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EPHA1 and EPHB4 tyrosine kinase receptors regulate epithelial morphogenesis EPHA1和EPHB4酪氨酸激酶受体调控上皮细胞的形态发生
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.15.603563
Noémie Lavoie, Anaëlle Scribe, François J. M. Chartier, Karim Ghani, Alexandra Jetté, Sara L. Banerjee, Manuel Caruso, Mélanie Laurin, A. Freywald, S. Elowe, P. Laprise, Nicolas Bisson
Organ formation and homeostasis require the coordination of cell-cell adhesion, epithelial cell polarity and orientation of cell division to organize epithelial tissue architecture. We have previously identified proximity protein networks acting downstream of members of the EPH family of tyrosine kinase receptors and found within these networks an enrichment of components associated with cell morphogenesis and cell-cell junctions. Here, we show that two EPH receptors, EPHA1 and EPHB4, are localized to the basolateral domain of Caco-2 cells in spheroidal cultures. Depletion of either EPHA1 or EPHB4 disrupts spheroid morphogenesis, without affecting cell polarity, but via randomizing mitotic spindle orientation during cell division. Strikingly, EPHA1 and EPHB4 exert this function independently of their catalytic activity but still requiring EFN ligand binding. Consistent with this, the most abundantly expressed EPHB4 ligand in Caco-2 cells, EFNB2, is also compartmentalized at the basolateral domain in spheroids, and is required for epithelial morphogenesis. Taken together, our data reveal a new role for EPHRs in epithelial morphogenesis.
器官的形成和稳态需要细胞-细胞粘附、上皮细胞极性和细胞分裂定向的协调,以组织上皮组织结构。我们之前已经确定了作用于酪氨酸激酶受体 EPH 家族成员下游的近程蛋白质网络,并发现这些网络中富含与细胞形态发生和细胞-细胞连接相关的成分。在这里,我们发现两种EPH受体(EPHA1和EPHB4)定位于球形培养物中Caco-2细胞的基底侧域。消耗 EPHA1 或 EPHB4 会破坏球形细胞的形态发生,但不会影响细胞的极性,而是在细胞分裂过程中随机改变有丝分裂纺锤体的方向。令人震惊的是,EPHA1 和 EPHB4 在发挥这一功能时不依赖于它们的催化活性,但仍然需要 EFN 配体的结合。与此相一致的是,在 Caco-2 细胞中表达最丰富的 EPHB4 配体 EFNB2 也被分隔在球形细胞的基外侧域,并且是上皮形态发生所必需的。综上所述,我们的数据揭示了 EPHRs 在上皮形态发生中的新作用。
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引用次数: 0
The flow state is not accompanied by frontal-midline theta activity: An EEG investigation of more than 700 video gameplay sessions 流状态并不伴有额中线θ活动:对 700 多场视频游戏的脑电图调查
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.11.603158
Hirotaka Sugino, Takuya Ideriha, Ryoichiro Yamazaki, Junichi Ushiyama
People sometimes experience a “flow state”—characterized by hyperfocus, time distortion, and loss of self-awareness—during sports or video gameplay. Previous neuropsychological studies using simple laboratory tasks have reported that the flow state is associated with activation in the frontal lobe, reflected in theta (4–7 Hz) band rhythmic neural activity in medial prefrontal regions (frontal-midline theta [FMT] activity). However, the findings of previous studies might be problematic because they did not appropriately capture the neural activity associated with the flow state for the following reasons: 1) they used unfamiliar and unmotivating tasks; 2) they defined the neural basis of the flow state as neural activity occurring during tasks of optimal difficulty, disregarding trial-to-trial variations in subjective experience of the flow state; 3) the duration of the experiment or the number of trials was not sufficient to capture the rare experience of flow; or 4) they ignored individual differences in neural activities related to flow experiences. Thus, we examined the relationship between the flow state and FMT activity, recorded via scalp electroencephalography, in an experimental paradigm that addressed these four issues. First, participants played their favorite competitive video games, which they had been routinely playing. Second, task difficulty was kept as uniform as possible across trials by employing rank matching to directly examine the correlation between subjective flow level and FMT activity across trials. Third, to address the concern regarding the low frequency of the flow experience, more than 100 trials were completed over 10 days by each participant. Lastly, we adopted a within-participant statistical approach to examine individual differences in the nature of the flow experience. The results showed no correlation between FMT activity and the degree of subjective flow in six out of seven participants, contrary to previous reports. Our results challenge the conventional view that frontal lobe activity, as reflected in FMT activity, is instrumental in entering into the flow state.
