Identification and Prediction of Tuberculosis in Eastern China: Analyses from 10-year Population-based Notification Data in Zhejiang Province, China.

Abstract:

:Tuberculosis, a severe infectious disease caused by the Mycobacterium tuberculosis, arouses huge concerns globally. In this study, a total of 331,594 TB cases in Zhejiang Province were notified during the period of 2009-2018 with the gender ratio of male to female 2.16:1. The notified TB incidences demonstrated a continuously declining trend from 75.38/100,000 to 52.25/100,000. Seasonally, the notified TB cases presented as low in January and February closely followed an apparent rise in March and April. Further stratification analysis by both genders demonstrated the double peak phenomenon in the younger population ("15-35") and the elders (">55") of the whole group. Results from the rate difference (RD) analysis showed that the rising TB incidence mainly presented in the young group of "15-20" and elder group of "65-70", implying that some implementations such as the increased frequency of checkup in specific student groups and strengthening of elder health examination could be explored and integrated into available health policy. Finally, the SARIMA (2,0,2) (0,1,1)12 was determined as the optimal prediction model, which could be used in the further prediction of TB in Zhejiang Province.

journal_name

Sci Rep

journal_title

Scientific reports

authors

Liu K,Li T,Vongpradith A,Wang F,Peng Y,Wang W,Chai C,Chen S,Zhang Y,Zhou L,Chen X,Bian Q,Chen B,Wang X,Jiang J

doi

10.1038/s41598-020-64387-5

subject

Has Abstract

pub_date

2020-05-04 00:00:00

pages

7425

issue

1

issn

2045-2322

pii

10.1038/s41598-020-64387-5

journal_volume

10

pub_type

杂志文章
  • Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus Photographs.

    abstract::The ability of deep learning architectures to identify glaucomatous optic neuropathy (GON) in fundus photographs was evaluated. A large database of fundus photographs (n = 14,822) from a racially and ethnically diverse group of individuals (over 33% of African descent) was evaluated by expert reviewers and classified ...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-018-35044-9

    authors: Christopher M,Belghith A,Bowd C,Proudfoot JA,Goldbaum MH,Weinreb RN,Girkin CA,Liebmann JM,Zangwill LM

    更新日期:2018-11-12 00:00:00

  • Carbon monoxide pollution aggravates ischemic heart failure through oxidative stress pathway.

    abstract::Risk of hospital readmission and cardiac mortality increases with atmospheric pollution for patients with heart failure. The underlying mechanisms are unclear. Carbon monoxide (CO) a ubiquitous environmental pollutant could be involved. We explored the effect of daily exposure of CO relevant to urban pollution on post...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep39715

    authors: Reboul C,Boissière J,André L,Meyer G,Bideaux P,Fouret G,Feillet-Coudray C,Obert P,Lacampagne A,Thireau J,Cazorla O,Richard S

    更新日期:2017-01-03 00:00:00

  • An African loss-of-function CACNA1C variant p.T1787M associated with a risk of ventricular fibrillation.

    abstract::Calcium regulation plays a central role in cardiac function. Several variants in the calcium channel Cav1.2 have been implicated in arrhythmic syndromes. We screened patients with Brugada syndrome, short QT syndrome, early repolarisation syndrome, and idiopathic ventricular fibrillation to determine the frequency and ...

    journal_title:Scientific reports

    pub_type: 杂志文章,多中心研究

    doi:10.1038/s41598-018-32867-4

    authors: Blancard M,Debbiche A,Kato K,Cardin C,Sabrina G,Gandjbakhch E,Probst V,Haissaguerre M,Extramiana F,Hocini M,Olivier G,Leenhardt A,Guicheney P,Rougier JS

    更新日期:2018-10-02 00:00:00

  • TGFβ1 reinforces arterial aging in the vascular smooth muscle cell through a long-range regulation of the cytoskeletal stiffness.

