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Wnt signaling modulates the response to DNA damage in the Drosophila wing imaginal disc by regulating the EGFR pathway. Wnt信号通过调节表皮生长因子受体通路,调节果蝇翅膀像盘对DNA损伤的反应。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-24 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002547
Ben Ewen-Campen, Norbert Perrimon

Despite the deep conservation of the DNA damage response (DDR) pathway, cells in different contexts vary widely in their susceptibility to DNA damage and their propensity to undergo apoptosis as a result of genomic lesions. One of the cell signaling pathways implicated in modulating the DDR is the highly conserved Wnt pathway, which is known to promote resistance to DNA damage caused by ionizing radiation in a variety of human cancers. However, the mechanisms linking Wnt signal transduction to the DDR remain unclear. Here, we use a genetically encoded system in Drosophila to reliably induce consistent levels of DNA damage in vivo, and demonstrate that canonical Wnt signaling in the wing imaginal disc buffers cells against apoptosis in the face of DNA double-strand breaks. We show that Wg, the primary Wnt ligand in Drosophila, activates epidermal growth factor receptor (EGFR) signaling via the ligand-processing protease Rhomboid, which, in turn, modulates the DDR in a Chk2-, p53-, and E2F1-dependent manner. These studies provide mechanistic insight into the modulation of the DDR by the Wnt and EGFR pathways in vivo in a highly proliferative tissue. Furthermore, they reveal how the growth and patterning functions of Wnt signaling are coupled with prosurvival, antiapoptotic activities, thereby facilitating developmental robustness in the face of genomic damage.

尽管DNA损伤应答(DDR)通路具有很深的保守性,但不同环境下的细胞对DNA损伤的易感性以及因基因组病变而导致细胞凋亡的倾向却大相径庭。与调节 DDR 有关的细胞信号通路之一是高度保守的 Wnt 通路,已知该通路在多种人类癌症中促进对电离辐射造成的 DNA 损伤的抵抗力。然而,Wnt 信号转导与 DDR 的关联机制仍不清楚。在这里,我们利用果蝇的基因编码系统在体内可靠地诱导出一致水平的DNA损伤,并证明翼状胚盘中的典型Wnt信号转导能缓冲细胞在面对DNA双链断裂时的凋亡。我们的研究表明,果蝇体内的主要 Wnt 配体 Wg 可通过配体处理蛋白酶 Rhomboid 激活表皮生长因子受体(EGFR)信号转导,而后者又以 Chk2-、p53- 和 E2F1 依赖性方式调节 DDR。这些研究从机理上揭示了Wnt和表皮生长因子受体通路在体内高度增殖组织中对DDR的调控。此外,这些研究还揭示了 Wnt 信号的生长和模式化功能如何与促生存、抗凋亡活动相结合,从而在面对基因组损伤时促进发育的稳健性。
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引用次数: 0
"Best Paper" awards lack transparency, inclusivity, and support for Open Science. "最佳论文 "奖缺乏透明度、包容性和对开放科学的支持。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-23 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002715
Malgorzata Lagisz, Joanna Rutkowska, Upama Aich, Robert M Ross, Manuela S Santana, Joshua Wang, Nina Trubanová, Matthew J Page, Andrew Adrian Yu Pua, Yefeng Yang, Bawan Amin, April Robin Martinig, Adrian Barnett, Aswathi Surendran, Ju Zhang, David N Borg, Jafsia Elisee, James G Wrightson, Shinichi Nakagawa

Awards can propel academic careers. They also reflect the culture and values of the scientific community. But do awards incentivize greater transparency, inclusivity, and openness in science? Our cross-disciplinary survey of 222 awards for the "best" journal articles across all 27 SCImago subject areas revealed that journals and learned societies administering such awards generally publish little detail on their procedures and criteria. Award descriptions were brief, rarely including contact details or information on the nominations pool. Nominations of underrepresented groups were not explicitly encouraged, and concepts that align with Open Science were almost absent from the assessment criteria. At the same time, 10% of awards, especially the recently established ones, tended to use article-level impact metrics. USA-affiliated researchers dominated the winner's pool (48%), while researchers from the Global South were uncommon (11%). Sixty-one percent of individual winners were men. Overall, Best Paper awards miss the global calls for greater transparency and equitable access to academic recognition. We provide concrete and implementable recommendations for scientific awards to improve the scientific recognition system and incentives for better scientific practice.