人们有时会在运动或玩视频游戏时体验到一种 "流动状态"--其特征是注意力高度集中、时间扭曲和失去自我意识。之前使用简单实验室任务进行的神经心理学研究报告称,流动状态与额叶的激活有关,反映在内侧前额叶区域的θ(4-7赫兹)带节律神经活动(额叶-中线θ[FMT]活动)中。然而,之前的研究结果可能存在问题,因为它们没有恰当地捕捉到与流动状态相关的神经活动,原因如下:1)它们使用了不熟悉且缺乏激励性的任务;2)它们将流动状态的神经基础定义为在最佳难度任务中出现的神经活动,而忽略了流动状态主观体验中试验与试验之间的差异;3)实验持续时间或试验次数不足以捕捉罕见的流动体验;或4)它们忽略了与流动体验相关的神经活动的个体差异。因此,我们在实验范式中研究了流动状态与通过头皮脑电图记录的 FMT 活动之间的关系,以解决上述四个问题。首先,参与者玩他们最喜欢的竞技电子游戏,这些游戏是他们经常玩的。其次,通过采用等级匹配法来直接检验主观血流水平和脑电活动在不同试验中的相关性,从而尽可能保持任务难度的一致性。第三,为了解决 "流动体验 "出现频率低的问题,每位参与者在 10 天内完成了 100 多次试验。最后,我们采用了参与者内部统计方法来研究流动体验性质的个体差异。结果显示,七名参与者中有六名的 FMT 活动与主观流动程度之间没有相关性,这与之前的报道相反。我们的研究结果对传统观点提出了挑战,即 FMT 活动所反映的额叶活动有助于进入流动状态。
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引用次数: 0
IFNγ initiates TLR9-dependent autoimmune hepatitis in DNase II deficient mice IFNγ 在 DNase II 缺乏的小鼠体内引发 TLR9 依赖性自身免疫性肝炎
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.10.602775
Kaiyuan Hao, K. M. Gao, Melissa Strauss, Sharon Subramanian, Ann Marshak-Rothstein
Patients with biallelic hypomorphic mutation in DNASE2 develop systemic autoinflammation and early-onset liver fibrosis. Prior studies showed that Dnase2-/- Ifnar-/- double knockout (DKO) mice develop Type I IFN-independent liver inflammation, but immune mechanisms were unclear. We now show that DKO mice recapitulate many features of human autoimmune hepatitis (AIH), including periportal and interstitial inflammation and fibrosis and elevated ALT. Infiltrating cells include CD8+ tissue resident memory T cells, type I innate lymphoid cells, and inflammatory monocyte/macrophage cells that replace the Kupffer cell pool. Importantly, TLR9 expression by bone marrow-derived cells is required for the the development of AIH. TLR9 is highly expressed by inflammatory myeloid cells but not long-lived Kupffer cells. Furthermore, the initial recruitment of TLR9 expressing monocytes and subsequent activation of lymphocytes requires IFNγ signaling. These findings highlight a critical role of feed forward loop between TLR9 expressing monocyte-lineage cells and IFNg producing lymphocytes in autoimmune hepatitis.
