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Unveiling the Nanomorphological Architecture of Malaria Vectors' Wings via Minkowski and Multifractal Formalisms. 通过Minkowski和多重分形形式揭示疟疾病媒翅膀的纳米形态结构。
IF 3 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-07-15 DOI: 10.1093/mam/ozaf071
Glenda Quaresma Ramos, Leandro Caio Correa Pinto, Robert Saraiva Matos, Carlos Alberto Rodrigues Costa, Stefanie Costa Pinto Lopes, Rosa Amélia Gonçalves Santana, Silvia Cássia Brandão Justiniano, Kildare Rocha de Miranda, Henrique Duarte da Fonseca Filho

Deciphering the nanoscale architecture of mosquito wings is crucial for understanding species-specific flight adaptations and vectorial behaviors. In this study, we present a comprehensive quantitative analysis of the wing surface morphology of Anopheles darlingi and Anopheles aquasalis. By integrating high-resolution microscopy with Minkowski functionals and multifractal formalism, we reveal pronounced interspecific and dorso-ventral asymmetries in mosquito wing surfaces at both micro- and nanoscales. Atomic force microscopic topographies revealed distinct differences in dorsal versus ventral surface roughness, with An. aquasalis displaying higher elevation variance and denser nanomorphological heterogeneity. Minkowski volume and boundary descriptors showed slower decay and broader distribution for An. aquasalis, especially on its dorsal side, indicative of complex topographic relief. Multifractal spectra, derived from the box-counting method across q = -10 to +10, exhibited larger width (Δα ≈ 1.073) and stronger left-symmetry (H ≈ -0.852) in An. aquasalis, compared to narrower and more symmetric spectra in An. darlingi (Δα ≈ 1.009; H ≈ -0.532). Generalized fractal dimensions (D0 ≈ 2.00; D2 range: 1.951-1.982) and singularity spectra asymmetry (Δf up to -1.732) further differentiated species and wing sides. These multiscale descriptors demonstrate that An. aquasalis, particularly its ventral surface, harbors higher degrees of nanomorphological complexity and textural irregularity.

破译蚊子翅膀的纳米结构对于理解物种特异性飞行适应和媒介行为至关重要。在这项研究中,我们对达林按蚊和水按蚊的翅膀表面形态进行了全面的定量分析。通过将高分辨率显微镜与闵可夫斯基泛函数和多重分形形式相结合,我们在微观和纳米尺度上揭示了蚊子翅膀表面明显的种间和背腹不对称。原子力显微形貌揭示了背侧和腹侧表面粗糙度的明显差异。水藻具有较高的海拔变异和致密的纳米形态异质性。An的Minkowski体积和边界描述子衰减较慢,分布较广。海岬,特别是其背面,表明地形起伏复杂。在q = -10 ~ +10区间用盒计数法得到的多重分形谱显示出较大的宽度(Δα≈1.073)和较强的左对称性(H≈-0.852)。与An中更窄和更对称的光谱相比,aquasalis。darlingi (Δα≈1.009;H≈-0.532)。广义分形维数(D0≈2.00;D2范围:1.951-1.982)和奇异谱不对称性(Δf达-1.732)进一步区分了物种和翼面。这些多尺度描述符证明了An。Aquasalis,特别是其腹侧表面,具有更高程度的纳米形态复杂性和纹理不规则性。
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引用次数: 0
Evaluation of Hepatotoxicity and Nephrotoxicity of Fenitrothion on Ultrastructural, Immunohistochemical, Histopathological, and Biochemical Changes: Protective Role of Gallic Acid. 非硝硫磷肝毒性和肾毒性的超微结构、免疫组织化学、组织病理学和生化变化评估:没食子酸的保护作用。
IF 3 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-07-15 DOI: 10.1093/mam/ozaf068
Fatma Gökçe Apaydin, Suna Kalender, Hatice Bas, Yusuf Kalender

