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Article ; Online: Optimized Deep Neural Network and Its Application in Fine Sowing of Crops.

Li, Bing / Li, Jiyun

Computational intelligence and neuroscience

2022 Volume 2022, Page(s) 3650702

Abstract: Winter wheat is one of the most important food products. Increasing food demand and limited land resources have forced the development of agricultural production to be more refined and efficient. The most important part of agricultural production is ... ...

Abstract	Winter wheat is one of the most important food products. Increasing food demand and limited land resources have forced the development of agricultural production to be more refined and efficient. The most important part of agricultural production is sowing. With the promotion of precision agriculture, precision seeding has become the main component of modern agricultural seeding technology system, and the adoption of precision seeding technology is an important means of large-scale production and cost saving and efficiency enhancement. However, the current sowing technology and sowing equipment cannot meet the requirements of wheat sowing accuracy. In this context, a differential perturbation particle swarm optimization (DPPSO) algorithm is proposed by embedding differential perturbation into particle swarm optimization, which shows fast convergence speed and good global performance. After that the DPPSO is used to optimize the convolutional neural network (CNN) to build an optimized CNN (DPPSO-CNN) model and applied to the field of crops fine sowing. Finally, the experimental results show that the proposed method not only has a faster convergence rate but also achieves better wheat seeding performance. The research of this paper an effectively improves the accuracy and uniformity of wheat seeding and lay a foundation for improving wheat yield per unit area and promotes the intelligent development of agriculture in the future.
MeSH term(s)	Agriculture/methods ; Algorithms ; Neural Networks, Computer ; Seasons ; Triticum
Language	English
Publishing date	2022-08-21
Publishing country	United States
Document type	Journal Article
ZDB-ID	2388208-6
ISSN	1687-5273 ; 1687-5273
ISSN (online)	1687-5273
ISSN	1687-5273
DOI	10.1155/2022/3650702
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Article ; Online: The Combination of Antibiotic and Non-Antibiotic Compounds Improves Antibiotic Efficacy against Multidrug-Resistant Bacteria.

Xiao, Gang / Li, Jiyun / Sun, Zhiliang

International journal of molecular sciences

2023 Volume 24, Issue 20

Abstract: Bacterial antibiotic resistance, especially the emergence of multidrug-resistant (MDR) strains, urgently requires the development of effective treatment strategies. It is always of interest to delve into the mechanisms of resistance to current ... ...

Abstract	Bacterial antibiotic resistance, especially the emergence of multidrug-resistant (MDR) strains, urgently requires the development of effective treatment strategies. It is always of interest to delve into the mechanisms of resistance to current antibiotics and target them to promote the efficacy of existing antibiotics. In recent years, non-antibiotic compounds have played an important auxiliary role in improving the efficacy of antibiotics and promoting the treatment of drug-resistant bacteria. The combination of non-antibiotic compounds with antibiotics is considered a promising strategy against MDR bacteria. In this review, we first briefly summarize the main resistance mechanisms of current antibiotics. In addition, we propose several strategies to enhance antibiotic action based on resistance mechanisms. Then, the research progress of non-antibiotic compounds that can promote antibiotic-resistant bacteria through different mechanisms in recent years is also summarized. Finally, the development prospects and challenges of these non-antibiotic compounds in combination with antibiotics are discussed.
MeSH term(s)	Anti-Bacterial Agents/pharmacology ; Anti-Bacterial Agents/therapeutic use ; Drug Resistance, Multiple, Bacterial ; Bacteria ; Drug Resistance, Bacterial ; Microbial Sensitivity Tests
Chemical Substances	Anti-Bacterial Agents
Language	English
Publishing date	2023-10-23
Publishing country	Switzerland
Document type	Journal Article ; Review
ZDB-ID	2019364-6
ISSN	1422-0067 ; 1422-0067 ; 1661-6596
ISSN (online)	1422-0067
ISSN	1422-0067 ; 1661-6596
DOI	10.3390/ijms242015493
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Article ; Online: Complete ammonia oxidation (comammox) at pH 3-4 supports stable production of ammonium nitrate from urine.