DNASE2双倍体低位突变患者会出现全身性自身炎症和早发性肝纤维化。之前的研究表明,Dnase2-/- Ifnar-/- 双基因敲除(DKO)小鼠会出现 I 型 IFN 依赖性肝脏炎症,但免疫机制尚不清楚。我们现在发现,DKO 小鼠再现了人类自身免疫性肝炎(AIH)的许多特征,包括门脉周围和间质炎症、纤维化和谷丙转氨酶升高。浸润细胞包括 CD8+ 组织常驻记忆 T 细胞、I 型先天性淋巴细胞和取代 Kupffer 细胞池的炎性单核细胞/巨噬细胞。重要的是,骨髓衍生细胞表达 TLR9 是 AIH 发病的必要条件。炎性髓系细胞高度表达 TLR9,但长效 Kupffer 细胞不表达 TLR9。此外,表达 TLR9 的单核细胞的初始招募和随后的淋巴细胞活化需要 IFNγ 信号。这些发现凸显了表达 TLR9 的单核细胞系细胞和产生 IFNg 的淋巴细胞之间的前馈循环在自身免疫性肝炎中的关键作用。
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引用次数: 0
Resident memory T cells in dirty mice suppress innate cell activation and infiltration into the skin following stimulation with alarmins 脏小鼠体内的驻留记忆 T 细胞会抑制先天性细胞的活化以及在受到警戒素刺激后向皮肤的浸润
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.11.602963
Meaghan E. Story, Laura K. Ferris, A. Mathers
Trm cells are sequestered at barrier tissues as a swift first line defense against peripheral reinfections in both antigen dependent and antigen independent bystander modes. Trm cells are also capable of mediating autoimmune diseases, such as psoriasis, wherein autoreactive Trm cells are aberrantly activated. To quickly combat infections, activated Trm cells can stimulate the influx and activation of memory T cells and innate immune cells. However, there is significant heterogeneity in the inflammatory responses that Trm cell populations can induce, specifically in the activation of the innate profile. Most studies to date have utilized a reductionist approach to examine single Trm populations, specific pathogens, and defined tissues. Herein, we adopted a more holistic approach utilizing barrier-free ‘dirty’ mice to profile activated innate cells attracted to the skin in the presence of quiescent cutaneous Trm cells. Notably, dirty mice are a more human predictive model due to having a diverse microbial experience that leads to the development of a complete complement of Trm cells in the skin. We demonstrate that in the dirty mouse model mice have a significant reduction in cutaneous neutrophils and monocytes compared to SPF mice following local treatment with two separate innate stimuli. These findings reveal that cutaneous Trm cells have the capacity to temper the innate immune response and further substantiate the implication that Trm cells are heterogenous in their functions depending in large part on their tissue residency. However, in an autoimmune microenvironment Trm cells are capable of recruiting innate cells to the site of an exposure to a damage-associated molecular pattern. Likely due to the imbalance of IL-17 and IFN-γ.
Trm细胞以抗原依赖型和抗原独立型旁观者的模式在屏障组织中固着,作为抵御外周再感染的第一道快速防线。Trm细胞还能介导自体免疫疾病,如牛皮癣,因为自体反应性Trm细胞会被异常激活。为了快速对抗感染,活化的Trm细胞可刺激记忆T细胞和先天免疫细胞的涌入和活化。然而,Trm 细胞群可诱导的炎症反应,特别是先天性免疫细胞的激活,存在着明显的异质性。迄今为止,大多数研究都采用还原论的方法来研究单一的Trm细胞群、特定的病原体和确定的组织。在这里,我们采用了一种更全面的方法,利用无屏障的 "脏 "小鼠来分析在静止皮肤Trm细胞存在的情况下被吸引到皮肤上的活化先天性细胞。值得注意的是,"脏小鼠 "是一种更符合人体的预测模型,因为它具有多样化的微生物经历,从而在皮肤中发育出完整的Trm细胞。我们的研究表明,与 SPF 小鼠相比,脏小鼠模型中的皮肤中性粒细胞和单核细胞在受到两种不同的先天性刺激进行局部处理后显著减少。这些发现揭示了皮肤特姆细胞具有调节先天性免疫反应的能力,并进一步证实了特姆细胞的功能具有异质性,这在很大程度上取决于它们的组织居住地。然而,在自身免疫微环境中,Trm 细胞能够将先天性细胞招募到暴露于损伤相关分子模式的部位。这可能是由于 IL-17 和 IFN-γ 的失衡。
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引用次数: 0
Effects of leg immobilization and recovery resistance training on skeletal muscle-molecular markers in previously resistance trained versus untrained adults 腿部固定和恢复性阻力训练对曾接受过阻力训练和未接受过训练的成年人骨骼肌分子标记的影响
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.12.603321
J. M. Michel, Joshua S. Godwin, Daniel L. Plotkin, Mason Mcintosh, Madison L. Mattingly, Philip Agostinelli, Breanna J. Mueller, Derick A. Anglin, Alexander C. Berry, Marina Meyer Vega, Autumn A. Pipkin, Matt S. Stock, Zachary A. Graham, Harsimran S. Baweja, C. B. Mobley, M. Bamman, Michael D Roberts