Fenitrothion is a known environmental contaminant used in public health and agriculture. Gallic acid is a phenolic compound found in numerous plants. This study analyzed the hepatotoxic and nephrotoxic effects of Fenitrothion and evaluated the possible protective effect of gallic acid. Fenitrothion (32 mg/kg body weight/day) and gallic acid (50 mg/kg body weight/day) were administered to male rats by gavage for 28 days. In the present study, the renal (blood urea nitrogen, creatinine, and uric acid levels) and liver (albumin, total protein, aspartate aminotransferase, alanine aminotransferase, total cholesterol, triglyceride, lactate dehydrogenase) function markers in the blood, acetylcholinesterase activities, antioxidant enzyme activities and malondialdehyde level as markers of oxidative stress, and ultrastructural/histopathological/immunohistochemically changes were researched in liver and kidney tissues. Additionally, while superoxide dismutase, catalase, glutathione-S-transferase, and glutathione peroxidase activities were decreased in the liver and kidney tissue of rats treated with fenitrothion, malondialdehyde level was significantly increased. Histopathological and immunohistochemical analyses showed many injuries in the renal and hepatic tissue of fenitrothion-treated animals. Also, the supplementation of gallic acid with fenitrothion significantly improved fenitrothion-induced alterations in renal and liver function markers, antioxidant enzyme activities, acetylcholinesterase activities, malondialdehyde levels, and histological features of tissues.

杀虫剂是一种已知的用于公共卫生和农业的环境污染物。没食子酸是一种存在于许多植物中的酚类化合物。本研究分析了非硝硫磷的肝毒性和肾毒性作用,并评价了没食子酸可能的保护作用。雄性大鼠灌胃非硝硫磷(32 mg/kg体重/天)和没食子酸(50 mg/kg体重/天)28 d。本研究研究了肾脏(血尿素氮、肌酐和尿酸水平)和肝脏(白蛋白、总蛋白、天冬氨酸转氨酶、丙氨酸转氨酶、总胆固醇、甘油三酯、乳酸脱氢酶)血液功能标志物,以及作为氧化应激标志物的乙酰胆碱酯酶活性、抗氧化酶活性和丙二醛水平,以及肝脏和肾脏组织的超微结构/组织病理学/免疫组织化学变化。此外,非硝硫磷处理大鼠肝脏和肾脏组织中超氧化物歧化酶、过氧化氢酶、谷胱甘肽- s -转移酶和谷胱甘肽过氧化物酶活性降低,丙二醛水平显著升高。组织病理学和免疫组化分析显示,非硝硫磷处理动物的肾脏和肝脏组织有许多损伤。此外,在非硝基硫磷中添加没食子酸可显著改善非硝基硫磷诱导的肾和肝功能指标、抗氧化酶活性、乙酰胆碱酯酶活性、丙二醛水平和组织组织学特征的改变。
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引用次数: 0
Functions and Morphological Structure of Respiratory Horns and Eggs of the Biocontrol Agent Nepa cinerea Linnaeus, 1758 (Hemiptera: Nepidae). 生物防治剂Nepa cinerea Linnaeus, 1758的呼吸角和呼吸卵的功能和形态结构(半翅目:Nepidae)。
IF 3 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-07-15 DOI: 10.1093/mam/ozaf061
Hakan Ozdamar, Selami Candan, Nurcan Özyurt Koçakoğlu, Hicret Arslan

In this study, the oviposition behavior of the predatory water scorpion beetle Nepa cinerea Linnaeus, 1758 (Hemiptera: Nepidae), morphological structure of eggs, and respiratory horns are described using stereo, light, and electron microscopes. The first recorded N. cinerea specimens from Kırıkkale province were examined. N. cinerea females lay their eggs by sticking them vertically to the substrate. Eggs are elliptical, approximately 1.3 mm wide and 1.63 mm long. Fresh eggs are yellow, darkening. There are 5-8 respiratory horns at the anterior pole of the egg shell. There are numerous air pore openings on the respiratory horn surface. There are hexagonal patterns on the chorion surface. The egg is surrounded by the endochorion with vitelline envelope, the exochorion with tubercle, and the intrachorionic air space between them. The nymph hatches from the egg in 8-10 days. In this study, the development of N. cinerea, which plays an important role in the aquatic ecosystem, the structure and number of respiratory horns in its eggs, and the histology and anatomy of the chorion were emphasized. Clearly determining the preadult egg period that will ensure the continuity of the species will make a significant contribution to biodiversity and biocontrol studies.