Pan, Junhao / Li, Jiyun / Zhang, Tingting / Liu, Tao / Xu, Kangning / Wang, Chengwen / Zheng, Min

Water research

2024 Volume 257, Page(s) 121686

Abstract: This study developed a new process that stably produced ammonium nitrate ( ... ...

Abstract	This study developed a new process that stably produced ammonium nitrate (NH
Language	English
Publishing date	2024-04-28
Publishing country	England
Document type	Journal Article
ZDB-ID	202613-2
ISSN	1879-2448 ; 0043-1354
ISSN (online)	1879-2448
ISSN	0043-1354
DOI	10.1016/j.watres.2024.121686
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Article: Diagnosis of Alzheimer's disease by feature weighted-LSTM: a preliminary study of temporal features in brain resting-state fMRI.

Li, Jiyun / Song, Binbin / Qian, Chen

Journal of integrative neuroscience

2022 Volume 21, Issue 2, Page(s) 56

Abstract: The long short-term memory network (LSTM) is widely used in time series data processing as a temporal recursive network. The resting-state functional magnetic resonance data shows that not only are there temporal variations in the resting state, but ... ...

Abstract	The long short-term memory network (LSTM) is widely used in time series data processing as a temporal recursive network. The resting-state functional magnetic resonance data shows that not only are there temporal variations in the resting state, but there are also interactions between brain regions. To integrate the temporal and spatial characteristics of brain regions, this paper proposes a model called feature weighted-LSTM (FW-LSTM). The feature weight is defined by spatial characteristics calculating the frequency of connectivity of each brain region and further integrated into the LSTM. Thus, it can comprehensively model both temporal and spatial changes in rs-fMRI brain regions. The FW-LSTM model on the Alzheimer's disease neuroimaging initiative (ADNI) dataset is used to extract the time-varying characteristics of 90 brain regions for Alzheimer's disease (AD) classification. The model performances are 77.80%, 76.41%, and 78.81% in accuracy, sensitivity, and specificity. It outperformed the one-dimensional convolutional neural networks (1D-CNN) model and LSTM model, which only used temporal features of brain regions.
MeSH term(s)	Alzheimer Disease/pathology ; Brain ; Humans ; Magnetic Resonance Imaging/methods ; Neural Networks, Computer ; Neuroimaging
Language	English
Publishing date	2022-03-31
Publishing country	Singapore
Document type	Journal Article
ZDB-ID	2136427-8
ISSN	0219-6352
ISSN	0219-6352
DOI	10.31083/j.jin2102056
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Article ; Online: Exploring the Effects of Land Use Changes on the Landscape Pattern and Soil Erosion of Western Hubei Province from 2000 to 2020.

Li, Jiyun / Zhou, Yong / Li, Qing / Yi, Siqi / Peng, Lina

International journal of environmental research and public health

2022 Volume 19, Issue 3

Abstract: Accelerated land use and land cover changes affect regional landscape patterns and change the ecological environment, including soil conservation capabilities. This is not conducive to the sustainable development of human society. In this research, we ... ...

