combined with Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses indicated suppression of extracellular matrix, sarcomere organization, and calcium signaling pathways. These results suggest that TNF-α reduced force generation in 3D-EM by impairing extracellular matrix integrity, sarcomeric structure, and calcium-dependent contraction mechanisms, with preferential effects on fast-twitch fibers. Overall, this study offers mechanistic insight into the basis of sarcopenia and demonstrates the utility of 3D-EM as a model of cytokine-induced muscle weakness.

三维工程肌肉(3D-EM)为检查骨骼肌功能提供了一个生理学相关的模型。肿瘤坏死因子-α (TNF-α)是一种在肌肉减少症和恶病质等慢性疾病中升高的促炎细胞因子,与肌肉无力有关。然而,这种效应背后的机制尚不清楚。在这项研究中,我们使用3D-EM系统来评估TNF-α对肌肉收缩力的直接影响。将含有I型胶原的C2C12成肌细胞置于培养装置上,进行15天的分化,生成3D-EM。然后用TNF-α处理构建体48或72小时,并在电脉冲刺激时测量收缩输出。通过免疫组织化学分析和RNA测序(RNA-seq)以及随后的富集分析来评估组织结构和转录组学变化。48 h后,TNF-α使收缩力降低60%,72 h后,收缩力比对照组降低90%。免疫组化示肌管萎缩伴快肌纤维丢失。RNA-seq结合基因本体和京都基因与基因组百科分析表明,细胞外基质、肌瘤组织和钙信号通路受到抑制。这些结果表明,TNF-α通过损害细胞外基质完整性、肌肉结构和钙依赖性收缩机制来减少3D-EM中的力产生,并优先影响快肌纤维。总的来说,这项研究为肌肉减少症的基础提供了机制见解,并证明了3D-EM作为细胞因子诱导的肌肉无力模型的实用性。
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引用次数: 0
Identification and overexpression of genes encoding sugar alcohol transporter and metabolic enzymes for accelerated utilization in the yeast Kluyveromyces marxianus. 马氏克鲁维酵母糖醇转运蛋白及代谢酶基因的鉴定与过表达。
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2026-01-12 DOI: 10.1016/j.jbiosc.2025.12.003
Satoshi Ebe, Hitomi Nakamura, Mitsunari Matsuda, Yuki Terauchi, Rinji Akada, Hisashi Hoshida

The yeast Kluyveromyces marxianus assimilates various sugars, including sorbitol and mannitol. However, the metabolic pathways for sugar utilization, including sugar transporters, remain to be elucidated. To identify these genes in this study, first 13 candidate transporter genes were disrupted using a newly developed non-homologous end joining (NHEJ)-mediated gene disruption method, combined with targeted digestion using the CRISPR-Cas9 system. While most disruptants exhibited no clear growth defects in various sugar media, a disruptant of the KmMLEV2025 gene (named KmSAT1) failed to grow in either sorbitol or mannitol media, suggesting that it encodes a sugar alcohol transporter. Next, we investigated the candidate dehydrogenase genes crucial for sugar alcohol metabolism, as they are converted to fructose by dehydrogenases. KmXyl2p, a known xylitol dehydrogenase, is a candidate sorbitol dehydrogenase. Disruption of KmXYL2 caused growth defects in sorbitol medium, but not in mannitol medium. We disrupted several genes to identify the mannitol dehydrogenase, revealing that the disruption of KmSOU2, annotated as a sorbose reductase, resulted in a growth defect in the mannitol medium. The identified genes were overexpressed for the efficient utilization of sugar alcohols. The strain overexpressing KmSAT1, but not the dehydrogenase genes, started growing immediately, whereas the wild-type strain exhibited a lag time of several days. Furthermore, the final cell optical densities in both the sorbitol and mannitol media were higher than those observed in the glucose medium. These results indicated that overexpression of a sugar alcohol transporter is a highly effective strategy for biotechnological applications.

