4,612 results on '"An-Ran Zhang"'
Search Results
2. Mapping the viruses belonging to the order Bunyavirales in China
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Ai-Ying Teng, Tian-Le Che, An-Ran Zhang, Yuan-Yuan Zhang, Qiang Xu, Tao Wang, Yan-Qun Sun, Bao-Gui Jiang, Chen-Long Lv, Jin-Jin Chen, Li-Ping Wang, Simon I. Hay, Wei Liu, and Li-Qun Fang
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Bunyavirales ,Crimean-Congo hemorrhagic fever virus ,Rift Valley fever virus ,Ecological niche model ,Risk assessment ,Infectious and parasitic diseases ,RC109-216 ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Viral pathogens belonging to the order Bunyavirales pose a continuous background threat to global health, but the fact remains that they are usually neglected and their distribution is still ambiguously known. We aim to map the geographical distribution of Bunyavirales viruses and assess the environmental suitability and transmission risk of major Bunyavirales viruses in China. Methods We assembled data on all Bunyavirales viruses detected in humans, animals and vectors from multiple sources, to update distribution maps of them across China. In addition, we predicted environmental suitability at the 10 km × 10 km pixel level by applying boosted regression tree models for two important Bunyavirales viruses, including Crimean-Congo hemorrhagic fever virus (CCHFV) and Rift Valley fever virus (RVFV). Based on model-projected risks and air travel volume, the imported risk of RVFV was also estimated from its endemic areas to the cities in China. Results Here we mapped all 89 species of Bunyavirales viruses in China from January 1951 to June 2021. Nineteen viruses were shown to infect humans, including ten species first reported as human infections. A total of 447,848 cases infected with Bunyavirales viruses were reported, and hantaviruses, Dabie bandavirus and Crimean-Congo hemorrhagic fever virus (CCHFV) had the severest disease burden. Model-predicted maps showed that Xinjiang and southwestern Yunnan had the highest environmental suitability for CCHFV occurrence, mainly related to Hyalomma asiaticum presence, while southern China had the highest environmental suitability for Rift Valley fever virus (RVFV) transmission all year round, mainly driven by livestock density, mean precipitation in the previous month. We further identified three cities including Guangzhou, Beijing and Shanghai, with the highest imported risk of RVFV potentially from Egypt, South Africa, Saudi Arabia and Kenya. Conclusions A variety of Bunyavirales viruses are widely distributed in China, and the two major neglected Bunyavirales viruses including CCHFV and RVFV, both have the potential for outbreaks in local areas of China. Our study can help to promote the understanding of risk distribution and disease burden of Bunyavirales viruses in China, and the risk maps of CCHFV and RVFV occurrence are crucial to the targeted surveillance and control, especially in seasons and locations at high risk. Graphical abstract
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- 2022
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3. Etiological and epidemiological features of acute respiratory infections in China
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Zhong-Jie Li, Hai-Yang Zhang, Li-Li Ren, Qing-Bin Lu, Xiang Ren, Cui-Hong Zhang, Yi-Fei Wang, Sheng-Hong Lin, Xiao-Ai Zhang, Jun Li, Shi-Wen Zhao, Zhi-Gang Yi, Xiao Chen, Zuo-Sen Yang, Lei Meng, Xin-Hua Wang, Ying-Le Liu, Xin Wang, Ai-Li Cui, Sheng-Jie Lai, Tao Jiang, Yang Yuan, Lu-Sha Shi, Meng-Yang Liu, Yu-Liang Zhu, An-Ran Zhang, Zhi-Jie Zhang, Yang Yang, Michael P. Ward, Lu-Zhao Feng, Huai-Qi Jing, Liu-Yu Huang, Wen-Bo Xu, Yu Chen, Jian-Guo Wu, Zheng-Hong Yuan, Meng-Feng Li, Yu Wang, Li-Ping Wang, Li-Qun Fang, Wei Liu, Simon I. Hay, George F. Gao, Wei-Zhong Yang, and The Chinese Centers for Disease Control and Prevention (CDC) Etiology of Respiratory Infection Surveillance Study Team
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Science - Abstract
China operates a national surveillance program for acute respiratory infections and sampled over 200,000 patients between 2009–2019. Here, the authors present results from this program and describe patterns by age, pathogen type, presence of pneumonia, and season.
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- 2021
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4. Vocal Techniques and Musical Literacy in the Singing of Chinese Gu Shi Ci Art Songs
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Ran Zhang and Jarernchai Chonprirot
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Chinese Gu Shi Ci art songs are a genre that combines ancient Chinese poetry with music, reflecting profound emotional depth and cultural ethos. The primary objective is to investigate the integration of vocal techniques and musical literacy in the performance of Chinese Gu Shi Ci art songs. The study conducted at Nanchang University and the China Conservatory of Music involved interviews and observations with five key informants: professors, vocal coaches, professional singers, music educators, and opera performers. Data analysis included transcribing interviews, coding for recurring themes, and cross-referencing observational data. The findings reveal that precise vocal techniques, such as breath control and tone modulation, and a deep understanding of the poems' contexts significantly enhance performance authenticity and emotional resonance. The study underscores the need for an integrated curriculum in music education that combines technical skills with cultural and literary education. It suggests incorporating historical context modules, technical workshops, interdisciplinary approaches, performance analysis, and practical opportunities to foster a comprehensive understanding of Gu Shi Ci art songs. This approach can deepen students' appreciation and ensure the rich cultural heritage of these songs continues to resonate with contemporary audiences.
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- 2024
5. Epidemiology and evolution of Middle East respiratory syndrome coronavirus, 2012–2020
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An-Ran Zhang, Wen-Qiang Shi, Kun Liu, Xin-Lou Li, Ming-Jin Liu, Wen-Hui Zhang, Guo-Ping Zhao, Jin-Jin Chen, Xiao-Ai Zhang, Dong Miao, Wei Ma, Wei Liu, Yang Yang, and Li-Qun Fang
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Middle East respiratory syndrome ,MERS-CoV ,Case fatality rate ,Spatial diffusion ,Phylogeny ,Phylogeographic dynamic ,Infectious and parasitic diseases ,RC109-216 ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background The ongoing transmission of the Middle East respiratory syndrome coronavirus (MERS-CoV) in the Middle East and its expansion to other regions are raising concerns of a potential pandemic. An in-depth analysis about both population and molecular epidemiology of this pathogen is needed. Methods MERS cases reported globally as of June 2020 were collected mainly from World Health Organization official reports, supplemented by other reliable sources. Determinants for case fatality and spatial diffusion of MERS were assessed with Logistic regressions and Cox proportional hazard models, respectively. Phylogenetic and phylogeographic analyses were performed to examine the evolution and migration history of MERS-CoV. Results A total of 2562 confirmed MERS cases with 150 case clusters were reported with a case fatality rate of 32.7% (95% CI: 30.9‒34.6%). Saudi Arabia accounted for 83.6% of the cases. Age of ≥ 65 years old, underlying conditions and ≥ 5 days delay in diagnosis were independent risk factors for death. However, a history of animal contact was associated with a higher risk (adjusted OR = 2.97, 95% CI: 1.10–7.98) among female cases
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- 2021
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6. Association between fatality rate of COVID-19 and selenium deficiency in China
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Hai-Yang Zhang, An-Ran Zhang, Qing-Bin Lu, Xiao-Ai Zhang, Zhi-Jie Zhang, Xiu-Gang Guan, Tian-Le Che, Yang Yang, Hao Li, Wei Liu, and Li-Qun Fang
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COVID-19 ,Case fatality rate ,Selenium ,Micronutrient ,China ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Background COVID-19 has impacted populations around the world, with the fatality rate varying dramatically across countries. Selenium, as one of the important micronutrients implicated in viral infections, was suggested to play roles. Methods An ecological study was performed to assess the association between the COVID-19 related fatality and the selenium content both from crops and topsoil, in China. Results Totally, 14,045 COVID-19 cases were reported from 147 cities during 8 December 2019–13 December 2020 were included. Based on selenium content in crops, the case fatality rates (CFRs) gradually increased from 1.17% in non-selenium-deficient areas, to 1.28% in moderate-selenium-deficient areas, and further to 3.16% in severe-selenium-deficient areas (P = 0.002). Based on selenium content in topsoil, the CFRs gradually increased from 0.76% in non-selenium-deficient areas, to 1.70% in moderate-selenium-deficient areas, and further to 1.85% in severe-selenium-deficient areas (P
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- 2021
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7. Clinical characteristics and risk factors for severe scrub typhus in pediatric and elderly patients.