    abstract::Here we report exquisitely distinct material properties of primary vascular smooth muscle (VSM) cells isolated from the thoracic aorta of adult (8 months) vs. aged (30 months) F344XBN rats. Individual VSM cells derived from the aged animals showed a tense internal network of the actin cytoskeleton (CSK), exhibiting in...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-018-20763-w

    authors: Zhu W,Kim BC,Wang M,Huang J,Isak A,Bexiga NM,Monticone R,Ha T,Lakatta EG,An SS

    更新日期:2018-02-08 00:00:00

  • Camouflaged Nanosilver with Excitation Wavelength Dependent High Quantum Yield for Targeted Theranostic.

    abstract::The present study shows the thorough investigations on optical properties and hydrodynamic diameters of glutathione (GSH) stabilized nanosilver clusters (AgNC) at different stages of synthesis and engineering for the optimized absolute quantum yield to generate fluorescent images of Dalton Lymphoma Ascites (DLA) tumou...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-018-34843-4

    authors: Girigoswami A,Yassine W,Sharmiladevi P,Haribabu V,Girigoswami K

    更新日期:2018-11-07 00:00:00

  • In planta expression of hyperthermophilic enzymes as a strategy for accelerated lignocellulosic digestion.

    abstract::Conversion of lignocellulosic biomass to biofuels and biomaterials suffers from high production costs associated with biomass pretreatment and enzymatic hydrolysis. In-planta expression of lignocellulose-digesting enzymes is a promising approach to reduce these cost elements. However, this approach faces a number of c...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-017-11026-1

    authors: Mir BA,Myburg AA,Mizrachi E,Cowan DA

    更新日期:2017-09-13 00:00:00

  • An allogeneic 'off the shelf' therapeutic strategy for peripheral nerve tissue engineering using clinical grade human neural stem cells.

    abstract::Artificial tissues constructed from therapeutic cells offer a promising approach for improving the treatment of severe peripheral nerve injuries. In this study the effectiveness of using CTX0E03, a conditionally immortalised human neural stem cell line, as a source of allogeneic cells for constructing living artificia...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-018-20927-8

    authors: O'Rourke C,Day AGE,Murray-Dunning C,Thanabalasundaram L,Cowan J,Stevanato L,Grace N,Cameron G,Drake RAL,Sinden J,Phillips JB

    更新日期:2018-02-13 00:00:00

  • A Dual-reporter system for real-time monitoring and high-throughput CRISPR/Cas9 library screening of the hepatitis C virus.

    abstract::The hepatitis C virus (HCV) is one of the leading causes of chronic hepatitis, liver cirrhosis and hepatocellular carcinomas and infects approximately 170 million people worldwide. Although several reporter systems have been developed, many shortcomings limit their use in the assessment of HCV infections. Here, we rep...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep08865

    authors: Ren Q,Li C,Yuan P,Cai C,Zhang L,Luo GG,Wei W

    更新日期:2015-03-09 00:00:00

  • Accelerating forest growth enhancement due to climate and atmospheric changes in British Colombia, Canada over 1956-2001.

    abstract::Changes in climate and atmospheric CO2 and nitrogen (N) over the last several decades have induced significant effects on forest carbon (C) cycling. However, contributions of individual factors are largely unknown because of the lack of long observational data and the undifferentiating between intrinsic factors and ex...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep04461

    authors: Wu C,Hember RA,Chen JM,Kurz WA,Price DT,Boisvenue C,Gonsamo A,Ju W

    更新日期:2014-03-25 00:00:00

  • Electron g-factor in nanostructures: continuum media and atomistic approach.

    abstract::We report studies of [Formula: see text]-dependent Landé g-factor, performed by both continuous media approximation [Formula: see text] method, and atomistic tight-binding [Formula: see text] approach. We propose an effective, mesoscopic model for InAs that we are able to successfully compare with atomistic calculatio...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-020-79133-0

    authors: Gawarecki K,Zieliński M

    更新日期:2020-12-15 00:00:00

  • Printable Highly Stable and Superfast Humidity Sensor Based on Two Dimensional Molybdenum Diselenide.