奖项可以推动学术生涯。它们也反映了科学界的文化和价值观。但是,奖项是否能激励科学界提高透明度、包容性和开放性?我们对 SCImago 所有 27 个学科领域的 222 篇 "最佳 "期刊论文进行了跨学科调查,结果显示,管理此类奖项的期刊和学术团体通常很少公布其程序和标准的详细信息。奖项说明很简短,很少包括详细的联系方式或提名库信息。没有明确鼓励提名代表性不足的群体,评估标准中几乎没有与开放科学相一致的概念。同时,10%的奖项,尤其是最近设立的奖项,倾向于使用文章层面的影响指标。美国本土研究人员在获奖者中占多数(48%),而来自全球南部的研究人员并不多见(11%)。61%的个人获奖者为男性。总体而言,最佳论文奖与全球要求提高透明度和公平获得学术认可的呼声背道而驰。我们为科学奖项提供了具体可行的建议,以改进科学表彰制度和激励机制,促进更好的科学实践。
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引用次数: 0
Selective suppression of oligodendrocyte-derived amyloid beta rescues neuronal dysfunction in Alzheimer's disease. 选择性抑制少突胶质细胞衍生的淀粉样蛋白 beta 可挽救阿尔茨海默病的神经元功能障碍。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-23 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002727
Rikesh M Rajani, Robert Ellingford, Mariam Hellmuth, Samuel S Harris, Orjona S Taso, David Graykowski, Francesca Kar Wey Lam, Charles Arber, Emre Fertan, John S H Danial, Matthew Swire, Marcus Lloyd, Tatiana A Giovannucci, Mathieu Bourdenx, David Klenerman, Robert Vassar, Selina Wray, Carlo Sala Frigerio, Marc Aurel Busche

Reduction of amyloid beta (Aβ) has been shown to be effective in treating Alzheimer's disease (AD), but the underlying assumption that neurons are the main source of pathogenic Aβ is untested. Here, we challenge this prevailing belief by demonstrating that oligodendrocytes are an important source of Aβ in the human brain and play a key role in promoting abnormal neuronal hyperactivity in an AD knock-in mouse model. We show that selectively suppressing oligodendrocyte Aβ production improves AD brain pathology and restores neuronal function in the mouse model in vivo. Our findings suggest that targeting oligodendrocyte Aβ production could be a promising therapeutic strategy for treating AD.

减少淀粉样蛋白β(Aβ)已被证明能有效治疗阿尔茨海默病(AD),但神经元是致病性Aβ的主要来源这一基本假设尚未得到验证。在这里,我们通过证明少突胶质细胞是人脑中 Aβ 的重要来源,并在促进 AD 基因敲入小鼠模型中神经元异常亢进中发挥关键作用,对这一普遍看法提出了挑战。我们的研究表明,选择性抑制少突胶质细胞 Aβ 的产生可改善 AD 小鼠模型的大脑病理学,并恢复其体内神经元的功能。我们的研究结果表明,针对少突胶质细胞 Aβ 的产生可能是治疗 AD 的一种很有前景的治疗策略。
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引用次数: 0
miR-203 secreted in extracellular vesicles mediates the communication between neural crest and placode cells required for trigeminal ganglia formation. 细胞外囊泡分泌的 miR-203 介导了三叉神经节形成所需的神经嵴和胎盘细胞之间的交流。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-22 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002074
Yanel E Bernardi, Estefania Sanchez-Vasquez, Rocío Belén Márquez, Michael L Piacentino, Hugo Urrutia, Izadora Rossi, Karina L Alcântara Saraiva, Antonio Pereira-Neves, Marcel I Ramirez, Marianne E Bronner, Natalia de Miguel, Pablo H Strobl-Mazzulla