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Xiu-Gang Guan, Yue-Hong Wei, Bao-Gui Jiang, Shi-Xia Zhou, An-Ran Zhang, Qing-Bin Lu, Zi-Wei Zhou, Jin-Jin Chen, Hai-Yang Zhang, Yang Ji, Yang Yang, Li-Qun Fang, Hao Li, Zhi-Cong Yang, and Wei Liu
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Arctic medicine. Tropical medicine ,RC955-962 ,Public aspects of medicine ,RA1-1270 - Abstract
BackgroundScrub typhus (ST) is a life-threatening infectious disease if appropriate treatment is unavailable. Large discrepancy of clinical severity of ST patients was reported among age groups, and the underlying risk factors for severe disease are unclear.MethodsClinical and epidemiological data of ST patients were collected in 55 surveillance hospitals located in Guangzhou City, China, from 2012 to 2018. Severe prognosis and related factors were determined and compared between pediatric and elderly patients.ResultsA total of 2,074 ST patients including 209 pediatric patients and 1,865 elderly patients were included, with a comparable disease severity rate of 11.0% (95% CI 7.1%-16.1%) and 10.3% (95% CI 9.0%-11.8%). Different frequencies of clinical characteristics including lymphadenopathy, skin rash, enlarged tonsils, etc. were observed between pediatric and elderly patients. Presence of peripheral edema and decreased hemoglobin were the most important predictors of severe illness in pediatric patients with adjusted ORs by 38.99 (9.96-152.67, pConclusionThe disease severity rate is comparable between pediatric and elderly ST patients, while different clinical features and laboratory indicators were associated with development of severe complications for pediatric and elderly patients, which is helpful for diagnosis and progress assessment of disease for ST patients.
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- 2022
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8. Correction to: Epidemiology and evolution of Middle East respiratory syndrome coronavirus, 2012–2020
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An-Ran Zhang, Wen-Qiang Shi, Kun Liu, Xin-Lou Li, Ming-Jin Liu, Wen-Hui Zhang, Guo-Ping Zhao, Jin-Jin Chen, Xiao-Ai Zhang, Dong Miao, Wei Ma, Wei Liu, Yang Yang, and Li-Qun Fang
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Infectious and parasitic diseases ,RC109-216 ,Public aspects of medicine ,RA1-1270 - Published
- 2021
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9. Meteorological conditions and nonpharmaceutical interventions jointly determined local transmissibility of COVID-19 in 41 Chinese cities: A retrospective observational study
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Li-Qun Fang, Hai-Yang Zhang, Han Zhao, Tian-Le Che, An-Ran Zhang, Ming-Jin Liu, Wen-Qiang Shi, Jian-Ping Guo, Yong Zhang, Wei Liu, and Yang Yang
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Public aspects of medicine ,RA1-1270 - Abstract
Background: Before effective vaccines become widely available, sufficient understanding of the impacts of climate, human movement and non-pharmaceutical interventions on the transmissibility of COVID-19 is needed but still lacking. Methods: We collected by crowdsourcing a database of 11 003 COVID-19 cases from 305 cities outside Hubei Province from December 31, 2019 to April 27, 2020. We estimated the daily effective reproduction numbers (Rt) of COVID-19 in 41 cities where the crowdsourced case data are comparable to the official surveillance data. The impacts of meteorological variables, human movement indices and nonpharmaceutical emergency responses on Rt were evaluated with generalized estimation equation models. Findings: The median Rt was 0•46 (IQR: 0•37–0•87) in the northern cities, higher than 0•20 (IQR: 0•09–0•52) in the southern cities (p=0•004). A higher local transmissibility of COVID-19 was associated with a low temperature, a relative humidity near 70–75%, and higher intracity and intercity human movement. An increase in temperature from 0℃ to 20℃ would reduce Rt by 30% (95 CI 10–46%). A further increase to 30℃ would result in another 17% (95% CI 5–27%) reduction. An increase in relative humidity from 40% to 75% would raise the transmissibility by 47% (95% CI 9–97%), but a further increase to 90% would reduce the transmissibility by 12% (95% CI 4–19%). The decrease in intracity human movement as a part of the highest-level emergency response in China reduced the transmissibility by 36% (95% CI 27–44%), compared to 5% (95% CI 1–9%) for restricting intercity transport. Other nonpharmaceutical interventions further reduced Rt by 39% (95% CI 31–47%). Interpretation: Climate can affect the transmission of COVID-19 where effective interventions are implemented. Restrictions on intracity human movement may be needed in places where other nonpharmaceutical interventions are unable to mitigate local transmission. Funding: China Mega-Project on Infectious Disease Prevention; U.S. National Institutes of Health and National Science Foundation.
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- 2020
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10. Minigene-based splice assays provide new insights on intronic variants of the PKHD1 gene
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Yiyin Zhang, Ran Zhang, Xiaomeng Shi, Xuyan Liu, Changying Li, Yan Zhang, Zhi Wang, Dan Qiao, Fengjiao Pan, Bingying Zhang, Ning Xu, Bingzi Dong, and Leping Shao
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PKHD1 gene ,Intronic variant ,Minigene ,pre-mRNA splicing ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Autosomal Recessive Polycystic Kidney Disease (ARPKD) is a rare hereditary disorder caused by variants in PKHD1. Currently, aberrant splicing has been reported to play important roles in genetic disease. Our goal is to analyze intronic variants in PKHD1 at the mRNA level. Results The 12 candidate variants were introduced into the corresponding minigene and functionally assayed in HEK 293T and Hela cells. We identified 11 variants that induce splicing alterations, resulting in various consequences such as skipping of exons, intron retention and protein truncation. Conclusions This underlined the importance of mRNA-level assessment for genetic diagnostics in related genetic disorders.
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- 2024
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11. Genome-wide analysis of the SWEET gene family and its response to powdery mildew and leaf spot infection in the common oat (Avena sativa L.)
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Yuanbo Pan, Kuiju Niu, Peiqin Miao, Guiqin Zhao, Yuehua Zhang, Zeliang Ju, Jikuan Chai, Juanjuan Yang, Xiaoning Cui, and Ran Zhang
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SWEET sugar transporter protein ,Bioinformatics analysis ,Oat ,Powdery mildew ,Leaf spot ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract The nutritional quality and yield of oats (Avena sativa) are often compromised by plant diseases such as red leaf, powdery mildew, and leaf spot. Sugars Will Eventually be Exported Transporters (SWEETs) are newly identified sugar transporters involved in regulating plant growth and stress responses. However, the roles of SWEET genes in biotic stress responses remain uncharacterized in oats. In this study, 13 AsSWEET genes were identified across nine chromosomes of the oat genome, all of which were predicted to contain seven transmembrane regions. Phylogenetic analysis revealed four clades of AsSWEET proteins, with high homology to SWEET proteins in the Poaceae family. Collinearity analysis demonstrated strong relationships between oat and Zea mays SWEETs. Using subcellular localization prediction tools, AsSWEET proteins were predicted to localize to the plasma membrane. Promoter analysis revealed cis-acting elements associated with light response, growth, and stress regulation. Six AsSWEET proteins were predicted to interact in a network centered on AsSWEET1a and AsSWEET11. Gene expression analysis of two oat varieties, ‘ForagePlus’ and ‘Molasses’, indicated significant expression differences in several AsSWEET genes following infection with powdery mildew or leaf spot, including AsSWEET1a, AsSWEET1b, AsSWEET2b, AsSWEET3a, AsSWEET11, and AsSWEET16. These SWEET genes are potential candidates for disease resistance in oats. This study provides a foundation for understanding the regulatory mechanisms of AsSWEET genes, particularly in response to powdery mildew and leaf spot, and offers insights for enhancing oat molecular breeding.