We sought to examine how resistance training (RT) status in young healthy individuals, either well-trained (T, n=10 (8 males)) or untrained (UT, n=11 (8 males)), affected muscle size and molecular markers with leg immobilization followed by recovery RT. All participants underwent two weeks of left leg immobilization via the use of crutches and a locking leg brace. After this two-week period, all participants underwent eight weeks (3 d/week) of knee extensor focused progressive RT. Vastus lateralis (VL) ultrasound-derived thickness and muscle cross-sectional area were measured at baseline (PRE), immediately after disuse (MID), and after RT (POST) with VL muscle biopsies collected at these time points. T and UT presented lower ultrasound derived VL size (cross-sectional area and thickness) values at MID versus PRE (p≤0.001), and values increased in both groups from MID to POST (p<0.05); however, VL size increased from PRE to POST in UT only (p<0.001). Mean and type II myofiber cross-sectional area (fCSA) values demonstrated a main effect of time where PRE and POST were greater than MID (p<0.05) and main effect of training status where T was greater than UT (P≤0.012). In both groups, satellite cell number was not affected by leg immobilization but increased in response to RT (p≤0.014), with T being greater than UT across all time points (p=0.004). Additionally, ribosome content (total RNA) decreased (p=0.010) from PRE to MID while the endoplasmic reticulum stress proteins (BiP, Xbp1s, and CHOP) increased from MID to POST regardless of training status. Finally, the phosphorylation states of mechanistic target of rapamycin complex-1 signaling proteins were not significantly altered for either group throughout the intervention. In conclusion, immobilization-induced muscle atrophy and recovery RT hypertrophy outcomes are similar between UT and T participants, and the lack of molecular signature differences between groups supports these findings. However, these data are limited to younger adults undergoing non-complicated disuse. Thus, further investigation to determine the impact of training status on prolonged leg immobilization models mirroring current medical protocols (e.g., following orthopedic injury and surgery) is warranted.
我们试图研究年轻健康人的阻力训练(RT)状况(训练有素(T,人数=10(8 名男性))或未经训练(UT,人数=11(8 名男性))如何影响腿部固定后恢复 RT 的肌肉大小和分子标记物。所有参与者都通过使用拐杖和锁腿支架进行为期两周的左腿固定。两周后,所有参与者都接受了为期八周(每周 3 天)的以膝关节伸肌为重点的渐进式 RT 训练。分别在基线(PRE)、废用后立即(MID)和 RT 后(POST)测量了外侧阔肌(VL)的超声波衍生厚度和肌肉横截面积,并在这些时间点收集了 VL 肌肉活检组织。T组和UT组在MID与PRE时超声得出的VL大小(横截面积和厚度)值较低(p≤0.001),从MID到POST,两组的数值均有所增加(p<0.05);然而,从PRE到POST,只有UT组的VL大小有所增加(p<0.001)。平均值和 II 型肌纤维横截面积(fCSA)值显示了时间的主效应(PRE 和 POST 大于 MID)(P<0.05)和训练状态的主效应(T 大于 UT)(P≤0.012)。在两组中,卫星细胞数量不受腿部固定的影响,但对 RT 的反应有所增加(P≤0.014),在所有时间点上,T 均大于 UT(P=0.004)。此外,从 PRE 到 MID,核糖体含量(总 RNA)减少(p=0.010),而从 MID 到 POST,内质网应激蛋白(BiP、Xbp1s 和 CHOP)增加,与训练状态无关。最后,在整个干预过程中,两组雷帕霉素复合体-1 信号蛋白的磷酸化状态均无明显变化。总之,UT 组和 T 组参与者的固定诱导肌肉萎缩和恢复 RT 肥大结果相似,组间缺乏分子特征差异也支持了这些发现。然而,这些数据仅限于接受非复杂性废用训练的年轻成年人。因此,有必要进行进一步调查,以确定训练状态对长期腿部固定模型的影响,该模型反映了当前的医疗方案(如骨科损伤和手术后)。
{"title":"Effects of leg immobilization and recovery resistance training on skeletal muscle-molecular markers in previously resistance trained versus untrained adults","authors":"J. M. Michel, Joshua S. Godwin, Daniel L. Plotkin, Mason Mcintosh, Madison L. Mattingly, Philip Agostinelli, Breanna J. Mueller, Derick A. Anglin, Alexander C. Berry, Marina Meyer Vega, Autumn A. Pipkin, Matt S. Stock, Zachary A. Graham, Harsimran S. Baweja, C. B. Mobley, M. Bamman, Michael D Roberts","doi":"10.1101/2024.07.12.603321","DOIUrl":"https://doi.org/10.1101/2024.07.12.603321","url":null,"abstract":"We sought to examine how resistance training (RT) status in young healthy individuals, either well-trained (T, n=10 (8 males)) or