    abstract::Transition metal dichalcogenides (TMDCs) are promising materials for sensing applications, due to their exceptional high performance in nano-electronics. Inherentely, the chemical and thermal responses of TMDCs are highly stable, hence, they pave way for real time sensor applications. This article proposes inceptively...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-020-62397-x

    authors: Awais M,Khan MU,Hassan A,Bae J,Chattha TE

    更新日期:2020-03-26 00:00:00

  • Optokinetic stimulation induces vertical vergence, possibly through a non-visual pathway.

    abstract::Vertical vergence is generally associated with one of three mechanisms: vestibular activation during a head tilt, induced by vertical visual disparity, or as a by-product of ocular torsion. However, vertical vergence can also be induced by seemingly unrelated visual conditions, such as optokinetic rotations. This stud...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-020-72646-8

    authors: Wibble T,Pansell T

    更新日期:2020-09-23 00:00:00

  • Chemical ordering in substituted fluorite oxides: a computational investigation of Ho2Zr2O7 and RE2Th2O7 (RE=Ho, Y, Gd, Nd, La).

    abstract::Fluorite-structured oxides find widespread use for applications spanning nuclear energy and waste containment, energy conversion, and sensing. In such applications the host tetravalent cation is often partially substituted by trivalent cations, with an associated formation of charge-compensating oxygen vacancies. The ...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep38772

    authors: Solomon JM,Shamblin J,Lang M,Navrotsky A,Asta M

    更新日期:2016-12-12 00:00:00

  • Quantifying Crustal Thickness in Continental Collisional Belts: Global Perspective and a Geologic Application.

    abstract::We present compiled geochemical data of young (mostly Pliocene-present) intermediate magmatic rocks from continental collisional belts and correlations between their whole-rock Sr/Y and La/Yb ratios and modern crustal thickness. These correlations, which are similar to those obtained from subduction-related magmatic a...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-017-07849-7

    authors: Hu F,Ducea MN,Liu S,Chapman JB

    更新日期:2017-08-01 00:00:00

  • Effects of feeding frequency on juvenile Chinese sturgeon Acipenser sinensis.

    abstract::In this study, the effects of different feeding frequencies on the growth and the expression of genes in the GH/IGF axis were assessed in juvenile Chinese sturgeon. The newly hatched Chinese sturgeons were bred for 38 days at three different feeding frequencies groups (feeding frequency of two times a day, TWD; three ...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-020-74120-x

    authors: Hu Y,Xiao K,Yang J,Liu X,Wang B,Zeng Q,Du H

    更新日期:2020-10-15 00:00:00

  • Synapse-specific expression of mu opioid receptor long-term depression in the dorsomedial striatum.

    abstract::The dorsal striatum is a brain region involved in action control, with dorsomedial striatum (DMS) mediating goal-directed actions and dorsolateral striatum (DLS) mediating habitual actions. Presynaptic long-term synaptic depression (LTD) plasticity at glutamatergic inputs to dorsal striatum mediates many dorsal striat...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-020-64203-0

    authors: Muñoz B,Haggerty DL,Atwood BK

    更新日期:2020-04-29 00:00:00

  • Facile reduction of graphene oxide suspensions and films using glass wafers.

    abstract::This paper reports a facile and green method for conversion of graphene oxide (GO) into graphene by low-temperature heating (80 °C) in the presence of a glass wafer. Compared to conventional GO chemical reduction methods, the presented approach is easy-scalable, operationally simple, and based on the use of a non-toxi...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-018-32488-x

    authors: Rabchinskii MK,Dideikin AT,Kirilenko DA,Baidakova MV,Shnitov VV,Roth F,Konyakhin SV,Besedina NA,Pavlov SI,Kuricyn RA,Lebedeva NM,Brunkov PN,Vul' AY

    更新日期:2018-09-20 00:00:00

  • Experimental immunological demyelination enhances regeneration in autograft-repaired long peripheral nerve gaps.