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- 2024
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12. Association of COVID-19 with acute and post-acute risk of multiple different complications and mortality in patients infected with omicron variant stratified by initial disease severity: a cohort study in Hong Kong
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Eric Yuk Fai Wan, Ran Zhang, Sukriti Mathur, Vincent Ka Chun Yan, Francisco Tsz Tsun Lai, Celine Sze Ling Chui, Xue Li, Carlos King Ho Wong, Esther Wai Yin Chan, Chak Sing Lau, and Ian Chi Kei Wong
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COVID-19 ,Severity ,Multiple organ complications ,Age-specific association ,PASC ,Medicine - Abstract
Abstract Background Few studies have attempted to use clinical and laboratory parameters to stratify COVID-19 patients with severe versus non-severe initial disease and evaluate age-specific differences in developing multiple different COVID-19-associated disease outcomes. Methods A retrospective cohort included patients from the electronic health database of Hong Kong Hospital Authority between 1 January 2022 and 15 August 2022 until 15 November 2022. The cohort was divided into three cohorts by age (≤ 40, 41–64, and ≥ 65 years old). Each age cohort was stratified into four groups: (1) COVID-19 critically exposed group (ICU admission, mechanical ventilation support, CRP > 80 mg/L, or D-dimer > 2 g/mL), (2) severely exposed group (CRP 30–80 mg/L, D-dimer 0.5–2 g/mL, or CT value 40) for the disease outcomes in the acute phase of infection (e.g., mortality risk HR (aged ≤ 40): 1.0 (95%CI: 0.5,2.0), HR (aged 41–64): 2.1 (95%CI: 1.8, 2.6), HR (aged > 65): 4.8 (95%CI: 4.6, 5.1)); while in the post-acute phase, these risks were largely insignificant in those aged 65): 1.5 (95%CI: 1.5,1.6)). Fully vaccinated patients were associated with lower risks of disease outcomes than those receiving less than two doses of vaccination. Conclusions The risk of multiple different disease outcomes in both acute and post-acute phases increased significantly with the increasing severity of acute COVID-19 illness, specifically among the elderly. Moreover, future studies could improve by risk-stratifying patients based on universally accepted thresholds for clinical parameters, particularly biomarkers, using biological evidence from immunological studies.
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- 2024
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13. Genomic identification and expression profiling of DMP genes in oat (Avena sativa) elucidate their responsiveness to seed aging
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Yuan Ma, Huan Liu, Jinglong Wang, Guiqin Zhao, Kuiju Niu, Xiangrui Zhou, Ran Zhang, and Ruirui Yao
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Avena sativa ,DMP gene family ,Gene expression ,Seed aging ,Expression profiling ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background The Domain of unknown function 679 membrane protein (DMP) family, which is unique to plants, plays a crucial role in reproductive development, stress response and aging. A comprehensive study was conducted to identify the DMP gene members of oat (Avena sativa) and to investigate their structural features and tissue-specific expression profiles. Utilizing whole genome and transcriptome data, we analyzed the physicochemical properties, gene structure, cis-acting elements, phylogenetic relationships, conserved structural (CS) domains, CS motifs and expression patterns of the AsDMP family in A. sativa. Results The DMP family genes of A. sativa were distributed across 17 chromosomal scaffolds, encompassing a total of 33 members. Based on phylogenetic relationships, the AsDMP genes were classified into five distinct subfamilies. The gene structure also suggests that A. sativa may have undergone an intron loss event during its evolution. Covariance analysis indicates that genome-wide duplication and segmental duplication may be the major contributor to the expansion of the AsDMP gene family. Ka/Ks selective pressure analysis of the AsDMP gene family suggests that DMP gene pairs are generally conserved over evolutionary time. The upstream promoters of these genes contain several cis-acting elements, suggesting a potential role in abiotic stress responses and hormone induction. Transcriptome data revealed that the expression patterns of the DMP genes are involved in tissue and organ development. In this study, the AsDMP genes (AsDMP1, AsDMP19, and AsDMP22) were identified as potential regulators of seed senescence in A. sativa. These genes could serve as candidates for breeding studies focused on seed longevity and anti-aging germplasm in A. sativa. The study provides valuable insights into the regulatory mechanisms of the AsDMP gene family in the aging process of A. sativa germplasm and offers theoretical support for further function investigation into the functions of AsDMP genes and the molecular mechanisms underlying seed anti-aging. Conclusions This study identified the AsDMP genes as being involved in the aging process of A. sativa seeds, marking the first report on the potential role of DMP genes in seed aging for A. sativa.
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- 2024
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14. Intraoperative temperature management during emergency cesarean section: a retrospective observational study
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Ran Zhang, Qiang Zhou, and Hongli Guan
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Intraoperative hypothermia ,Warming method ,Emergency ,Cesarean section ,Anesthesiology ,RD78.3-87.3 - Abstract
Abstract Background Intraoperative hypothermia is a common complication during cesarean section (C-section) and associated with the high maternal mortality and morbidity. This study aimed to explore the risk factors associated with the incidence of intraoperative hypothermia in women who underwent emergency C-section deliveries. Methods We retrospectively enrolled women who underwent emergency cesarean deliveries from August 2022 to Dec 2023 at Suzhou Municipal Hospital of Anhui Province. Baseline characteristics, thermal status, and perioperative information were extracted. Hypothermia was defined as the onset of a core temperature below 36 °C. Data were compared between patients with and without a hypothermia during surgery. Logistic regression analyses were performed to determine the risk factors for low-temperature-status. Results Overall, 87 patients were included, and 30 underwent hypothermia during surgery. For women with a normal temperature status, women in the hypothermia group had a lower incidence of receiving active warming methods (52.6% vs. 30%, P = 0.044). In the logistic regression model involving core temperature, a pre-surgery core temperature
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- 2024
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15. Temporal dynamics in psychological assessments: a novel dataset with scales and response times
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Zhao Su, Rongxun Liu, Yange Wei, Ran Zhang, Xiao Xu, Yang Wang, Yue Zhu, Lifei Wang, Lijuan Liang, Fei Wang, and Xizhe Zhang
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Science - Abstract
Abstract The growing prevalence of mental health issues underscores the need for innovative screening methods. Large-scale, internet-based psychological screening has emerged as a vital tool to accurately determine morbidity rates and facilitate early diagnosis of mental disorders. However, conventional psychological screening methods often struggle with non-genuine responses and lack objective metrics. To bridge this gap, we have compiled a novel dataset derived from an expansive screening initiative at Xinxiang Medical University. The study, conducted from February 27 to March 17, 2021, yielded a dataset comprising responses from 24,292 students to four well-established psychological scales—PHQ-9, GAD-7, ISI, and PSS. A distinctive feature of this dataset is the inclusion of response time data, which captures the temporal dynamics of participants’ interactions with the scales, offering valuable insights into their response behaviour. The release of this dataset offers a substantial opportunity for researchers in the domains of psychology and public health to explore new insights into mental health, scale reliability, and the dynamics of psychological assessment.