untrained (UT, n=11 (8 males)), affected muscle size and molecular markers with leg immobilization followed by recovery RT. All participants underwent two weeks of left leg immobilization via the use of crutches and a locking leg brace. After this two-week period, all participants underwent eight weeks (3 d/week) of knee extensor focused progressive RT. Vastus lateralis (VL) ultrasound-derived thickness and muscle cross-sectional area were measured at baseline (PRE), immediately after disuse (MID), and after RT (POST) with VL muscle biopsies collected at these time points. T and UT presented lower ultrasound derived VL size (cross-sectional area and thickness) values at MID versus PRE (p≤0.001), and values increased in both groups from MID to POST (p<0.05); however, VL size increased from PRE to POST in UT only (p<0.001). Mean and type II myofiber cross-sectional area (fCSA) values demonstrated a main effect of time where PRE and POST were greater than MID (p<0.05) and main effect of training status where T was greater than UT (P≤0.012). In both groups, satellite cell number was not affected by leg immobilization but increased in response to RT (p≤0.014), with T being greater than UT across all time points (p=0.004). Additionally, ribosome content (total RNA) decreased (p=0.010) from PRE to MID while the endoplasmic reticulum stress proteins (BiP, Xbp1s, and CHOP) increased from MID to POST regardless of training status. Finally, the phosphorylation states of mechanistic target of rapamycin complex-1 signaling proteins were not significantly altered for either group throughout the intervention. In conclusion, immobilization-induced muscle atrophy and recovery RT hypertrophy outcomes are similar between UT and T participants, and the lack of molecular signature differences between groups supports these findings. However, these data are limited to younger adults undergoing non-complicated disuse. Thus, further investigation to determine the impact of training status on prolonged leg immobilization models mirroring current medical protocols (e.g., following orthopedic injury and surgery) is warranted.","PeriodicalId":9124,"journal":{"name":"bioRxiv","volume":"79 19","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141642951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ExPOSE: A comprehensive toolkit to perform expansion microscopy in plant protoplast systems ExPOSE:在植物原生质体系统中进行扩增显微镜观察的综合工具包
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.12.603300
Kevin L. Cox, Sarah A. Pardi, Lily O’Connor, Anastasiya Klebanovych, David Huss, Dmitri A. Nusinow, Blake C. Meyers, Kirk J. Czymmek
Expansion microscopy (ExM) achieves nanoscale imaging by physical expansion of fixed biological tissues embedded in a swellable hydrogel, enhancing the resolution of any optical microscope several-fold. While ExM is commonly used in animal cells and tissues, there are few plant specific protocols. Protoplasts are a widely used cell system across plant species, especially in studying biomolecule localization. Here, we present an approach to achieve robust expansion of plant protoplasts, termed Expansion microscopy in plant PrOtoplast SystEms (ExPOSE). We demonstrate that coupling ExPOSE with other imaging techniques, immunofluorescence and in situ hybridization chain reaction to visualize proteins and mRNAs, respectively, greatly enhances the spatial resolution of endogenous biomolecules. Additionally, in this study, we tested the effectiveness and versatility of this technique to observe biomolecular condensates in Arabidopsis protoplasts and transcription factors in maize protoplasts at increased resolution. ExPOSE can be relatively inexpensive, fast, and simple to implement.