While interactions between neural crest and placode cells are critical for the proper formation of the trigeminal ganglion, the mechanisms underlying this process remain largely uncharacterized. Here, by using chick embryos, we show that the microRNA (miR)-203, whose epigenetic repression is required for neural crest migration, is reactivated in coalescing and condensing trigeminal ganglion cells. Overexpression of miR-203 induces ectopic coalescence of neural crest cells and increases ganglion size. By employing cell-specific electroporations for either miR-203 sponging or genomic editing using CRISPR/Cas9, we elucidated that neural crest cells serve as the source, while placode cells serve as the site of action for miR-203 in trigeminal ganglion condensation. Demonstrating intercellular communication, overexpression of miR-203 in the neural crest in vitro or in vivo represses an miR-responsive sensor in placode cells. Moreover, neural crest-secreted extracellular vesicles (EVs), visualized using pHluorin-CD63 vector, become incorporated into the cytoplasm of placode cells. Finally, RT-PCR analysis shows that small EVs isolated from condensing trigeminal ganglia are selectively loaded with miR-203. Together, our findings reveal a critical role in vivo for neural crest-placode communication mediated by sEVs and their selective microRNA cargo for proper trigeminal ganglion formation.

虽然神经嵴和胎盘细胞之间的相互作用对三叉神经节的正常形成至关重要,但这一过程的基本机制在很大程度上仍未得到表征。在这里,我们利用小鸡胚胎研究发现,神经嵴迁移需要microRNA(miR)-203的表观遗传抑制,而miR-203在凝聚和缩合的三叉神经节细胞中被重新激活。过量表达 miR-203 会诱导神经嵴细胞异位凝聚,并增加神经节的大小。通过采用细胞特异性电穿孔进行 miR-203 海绵化或使用 CRISPR/Cas9 进行基因组编辑,我们阐明了神经嵴细胞是 miR-203 在三叉神经节凝聚过程中的来源,而胎盘细胞则是 miR-203 的作用部位。体外或体内神经嵴过表达 miR-203 会抑制胎盘细胞中的 miR 响应传感器,这证明了细胞间的交流。此外,利用 pHluorin-CD63 载体观察到的神经嵴分泌的细胞外囊泡 (EV) 融入了胎盘细胞的细胞质。最后,RT-PCR 分析表明,从冷凝的三叉神经节中分离出的小 EV 选择性地含有 miR-203。总之,我们的研究结果揭示了在三叉神经节正常形成的过程中,sEVs 及其选择性 microRNA 货物介导的神经嵴-胎盘沟通在体内起着关键作用。
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引用次数: 0
Signaling through the nicotinic acetylcholine receptor in the liver protects against the development of metabolic dysfunction-associated steatohepatitis. 通过肝脏中的烟碱乙酰胆碱受体发出信号可防止代谢功能障碍相关性脂肪性肝炎的发生。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-19 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002728
Heejin Jun, Shanshan Liu, Alexander J Knights, Kezhou Zhu, Yingxu Ma, Jianke Gong, Ashley E Lenhart, Xiaoling Peng, Yunying Huang, Jared P Ginder, Christopher H Downie, Erika Thalia Ramos, Klas Kullander, Robert T Kennedy, X Z Shawn Xu, Jun Wu

Metabolic dysfunction-associated steatohepatitis (MASH) is the progressive form of liver steatosis, the most common liver disease, and substantially increases the mortality rate. However, limited therapies are currently available to prevent MASH development. Identifying potential pharmacological treatments for the condition has been hampered by its heterogeneous and complex nature. Here, we identified a hepatic nonneuronal cholinergic signaling pathway required for metabolic adaptation to caloric overload. We found that cholinergic receptor nicotinic alpha 2 subunit (CHRNA2) is highly expressed in hepatocytes of mice and humans. Further, CHRNA2 is activated by a subpopulation of local acetylcholine-producing macrophages during MASH development. The activation of CHRNA2 coordinates defensive programs against a broad spectrum of MASH-related pathogenesis, including steatosis, inflammation, and fibrosis. Hepatocyte-specific loss of CHRNA2 signaling accelerates the disease onset in different MASH mouse models. Activation of this pathway via pharmacological inhibition of acetylcholine degradation protects against MASH development. Our study uncovers a hepatic nicotinic cholinergic receptor pathway that constitutes a cell-autonomous self-defense route against prolonged metabolic stress and holds therapeutic potential for combatting human MASH.

