Abstract:
:Many practical systems can be described by dynamic networks, for which modern technique can measure their outputs, and accumulate extremely rich data. Nevertheless, the network structures producing these data are often deeply hidden in the data. The problem of inferring network structures by analyzing the available data, turns to be of great significance. On one hand, networks are often driven by various unknown facts, such as noises. On the other hand, network structures of practical systems are commonly nonlinear, and different nonlinearities can provide rich dynamic features and meaningful functions of realistic networks. Although many works have considered each fact in studying network reconstructions, much less papers have been found to systematically treat both difficulties together. Here we propose to use high-order correlation computations (HOCC) to treat nonlinear dynamics; use two-time correlations to decorrelate effects of network dynamics and noise driving; and use suitable basis and correlator vectors to unifiedly infer all dynamic nonlinearities, topological interaction links and noise statistical structures. All the above theoretical frameworks are constructed in a closed form and numerical simulations fully verify the validity of theoretical predictions.
journal_name
Sci Repjournal_title
Scientific reportsauthors
Chen Y,Zhang Z,Chen T,Wang S,Hu Gdoi
10.1038/srep44639subject
Has Abstractpub_date
2017-03-21 00:00:00pages
44639issn
2045-2322pii
srep44639journal_volume
7pub_type
杂志文章abstract::This study aimed to determine the clinicopathological features of the subtypes of ampullary carcinoma (AC) to explore the indications for endoscopic papillectomy (EP) in early AC. Fifty-seven patients with AC who underwent curative resection were retrospectively reviewed. The 0/IA stages were significantly more common...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-020-79836-4
更新日期:2021-01-12 00:00:00
abstract::Flubendiamide (FD), the first commercial phthalic acid diamide that targets insect ryanodine receptor (RyRs), has played an important role in pest management. With its extensive worldwide application, a rapid and convenient method to detect its existence in the environment is necessary. In this study, an indirect comp...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-019-38649-w
更新日期:2019-02-14 00:00:00
abstract::The discovery of the community structure of real-world networks is still an open problem. Many methods have been proposed to shed light on this problem, and most of these have focused on discovering node community. However, link community is also a powerful framework for discovering overlapping communities. Here we pr...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/srep22470
更新日期:2016-03-01 00:00:00
abstract::Copper ions play a vital role in a variety of fundamental physiological processes not only in human beings and plants, but also for extensive insects and microorganisms. In this paper, a novel water-soluble ruthenium(II) complex as a turn-on copper(II) ions luminescent sensor based on o-(phenylazo)aniline was designed...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/srep08172
更新日期:2015-02-02 00:00:00
abstract::The Fusarium solani species complex (FSSC) has been studied intensively but its association with legumes, particularly under European agro-climatic conditions, is still poorly understood. In the present study, we investigated phylogenetic relationships and aggressiveness of 79 isolates of the FSSC collected from pea, ...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-018-19779-z
更新日期:2018-01-19 00:00:00
abstract::In actively deforming regions, crustal deformation is accommodated by earthquakes and through a variety of transient aseismic phenomena. Here, we study the 2010-2014 Pollino (Southern Italy) swarm sequence (main shock M W 5.1) located within the Pollino seismic gap, by analysing the surface deformation derived from Gl...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-017-00649-z
更新日期:2017-04-12 00:00:00
abstract::We previously reported that chronic rhinosinusitis with nasal polyps (CRSwNP) was subdivided into four chronic rhinosinusitis (CRS) subtypes using the JESREC scoring system. We sought to identify the gene expression profile and biomarkers related with CRSwNP by RNA-sequence. RNA-sequencing was performed to identify di...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-018-29612-2
更新日期:2018-07-30 00:00:00
abstract::Duchenne muscular dystrophy (DMD) is a common and severe X-linked myopathy, characterized by muscle degeneration due to altered or absent dystrophin. DMD has no effective cure, and the underlying molecular mechanisms remain incompletely understood. The aim of this study is to investigate the metabolic changes in DMD u...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-021-81090-1
更新日期:2021-01-21 00:00:00
abstract::Heterotrimeric G proteins are usually activated by the guanine-nucleotide exchange factor (GEF) activity of GPCRs. However, some non-receptor proteins are also GEFs. GIV (a.k.a Girdin) was the first non-receptor protein for which the GEF activity was ascribed to a well-defined protein sequence that directly binds Gαi....