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- 2024
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16. Laser solid-phase synthesis of graphene shell-encapsulated high-entropy alloy nanoparticles
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Yuxiang Liu, Jianghuai Yuan, Jiantao Zhou, Kewen Pan, Ran Zhang, Rongxia Zhao, Lin Li, Yihe Huang, and Zhu Liu
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Applied optics. Photonics ,TA1501-1820 ,Optics. Light ,QC350-467 - Abstract
Abstract Rapid synthesis of high-entropy alloy nanoparticles (HEA NPs) offers new opportunities to develop functional materials in widespread applications. Although some methods have successfully produced HEA NPs, these methods generally require rigorous conditions such as high pressure, high temperature, restricted atmosphere, and limited substrates, which impede practical viability. In this work, we report laser solid-phase synthesis of CrMnFeCoNi nanoparticles by laser irradiation of mixed metal precursors on a laser-induced graphene (LIG) support with a 3D porous structure. The CrMnFeCoNi nanoparticles are embraced by several graphene layers, forming graphene shell-encapsulated HEA nanoparticles. The mechanisms of the laser solid-phase synthesis of HEA NPs on LIG supports are investigated through theoretical simulation and experimental observations, in consideration of mixed metal precursor adsorption, thermal decomposition, reduction through electrons from laser-induced thermionic emission, and liquid beads splitting. The production rate reaches up to 30 g/h under the current laser setup. The laser-synthesized graphene shell-encapsulated CrMnFeCoNi NPs loaded on LIG-coated carbon paper are used directly as 3D binder-free integrated electrodes and exhibited excellent electrocatalytic activity towards oxygen evolution reaction with an overpotential of 293 mV at the current density of 10 mA/cm2 and exceptional stability over 428 h in alkaline media, outperforming the commercial RuO2 catalyst and the relevant catalysts reported by other methods. This work also demonstrates the versatility of this technique through the successful synthesis of CrMnFeCoNi oxide, sulfide, and phosphide nanoparticles.
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- 2024
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17. Boundary-aware convolutional attention network for liver segmentation in ultrasound images
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Jiawei Wu, Fulong Liu, Weiqin Sun, Zhipeng Liu, Hui Hou, Rui Jiang, Haowei Hu, Peng Ren, Ran Zhang, and Xiao Zhang
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Medicine ,Science - Abstract
Abstract Liver ultrasound is widely used in clinical practice due to its advantages of non-invasiveness, non-radiation, and real-time imaging. Accurate segmentation of the liver region in ultrasound images is essential for accelerating the auxiliary diagnosis of liver-related diseases. This paper proposes BACANet, a deep learning algorithm designed for real-time liver ultrasound segmentation. Our approach utilizes a lightweight network backbone for liver feature extraction and incorporates a convolutional attention mechanism to enhance the network's ability to capture global contextual information. To improve early localization of liver boundaries, we developed a selective large kernel convolution module for boundary feature extraction and introduced explicit liver boundary supervision. Additionally, we designed an enhanced attention gate to efficiently convey liver body and boundary features to the decoder to enhance the feature representation capability. Experimental results across multiple datasets demonstrate that BACANet effectively completes the task of liver ultrasound segmentation, achieving a balance between inference speed and segmentation accuracy. On a public dataset, BACANet achieved a DSC of 0.921 and an IOU of 0.854. On a private test dataset, BACANet achieved a DSC of 0.950 and an IOU of 0.907, with an inference time of approximately 0.32 s per image on a CPU processor.
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- 2024
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18. Endogenous retroviral ERVH48-1 promotes human urine cell reprogramming
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Yuling Peng, Jieying Zhu, Qi Zhang, Ran Zhang, Zhenhua Wang, Zesen Ye, Ning Ma, Dajiang Qin, Duanqing Pei, and Dongwei Li
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Endogenous retroviruses ,ERVH48-1 ,Human embryonic stem cells ,Induced pluripotent stem cells ,Urine cell integration-free reprogramming system ,Medicine (General) ,R5-920 ,Biology (General) ,QH301-705.5 - Abstract
Abstract Endogenous retroviruses (ERVs), once thought to be mere remnants of ancient viral integrations in the mammalian genome, are now recognized for their critical roles in various physiological processes, including embryonic development, innate immunity, and tumorigenesis. Their impact on host organisms is significant driver of evolutionary changes, offering insight into evolutionary mechanisms. In our study, we explored the functionality of ERVs by examining single-cell transcriptomic profiles from human embryonic stem cells and urine cells. This led to the discovery of a unique ERVH48-1 expression pattern between these cell types. Additionally, somatic cell reprogramming efficacy was enhanced when ERVH48-1 was overexpressed in a urine cell-reprogramming system. Induced pluripotent stem cells (iPSCs) generated with ERVH48-1 overexpression recapitulated the traits of those produced by traditional reprogramming approaches, and the resulting iPSCs demonstrated the capability to differentiate into all three germ layers in vitro. Our research elucidated the role of ERVs in somatic cell reprogramming.
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- 2024
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19. Room-temperature ferroelectric, piezoelectric and resistive switching behaviors of single-element Te nanowires
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Jinlei Zhang, Jiayong Zhang, Yaping Qi, Shuainan Gong, Hang Xu, Zhenqi Liu, Ran Zhang, Mohammad A. Sadi, Demid Sychev, Run Zhao, Hongbin Yang, Zhenping Wu, Dapeng Cui, Lin Wang, Chunlan Ma, Xiaoshan Wu, Ju Gao, Yong P. Chen, Xinran Wang, and Yucheng Jiang
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Science - Abstract
Abstract Ferroelectrics are essential in memory devices for multi-bit storage and high-density integration. Ferroelectricity mainly exists in compounds but rare in single-element materials due to their lack of spontaneous polarization in the latter. However, we report a room-temperature ferroelectricity in quasi-one-dimensional Te nanowires. Piezoelectric characteristics, ferroelectric loops and domain reversals are clearly observed. We attribute the ferroelectricity to the ion displacement created by the interlayer interaction between lone-pair electrons. Ferroelectric polarization can induce a strong field effect on the transport along the Te chain, giving rise to a self-gated ferroelectric field-effect transistor. By utilizing ferroelectric Te nanowire as channel, the device exhibits high mobility (~220 cm2·V−1·s−1), continuous-variable resistive states can be observed with long-term retention (>105 s), fast speed (1.92 TB/cm2). Our work provides opportunities for single-element ferroelectrics and advances practical applications such as ultrahigh-density data storage and computing-in-memory devices.
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- 2024
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20. Dissecting Combinational Mechanisms of Herbal Formula from a Transcriptome-based Multi-scale Network Pharmacology Model
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Peng Li, Tong Jin, Qing-Qiong Deng, Ning Chen, Hao-Ran Zhang, Wu-Xia Zhang, Yi-Jie Li, Zi-Yu Meng, Lin Xing, Yuan-Yuan Zhang, Ling-Min Zhan, Cai-Ping Cheng, Jin-Zhong Zhao, Bang-Ze Fu, Tian-Gang Li, and Peng Lu
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combinational mechanisms ,herbal formula ,multi-scale ,traditional chinese medicine ,transcriptome ,Medicine (General) ,R5-920 - Abstract
Objective: Illumination of the integrative effects of herbs in a formula is a bottleneck that limits the development of traditional Chinese medicine (TCM). In the present study, we developed a transcriptome-based multi-scale network pharmacology model to explore the combined effects of different herbs. Materials and Methods: First, we curated gene signatures at different biological scales, from the molecular to higher tissue levels, including tissues, cells, pathological processes, biological processes, pathways, and targets. Second, using the Xiexin Tang (XXT) formula as an example, we collected transcriptomic data in response to the treatment of XXT or its three compositive herbs on Michigan cancer foundation7 cells. Third, we linked each herbal drug to different biological scales by calculating the correlation scores between herb-induced gene expression profiles and gene signatures. Finally, the combined mechanisms of the three constituent herbs in XXT were deciphered by comparing their multi-scale effects with those of the formula. Results: The results showed that although XXT or single herbs regulated a large number of signatures on each biological scale, the phenotypic effects of these herbal drugs are concentrated onto the “Blood” tissue, types of hemocytes, and hemorrhagic injury-related pathological processes. At the molecular level, these herbs consistently regulate processes such as the cell cycle and blood coagulation-related pathways, as well as protein targets related to the immunoinflammatory response and blood coagulation, such as proteinase-activated receptor 2, integrin beta-3, inhibitor of nuclear factor kappa-B kinase subunit beta, and coagulation factor XII. The analysis of the combinational modes demonstrated that different herbs can cooperate by acting on the same objects and/or regulating different objects in related functions, and cooperative behaviors change at different biological scales. Conclusions: Our model can dissect the combined effects of herbal formulae from a multi-scale perspective and should be beneficial for the development and exploitation of TCM.