    abstract::Peripheral nerve long gap defects are a clinical challenge in the regeneration field. Despite the wide variety of surgical techniques and therapies, autografting is the "gold standard" for peripheral nerve gap reconstruction. The pathological process of Wallerian degeneration from the time of acute injury to efficient...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep39828

    authors: Ge J,Zhu S,Yang Y,Liu Z,Hu X,Huang L,Quan X,Wang M,Huang J,Li Y,Luo Z

    更新日期:2016-12-23 00:00:00

  • Designing new strategy for controlling DNA orientation in biosensors.

    abstract::Orientation controllable DNA biosensors hold great application potentials in recognizing small molecules and detecting DNA hybridization. Though electric field is usually used to control the orientation of DNA molecules, it is also of great importance and significance to seek for other triggered methods to control the...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep14415

    authors: Feng C,Ding HM,Ren CL,Ma YQ

    更新日期:2015-09-24 00:00:00

  • High-contrast X-ray micro-radiography and micro-CT of ex-vivo soft tissue murine organs utilizing ethanol fixation and large area photon-counting detector.

    abstract::Using dedicated contrast agents high-quality X-ray imaging of soft tissue structures with isotropic micrometre resolution has become feasible. This technique is frequently titled as virtual histology as it allows production of slices of tissue without destroying the sample. The use of contrast agents is, however, ofte...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep30385

    authors: Dudak J,Zemlicka J,Karch J,Patzelt M,Mrzilkova J,Zach P,Hermanova Z,Kvacek J,Krejci F

    更新日期:2016-07-27 00:00:00

  • Circulation of a novel strain of dolphin morbillivirus (DMV) in stranded cetaceans in the Mediterranean Sea.

    abstract::Dolphin morbillivirus (DMV) has been responsible for several outbreaks of systemic infection and has resulted in cetacean strandings in the Mediterranean. In August-October 2016, seven striped dolphins (Stenella coeruleoalba) stranded on the Sicilian coastline (Italy) tested positive for DMV. Tissue samples from brain...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-019-46096-w

    authors: Mira F,Rubio-Guerri C,Purpari G,Puleio R,Caracappa G,Gucciardi F,Russotto L,Loria GR,Guercio A

    更新日期:2019-07-05 00:00:00

  • Quantitative image analysis for evaluating the abrasion resistance of nanoporous silica films on glass.

    abstract::The abrasion resistance of coated glass surfaces is an important parameter for judging lifetime performance, but practical testing procedures remain overly simplistic and do often not allow for direct conclusions on real-world degradation. Here, we combine quantitative two-dimensional image analysis and mechanical abr...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep17708

    authors: Nielsen KH,Karlsson S,Limbach R,Wondraczek L

    更新日期:2015-12-10 00:00:00

  • Dynamin II is required for 17β-estradiol signaling and autophagy-based ERα degradation.

    abstract::17β-estradiol (E2) regulates diverse physiological effects, including cell proliferation, by binding to estrogen receptor α (ERα). ERα is both a transcription factor that drives E2-sensitive gene expression and an extra-nuclear localized receptor that triggers the activation of diverse kinase cascades. While E2 trigge...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep23727

    authors: Totta P,Busonero C,Leone S,Marino M,Acconcia F

    更新日期:2016-03-24 00:00:00

  • Podocyte-targeted Heme Oxygenase (HO)-1 overexpression exacerbates age-related pathology in the rat kidney.

    abstract::Although Heme Oxygenase-1 (HO-1) induction in various forms of kidney injury is protective, its role in age-related renal pathology is unknown. In the ageing kidney there is nephron loss and lesions of focal glomerulosclerosis, interstitial fibrosis, tubular atrophy and arteriolosclerosis. Underlying mechanisms includ...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-020-62016-9

    authors: Poulaki E,Detsika MG,Fourtziala E,Lianos EA,Gakiopoulou H

    更新日期:2020-03-31 00:00:00

  • The diagnostic value of human epididymis protein 4 for endometrial cancer is moderate.