代谢功能障碍相关性脂肪性肝炎(MASH)是肝脏脂肪变性的进展形式,是最常见的肝病,会大大增加死亡率。然而,目前可用于预防 MASH 发展的疗法非常有限。由于其异质性和复杂性,确定潜在的药理治疗方法一直受到阻碍。在这里,我们发现了一条肝脏非神经元胆碱能信号通路,该通路是新陈代谢适应热量超载所必需的。我们发现,胆碱能受体烟碱α2亚基(CHRNA2)在小鼠和人类的肝细胞中高度表达。此外,在 MASH 发育过程中,CHRNA2 会被当地产生乙酰胆碱的巨噬细胞亚群激活。CHRNA2 的激活可协调防御程序,以应对与 MASH 相关的各种发病机制,包括脂肪变性、炎症和纤维化。在不同的 MASH 小鼠模型中,肝细胞特异性 CHRNA2 信号缺失会加速疾病的发生。通过药物抑制乙酰胆碱降解来激活这一通路可防止MASH的发生。我们的研究发现了肝脏烟碱胆碱能受体通路,该通路是细胞对长期代谢压力的自主自卫途径,具有治疗人类MASH的潜力。
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引用次数: 0
Behavioral adjustment of C. elegans to mechanosensory loss requires intact mechanosensory neurons. 秀丽隐杆线虫对机械感觉缺失的行为调整需要完整的机械感觉神经元。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-18 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002729
Michal Staum, Ayelet-Chen Abraham, Reema Arbid, Varun Sanjay Birari, Matanel Dominitz, Ithai Rabinowitch

Sensory neurons specialize in detecting and signaling the presence of diverse environmental stimuli. Neuronal injury or disease may undermine such signaling, diminishing the availability of crucial information. Can animals distinguish between a stimulus not being present and the inability to sense that stimulus in the first place? To address this question, we studied Caenorhabditis elegans nematode worms that lack gentle body touch sensation due to genetic mechanoreceptor dysfunction. We previously showed that worms can compensate for the loss of touch by enhancing their sense of smell, via an FLP-20 neuropeptide pathway. Here, we find that touch-deficient worms exhibit, in addition to sensory compensation, also cautious-like behavior, as if preemptively avoiding potential undetectable hazards. Intriguingly, these behavioral adjustments are abolished when the touch neurons are removed, suggesting that touch neurons are required for signaling the unavailability of touch information, in addition to their conventional role of signaling touch stimulation. Furthermore, we found that the ASE taste neurons, which similarly to the touch neurons, express the FLP-20 neuropeptide, exhibit altered FLP-20 expression levels in a touch-dependent manner, thus cooperating with the touch circuit. These results imply a novel form of neuronal signaling that enables C. elegans to distinguish between lack of touch stimulation and loss of touch sensation, producing adaptive behavioral adjustments that could overcome the inability to detect potential threats.

感觉神经元专门检测和传递各种环境刺激的存在。神经元损伤或疾病可能会破坏这种信号传递,从而降低关键信息的可用性。动物能否区分刺激不存在和无法感知刺激?为了解决这个问题,我们研究了因遗传性机械感受器功能障碍而缺乏轻柔身体触觉的秀丽隐杆线虫。我们之前的研究表明,线虫可以通过 FLP-20 神经肽途径增强嗅觉,从而弥补触觉的缺失。在这里,我们发现触觉缺失的蠕虫除了表现出感官补偿外,还表现出类似谨慎的行为,就像预先避开潜在的难以察觉的危险一样。耐人寻味的是,当触觉神经元被移除时,这些行为调整就会被取消,这表明触觉神经元除了传统的触觉刺激信号作用外,还需要触觉神经元来发出触觉信息不可用的信号。此外,我们还发现 ASE 味觉神经元与触觉神经元一样表达 FLP-20 神经肽,它们的 FLP-20 表达水平随触觉变化而改变,从而与触觉回路相互配合。这些结果意味着一种新型的神经元信号传导形式能让秀丽隐杆线虫区分缺乏触觉刺激和失去触觉感觉,从而产生适应性行为调整,克服无法检测潜在威胁的问题。
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引用次数: 0
Single-fly genome assemblies fill major phylogenomic gaps across the Drosophilidae Tree of Life. 单蝇基因组组装填补了整个果蝇科生命树的主要系统发生学空白。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-18 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002697
Bernard Y Kim, Hannah R Gellert, Samuel H Church, Anton Suvorov, Sean S Anderson, Olga Barmina, Sofia G Beskid, Aaron A Comeault, K Nicole Crown, Sarah E Diamond, Steve Dorus, Takako Fujichika, James A Hemker, Jan Hrcek, Maaria Kankare, Toru Katoh, Karl N Magnacca, Ryan A Martin, Teruyuki Matsunaga, Matthew J Medeiros, Danny E Miller, Scott Pitnick, Michele Schiffer, Sara Simoni, Tessa E Steenwinkel, Zeeshan A Syed, Aya Takahashi, Kevin H-C Wei, Tsuya Yokoyama, Michael B Eisen, Artyom Kopp, Daniel Matute, Darren J Obbard, Patrick M O'Grady, Donald K Price, Masanori J Toda, Thomas Werner, Dmitri A Petrov