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- 2024
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21. Probing spin hydrodynamics on a superconducting quantum simulator
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Yun-Hao Shi, Zheng-Hang Sun, Yong-Yi Wang, Zheng-An Wang, Yu-Ran Zhang, Wei-Guo Ma, Hao-Tian Liu, Kui Zhao, Jia-Cheng Song, Gui-Han Liang, Zheng-Yang Mei, Jia-Chi Zhang, Hao Li, Chi-Tong Chen, Xiaohui Song, Jieci Wang, Guangming Xue, Haifeng Yu, Kaixuan Huang, Zhongcheng Xiang, Kai Xu, Dongning Zheng, and Heng Fan
- Subjects
Science - Abstract
Abstract Characterizing the nature of hydrodynamical transport properties in quantum dynamics provides valuable insights into the fundamental understanding of exotic non-equilibrium phases of matter. Experimentally simulating infinite-temperature transport on large-scale complex quantum systems is of considerable interest. Here, using a controllable and coherent superconducting quantum simulator, we experimentally realize the analog quantum circuit, which can efficiently prepare the Haar-random states, and probe spin transport at infinite temperature. We observe diffusive spin transport during the unitary evolution of the ladder-type quantum simulator with ergodic dynamics. Moreover, we explore the transport properties of the systems subjected to strong disorder or a tilted potential, revealing signatures of anomalous subdiffusion in accompany with the breakdown of thermalization. Our work demonstrates a scalable method of probing infinite-temperature spin transport on analog quantum simulators, which paves the way to study other intriguing out-of-equilibrium phenomena from the perspective of transport.
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- 2024
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22. Structure basis for sugar specificity of gustatory receptors in insects
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Ruizhu Chen, Ran Zhang, Lu Li, Bozhan Wang, Zhiwei Gao, Fenglian Liu, Yan Chen, Yutao Tian, Baobin Li, and Qingfeng Chen
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Cytology ,QH573-671 - Published
- 2024
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23. Variation in a Poaceae-conserved fatty acid metabolic gene cluster controls rice yield by regulating male fertility
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Chenkun Yang, Shuangqian Shen, Chuansong Zhan, Yufei Li, Ran Zhang, Yuanyuan Lv, Zhuang Yang, Junjie Zhou, Yuheng Shi, Xianqing Liu, Jianxin Shi, Dabing Zhang, Alisdair R. Fernie, and Jie Luo
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Science - Abstract
Abstract A wide variety of metabolic gene clusters exist in eukaryotic genomes, but fatty acid metabolic gene clusters have not been discovered. Here, combining with metabolic and phenotypic genome-wide association studies, we identify a major locus containing a six-gene fatty acid metabolic gene cluster on chromosome 3 (FGC3) that controls the cutin monomer hydroxymonoacylglycerols (HMGs) contents and rice yield, possibly through variation in the transcription of FGC3 members. We show that HMGs are sequentially synthesized in the endoplasmic reticulum by OsFAR2, OsKCS11, OsGPAT6, OsCYP704B2 and subsequently transported to the apoplast by OsABCG22 and OsLTPL82. Mutation of FGC3 members reduces HMGs, leading to defective male reproductive development and a significant decrease in yield. OsMADS6 and OsMADS17 directly regulate FGC3 and thus influence male reproduction and yield. FGC3 is conserved in Poaceae and likely formed prior to the divergence of Pharus latifolius. The eukaryotic fatty acid and plant primary metabolic gene cluster we identified show a significant impact on the origin and evolution of Poaceae and has potential for application in hybrid crop breeding.
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- 2024
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24. Microglial heterogeneity in the ischemic stroke mouse brain of both sexes
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Ángela del Águila, Ran Zhang, Xinyuan Yu, Lihong Dang, Feng Xu, Jin Zhang, Vaibhav Jain, Jilin Tian, Xiao-Ping Zhong, Huaxin Sheng, and Wei Yang
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scRNA-seq ,CD45 high ,Stat1 ,Female ,Microglia-to-macrophage ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Ischemic stroke elicits a complex and sustained immune response in the brain. Immunomodulatory treatments have long held promise for improving stroke outcomes, yet none have succeeded in the clinical setting. This lack of success is largely due to our incomplete understanding of how immune cells respond to stroke. The objective of the current study was to dissect the effect of permanent stroke on microglia, the resident immune cells within the brain parenchyma. Methods A permanent middle cerebral artery occlusion (pMCAO) model was used to induce ischemic stroke in young male and female mice. Microglia were sorted from fluorescence reporter mice after pMCAO or sham surgery and then subjected to single-cell RNA sequencing analysis. Various methods, including flow cytometry, RNA in situ hybridization, immunohistochemistry, whole-brain imaging, and bone marrow transplantation, were also employed to dissect the microglial response to stroke. Stroke outcomes were evaluated by infarct size and behavioral tests. Results First, we showed the morphologic and spatial changes in microglia after stroke. We then performed single-cell RNA sequencing analysis on microglia isolated from sham and stroke mice of both sexes. The data indicate no major sexual dimorphism in the microglial response to permanent stroke. Notably, we identified seven potential stroke-associated microglial clusters, including four major clusters characterized by a disease-associated microglia-like signature, a highly proliferative state, a macrophage-like profile, and an interferon (IFN) response signature, respectively. Importantly, we provided evidence that the macrophage-like cluster may represent the long-sought stroke-induced microglia subpopulation with increased CD45 expression. Lastly, given that the IFN-responsive subset constitutes the most prominent microglial population in the stroke brain, we used fludarabine to pharmacologically target STAT1 signaling and found that fludarabine treatment improved long-term stroke outcome. Conclusions Our findings shed new light on microglia heterogeneity in stroke pathology and underscore the potential of targeting specific microglial populations for effective stroke therapies.
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- 2024
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25. Artificial intelligence in individualized retinal disease management
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Zi-Ran Zhang, Jia-Jun Li, and Ke-Ran Li
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artificial intelligence ,artificial intelligence in ophthalmology ,retinal disease ,Ophthalmology ,RE1-994 - Abstract
Owing to the rapid development of modern computer technologies, artificial intelligence (AI) has emerged as an essential instrument for intelligent analysis across a range of fields. AI has been proven to be highly effective in ophthalmology, where it is frequently used for identifying, diagnosing, and typing retinal diseases. An increasing number of researchers have begun to comprehensively map patients' retinal diseases using AI, which has made individualized clinical prediction and treatment possible. These include prognostic improvement, risk prediction, progression assessment, and interventional therapies for retinal diseases. Researchers have used a range of input data methods to increase the accuracy and dependability of the results, including the use of tabular, textual, or image-based input data. They also combined the analyses of multiple types of input data. To give ophthalmologists access to precise, individualized, and high-quality treatment strategies that will further optimize treatment outcomes, this review summarizes the latest findings in AI research related to the prediction and guidance of clinical diagnosis and treatment of retinal diseases.
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- 2024
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26. Prevalence and influencing factors of sleep disorders in medical students after the COVID-19 pandemic
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Jiao Liu, Qingling Hao, Baozhu Li, Ran Zhang, Guoshuai Luo, and Daliang Sun
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Sleep disorders ,Medical students ,COVID-19 ,Depression ,Anxiety ,Psychiatry ,RC435-571 - Abstract
Abstract Background The prevalence of sleep disorders among medical students was high during the COVID-19 pandemic. However, fewer studies have been conducted on sleep disorders among medical students after the COVID-19 pandemic. This study investigated the prevalence and factors influencing sleep disorders among Chinese medical students after COVID-19. Methods A total of 1,194 Chinese medical students were included in this study from 9th to 12th July 2023. We used the Self-administered Chinese scale to collect the demographic characteristics. In addition, we used the Chinese versions of the Self-rating Depression Scale (SDS), the Self-rating Anxiety Scale (SAS), and the Pittsburgh Sleep Quality Index (PSQI) to assess subjects’ depression, anxiety, and sleep disorders, respectively. The chi-square test and binary logistic regression were used to identify factors influencing sleep disorders. The receiver operating characteristic (ROC) curve was utilized to assess the predictive value of relevant variables for sleep disorders. Results We found the prevalence of sleep disorders among medical students after COVID-19 was 82.3%. According to logistic regression results, medical students with depression were 1.151 times more likely to have sleep disorders than those without depression (OR = 1.151, 95% CI 1.114 to 1.188). Doctoral students were 1.908 times more likely to have sleep disorders than graduate and undergraduate students (OR = 1.908, 95% CI 1.264 to 2.880). Conclusion The prevalence of sleep disorders among medical students is high after COVID-19. In addition, high academic levels and depression are risk factors for sleep disorders. Therefore, medical colleges and administrators should pay more attention to sleep disorders in medical students after the COVID-19 pandemic. Regular assessment of sleep disorders and depression is essential.