本文利用立体显微镜、光学显微镜和电子显微镜对捕食水蝎甲虫Nepa cinerea Linnaeus, 1758(半翅目:水蝎科)的产卵行为、卵的形态结构和呼吸角进行了研究。研究了Kırıkkale省首次记录的灰螨标本。N. cinerea雌性通过将卵垂直地粘在基质上产卵。卵呈椭圆形,约1.3毫米宽,1.63毫米长。新鲜的鸡蛋是黄色的,正在变暗。蛋壳前极有5-8个呼吸角。呼吸角表面有许多气孔。绒毛膜表面呈六角形。卵被有卵黄膜的内绒毛膜、有结节的外绒毛膜和它们之间的膜内空隙所包围。若虫在8-10天内从卵中孵化出来。本研究着重介绍了在水生生态系统中起重要作用的灰衣北蝽(N. cinerea)的发育过程、卵中呼吸角的结构和数量以及绒毛膜的组织学和解剖学特征。明确确定成虫前卵期,确保物种的延续性,将对生物多样性和生物防治研究做出重大贡献。
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引用次数: 0
Molecular Investigation of the Effect of Black Fig (Ficus carica) Leaf Extract on Healing in Punch Biopsy Wound Model. 黑无花果(Ficus carica)叶提取物对穿孔活检伤口模型愈合作用的分子研究。
IF 3 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-07-15 DOI: 10.1093/mam/ozaf055
Sinem Gültekin Tosun, Esra Balcıoğlu, Korhan Arslan, Bilal Akyüz

This study aimed to investigate the effect of black fig (Ficus carica) leaf extract on the skin wound healing process. In the survey, Wistar albino female rats with skin wounds on their backs according to the circular excisional wound model were divided into three groups: control, cold cream, and 5% black fig leaf cream. Following wound formation, tissue samples were collected from each group for analysis on the 3rd, 7th, and 14th days. Inflammatory cell density, bleeding, fibroblast proliferation, epithelialization, and collagen formation in the collected wound tissues were determined by hematoxylin and eosin staining and Masson's trichrome staining; VEGF and COL I gene and protein expression levels involved in the wound healing process were determined by real-time PCR and immunohistochemical analysis. As a result of the analysis, it was determined that high re-epithelialization, fibroblast proliferation, angiogenesis development, and collagen formation were observed in the FCC group compared to the C and CC groups. At the end of the study, the positive effect of black fig leaf on wound healing was also shown genetically and histopathologically. Further studies are needed to explore the potential of black fig leaves as a therapeutic drug for the treatment of skin wounds.

本研究旨在探讨黑无花果叶提取物对皮肤创面愈合过程的影响。调查采用Wistar白化雌性大鼠背部皮肤创面按圆形切除创面模型分为对照组、冷膏组和5%黑无花果叶膏组。创面形成后,分别于第3、7、14天采集各组组织标本进行分析。采用苏木精染色、伊红染色和马松三色染色检测创面组织中炎症细胞密度、出血、成纤维细胞增殖、上皮化和胶原形成;采用实时荧光定量PCR和免疫组织化学方法检测参与创面愈合过程的VEGF、COL I基因及蛋白表达水平。分析结果表明,与C和CC组相比,FCC组观察到高的再上皮化,成纤维细胞增殖,血管生成发育和胶原形成。在研究结束时,黑无花果叶对伤口愈合的积极作用也显示了遗传和组织病理学。黑无花果叶作为皮肤伤口治疗药物的潜力有待进一步研究。
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引用次数: 0
Revealing the Structural Organization of Starch From Native Potatoes Using Polarization-Resolved Second Harmonic Generation Microscopy. 利用偏振分辨二次谐波发生显微镜揭示马铃薯淀粉的结构组织。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-07-15 DOI: 10.1093/mam/ozaf010
Kiran Kumar Kolathur, Nandana Bijulal, Gagan Raju, Bhaswati Sarmah, Vishwa Jyoti Baruah, Ishita Chakraborty, Sib Sankar Mal, Hemanth Noothalapati, Ajeetkumar Patil, Guan-Yu Zhuo, Nirmal Mazumder