Long-read sequencing is driving rapid progress in genome assembly across all major groups of life, including species of the family Drosophilidae, a longtime model system for genetics, genomics, and evolution. We previously developed a cost-effective hybrid Oxford Nanopore (ONT) long-read and Illumina short-read sequencing approach and used it to assemble 101 drosophilid genomes from laboratory cultures, greatly increasing the number of genome assemblies for this taxonomic group. The next major challenge is to address the laboratory culture bias in taxon sampling by sequencing genomes of species that cannot easily be reared in the lab. Here, we build upon our previous methods to perform amplification-free ONT sequencing of single wild flies obtained either directly from the field or from ethanol-preserved specimens in museum collections, greatly improving the representation of lesser studied drosophilid taxa in whole-genome data. Using Illumina Novaseq X Plus and ONT P2 sequencers with R10.4.1 chemistry, we set a new benchmark for inexpensive hybrid genome assembly at US $150 per genome while assembling genomes from as little as 35 ng of genomic DNA from a single fly. We present 183 new genome assemblies for 179 species as a resource for drosophilid systematics, phylogenetics, and comparative genomics. Of these genomes, 62 are from pooled lab strains and 121 from single adult flies. Despite the sample limitations of working with small insects, most single-fly diploid assemblies are comparable in contiguity (>1 Mb contig N50), completeness (>98% complete dipteran BUSCOs), and accuracy (>QV40 genome-wide with ONT R10.4.1) to assemblies from inbred lines. We present a well-resolved multi-locus phylogeny for 360 drosophilid and 4 outgroup species encompassing all publicly available (as of August 2023) genomes for this group. Finally, we present a Progressive Cactus whole-genome, reference-free alignment built from a subset of 298 suitably high-quality drosophilid genomes. The new assemblies and alignment, along with updated laboratory protocols and computational pipelines, are released as an open resource and as a tool for studying evolution at the scale of an entire insect family.

长读程测序技术正在推动所有主要生命群体基因组组装的快速进展,包括长期以来作为遗传学、基因组学和进化模型系统的果蝇科物种。我们之前开发了一种具有成本效益的牛津纳米孔(ONT)长读数和Illumina短读数混合测序方法,并用它从实验室培养物中组装了101个果蝇基因组,大大增加了该分类群的基因组组装数量。下一个主要挑战是通过对实验室不易饲养的物种进行基因组测序,解决分类群取样中的实验室培养偏差问题。在此,我们在先前方法的基础上,对直接从野外或从博物馆收藏的乙醇保存标本中获得的单个野生苍蝇进行了无扩增 ONT 测序,大大提高了研究较少的果蝇类群在全基因组数据中的代表性。我们使用配备 R10.4.1 化学试剂的 Illumina Novaseq X Plus 和 ONT P2 测序仪,以每个基因组 150 美元的价格为廉价的混合基因组组装设定了新的基准,同时只需从单个苍蝇的 35 纳克基因组 DNA 中组装基因组。我们为 179 个物种提供了 183 个新的基因组,作为嗜蝇类系统学、系统发生学和比较基因组学的资源。在这些基因组中,62 个来自实验室的集合菌株,121 个来自单个成蝇。尽管小型昆虫的样本有限,但大多数单蝇二倍体基因组在连续性(>1 Mb contig N50)、完整性(>98% 完整的双翅目 BUSCOs)和准确性(使用 ONT R10.4.1 时,全基因组>QV40)方面与近交系的基因组相当。我们提出了 360 个嗜双翅目物种和 4 个外群物种的解析度较高的多焦点系统发生,涵盖了该类群所有公开可用(截至 2023 年 8 月)的基因组。最后,我们介绍了从 298 个高质量的嗜酸果蝇基因组中挑选出来的 Progressive Cactus 全基因组无参考文献比对。新的组装和比对以及更新的实验室协议和计算管道将作为开放资源和研究整个昆虫家族进化的工具发布。
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引用次数: 0
When size matters: A novel compact Cas12a variant for in vivo genome editing. 当大小很重要时用于体内基因组编辑的新型紧凑型 Cas12a 变体。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-17 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002637
Felix Bubeck, Dirk Grimm