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- 2024
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27. Spatio-temporal patterns and driving factors of green development level in alpine meadow regions: A case study in Gannan Tibetan Autonomous Prefecture
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Yan-chen Zhao, Qi-peng Zhang, Hui-ran Zhang, and Shuai Huang
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Green development ,Gannan ,DPSIR model ,GeoDetector ,Ecology ,QH540-549.5 - Abstract
Green development is an approach that harmonizes human beings with nature and leads to sustainable social and economic development. However, the factors influencing the level of green development are uncertain due to regional differences, especially in the alpine meadow regions. To explore the factors affecting green development in the alpine meadow region, we took the Gannan Tibetan Autonomous Prefecture as an example. Through a green development level evaluation index system, the DPSIR (Driver, Pressure, State, Impact, and Response) was constructed to comprehensively evaluate and analyze the green development level of the study area from 1990 to 2020. On this basis, the key influencing factors of the green development level was analyzed based on the GeoDetector. The findings indicate that the total level of green development in Gannan has an upward trend within the range of 0.044–0.535, moving towards high quality and sustainable development. Except for 2005, the spatial clustering characteristics of the green development level did not display obvious high values of spatial autocorrelation. The green development space is concentrated and stable, and the centre of gravity is in Zhuoni. The impact and response dimensions make the greatest contribution to green development. Different evaluation indicators have different impacts on green development during the study period. Specifically, people’s productive lives, the impact of social production and positive policy responses are the main factors contributing to green development. The findings will provide theoretical basis and case support for ecological security and green sustainable development in the alpine meadow regions.
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- 2024
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28. Local anesthetic tetracaine hydrochloride induces pyroptosis via caspase-3/gasdermin E in uveal melanoma
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Peng Yi, Ran Zhang, Zhengshan Qin, Xin Zhao, Chunyi Wu, Yajun Yu, Li Liu, Jianlong Zhou, and Jianguo Feng
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Gasdermin E (GSDME) ,Local anesthetics ,Tetracaine hydrochloride ,Pyroptosis ,Uveal melanoma ,Therapeutics. Pharmacology ,RM1-950 - Abstract
Background: Evasion of pyroptosis is an effective survival strategy employed by cancer cells to evade immune cell attacks and drug-induced cytotoxicity. Exploring potent molecules capable of inducing pyroptosis in cancer cells has significant clinical implications for the control of cancer progression. Unexpectedly, we found that the local anesthetic tetracaine hydrochloride (TTC) induced pyroptosis, specifically in uveal melanoma but not in acral or cutaneous melanoma. Methods: We investigated the effects of TTC on various melanoma cell lines and performed transcriptome sequencing of TTC-treated uveal melanoma cells. The role of gasdermin E (GSDME), an executive protein responsible for pyroptosis, was explored using CRISPR-Cas13d knockdown, caspase-3 inhibitor treatment, and western blot analysis. Differential gene expression and pathway enrichment analyses were performed. Furthermore, we used tissue microarrays to assess GSDME expression levels in melanoma tissues from different anatomical sites. Results: TTC significantly induced pyroptosis specifically in uveal melanoma cells with high GSDME expression levels. TTC treatment could lead to GSDME cleavage by the caspase-3 in uveal melanoma C918 cells. GSDME knockdown or caspase-3 inhibition suppressed TTC-induced pyroptosis. Transcriptome analysis revealed differentially expressed genes enriched in signaling pathways related to pyroptosis, immunity, and cytokines. Conclusions: This study showed that the local anesthetic TTC effectively induces pyroptosis in uveal melanoma through the caspase-3/GSDME pathway, highlighting its potential application in immunotherapy. Notably, the use of TTC has potential as an agent for inducing pyroptosis and as an adjuvant anticancer therapy in uveal melanoma.
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- 2024
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29. Genome-wide re-sequencing reveals selection signatures for important economic traits in Taihang chickens
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Ran Zhang, Wenjun Wang, Zhenhong Zhang, Dehe Wang, Hong Ding, Huage Liu, Sumin Zang, and Rongyan Zhou
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Taihang chicken ,population structure ,selection signature ,whole-genome sequencing ,Animal culture ,SF1-1100 - Abstract
ABSTRACT: Taihang chickens is precious genetic resource with excellent adaptability and disease resistance, as well as high-quality eggs and meat. However, the genetic mechanism underlying important economic traits remain largely unknown. To address this gap, we conducted whole-genome resequencing of 66 Taihang and 15 White Plymouth rock chicken (Baiyu). The population structure analysis revealed that Taihang chickens and Baiyu are 2 independent populations. The genomic regions with strong selection signals and some candidate genes related to economic and appearance traits were identified. Additionally, we found a continuously selected 1.2 Mb region on chromosome 2 that is closely related to disease resistance. Therefore, our findings were helpful in further understanding the genetic architecture of the Taihang chickens and provided a worthy theoretical basis and technological support to improve high-quality Taihang chickens.
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- 2024
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30. Design and synthesis of quorum-sensing agonist for improving biofilm formation and the application of Acidithiobacillus thiooxidans in bioleaching
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Deping Tang, Yanpeng Xi, Wentao Song, Mengjiao Li, Yali Liu, Yanyan Lin, Ran Zhang, and Aihong Mao
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quorum sensing agonist ,Acidithiobacillus thiooxidans ,biofilm ,adhesion ,bioleaching ,Microbiology ,QR1-502 - Abstract
IntroductionCurrently, there are few investigations on the effect of a synthetic exogenous quorum sensing (QS) agonist on the bioleaching rate of Acidithiobacillus thiooxidans (A. thiooxidans).MethodsWe created AHL (N-acyl-homoserine lactone) analogues and investigated their effects on A. thiooxidans biofilm formation, adsorption kinetics, bioleaching, and mechanism.ResultsThe findings revealed that N-(3-thiolactone)- dodecylamine (Y3) significantly increased the biofilm formation of A. thiooxidans in 96-well plates and sulfur sheets. Adsorption tests revealed that Y3 increased the adhesion rate, adsorption constant, and adsorption efficiency. Bioleaching tests indicated that Y3 boosted bioleaching efficiency, with Ni2+ and Cu2+ bioleaching rates increasing by 49.13% and 33.03%, respectively. Transcriptomic analysis revealed that Y3 increased genes associated with QS pathways and biofilm formation, particularly afeI, which was dramatically elevated 42 times.DiscussionThe study laid the groundwork for a better understanding of the mechanics of A. thiooxidans biofilm formation, which could help improve the potential application of A. thiooxidans in bioleaching.
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- 2024
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31. Construction of the whole-process nursing service system for day surgery patient based on the Kano model: A pilot cluster randomized controlled trial
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Weige Sun, Fei Wu, Yue Du, Jie Luo, Xin Wang, Aman Li, Ran Zhang, and Weixin Cai
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Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Objective The types and number of day surgeries have significantly increased, but the construction of the whole process nursing service system (WPNSS) for preoperative education, intraoperative cooperation, postoperative knowledge, and follow-up for day surgery patients is still in the exploratory stage. The aim of this study is to establish the WPNSS for day surgery patients using the Kano model and to preliminarily assess its efficacy. Methods WPNSS for day surgery was devised leveraging Internet hospital information systems and patient mobile terminals (WeChat), guided by the World Health Organization's conceptual framework for scaling-up strategies. The system was methodically developed, progressing from defining the overall framework to delineating modular functions and developing specific educational materials and tools. A pilot test was conducted in a hospital in China. Results WPNSS, a patient-centric remote education and monitoring system, seamlessly amalgamates health education, online consultations, and follow-up functionalities; offering semi-automated surgical consultations, inquiry services, and postoperative follow-ups, as well as autonomously disseminating perioperative health education content. Comprising both client and server components, patients utilizing the system are inclined to recommend day surgery at the hospital to others Conclusions WPNSS delivers personalized and precise health education, consultation, and postoperative follow-up services for day surgery patients. Current results suggest that the WPNSS may improve patients’ experience. Trial Registration Chinese Clinical Trial Register (ChiCTR2200066782).