Starch from a single botanical source can exhibit variations in physicochemical properties in both its native and hydrolyzed forms. This study examined the structural and functional characteristics of starch from five potato varieties of India. In vitro enzymatic hydrolysis was employed to determine the dextrose equivalent profile of each starch type. The amylose content among the five potato varieties ranged from 17.5 and 25%. Optical microscopy revealed that the native starch granules were ovoid or elliptical in shape. X-ray diffraction analysis confirmed the presence of starch crystallinity and identified spectral peaks characteristic of A-type starch crystals in the native form. Fourier transform infrared spectra indicated common stretching and deformation of bonds in all native starches. Differential scanning calorimeter endotherms showed the highest and lowest gelatinization peak temperatures among the starch varieties. Additionally, polarization-resolved second harmonic generation microscopy was employed to image the starch granules and obtain high-resolution structural insights, revealing distinctive patterns of starch crystallinity. The findings of this study can help to optimize the usage of potato starch in food and nonfood industries. Additionally, understanding the control points of starch digestion and genetically tailoring potato varieties with different digestibility profiles could be beneficial for nutraceutical applications.

来自单一植物来源的淀粉在其天然形式和水解形式下都可以表现出物理化学性质的变化。研究了印度5个马铃薯品种淀粉的结构和功能特征。采用体外酶解法测定每种淀粉的葡萄糖当量谱。5个马铃薯品种直链淀粉含量在17.5% ~ 25%之间。光学显微镜显示,天然淀粉颗粒呈卵形或椭圆形。x射线衍射分析证实了淀粉结晶度的存在,并鉴定出天然形态a型淀粉晶体特征的光谱峰。傅里叶变换红外光谱表明,所有天然淀粉的键都有拉伸和变形。差示扫描量热仪显示了不同淀粉品种糊化峰温度的最高和最低。此外,利用偏振分辨二次谐波显微镜对淀粉颗粒进行成像,获得高分辨率的结构洞察,揭示淀粉结晶度的独特模式。本研究结果有助于优化马铃薯淀粉在食品和非食品工业中的使用。此外,了解淀粉消化的控制点和基因定制不同消化率的马铃薯品种可能有助于营养保健应用。
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引用次数: 0
Comprehensive Comparison Between STEM-HAADF and TEM Bright-field Mode for Imaging Resin Embedded Biological Samples. STEM-HAADF与TEM亮场模式在树脂包埋生物样品成像中的综合比较
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-05-09 DOI: 10.1093/mam/ozaf038
Kayla Lynne Haberman, Jelena Danilovic Lukovic, Snezana Kovacevic, Xinyi Zhang, Bessie Kebaara, Joseph Taube, Debora Berti, Bernd Zechmann