A new study characterizes and improves a novel small Cas12a variant before adapting it for in vivo genome editing by delivery via adeno-associated virus (AAV) vectors, showcasing the potential of small CRISPR systems and their compatibility with viral vectors.

一项新的研究描述并改进了一种新型小型Cas12a变体,然后通过腺相关病毒(AAV)载体将其用于体内基因组编辑,展示了小型CRISPR系统的潜力及其与病毒载体的兼容性。
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引用次数: 0
Individual canopy tree species maps for the National Ecological Observatory Network. 国家生态观测站网络的树冠树种图。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-16 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002700
Ben G Weinstein, Sergio Marconi, Alina Zare, Stephanie A Bohlman, Aditya Singh, Sarah J Graves, Lukas Magee, Daniel J Johnson, Sydne Record, Vanessa E Rubio, Nathan G Swenson, Philip Townsend, Thomas T Veblen, Robert A Andrus, Ethan P White

The ecology of forest ecosystems depends on the composition of trees. Capturing fine-grained information on individual trees at broad scales provides a unique perspective on forest ecosystems, forest restoration, and responses to disturbance. Individual tree data at wide extents promises to increase the scale of forest analysis, biogeographic research, and ecosystem monitoring without losing details on individual species composition and abundance. Computer vision using deep neural networks can convert raw sensor data into predictions of individual canopy tree species through labeled data collected by field researchers. Using over 40,000 individual tree stems as training data, we create landscape-level species predictions for over 100 million individual trees across 24 sites in the National Ecological Observatory Network (NEON). Using hierarchical multi-temporal models fine-tuned for each geographic area, we produce open-source data available as 1 km2 shapefiles with individual tree species prediction, as well as crown location, crown area, and height of 81 canopy tree species. Site-specific models had an average performance of 79% accuracy covering an average of 6 species per site, ranging from 3 to 15 species per site. All predictions are openly archived and have been uploaded to Google Earth Engine to benefit the ecology community and overlay with other remote sensing assets. We outline the potential utility and limitations of these data in ecology and computer vision research, as well as strategies for improving predictions using targeted data sampling.

森林生态系统的生态取决于树木的组成。在大尺度上捕捉单棵树木的细粒度信息为森林生态系统、森林恢复和对干扰的反应提供了独特的视角。大范围的树木个体数据有望扩大森林分析、生物地理研究和生态系统监测的规模,同时又不会丢失个体物种组成和丰度的细节。利用深度神经网络的计算机视觉技术,可以通过实地研究人员收集的标注数据,将原始传感器数据转换为树冠单个树种的预测数据。我们使用 40,000 多棵单棵树木的茎干作为训练数据,为国家生态观测网络(NEON)中 24 个站点的 1 亿多棵单棵树木创建了景观级别的物种预测。利用针对每个地理区域进行微调的分层多时空模型,我们生成了可作为 1 平方公里形状文件使用的开源数据,其中包含单个树种预测以及 81 种冠层树种的树冠位置、树冠面积和高度。特定地点模型的平均准确率为 79%,每个地点平均覆盖 6 个树种,每个地点覆盖 3 到 15 个树种不等。所有预测结果均公开存档,并已上传到谷歌地球引擎,以造福生态学界,并与其他遥感资产进行叠加。我们概述了这些数据在生态学和计算机视觉研究中的潜在用途和局限性,以及利用有针对性的数据采样改进预测的策略。
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引用次数: 0
Deep brain stimulation of the Tbr1-deficient mouse model of autism spectrum disorder at the basolateral amygdala alters amygdalar connectivity, whole-brain synchronization, and social behaviors. 在杏仁核基底外侧对自闭症谱系障碍 Tbr1 缺陷小鼠模型进行深部脑刺激,可改变杏仁核连接、全脑同步和社交行为。
IF 9.8 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-07-16 eCollection Date: 2024-07-01 DOI: 10.1371/journal.pbio.3002646
Tsan-Ting Hsu, Tzyy-Nan Huang, Chien-Yao Wang, Yi-Ping Hsueh