Abstract	Accelerated land use and land cover changes affect regional landscape patterns and change the ecological environment, including soil conservation capabilities. This is not conducive to the sustainable development of human society. In this research, we explored the land use change pattern and landscape change pattern in western Hubei from 2000 to 2020. Using the Chinese soil loss equation and stepwise regression, we measure how landscape patterns affect soil erosion under land use and cover changes in western Hubei Province. The results show that average soil erosion in the mountainous areas of western Hubei tended to increase from 2000 to 2010 and decrease from 2010 to 2020; soil erosion was higher in the western than in the eastern part of the study area. The land in areas with high-intensity and low-intensity soil erosion was mainly waterfront/grassland and cropland/forestland, respectively, and the area of moderate to severe soil erosion was greatest when the slope was 10-20°. When the slope exceeded 20°, the soil erosion area of each grade tended to decrease; thus, 20° is the critical slope for soil erosion in the study area. The landscape pattern in mountainous areas changed dramatically from 2000 to 2020. At the landscape level, landscape fragmentation increased and connectivity decreased, but the area of landscape diversity was stable. Soil erosion in western Hubei was positively correlated with the contiguity index, aggregation index and largest patch index but negatively correlated with the Shannon evenness index. The higher the landscape fragmentation and the greater the accumulation of single land-use types, the more severe the soil erosion is, while the higher the landscape connectivity and the richer the landscape diversity, the less severe the soil erosion is. The results can inform regional landscape management and soil conservation research.
MeSH term(s)	China ; Conservation of Natural Resources ; Environmental Monitoring ; Forests ; Humans ; Soil ; Soil Erosion
Chemical Substances	Soil
Language	English
Publishing date	2022-01-29
Publishing country	Switzerland
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	2175195-X
ISSN	1660-4601 ; 1661-7827
ISSN (online)	1660-4601
ISSN	1661-7827
DOI	10.3390/ijerph19031571
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Article ; Online: MiR-140-5p exerts a protective function in pregnancy-induced hypertension via mediating TGF-β/Smad signaling pathway.

Li, Ji-Yun / Jin, Yan / Cao, Yan-Min / Wu, Gui-Mei

Hypertension in pregnancy

2022 Volume 41, Issue 2, Page(s) 116–125

Abstract: Animal experiments showed that PIH rats had increased mean arterial pressure (MAP), systolic blood pressure (SBP), and diastolic blood pressure (DBP), but decreased litter size, number of viable fetuses, fetal weight, and placental weight. The higher Flt- ...

Abstract	Animal experiments showed that PIH rats had increased mean arterial pressure (MAP), systolic blood pressure (SBP), and diastolic blood pressure (DBP), but decreased litter size, number of viable fetuses, fetal weight, and placental weight. The higher Flt-1 and lower VEGF was observed in PIH rats with elevated TNF-α and IL-6 levels and decreased IL-10 levels. Treatment with agomiR-140-5p improved regarding the above indicators. Cell experiments demonstrated that miR-140-5p mimic increased cell invasion and migration abilities and decreased the activity of TGF-β/Smad pathway, while TGFBR1 can reverse the role of miR-140-5p mimic in trophoblasts.
MeSH term(s)	Animals ; Female ; Humans ; Hypertension, Pregnancy-Induced ; MicroRNAs/metabolism ; Placenta/metabolism ; Pregnancy ; Rats ; Signal Transduction ; Transforming Growth Factor beta/metabolism
Chemical Substances	MIRN140 microRNA, rat ; MicroRNAs ; Mirn140 microRNA, human ; Transforming Growth Factor beta
Language	English
Publishing date	2022-03-30
Publishing country	England
Document type	Journal Article
ZDB-ID	1151886-8
ISSN	1525-6065 ; 1064-1955
ISSN (online)	1525-6065
ISSN	1064-1955
DOI	10.1080/10641955.2022.2056195
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Article ; Online: High Internal Phase Emulsions Synergistically Stabilized by Sodium Carboxymethyl Cellulose and Palm Kernel Oil Ethoxylates as an Essential Oil Delivery System.

Chen, Qian / Tai, Xiumei / Li, Jiyun / Li, Chunhui / Guo, Lingxiao

Journal of agricultural and food chemistry

2021 Volume 69, Issue 14, Page(s) 4191–4203

Abstract: High internal phase emulsions (HIPEs) with an internal phase fraction of 84 vol % were prepared using carboxymethyl cellulose (CMC) and palm kernel oil ethoxylates (SOE-N-60) as a dual emulsifier. Effects of the oil-phase volume fraction, CMC ... ...