Most investigations of resin embedded biological samples by transmission electron microscopy (TEM) have been performed in TEM bright-field mode where the electron beam transmits through the sample. Modern TEMs can also be used in scanning TEM mode (STEM) where the beam scans across the sample. The preferred detector for STEM mode is the high-angle annular dark-field (HAADF) detector. The aim of this study was to compare image quality of resin embedded biological samples such as yeast (Saccharomyces), algae (Chlorella, Haematococcus), plant leaves (Nicotiana), human cells (MCF7), and animal tissue (mouse liver and brain) between TEM bright-field and STEM-HAADF mode. Generally, images taken in STEM-HAADF mode showed better image quality in terms of contrast, brightness, and signal-to-noise ratio. Samples of sections that did not receive postcontrasting with uranyl acetate or lead citrate appeared significantly less grainy. Specifically, STEM-HAADF mode resulted in significantly better image quality of algae cells, MCF7, and liver cells that did not receive postcontrasting. Artifacts visible in TEM mode were absent in STEM-HAADF mode. Thus, we can conclude that STEM-HAADF mode has significant advantages when investigating resin embedded biological samples that have little contrast or sections that did not receive postcontrasting rendering postcontrasting of sections unnecessary.

通过透射电子显微镜(TEM)对树脂包埋生物样品的大多数研究都是在透射电子显微镜(TEM)的亮场模式下进行的,其中电子束通过样品传输。现代TEM也可用于扫描TEM模式(STEM),其中光束扫描整个样品。STEM模式的首选探测器是高角度环形暗场(HAADF)探测器。本研究的目的是比较树脂包埋的生物样品,如酵母(Saccharomyces)、藻类(小球藻、红球藻)、植物叶片(Nicotiana)、人类细胞(MCF7)和动物组织(小鼠肝脏和大脑)在TEM亮场和STEM-HAADF模式下的图像质量。一般来说,STEM-HAADF模式下拍摄的图像在对比度、亮度、信噪比等方面表现出更好的图像质量。未接受醋酸铀酰或柠檬酸铅后对比的切片样品显着减少颗粒状。具体而言,STEM-HAADF模式显著改善了未接受后对比的藻类细胞、MCF7和肝细胞的图像质量。TEM模式下可见的工件在STEM-HAADF模式下不存在。因此,我们可以得出结论,STEM-HAADF模式在研究树脂包埋的生物样品时具有显著的优势,这些样品的对比度很小,或者没有接受后对比的切片,因此无需进行后对比。
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引用次数: 0
A Reference Hydride Ratio Method for the Resolution of Al/Fe Peak Overlapping in Atom Probe Tomography Experiments. 原子探针层析实验中分辨Al/Fe峰重叠的参考氢化物比方法。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-05-09 DOI: 10.1093/mam/ozaf030
Aidar Zakirov, Yann Le Bouar, Frédéric Fossard, Williams Lefebvre

Precise Fe concentration measurements are essential to understand the kinetics of precipitation and evolution of mechanical properties in Al-Fe alloys. Moreover, with the increasing proportion of recycled metals, it is mandatory to rely on techniques capable of tracking impurities in Al-alloys to elucidate their effects on microstructure and properties. Atom Probe Tomography (APT) is a powerful material analysis tool capable of precise composition measurements. As it relies on time-of-flight mass spectrometry, the quality of the composition measurements is highly dependent on the proper peak identification and solving peak overlapping. The complexity of peak decomposition multiplies if molecular ions such as hydrides or oxides are present in the mass spectrum. Al-Fe is one of these systems, where three out of four peaks of Fe isotopes are overlapping with Al, AlH, and AlH2 mass intervals. To solve this complex peak overlapping case, an approach has been developed here. It is based on acquiring the Al-hydride formation ratio from APT analyses of standard materials, where no overlap with Fe peaks is observed. This simple method aims to improve the precision of Fe concentration measurements in Al-Fe system.