膨胀显微镜(ExM)通过物理膨胀嵌入可膨胀水凝胶中的固定生物组织来实现纳米级成像,可将任何光学显微镜的分辨率提高数倍。虽然膨胀显微镜常用于动物细胞和组织,但很少有专门针对植物的方案。原生质体是一种广泛应用于各种植物的细胞系统,尤其是在研究生物大分子定位方面。在这里,我们提出了一种实现植物原生质体稳健扩增的方法,称为植物原生质体系统扩增显微镜(ExPOSE)。我们证明,将 ExPOSE 与其他成像技术(分别用于观察蛋白质和 mRNA 的免疫荧光和原位杂交链反应)相结合,可大大提高内源生物大分子的空间分辨率。此外,在本研究中,我们测试了该技术的有效性和多功能性,以更高的分辨率观察拟南芥原生质体中的生物分子凝聚体和玉米原生质体中的转录因子。ExPOSE 的成本相对较低、速度快、操作简单。
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引用次数: 0
The evolution of an individual-like dispersive stage in colonial siphonophores 群居虹吸器中类似个体分散阶段的进化
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.15.603641
Maciej K. Mańko, C. Munro, L. Leclère
Evolutionary transitions between individual and colonial organisms remain enigmatic. Siphonophores, abundant pelagic cnidarians, exhibit a complex colony structure composed of repeated individual (zooid) clusters called cormidia. Many siphonophores release their posterior-most cormidia as independent fragments known as eudoxids, ensuring sexual reproduction. However, the mechanisms of eudoxid production and its evolutionary origins are unknown. Using live imaging, immunohistochemistry and pharmacological inhibition we provide a mechanistic understanding of eudoxid formation. We demonstrate that eudoxid release is controlled by a dedicated muscle and involves tissue remodeling, leading to the formation of an integrated dispersive unit with specific behaviors and a different buoyancy. We show that eudoxids and parental colonies often have different spatial or temporal distributions, suggesting niche partitioning. We infer that eudoxids evolved once through the concomitant evolution of multiple cormidium subparts. This study reveals how the acquisition of an individual-like dispersal stage, through muscle evolution and colony modification, contributed to the ecological success of a primary carnivore in marine planktonic ecosystems. Teaser Co-option of a muscle in siphonophores enabled life cycle complexification and ecological diversification
个体生物与群落生物之间的进化转变仍然是个谜。虹吸藻是丰富的浮游刺胞动物,表现出复杂的群落结构,由重复的个体(zooid)群组成,称为栉水母(cormidia)。许多虹吸器将其最后部的栉水母释放为独立的片段,称为 "虹吸体"(eudoxids),从而确保了有性生殖。然而,虹吸藻产生 "曙红 "的机制及其进化起源尚不清楚。我们利用活体成像、免疫组织化学和药理抑制等方法,从机制上了解了 eudoxid 的形成。我们证明,eudoxid 的释放受专用肌肉控制,并涉及组织重塑,从而形成一个具有特定行为和不同浮力的综合分散单元。我们的研究表明,蜕皮鱼和亲鱼群落往往具有不同的空间或时间分布,这表明了生态位的划分。我们推断,栉水母是通过多个栉水母子体的同时进化而一次进化的。本研究揭示了通过肌肉进化和群落改造获得类似个体的扩散阶段是如何帮助一种初级食肉动物在海洋浮游生态系统中取得生态成功的。预告 虹吸器中肌肉的共生实现了生命周期的复杂化和生态的多样化
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引用次数: 0
Prophage-DB: A comprehensive database to explore diversity, distribution, and ecology of prophages 噬菌体数据库:探索噬菌体多样性、分布和生态的综合数据库
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.11.603044
Etan Dieppa-Colón, Cody Martin, Karthik Anantharaman
Background Viruses that infect prokaryotes (phages) constitute the most abundant group of biological agents, playing pivotal roles in microbial systems. They are known to impact microbial community dynamics, microbial ecology, and evolution. Efforts to document the diversity, host range, infection dynamics, and effects of bacteriophage infection on host cell metabolism are extremely underexplored. Phages are classified as virulent or temperate based on their life cycles. Temperate phages adopt the lysogenic mode of infection, where the genome integrates into the host cell genome forming a prophage. Prophages enable viral genome replication without host cell lysis, and often contribute novel and beneficial traits to the host genome. Current phage research predominantly focuses on lytic phages, leaving a significant gap in knowledge regarding prophages, including their biology, diversity, and ecological roles. Results Here we develop and describe Prophage-DB, a database of prophages, their proteins, and associated metadata that will serve as a resource for viral genomics and microbial ecology. To create the database, we identified and characterized prophages from genomes in three of the largest publicly available databases. We applied several state-of-the-art tools in our pipeline to annotate these viruses, cluster and taxonomically classify them, and detect their respective auxiliary metabolic genes. In total, we identify and characterize over 350,000 prophages and 35,000 auxiliary metabolic genes. Our prophage database is highly representative based on statistical results and contains prophages from a diverse set of archaeal and bacterial hosts which show a wide environmental distribution. Conclusion Prophages are particularly overlooked in viral ecology and merit increased attention due to their vital implications for microbiomes and their hosts. Here, we created Prophage-DB to advance our comprehension of prophages in microbiomes through a comprehensive characterization of prophages in publicly available genomes. We propose that Prophage-DB will serve as a valuable resource for advancing phage research, offering insights into viral taxonomy, host relationships, auxiliary metabolic genes, and environmental distribution.