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-017-08829-7
更新日期:2017-08-17 00:00:00
abstract::The activation energy of the β → α/ω phase transformation increased monotonously with the application of a continuous heating process to a Ti-15Mo-2.7Nb-3Al-0.2Si alloy. Precipitation behaviour of the alloy aged at different temperatures were analysed with scanning electron microscopy, electron backscattered diffracti...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-019-54114-0
更新日期:2019-11-26 00:00:00
abstract::An amendment to this paper has been published and can be accessed via a link at the top of the paper. ...
journal_title:Scientific reports
pub_type: 已发布勘误
doi:10.1038/s41598-020-75277-1
更新日期:2020-10-20 00:00:00
abstract::Optical coherence tomography angiography (OCTA) seems not to image the choroidal blood flow pattern in the normal individual because of the OCT light attenuation. Our purpose in the current study was to visualize the large choroidal blood flow pattern after subtraction of the choriocapillaris projection artifact in no...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-018-34102-6
更新日期:2018-10-24 00:00:00
abstract::Obesity, often represented by higher body mass index (BMI), is not yet fully understood as a potential risk factor for poor clinical outcomes of prostate cancer (PCa) after radical prostatectomy (RP). This study aimed to evaluate the relationship between BMI and biochemical recurrence (BCR)-free survival in RP patient...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-018-30473-y
更新日期:2018-08-10 00:00:00
abstract::The immune responses of males and females to bacterial infections display differences. The mechanisms that underlie this sexual dimorphism are multifactorial. Lipopolysaccharide (LPS) contributes to the pathogenesis of endotoxaemia. We have previously demonstrated that the plasma protein beta-2 glycoprotein-1 (β2GPI) ...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-017-07945-8
更新日期:2017-08-15 00:00:00
abstract::We aimed to predict molecular subtypes of breast cancer using radiomics signatures extracted from synthetic mammography reconstructed from digital breast tomosynthesis (DBT). A total of 365 patients with invasive breast cancer with three different molecular subtypes (luminal A + B, luminal; HER2-positive, HER2; triple...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-020-78681-9
更新日期:2020-12-09 00:00:00
abstract::WD40 proteins belong to a big protein family with members identified in every eukaryotic proteome. However, WD40 proteins were only reported in a few prokaryotic proteomes. Using WDSP ( http://wu.scbb.pkusz.edu.cn/wdsp/ ), a prediction tool, we identified thousands of prokaryotic WD40 proteins, among which few protein...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-018-31140-y
更新日期:2018-08-28 00:00:00
abstract::Behaviour problems are common in companion felines, and problematic behaviour may be a sign of chronic stress. In laboratory animals, early weaning increases the risk for aggression, anxiety, and stereotypic behaviour. However, very few studies have focused on early weaning in one of the world's most popular pets, the...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-017-11173-5
更新日期:2017-09-04 00:00:00
abstract::Conventional solid lubricants such as MoS2, graphite, or diamond-like carbon films demonstrate excellent tribological performance but only in specific environments due to their inherent materials properties. This limitation prohibits using these solid lubricants in environments that change dynamically. This study pres...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-020-72666-4
更新日期:2020-09-21 00:00:00
abstract::We present theoretical results on the high-temperature phase stability and phonon spectra of paramagnetic bcc iron which explicitly take into account many-body effects. Several peculiarities, including a pronounced softening of the [110] transverse (T1) mode and a dynamical instability of the bcc lattice in harmonic a...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/srep05585
更新日期:2014-07-07 00:00:00
abstract::Genetic characterization of local breeds is essential to preserve their genomic variability, to advance conservation policies and to contribute to their promotion and sustainability. Genomic diversity of twenty European local pig breeds and a small sample of Spanish wild pigs was assessed using high density SNP chips....