精确的铁浓度测量对于了解Al-Fe合金的析出动力学和力学性能的演变至关重要。此外,随着回收金属比例的增加,必须依靠能够跟踪铝合金中杂质的技术来阐明它们对组织和性能的影响。原子探针层析成像(APT)是一种功能强大的材料分析工具,能够精确测量成分。由于它依赖于飞行时间质谱法,因此成分测量的质量高度依赖于正确的峰识别和峰重叠的解决。如果分子离子如氢化物或氧化物存在于质谱中,则峰分解的复杂性倍增。Al-Fe就是其中之一,其中Fe同位素的四个峰中有三个与Al, AlH和AlH2的质量间隔重叠。为了解决这种复杂的峰重叠情况,本文提出了一种方法。它是基于从标准材料的APT分析中获得的al -氢化物形成比,其中没有观察到与铁峰重叠。这种简单的方法旨在提高铝铁体系中铁浓度测量的精度。
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引用次数: 0
Novel Focused Ion Beam Techniques for Enhanced Sample Preparation for In Situ Transmission Electron Microscopy Heating and Irradiation Experiments. 用于原位透射电镜加热和辐照实验的新型聚焦离子束增强样品制备技术。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-05-09 DOI: 10.1093/mam/ozaf029
Kerui Wei, Matthew Lindley, Xuzhao Liu, Sarah J Haigh, Ping Xiao, Philip J Withers, Anamul Haq Mir, Graeme Greaves, João P Martins, Junquan Lao, Xiangli Zhong

Focused ion beam (FIB) systems have revolutionized sample preparation for transmission electron microscopy (TEM), enabling precise and site-specific material analysis. However, the conventional ion beam-induced deposition (IBID) approach to preparing FIB samples can lead to contamination effects that can compromise the quality of TEM data acquisition. This study introduces an innovative FIB method for connecting TEM lamellae to support grids via redeposition, avoiding the contamination issue. We demonstrate the effectiveness of this technique through observations of a SiC phase within tristructural-isotropic particles during in situ high-temperature and irradiation TEM experiments, establishing an improved process for characterizing material behaviors during exposure to their industrially relevant environmental conditions.

聚焦离子束(FIB)系统彻底改变了透射电子显微镜(TEM)的样品制备,实现了精确和特定部位的材料分析。然而,传统的离子束诱导沉积(IBID)方法制备FIB样品会导致污染效应,从而影响TEM数据采集的质量。本研究介绍了一种创新的FIB方法,通过再沉积将TEM片层连接到支撑网格,避免了污染问题。我们通过在原位高温和辐照TEM实验中观察三结构各向同性颗粒中的SiC相来证明该技术的有效性,建立了一种改进的过程来表征材料在暴露于工业相关环境条件下的行为。
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引用次数: 0
Morphology of Mouthparts and Distribution of Sensilla in Immature Stages and Adults of Parthenium Beetles. 幼虫和成虫口器形态及感受器分布。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-05-09 DOI: 10.1093/mam/ozaf035
Priyanka Yadav, Arvind Kumar Patel, Desh Deepak Chaudhary, Bhupendra Kumar

The Parthenium beetle, Zygogramma bicolorata Pallister (Coleoptera: Chrysomelidae) is a notable biocontrol agent against invasive Parthenium weed in Australia, South Africa, and the Indian subcontinent. While larvae consume both inflorescences and leaves, and adults feed exclusively on leaves, no prior study has compared the mouthparts of Z. bicolorata larvae and adults. Present study utilized scanning electron microscopy to investigate the morphology and distribution of sensilla on mouthparts of fourth-instar larvae, pupae, and adults. Our results revealed that fourth-instar larvae had 9-different sensillum types: sensilla chaetica (Sch I-III), sensilla basiconica (Sb I-V), and sensilla digitiformia (Ds) on their mouthparts, whereas pupal sensilla were fewer and less distinct. In adults, 13-different sensillum types were present: sensilla chaetica (Sch I-III) on labrum, labium, mandibles, and maxillae; sensilla basiconica (Sb I-VI) on labium, epipharyx, lacinia, maxillary palps, and labial palps; sensilla digitiformia (Ds) on maxillary palps; and sensilla campaniformia (Sca), and sensilla coeloconica (Sco I-II) on epipharyx. These sensilla likely play vital roles in feeding behavior, sensory perception, and host plant detection. Our findings provide a microscopic morphological foundation for further research on food recognition mechanisms and local adaptations in specialist phytophagous insects.