Autism spectrum disorders (ASDs) are considered neural dysconnectivity syndromes. To better understand ASD and uncover potential treatments, it is imperative to know and dissect the connectivity deficits under conditions of autism. Here, we apply a whole-brain immunostaining and quantification platform to demonstrate impaired structural and functional connectivity and aberrant whole-brain synchronization in a Tbr1+/- autism mouse model. We express a channelrhodopsin variant oChIEF fused with Citrine at the basolateral amygdala (BLA) to outline the axonal projections of BLA neurons. By activating the BLA under blue light theta-burst stimulation (TBS), we then evaluate the effect of BLA activation on C-FOS expression at a whole brain level to represent neural activity. We show that Tbr1 haploinsufficiency almost completely disrupts contralateral BLA axonal projections and results in mistargeting in both ipsilateral and contralateral hemispheres, thereby globally altering BLA functional connectivity. Based on correlated C-FOS expression among brain regions, we further show that Tbr1 deficiency severely disrupts whole-brain synchronization in the absence of salient stimulation. Tbr1+/- and wild-type (WT) mice exhibit opposing responses to TBS-induced amygdalar activation, reducing synchronization in WT mice but enhancing it in Tbr1+/- mice. Whole-brain modular organization and intermodule connectivity are also affected by Tbr1 deficiency and amygdalar activation. Following BLA activation by TBS, the synchronizations of the whole brain and the default mode network, a specific subnetwork highly relevant to ASD, are enhanced in Tbr1+/- mice, implying a potential ameliorating effect of amygdalar stimulation on brain function. Indeed, TBS-mediated BLA activation increases nose-to-nose social interactions of Tbr1+/- mice, strengthening evidence for the role of amygdalar connectivity in social behaviors. Our high-resolution analytical platform reveals the inter- and intrahemispheric connectopathies arising from ASD. Our study emphasizes the defective synchronization at a whole-brain scale caused by Tbr1 deficiency and implies a potential beneficial effect of deep brain stimulation at the amygdala for TBR1-linked autism.

自闭症谱系障碍(ASD)被认为是神经连接障碍综合征。为了更好地理解自闭症谱系障碍并发掘潜在的治疗方法,了解和剖析自闭症条件下的连接缺陷势在必行。在这里,我们应用全脑免疫染色和量化平台来证明 Tbr1+/-autism 小鼠模型中受损的结构和功能连接以及异常的全脑同步。我们在杏仁基底外侧(BLA)表达了一种与橘黄素融合的通道荧光素变体 oChIEF,以勾勒出 BLA 神经元的轴突投射。通过在蓝光θ-猝发刺激(TBS)下激活杏仁核,我们评估了杏仁核激活对代表神经活动的全脑水平 C-FOS 表达的影响。我们发现,Tbr1单倍体缺陷几乎完全破坏了对侧BLA轴突的投射,并导致同侧和对侧大脑半球的错误定向,从而全面改变了BLA的功能连接。基于脑区之间相关的 C-FOS 表达,我们进一步发现 Tbr1 缺乏会严重破坏在没有显著刺激的情况下的全脑同步。Tbr1+/和野生型(WT)小鼠对TBS诱导的杏仁核激活表现出相反的反应,WT小鼠的同步性降低,而Tbr1+/小鼠的同步性增强。全脑模块组织和模块间连接也受到 Tbr1 缺乏和杏仁核激活的影响。TBS激活BLA后,Tbr1+/小鼠整个大脑和默认模式网络(一个与ASD高度相关的特定子网络)的同步性增强,这意味着杏仁核刺激对大脑功能有潜在的改善作用。事实上,TBS 介导的 BLA 激活增加了 Tbr1+/ 小鼠的鼻对鼻社交互动,加强了杏仁核连接在社交行为中的作用。我们的高分辨率分析平台揭示了 ASD 引起的大脑半球间和半球内连接病变。我们的研究强调了 TBR1 缺乏导致的全脑同步缺陷,并暗示了在杏仁核进行深部脑刺激对 TBR1 相关自闭症的潜在有益影响。
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