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-019-49830-6
更新日期:2019-09-19 00:00:00
abstract::A correction to this article has been published and is linked from the HTML and PDF versions of this paper. The error has not been fixed in the paper. ...
journal_title:Scientific reports
pub_type: 已发布勘误
doi:10.1038/s41598-018-23132-9
更新日期:2018-03-19 00:00:00
abstract::The repeated measurements of heart rate variability (HRV) is more relevant than a single HRV measurement in predicting patient prognosis but is less addressed previously. This prospective study aimed to investigate the association between repeated measurements of HRV and long-term mortality in chronic hemodialysis pat...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-020-57792-3
更新日期:2020-01-21 00:00:00
abstract::Snake venom is a natural substance that contains numerous bioactive proteins and peptides, nearly all of which have been identified over the last several decades. In this study, we subjected snake venom to enzymatic hydrolysis to identify previously unreported bioactive peptides. The novel peptide ACH-11 with the sequ...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/srep10846
更新日期:2015-06-02 00:00:00
abstract::Acute lymphoblastic leukaemia (ALL) is the most common childhood cancer and has a high survival rate when properly managed. Prognosis is correlated with many factors such as age, gender, white blood cell (WBC) count, CD10, French-American-British (FAB) classification, and many others. Many of these factors are include...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-020-63528-0
更新日期:2020-04-21 00:00:00
abstract::Non-forest ecosystems (predominant in semi-arid and arid regions) contribute significantly to the increasing trend and interannual variation of land carbon uptake over the last three decades, yet the mechanisms are poorly understood. By analysing the flux measurements from 23 ecosystems in Australia, we found the the ...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-017-11063-w
更新日期:2017-09-15 00:00:00
abstract::Blueberry juice is a healthy and nutritious food that has become increasingly popular worldwide. However, little is known about the microbial groups of this juice that can cause its spoilage. This study aimed to identify the main spoilage microorganisms in blueberry juice and explore whether a microchip pulsed electri...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-018-26513-2
更新日期:2018-05-25 00:00:00
abstract::The effect of resistin (RETN) on the response to anti-HCV therapy remains unclear. A prospective cohort study was performed using 655 consecutive HCV patients, of whom 513 had completed a course of interferon-based therapy. Multivariate and GEE analyses revealed four RETN single-nucleotide polymorphisms (SNPs), rs3486...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/srep30799
更新日期:2016-08-01 00:00:00
abstract::Copper complexes with potent anti-tumor effect have been extensively developed. Most investigations of their modes of action focused on the biomolecular targets but not the signal transduction between target binding and cell death. We have previously shown that the cytotoxic complex pyridine(2,4-dihydroxybenzaldehyde ...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/srep36868
更新日期:2016-11-14 00:00:00
abstract::The accumulation of mannosyl-glycerate (MG), the salinity stress response osmolyte of Thermococcales, was investigated as a function of hydrostatic pressure in Thermococcus barophilus strain MP, a hyperthermophilic, piezophilic archaeon isolated from the Snake Pit site (MAR), which grows optimally at 40 MPa. Strain MP...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/srep29483
更新日期:2016-07-05 00:00:00
abstract::Two genera of terrestrial slugs (Arion and Geomalacus) display a striking disproportion in species richness in the Iberian Peninsula. While there are 17 Iberian endemic species in Arion, morphological criteria only recognize four species within Geomalacus. Sequence data were used to test whether these differences coul...
journal_title:Scientific reports
pub_type: 杂志文章
doi:10.1038/s41598-017-16417-y
更新日期:2017-11-23 00:00:00