Parthenium beetle, Zygogramma bicolorata Pallister(鞘翅目:金甲科)是澳大利亚、南非和印度次大陆的一种重要的防虫剂。虽然幼虫既吃花序也吃叶子,而成虫只吃叶子,但之前没有研究对双色瓢虫幼虫和成虫的口器进行比较。本研究利用扫描电子显微镜研究了四龄幼虫、蛹和成虫口器上感受器的形态和分布。结果表明,四龄幼虫口器上有9种不同的感受器类型:chaetica (Sch I-III)、basiconica (Sb I-V)和digitalformia (Ds),而蛹感受器较少且不明显。在成人中,存在13种不同类型的感受器:在唇、唇、下颌骨和上颌骨上的chaetica感受器(Sch - iii);基本感受器(sbi - vi)分布于唇、上睑、唇突、上颌和唇瓣;上颌触须上的数字感器(Ds);和感受器钟形感受器(Sca),和感受器coeloconica (Sco I-II)。这些感受器可能在摄食行为、感觉知觉和寄主植物检测中起着至关重要的作用。本研究结果为进一步研究特殊植食昆虫的食物识别机制和局部适应性提供了微观形态学基础。
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引用次数: 0
Three-Dimensional Reconstruction of Serial Block-Face Scanning Electron Microscopy Using Semantic Segmentation based on Semi-Supervised Deep Learning. 基于半监督深度学习语义分割的连续块脸扫描电镜三维重建。
IF 2.9 4区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-05-09 DOI: 10.1093/mam/ozaf047
Dal-Jae Yun, Junhyeong Park, Youngkwon Haam, Hee-Seok Kweon, Hwan Hur, Jisoo Kim, In-Yong Park, Ha Rim Lee, Haewon Jung

Serial block-face scanning electron microscopy (SBF-SEM) is employed to achieve high-resolution volume reconstructions and detailed ultrastructural analyses of complex organelles. The performance of SBF-SEM is evaluated according to the accuracy of segmentation. Our study introduces a semi-supervised learning approach using a segment interpolation method to mitigate the costs of manual segmentation. The shapes and locations of individual segments between sparsely annotated label images are estimated using the proposed method. The proposed method is particularly well suited for SBF-SEM, where alignment and fine cutting of samples allow for accurate predictions with a minimal amount of labelled data. To validate the deep neural networks trained using the proposed method, the F-1 score metric and the K-fold technique were utilized. The results achieved an F-1 score of 0.89 for mouse brain cells and 0.84 for inverted images during the validation process for semi-supervised learning. Testing on an independently separated test dataset yielded scores of 0.84 for mouse brain cells and 0.80 for inverted cases. The automatically segmented results were then reconstructed in volume images using the marching cube algorithm. This allows for a three-dimensional (3-D) analysis of complex organelles, with potential applications in the fields of biology and medicine.

采用连续块面扫描电镜(SBF-SEM)实现了复杂细胞器的高分辨率体积重建和详细的超微结构分析。根据分割的准确性来评价SBF-SEM的性能。我们的研究引入了一种半监督学习方法,使用分段插值方法来降低人工分割的成本。利用该方法估计稀疏标注的标签图像之间的单个片段的形状和位置。所提出的方法特别适合SBF-SEM,其中样品的校准和精细切割允许用最少的标记数据进行准确的预测。为了验证使用该方法训练的深度神经网络,使用了F-1评分度量和K-fold技术。在半监督学习的验证过程中,小鼠脑细胞的F-1得分为0.89,倒置图像的F-1得分为0.84。在独立分离的测试数据集上进行测试,小鼠脑细胞的得分为0.84,倒置病例的得分为0.80。然后使用行进立方体算法在体图像中重建自动分割的结果。这允许对复杂细胞器进行三维(3-D)分析,在生物学和医学领域具有潜在的应用。
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Microscopy and Microanalysis
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