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Tapio Schneider Oliver R. A. Dunbar Jinlong Wu Lucas Bttcher Dmitry Burov Alfredo Garbuno-Inigo Gregory L. Wagner Sen Pei Chiara Daraio Raffaele Ferrari Jeffrey Shaman 《PLoS computational biology》2022,18(6)
Testing, contact tracing, and isolation (TTI) is an epidemic management and control approach that is difficult to implement at scale because it relies on manual tracing of contacts. Exposure notification apps have been developed to digitally scale up TTI by harnessing contact data obtained from mobile devices; however, exposure notification apps provide users only with limited binary information when they have been directly exposed to a known infection source. Here we demonstrate a scalable improvement to TTI and exposure notification apps that uses data assimilation (DA) on a contact network. Network DA exploits diverse sources of health data together with the proximity data from mobile devices that exposure notification apps rely upon. It provides users with continuously assessed individual risks of exposure and infection, which can form the basis for targeting individual contact interventions. Simulations of the early COVID-19 epidemic in New York City are used to establish proof-of-concept. In the simulations, network DA identifies up to a factor 2 more infections than contact tracing when both harness the same contact data and diagnostic test data. This remains true even when only a relatively small fraction of the population uses network DA. When a sufficiently large fraction of the population (≳ 75%) uses network DA and complies with individual contact interventions, targeting contact interventions with network DA reduces deaths by up to a factor 4 relative to TTI. Network DA can be implemented by expanding the computational backend of existing exposure notification apps, thus greatly enhancing their capabilities. Implemented at scale, it has the potential to precisely and effectively control future epidemics while minimizing economic disruption. 相似文献
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Zhenxiang He Chengjiang Ruan Pei Qin Denise M. Seliskar John L. Gallagher 《Ecological Engineering》2003,21(4-5):271-276
Kosteletzkya virginica (L.) Presl. is a perennial dicot halophytic species, that grows in brackish portions of coastal tidal marshes of the mid-Atlantic and southeastern United States. New saline mudflats have been increasing every year in Northern Jiangsu, China. In 1993, we introduced K. virginica (L.) into China from the Halophyte Biotechnology Center (University of Delaware, USA) as a potential species to improve the soil and develop ecologically sound saline agriculture. Our nearly 10 years of experimental research, both in a test garden and in the field, indicated that K. virginica adapts excellently to the heavy saline soils of Jiangsu Province, China. The average seed yield of K. virginica in 2001 at Yancheng was 638 kg/ha from 1-year old seedlings. There were significant variations among individuals from the unselected population of K. virginica on growth, quality, and seed yield traits. There is great potential to increase the seed yield if superior clones are selected. The seed yield of 35 selected individuals was six times greater than that of the average. Four growth traits of K. virginica were found to have a significant correlation with seed yield. However, there was no strong positive or negative correlation among seed quality traits. The mean seed weight and the germination ratio of the 35 selected individuals of K. virginica were 16.36±0.32 g and 76.11±1.82%, respectively. The percentage content of oil and crude protein in the seeds was 11.28±0.67 and 8.17±0.19%, respectively. The percentage of seed vigor of the selected individuals was 99%, as determined by soft X-ray radiography. 相似文献
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条斑紫菜抗高温和快速生长细胞株系HB的建立及栽培 总被引:1,自引:0,他引:1
本文主要应用单细胞培养技术培育紫菜新品系,以建立紫菜细胞工程快速育苗系统。通过酶解技术分离出紫菜叶状体细胞,并进行多克隆,从中获得4个细胞纯系植株(HA,HB,HC,HD)。对该4个细胞株系进行了纯系培养,并对其细胞苗和丝状体的生长速度和抗高温(19℃,21℃,23℃,25℃)性进行了测定。结果显示,船株系具有较高的抗高温性和最快生长速度。在1998年到2000年间,在江苏省启东县海丰海区对HB株系进行了海上栽培实验,结果显示,实验组的产量高于当地对照组产量,证明了条斑紫菜船株系不仅具有较高的抗高温性,而且也有较快生长速度。本实验说明应用细胞工程进行条斑紫菜育种是一条很好的快速育种途径。 相似文献
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从种子库,幼苗和种子雨等方面对亚热带山地草地退化系列上5种植物的种群更新进行了研究,结果表明:(1)引入种多年生黑麦草(Lolium perenne)和白三叶(Trifolium repens)种群在轻度和中度退化条件下能够正常更新,但不能忍受草地进一步的退化;(2)本地种对草地退化的胁迫表现出较强的承受能力。簇生卷耳(Cerastium caespitosum)、箭叶蓼(Polygonum sagittatum)和华蒲公英(Taraxacum sinicum)的种群更新分别在中度、重度和极度退化草地上处于最佳状态;(3)若要防治草地退化,就应当地引入种的种群更新受到抑制时采取有效措施。 相似文献
27.
条斑紫菜抗高温和快速生长细胞株系HB的建立及栽培 总被引:1,自引:0,他引:1
本文主要应用单细胞培养技术培育紫菜新品系,以建立紫菜细胞工程快速育苗系统。通过酶解技术分离出紫菜叶状体细胞,并进行多克隆,从中获得4个细胞纯系植株(HA,HB,HC,HD)。对该4个细胞株系进行了纯系培养,并对其细胞苗和丝状体的生长速度和抗高温(19℃,21℃,23℃,25℃)性进行了测定。结果显示,HB株系具有较高的抗高温性和最快生长速度。在1998年到2000年间,在江苏省启东县海丰海区对HB株系进行了海上栽培实验,结果显示,实验组的产量高于当地对照组产量,证明了条斑紫菜HB株系不仅具有较高的抗高温性,而且也有较快生长速度。本实验说明应用细胞工程进行条斑紫菜育种是一条很好的快速育种途径。 相似文献
28.