酵母菌马氏克鲁维酵母吸收各种糖,包括山梨醇和甘露醇。然而,糖利用的代谢途径,包括糖转运体,仍有待阐明。为了在本研究中鉴定这些基因,使用新开发的非同源末端连接(NHEJ)介导的基因破坏方法,结合CRISPR-Cas9系统的靶向消化,首先破坏了13个候选转运体基因。虽然大多数干扰物在各种糖培养基中没有明显的生长缺陷,但KmMLEV2025基因的一种干扰物(名为KmSAT1)在山梨醇或甘露醇培养基中都无法生长,这表明它编码了一种糖醇转运体。接下来,我们研究了对糖醇代谢至关重要的候选脱氢酶基因,因为它们被脱氢酶转化为果糖。KmXyl2p是已知的木糖醇脱氢酶,是山梨醇脱氢酶的候选物。KmXYL2的破坏在山梨醇培养基中引起生长缺陷,而在甘露醇培养基中没有。我们破坏了几个基因来鉴定甘露醇脱氢酶,揭示了KmSOU2的破坏,注释为一个山梨糖还原酶,导致甘露醇培养基中的生长缺陷。鉴定的基因被过表达,以有效地利用糖醇。过表达KmSAT1而不表达脱氢酶基因的菌株立即开始生长,而野生型菌株则表现出数天的滞后时间。此外,山梨醇和甘露醇培养基中的最终细胞光密度都高于葡萄糖培养基中的细胞光密度。这些结果表明,糖醇转运体的过表达是一种非常有效的生物技术应用策略。
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引用次数: 0
Sequential active learning for medium optimization in mAb production 单克隆抗体生产中介质优化的顺序主动学习。
IF 2.9 4区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2025-12-27 DOI: 10.1016/j.jbiosc.2025.12.002
Takamasa Hashizume , Koki Baba , Naoya Matsuo , Bei-Wen Ying
Monoclonal antibodies (mAbs) are key therapeutics for diseases like cancer and autoimmunity. The production of mAbs relies on cell culture, in which the culture medium for high productivity and activity is essential. Despite the traditional manual and advanced computational methodologies for medium optimization, it remains challenging to incorporate biological insights gained during cell culture experimentation into the optimization process. To address this issue, an active learning strategy that sequentially integrates machine learning predictions with experimental observations of biological meaningfulness was developed in the present study. Medium design and prediction were conducted with the combination of the design of experiment and two different machine learning models, to optimize the culture medium for Chinese hamster ovary (CHO) cells producing increased immunoglobulin G (IgG) titer. Using this approach, we iteratively adjusted the concentrations of 44 components in a serum-free medium and achieved a significant improvement in IgG monoclonal antibody production. Biological insights such as osmolality control and amino acid composition, which were not initially considered, were progressively incorporated into the data-driven optimization process. The proposed strategy is practical and effective, even under limited experimental resources, and offers a new direction for rational medium design in biopharmaceutical manufacturing.
单克隆抗体(mab)是治疗癌症和自身免疫等疾病的关键药物。单克隆抗体的生产依赖于细胞培养,其中具有高生产力和活性的培养基是必不可少的。尽管传统的人工和先进的计算方法用于培养基优化,但将细胞培养实验中获得的生物学见解纳入优化过程仍然具有挑战性。为了解决这个问题,本研究开发了一种主动学习策略,该策略将机器学习预测与生物学意义的实验观察相结合。采用实验设计和两种不同的机器学习模型相结合的方法进行培养基设计和预测,以优化中国仓鼠卵巢(CHO)细胞产生免疫球蛋白G (IgG)滴度的培养基。利用这种方法,我们在无血清培养基中反复调整44种组分的浓度,显著提高了IgG单克隆抗体的产量。生物学的见解,如渗透压控制和氨基酸组成,最初没有被考虑,逐步纳入数据驱动的优化过程。该策略在实验资源有限的情况下具有实用性和有效性,为生物制药生产中合理设计培养基提供了新的方向。
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引用次数: 0
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Journal of bioscience and bioengineering
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