背景 感染原核生物的病毒(噬菌体)是生物制剂中数量最多的一类,在微生物系统中发挥着举足轻重的作用。众所周知,它们会影响微生物群落动力学、微生物生态学和进化。目前对噬菌体的多样性、宿主范围、感染动态以及感染对宿主细胞新陈代谢的影响等方面的研究还极为欠缺。噬菌体根据其生命周期可分为毒性噬菌体和温性噬菌体。温性噬菌体采用溶原感染模式,其基因组整合到宿主细胞基因组中,形成噬菌体。噬菌体能在不溶解宿主细胞的情况下复制病毒基因组,而且往往能为宿主基因组带来新的有益特性。目前的噬菌体研究主要集中在裂解噬菌体上,对噬菌体的生物学、多样性和生态作用等方面的了解还存在很大差距。结果 在这里,我们开发并描述了噬菌体数据库(Prophage-DB),这是一个包含噬菌体、其蛋白质和相关元数据的数据库,将成为病毒基因组学和微生物生态学的资源库。为了创建该数据库,我们从三个最大的公开数据库中的基因组中鉴定并描述了噬菌体。我们在程序中应用了几种最先进的工具来注释这些病毒,对它们进行聚类和分类,并检测它们各自的辅助代谢基因。我们总共识别并描述了超过 350,000 个噬菌体和 35,000 个辅助代谢基因。根据统计结果,我们的噬菌体数据库具有很高的代表性,其中包含了来自不同古细菌和细菌宿主的噬菌体,这些噬菌体显示出广泛的环境分布。结论 在病毒生态学中,噬菌体尤其容易被忽视,由于它们对微生物组及其宿主具有重要影响,因此值得更多关注。在此,我们创建了 Prophage-DB,通过对公开基因组中的噬菌体进行全面描述,加深我们对微生物组中噬菌体的理解。我们认为,Prophage-DB 将成为推动噬菌体研究的宝贵资源,为病毒分类、宿主关系、辅助代谢基因和环境分布提供见解。
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引用次数: 0
Closing the gap in the clinical adoption of computational pathology: a standardized, open-source framework to integrate deep-learning algorithms into the laboratory information system 缩小计算病理学在临床应用中的差距:将深度学习算法集成到实验室信息系统的标准化开源框架
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.11.603091
Miriam Angeloni, Davide Rizzi, Simon Schoen, Alessandro Caputo, Francesco Merolla, Arndt Hartmann, F. Ferrazzi, Filippo Fraggetta
Digital pathology (DP) has revolutionized cancer diagnostics, allowing the development of deep-learning (DL) models supporting pathologists in their daily work and contributing to the improvement of patient care. However, the clinical adoption of such models remains challenging. Here we describe a proof-of-concept framework that, leveraging open-source DP software and Health Level 7 (HL7) standards, allows the integration of DL models in the clinical workflow. Development and testing of the workflow were carried out in a fully digitized Italian pathology department. A Python-based server-client architecture was implemented to interconnect the anatomic pathology laboratory information system (AP-LIS) with an external artificial intelligence decision support system (AI-DSS) containing 16 pre-trained DL models through HL7 messaging. Open-source toolboxes for DL model deployment, including WSInfer and WSInfer-MIL, were used to run DL model inference. Visualization of model predictions as colored heatmaps was performed in QuPath. As soon as a new slide is scanned, DL model inference is automatically run on the basis of the slide’s tissue type and staining. In addition, pathologists can initiate the analysis on-demand by selecting a specific DL model from the virtual slides tray. In both cases the AP-LIS transmits an HL7 message to the AI-DSS, which processes the message, runs DL model inference, and creates the appropriate type of colored heatmap on the basis of the employed classification model. The AI-DSS transmits model inference results to the AP-LIS, where pathologists can visualize the output in QuPath and/or directly from the virtual slides tray. The developed framework supports multiple DL toolboxes and it is thus suitable for a broad range of applications. In addition, this integration workflow is a key step to enable the future widespread adoption of DL models in pathology diagnostics.