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- 2024
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32. Recent Advances in High‐Performance Direct Seawater Electrolysis for 'Green' Hydrogen
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Ran Zhang, Tingting Zhai, Hao Wang, and Siyu Lu
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chloride oxidation reactions ,oxygen evolution reactions ,seawater electrolysis ,seawater electrolyzers ,Environmental technology. Sanitary engineering ,TD1-1066 ,Renewable energy sources ,TJ807-830 - Abstract
Electrocatalytic water splitting through the electrolyzer is the most promising strategy for hydrogen production. Recently, water electrolysis is mainly based on high‐purity freshwater, which not only consumes a large number of freshwater resources but also improves the overall cost due to the extra water purification system. Hence, direct electrolysis of seawater is more desirable for large‐scale hydrogen generation. As is known, the dominant rate‐determining step of overall water splitting is the anodic oxygen evolution reaction (OER), which involves four‐electron transfer and owns a much larger overpotential than cathodic hydrogen evolution reaction. The large challenge for the design of OER catalysts in the seawater media is the competition reaction between OER and chloride oxidation reaction, which greatly influences energy efficiency. Hence, except for the activity and stability, selectivity is another key point for seawater splitting. Herein, after a brief introduction of two half reactions for water splitting, the latest metal hydr(oxide) electrocatalysts with different crystalline structures are summarized according to the previous reports. Moreover, the advantages and disadvantages of three common water electrolyzers are compared. Finally, the perspectives of seawater electrolysis for hydrogen production are outlined for practical applications.
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- 2024
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33. A hybrid MCDM approach based on combined weighting method, cloud model and COPRAS for assessing road construction workers’ safety climate
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Jing Cai, Yihui Hu, Yiming Peng, Fengxiang Guo, Jian Xiong, and Ran Zhang
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safety climate ,combined weighting method ,cloud model ,COPRAS ,construction worker safety ,Public aspects of medicine ,RA1-1270 - Abstract
PurposeThe purpose of this paper is to propose a novel approach to assess the safety climate level of different groups of workers in a construction company and predict safety performance and implement targeted improvement measures.Design/methodology/approachThis paper utilizes the BP neural network and random forest algorithm to establish a weight learning mechanism for calculating the weights of safety climate evaluation criteria. The cloud model is employed to construct the decision matrix for different groups under the evaluation criteria. Meanwhile, the paper utilizes the COPRAS method to compare the safety climate of different groups.FindingsThe findings show the accuracy of the CM-COPRAS model is assessed by comparing it with the other methods. The three models are almost consistent in assessing the safety climate for working age groups, accident experience groups, and work type groups, with slight differences in the evaluation results for the education groups. The consistency of the computational results of the CM-COPRAS model with the results of the existing research, i.e., that the education level is positively proportional to the safety climate supports the reasonableness and validity of the CM-COPRAS model.OriginalityThe paper proposes a hybrid MCDM method that integrates the Combined weighting method, Cloud model, and COPRAS for safety climate level evaluation in different construction worker groups. A case study is presented to demonstrate the applicability of the proposed method and to compare it with other methods to validate the effectiveness of the present method.
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- 2024
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34. Assessing the relationship between urban park spatial features and physical activity levels in Residents: A spatial analysis Utilizing drone remote sensing
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Ran Zhang, Lei Cao, Lei Wang, Letian Wang, Jinjin Wang, Ninghan Xu, and Junjie Luo
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Urban parks ,Physical activity ,Environmental attributes ,Drones ,Geographic information system ,Ecology ,QH540-549.5 - Abstract
The park environment is crucial for promoting physical activity (PA). While numerous studies show that park environments influence PA behavior, inconsistencies remain, likely due to varing research methods and parks types. This study employs a fixed spatial grid method to systematically sample four representative parks in Tianjin, China. High-precision orthophoto map (DOM) data from drones provided detailed environmental attributes (like tree canopy area, lawn area, and paved area) and PA characteristics (number of participants, intensity, diversity). The results show: 1) Cluster analysis grouped 1839 park grids into 12 environmental attribute integrations, each correlating with different PA characteristics. “Tree-lined jogging corridors” and “Large sports field areas” exhibit the highest PA intensity, while “Entrance plazas”, “Central plazas,” and “Open sports spaces” have the highest number of participants and PA diversity. 2) Correlation analysis shows that various environmental attributes, including Lawn Area, and Paved Area, are significantly correlated with PA characteristics. 3)Random Forest analysis indicates the key attributes are the paved area for the number of PA participants and PA diversity, and specialized sports facilities area for PA intensity. These findings support urban green space planning and highlight the importance of better park environments for public health.
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- 2024
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35. Enhanced classification and severity prediction of major depressive disorder using acoustic features and machine learning
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Lijuan Liang, Yang Wang, Hui Ma, Ran Zhang, Rongxun Liu, Rongxin Zhu, Zhiguo Zheng, Xizhe Zhang, and Fei Wang
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major depressive disorders ,vocal acoustic features ,classification ,prediction ,model ,Psychiatry ,RC435-571 - Abstract
BackgroundPrevious studies have classified major depression and healthy control groups based on vocal acoustic features, but the classification accuracy needs to be improved. Therefore, this study utilized deep learning methods to construct classification and prediction models for major depression and healthy control groups.Methods120 participants aged 16–25 participated in this study, included 64 MDD group and 56 HC group. We used the Covarep open-source algorithm to extract a total of 1200 high-level statistical functions for each sample. In addition, we used Python for correlation analysis, and neural network to establish the model to distinguish whether participants experienced depression, predict the total depression score, and evaluate the effectiveness of the classification and prediction model.ResultsThe classification modelling of the major depression and the healthy control groups by relevant and significant vocal acoustic features was 0.90, and the Receiver Operating Characteristic (ROC) curves analysis results showed that the classification accuracy was 84.16%, the sensitivity was 95.38%, and the specificity was 70.9%. The depression prediction model of speech characteristics showed that the predicted score was closely related to the total score of 17 items of the Hamilton Depression Scale(HAMD-17) (r=0.687, P
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- 2024
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36. Investigating laser-induced thermal responses of C/SiC composites within airflow conditions
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Lei Wang, Chuntong Liu, Zhili Zhang, and Ran Zhang
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Thermal protection ,Effective thermal conductivity ,Airflow environment ,Thermal ablation ,High-energy laser ,Engineering (General). Civil engineering (General) ,TA1-2040 - Abstract
This study primarily investigates the thermal effects of high-energy laser irradiation on carbon fiber-reinforced silicon carbide (C/SiC) composites in an airflow environment. Experiments conducted within a wind tunnel at various power densities elucidate the impact of laser ablation on the material’s surface and rear temperatures, ablation depth, and morphology. The research highlights the intriguing thermal effects of high-energy laser on C/SiC materials under airflow conditions and introduces a novel effective thermal conductivity model that incorporates reaction mechanisms and by-product considerations. This model significantly enhances the accuracy in predicting temperature variations and ablation rates, offering critical insights into the thermal behavior of C/SiC composites under extreme conditions.
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- 2024
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37. Construction of a Full-Process Nursing Service Platform for Day Surgery Patients Based on Kano Model.
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Weige Sun, Weixin Cai, and Ran Zhang
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- 2024
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38. Spatio-Temporal Coordinated Mobile Electric Vehicle Charging in Integrated Transportation and Distribution Systems.
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Miao Wang, Ran Zhang, and Tianyue Zang
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- 2024
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39. Multi-Scale Recursive Feature Interaction for Auditory Attention Detection Using EEG Signals.