    abstract::Human epididymis protein 4 (HE4) has been used as a biomarker of endometrial cancer (EC) in clinical practice. However, there remains a lack of systemic research on the critical values of HE4 for diagnosing different clinical stages and pathological types of EC. This study investigated the accuracy of human epididymis...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-020-79960-1

    authors: Liu J,Han L,Jiao Z

    更新日期:2021-01-12 00:00:00

  • Virulence determinants associated with the Asian community-associated methicillin-resistant Staphylococcus aureus lineage ST59.

    abstract::Understanding virulence is vital for the development of novel therapeutics to target infections with community-associated methicillin-resistant Staphylococcus aureus (CA-MRSA), which cause an ongoing epidemic in the United States and are on a global rise. However, what defines virulence particularly of global CA-MRSA ...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep27899

    authors: Li M,Dai Y,Zhu Y,Fu CL,Tan VY,Wang Y,Wang X,Hong X,Liu Q,Li T,Qin J,Ma X,Fang J,Otto M

    更新日期:2016-06-14 00:00:00

  • Knockdown Indian Hedgehog (Ihh) does not delay Fibular Fracture Healing in genetic deleted Ihh mice and pharmaceutical inhibited Ihh Mice.

    abstract::The objective of this study was to determine if Ihh is required for fracture healing. Fibular fracture was created in adult Col2a1-CreERT2; Ihhfl/fl mice. Ihhfl/fl mice received Tamoxifen (TM) to delete Ihh. WT mice received Cyclopamine to inhibit Hh pathway. Callus tissue properties and Ihh pathway were analyzed at 1...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-018-28657-7

    authors: Li S,Xiang C,Wei X,Li H,Li K,Sun X,Wang S,Zhang M,Deng J,Wang X,Li P,Li R,Zhang Y,Wei L

    更新日期:2018-07-09 00:00:00

  • Facile synthesis of diverse graphene nanomeshes based on simultaneous regulation of pore size and surface structure.

    abstract::Recently, graphene nanomesh (GNM) has attracted great attentions due to its unique porous structure, abundant active sites, finite band gap and possesses potential applications in the fields of electronics, gas sensor/storage, catalysis, etc. Therefore, diverse GNMs with different physical and chemical properties are ...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/srep32310

    authors: Zhang J,Song H,Zeng D,Wang H,Qin Z,Xu K,Pang A,Xie C

    更新日期:2016-08-26 00:00:00

  • Mammary Tumors Induce Central Pro-inflammatory Cytokine Expression, but Not Behavioral Deficits in Balb/C Mice.

    abstract::Breast cancer survivors are more likely to develop mood disorders and cognitive deficits than women in the general population. Previous studies suggest that peripheral tumors elicit central pro-inflammatory cytokine production, in turn leading to depression and cognitive deficits. In the current study, two cohorts of ...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-017-07596-9

    authors: Walker Ii WH,Borniger JC,Surbhi,Zalenski AA,Muscarella SL,Fitzgerald JA,Zhang N,Gaudier-Diaz MM,DeVries AC

    更新日期:2017-08-15 00:00:00

  • Morphological, genomic and transcriptomic responses of Klebsiella pneumoniae to the last-line antibiotic colistin.

    abstract::Colistin remains one of the few antibiotics effective against multi-drug resistant (MDR) hospital pathogens, such as Klebsiella pneumoniae. Yet resistance to this last-line drug is rapidly increasing. Characterized mechanisms of colR in K. pneumoniae are largely due to chromosomal mutations in two-component regulators...

    journal_title:Scientific reports

    pub_type: 杂志文章

    doi:10.1038/s41598-018-28199-y

    authors: Cain AK,Boinett CJ,Barquist L,Dordel J,Fookes M,Mayho M,Ellington MJ,Goulding D,Pickard D,Wick RR,Holt KE,Parkhill J,Thomson NR

    更新日期:2018-06-29 00:00:00