数字病理学(Digital pathology,DP)为癌症诊断带来了革命性的变化,使深度学习(DL)模型的开发成为可能,从而为病理学家的日常工作提供支持,并为改善患者护理做出贡献。然而,此类模型的临床应用仍面临挑战。在此,我们描述了一个概念验证框架,该框架利用开源 DP 软件和健康 7 级(HL7)标准,可将 DL 模型集成到临床工作流程中。工作流程的开发和测试是在一个完全数字化的意大利病理部门进行的。该系统采用基于 Python 的服务器-客户端架构,通过 HL7 消息传递将解剖病理实验室信息系统(AP-LIS)与包含 16 个预训练 DL 模型的外部人工智能决策支持系统(AI-DSS)互连起来。用于部署 DL 模型的开源工具箱(包括 WSInfer 和 WSInfer-MIL)被用来运行 DL 模型推理。在 QuPath 中以彩色热图的形式对模型预测进行可视化。一旦扫描到新的切片,就会根据切片的组织类型和染色情况自动运行 DL 模型推断。此外,病理学家还可以从虚拟切片托盘中选择特定的 DL 模型,按需启动分析。在这两种情况下,AP-LIS 都会向 AI-DSS 发送 HL7 信息,AI-DSS 会处理信息,运行 DL 模型推理,并根据所使用的分类模型创建适当类型的彩色热图。AI-DSS 将模型推理结果传输到 AP-LIS,病理学家可在 QuPath 和/或直接从虚拟切片托盘上查看输出结果。开发的框架支持多种 DL 工具箱,因此适用于广泛的应用。此外,这种集成工作流程也是未来病理诊断广泛采用 DL 模型的关键一步。
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引用次数: 0
Spatial Transcriptomics and Single-Nucleus Multi-omics Analysis Revealing the Impact of High Maternal Folic Acid Supplementation on Offspring Brain Development 空间转录组学和单核多组学分析揭示大量补充母体叶酸对后代大脑发育的影响
Pub Date : 2024-07-16 DOI: 10.1101/2024.07.12.603269
Xiguang Xu, Yu Lin, Liduo Yin, Priscila da Silva Serpa, Benjamin Conacher, Christina Pacholac, Francisco Carvallo, Terry Hrubec, Shannon Farris, Kurt Zimmerman, Xiaobin Wang, Hehuang Xie
Folate, an essential vitamin B9, is crucial for diverse biological processes including neurogenesis. Folic acid (FA) supplementation during pregnancy is a standard practice for preventing neural tube defects (NTDs). However, concerns are growing over the potential risks of excessive maternal FA intake. Here, we employed mouse model and spatial transcriptomics and single-nucleus multi-omics approaches to investigate the impact of high maternal FA supplementation during the periconceptional period on offspring brain development. Maternal high FA supplementation affected gene pathways linked to neurogenesis and neuronal axon myelination across multiple brain regions, as well as gene expression alterations related to learning and memory in thalamic and ventricular regions. Single-nucleus multi-omics analysis revealed that maturing excitatory neurons in the dentate gyrus (DG) are particularly vulnerable to high maternal FA intake, leading to aberrant gene expressions and chromatin accessibility in pathways governing ribosomal biogenesis critical for synaptic formation. Our findings provide new insights into specific brain regions, cell types, gene expressions and pathways that can be affected by maternal high FA supplementation.
叶酸是人体必需的维生素 B9,对包括神经发生在内的多种生物过程至关重要。孕期补充叶酸(FA)是预防神经管畸形(NTD)的标准做法。然而,人们对母体摄入过量叶酸的潜在风险越来越关注。在这里,我们采用小鼠模型、空间转录组学和单核多组学方法研究了围孕期母体补充高浓度脂肪酸对后代大脑发育的影响。母体高脂肪酸补充影响了多个脑区与神经发生和神经元轴突髓鞘化相关的基因通路,以及丘脑和脑室区域与学习和记忆相关的基因表达改变。单核多组学分析表明,齿状回(DG)中的成熟兴奋性神经元特别容易受到母体高脂肪酸摄入量的影响,从而导致基因表达异常和染色质可及性改变,而染色质可及性改变是影响核糖体生物发生的关键因素。我们的研究结果为了解母体高脂肪酸补充可能影响的特定脑区、细胞类型、基因表达和通路提供了新的视角。
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