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Jia Li, Ran Zhang, and Siqi Cai
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- 2024
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40. M2Mol: Multi-view Multi-granularity Molecular Representation Learning for Property Prediction.
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Ran Zhang 0008, Xuezhi Wang 0004, Kunpeng Liu 0001, Yuanchun Zhou, and Pengfei Wang 0008
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- 2024
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41. An Efficient and Secure Privacy-Preserving Federated Learning Via Lattice-Based Functional Encryption.
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Ran Zhang, Hongwei Li 0001, Xinyuan Qian, Wenbo Jiang, and Xilin Zhang
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- 2024
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42. Robust Decoding of the Auditory Attention from EEG Recordings Through Graph Convolutional Networks.
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Siqi Cai, Ran Zhang, and Haizhou Li 0001
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- 2024
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43. PolitiCause: An Annotation Scheme and Corpus for Causality in Political Texts.
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Paulina Garcia Corral, Hanna Béchara, Ran Zhang, and Slava Jankin
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- 2024
44. A Delta-Sigma-Based Computing-In-Memory Macro Targeting Edge Computation.
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Ran Zhang, Ka-Fai Un, Mingqiang Guo, Liang Qi, Dengke Xu, Weibing Zhao, Rui Paulo Martins, Franco Maloberti, and Sai-Weng Sin
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- 2024
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45. Edge Intelligence Optimization for Large Language Model Inference with Batching and Quantization.
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Xinyuan Zhang, Jiang Liu 0010, Zehui Xiong, Yudong Huang, Gaochang Xie, and Ran Zhang 0004
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- 2024
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46. Energy-efficient Federated Learning for Earth Observation in LEO Satellite Systems.
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Ting Xiong, Xiaofan Xu, Ping Du, Yueyue Zhang, Ran Zhang, and Jiang Liu
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- 2024
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47. Inequities in human papillomavirus vaccination among children aged 9–14 years old under constrained vaccine supply in China
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Xiaomin Wang, Jiayi Pan, Bo Yan, Ran Zhang, Tianchi Yang, and Xudong Zhou
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Human papillomavirus vaccine ,Health inequity ,Vaccine supply ,China ,Cervical cancer prevention ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Inequities in access to human papillomavirus (HPV) vaccine are becoming a growing critical issue globally. Few studies investigate the factors determining HPV vaccine uptake disparities when vaccine supply is constrained, especially in low- and middle-income countries. The aim of this study was to investigate inequities of HPV vaccination and related factors under the constrained vaccine supply in China. Methods A cross-sectional survey was conducted in a developed eastern coastal province and a developing western one in China between November and December 2022. Employing multistage stratified cluster random sampling, the study collected data from parents of children aged 9–14. Mixed-effects logistic regression models with school units as random effects were used for analysis. Results From 4,127 eligible parents (as vaccine decision makers for girls), 1,346 (32.6%) intended to vaccinate their daughters against HPV, of which 836 (62.1%) attempted to schedule a vaccination appointment. Only 16.4% succeeded in booking an appointment. More than half of the intended parents expected the imported 9-valent HPV vaccine. There were significant disparities in HPV vaccine awareness, intention, and vaccination behavior across educational, income, geographic, ethnic, gender, and health literacy levels. Vaccine awareness and intentions were higher among parents with higher socioeconomic status; however, girls from lower socioeconomic families were more likely to receive the HPV vaccine and had a higher domestically produced vaccination rate. Significant disparities exist in vaccination intentions and actual vaccination behaviors, primarily due to large supply constraints of the HPV vaccine. Conclusions Sustained health education campaigns are needed to raise awareness of the HPV vaccine, improve health literacy, and decrease over-preference for the 9-valent HPV vaccine. A mother’s HPV vaccination behavior was positively associated with increased intention and actual vaccination behavior for her daughter. This study advocates for complementary cervical cancer prevention programs targeting both mothers and daughters.
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- 2024
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48. In vivo rescue of genetic dilated cardiomyopathy by systemic delivery of nexilin
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Yanjiao Shao, Canzhao Liu, Hsin-Kai Liao, Ran Zhang, Baolei Yuan, Hanyan Yang, Ronghui Li, Siting Zhu, Xi Fang, Concepcion Rodriguez Esteban, Ju Chen, and Juan Carlos Izpisua Belmonte
- Subjects
Dilated cardiomyopathy ,NEXN ,AAV ,Gene therapy ,Cardiac function ,Disease treatment ,Biology (General) ,QH301-705.5 ,Genetics ,QH426-470 - Abstract
Abstract Background Dilated cardiomyopathy (DCM) is one of the most common causes of heart failure. Multiple identified mutations in nexilin (NEXN) have been suggested to be linked with severe DCM. However, the exact association between multiple mutations of Nexn and DCM remains unclear. Moreover, it is critical for the development of precise and effective therapeutics in treatments of DCM. Results In our study, Nexn global knockout mice and mice carrying human equivalent G645del mutation are studied using functional gene rescue assays. AAV-mediated gene delivery is conducted through systemic intravenous injections at the neonatal stage. Heart tissues are analyzed by immunoblots, and functions are assessed by echocardiography. Here, we identify functional components of Nexilin and demonstrate that exogenous introduction could rescue the cardiac function and extend the lifespan of Nexn knockout mouse models. Similar therapeutic effects are also obtained in G645del mice, providing a promising intervention for future clinical therapeutics. Conclusions In summary, we demonstrated that a single injection of AAV-Nexn was capable to restore the functions of cardiomyocytes and extended the lifespan of Nexn knockout and G645del mice. Our study represented a long-term gene replacement therapy for DCM that potentially covers all forms of loss-of-function mutations in NEXN.
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- 2024
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49. The landscape of transcriptional profiles in human oocytes with different chromatin configurations
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Yi-Ran Zhang, Ying Yin, Shi-Meng Guo, Yu-Fan Wang, Guang-Nian Zhao, Dong-Mei Ji, and Li-Quan Zhou
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Surrounded ,Non-surrounded ,Nucleolus ,Transition ,Oocyte ,Gynecology and obstetrics ,RG1-991 - Abstract
Abstract With increasingly used assisted reproductive technology (ART), the acquisition of high-quality oocytes and early embryos has become the focus of much attention. Studies in mice have found that the transition of chromatin conformation from non-surrounded nucleolus (NSN) to surrounded nucleolus (SN) is essential for oocyte maturation and early embryo development, and similar chromatin transition also exists in human oocytes. In this study, we collected human NSN and SN oocytes and investigated their transcriptome. The analysis of differentially expressed genes showed that epigenetic functions, cyclin-dependent kinases and transposable elements may play important roles in chromatin transition during human oocyte maturation. Our findings provide new insights into the molecular mechanism of NSN-to-SN transition of human oocyte and obtained new clues for improvement of oocyte in vitro maturation technique.
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- 2024
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50. Carbon–nitrogen transmutation in polycyclic arenol skeletons to access N-heteroarenes
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Hong Lu, Yu Zhang, Xiu-Hong Wang, Ran Zhang, Peng-Fei Xu, and Hao Wei
- Subjects
Science - Abstract
Abstract Developing skeletal editing tools is not a trivial task, and realizing the corresponding single-atom transmutation in a ring system without altering the ring size is even more challenging. Here, we introduce a skeletal editing strategy that enables polycyclic arenols, a highly prevalent motif in bioactive molecules, to be readily converted into N-heteroarenes through carbon–nitrogen transmutation. The reaction features selective nitrogen insertion into the C–C bond of the arenol frameworks by azidative dearomatization and aryl migration, followed by ring-opening, and ring-closing (ANRORC) to achieve carbon-to-nitrogen transmutation in the aromatic framework of the arenol. Using widely available arenols as N-heteroarene precursors, this alternative approach allows the streamlined assembly of complex polycyclic heteroaromatics with broad functional group tolerance. Finally, pertinent transformations of the products, including synthesis complex biheteroarene skeletons, were conducted and exhibited significant potential in materials chemistry.
- Published
- 2024
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