Bhawana George Neeraj Jain Pei Fen Chong Jun Hou Tan Thirumaran Thanabalu 《Biochimica et Biophysica Acta (BBA)/Molecular Cell Research》2014
Skeletal muscle formation is a multistep process involving proliferation, differentiation, alignment and fusion of myoblasts to form myotubes which fuse with additional myoblast to form myofibers. Toca-1 (Transducer of Cdc42-dependent actin assembly), is an adaptor protein which activates N-WASP in conjunction with Cdc42 to facilitate membrane invagination, endocytosis and actin cytoskeleton remodeling. Expression of Toca-1 in mouse primary myoblasts and C2C12 myoblasts was up-regulated on day 1 of differentiation and subsequently down-regulated during differentiation. Knocking down Toca-1 expression in C2C12 cells (Toca-1KD cells) resulted in a significant decrease in myotube formation and expression of shRNA-resistant Toca-1 in Toca-1KD cells rescued the myogenic defect, suggesting that the knockdown was specific and Toca-1 is essential for myotube formation. Toca-1KD cells exhibited elongated spindle-like morphology, expressed myogenic markers (MyoD and MyHC) and localized N-Cadherin at cell periphery similar to control cells suggesting that Toca-1 is not essential for morphological changes or expression of proteins critical for differentiation. Toca-1KD cells displayed prominent actin fibers suggesting a defect in actin cytoskeleton turnover necessary for cell–cell fusion. Toca-1KD cells migrated faster than control cells and had a reduced number of vinculin patches similar to N-WASPKO MEF cells. Transfection of N-WASP-expressing plasmid into Toca-1KD cells restored myotube formation of Toca-1KD cells. Thus, our results suggest that Toca-1KD cells have defects in formation of myotubes probably due to reduced activity of actin cytoskeleton regulators such as N-WASP. This is the first study to identify and characterize the role of Toca-1 in myogenesis. 相似文献
29.
Nasopharyngeal carcinoma (NPC) is a common cancer in Southeast Asia, particularly in southern regions of China. EBV infection is closely associated with NPC and has long been postulated to play an etiological role in the development of NPC. However, the role of EBV in malignant transformation of nasopharyngeal epithelial cells remains enigmatic. The current hypothesis of NPC development is that premalignant nasopharyngeal epithelial cells harboring genetic alterations support EBV infection and expression of EBV genes induces further genomic instability to facilitate the development of NPC. The latent membrane protein 1 (LMP1) is a well-documented EBV-encoded oncogene. The involvement of LMP1 in human epithelial malignancies has been implicated, but the mechanisms of oncogenic actions of LMP1, particularly in nasopharyngeal cells, are unclear. Here we observed that LMP1 expression in nasopharyngeal epithelial cells impaired G2 checkpoint, leading to formation of unrepaired chromatid breaks in metaphases after γ-ray irradiation. We further found that defective Chk1 activation was involved in the induction of G2 checkpoint defect in LMP1-expressing nasopharyngeal epithelial cells. Impairment of G2 checkpoint could result in loss of the acentrically broken chromatids and propagation of broken centric chromatids in daughter cells exiting mitosis, which facilitates chromosome instability. Our findings suggest that LMP1 expression facilitates genomic instability in cells under genotoxic stress. Elucidation of the mechanisms involved in LMP1-induced genomic instability in nasopharyngeal epithelial cells will shed lights on the understanding of role of EBV infection in NPC development. 相似文献
30.
Qingzhi Wang Fengjuan Jiao Pei Zhang Jianguo Yan Zheng Zhang Feng He Qian Zhang Zexi Lv Xiang Peng Hongwei Cai Bo Tian 《Molecular neurobiology》2018,55(5):3709-3717
The molecular mechanisms responsible for the loss of dopaminergic neurons in Parkinson’s disease (PD) remain obscure. Loss of function of E3 ubiquitin ligases is associated with mitochondria dysfunction, dysfunction of protein degradation, and α-synuclein aggregation, which are major contributors to neurodegeneration in PD. Recent research has thus focused on E3 ubiquitin ligase glycoprotein 78 (GP78); however, the role of GP78 in PD pathogenesis remains unclear. Notably, cyclin-dependent kinase 5 (CDK5) controls multiple cellular events in postmitotic neurons, and CDK5 activity has been implicated in the pathogenesis of PD. Thus, we addressed the relationship between CDK5 and GP78 in MPTP-based PD models. We found that GP78 expression is decreased in MPTP-based cellular and animal PD models, and CDK5 directly phosphorylated GP78 at Ser516, which promoted the ubiquitination and degradation of GP78. Importantly, overexpression of GP78 or interference of GP78 Ser516 phosphorylation protected neurons against MPP+-induced cell death. Thus, our research reveals that the CDK5-GP78 pathway is involved in the pathogenesis of PD and could be a novel candidate drug target for the treatment of PD. 相似文献