Abstract	High internal phase emulsions (HIPEs) with an internal phase fraction of 84 vol % were prepared using carboxymethyl cellulose (CMC) and palm kernel oil ethoxylates (SOE-N-60) as a dual emulsifier. Effects of the oil-phase volume fraction, CMC concentration, and SOE-N-60 concentration on oil-in-water HIPEs stability were systematically studied by a Mastersizer 2000 instrument, Lx POL polarizing microscope, rheometer, etc. The bioavailability of tea tree oil can be effectively protected using HIPEs as a delivery system. The experimental results showed that, with the increase of the concentrations of CMC and SOE-N-60, the droplet size of HIPEs gradually decreases and the HIPEs showed good static stability. In addition, it was observed by scanning electron microscopy that the polyHIPEs materials using HIPEs stabilized by different SOE-N-60 and CMC concentrations as templates had different structures. Moreover, the synergism between CMC and SOE-N-60 surfactants plays a significant role in the preparation and stability of HIPEs.
MeSH term(s)	Carboxymethylcellulose Sodium ; Emulsions ; Oils, Volatile ; Palm Oil ; Particle Size ; Sodium
Chemical Substances	Emulsions ; Oils, Volatile ; Palm Oil (5QUO05548Z) ; Sodium (9NEZ333N27) ; palm kernel oil (B0S90M0233) ; Carboxymethylcellulose Sodium (K679OBS311)
Language	English
Publishing date	2021-03-31
Publishing country	United States
Document type	Journal Article
ZDB-ID	241619-0
ISSN	1520-5118 ; 0021-8561
ISSN (online)	1520-5118
ISSN	0021-8561
DOI	10.1021/acs.jafc.0c07606
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Article: Achieving Ammonium Removal Through Anammox-Derived Feammox With Low Demand of Fe(III).

Hu, Lanlan / Cheng, Xiaohui / Qi, Guangxia / Zheng, Min / Dang, Yan / Li, Jiyun / Xu, Kangning

Frontiers in microbiology

2022 Volume 13, Page(s) 918634

Abstract: Feammox-based nitrogen removal technology can reduce energy consumption by aeration and emission of carbon dioxide. However, the huge theoretical demand for Fe(III) becomes a challenge for the further development of Feammox. This study investigated an ... ...

Abstract	Feammox-based nitrogen removal technology can reduce energy consumption by aeration and emission of carbon dioxide. However, the huge theoretical demand for Fe(III) becomes a challenge for the further development of Feammox. This study investigated an anammox-derived Feammox process with an intermittent dosage of Fe
Language	English
Publishing date	2022-06-27
Publishing country	Switzerland
Document type	Journal Article
ZDB-ID	2587354-4
ISSN	1664-302X
ISSN	1664-302X
DOI	10.3389/fmicb.2022.918634
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Article ; Online: Patient outcomes after non-curative endoscopic submucosal dissection for early colorectal cancer: a single-center, retrospective cohort study.

Li, Jiyun / Huang, Fei / Cheng, Pu / Zhang, Mingguang / Lu, Zhao / Zheng, Zhaoxu

Translational cancer research

2022 Volume 10, Issue 12, Page(s) 5123–5132

Abstract: Background: The treatment patterns and outcomes for patients after non-curative endoscopic submucosal dissection (ESD) remain controversial, particularly among those requiring preservation of the anal sphincter or advanced age. This retrospective study ... ...

Abstract	Background: The treatment patterns and outcomes for patients after non-curative endoscopic submucosal dissection (ESD) remain controversial, particularly among those requiring preservation of the anal sphincter or advanced age. This retrospective study aimed to investigate the treatment patterns and outcomes in patients after non-curative ESD for early colorectal cancer (CRC). Methods: This was a retrospective review in Chinese patients who received non-curative ESD for early CRC, and who were treated in the Cancer Hospital at the Chinese Academy of Medical Sciences from 2010 to 2019. Demographic parameters, clinicopathologic features, treatment patterns, and clinical outcomes were analyzed. Results: Of the 180 patients who received non-curative ESD, 85 received additional surgery; the remaining 95 patients were kept under surveillance only. Patients in the surveillance-only group tended to be older than those in the additional surgery group. Furthermore, tumors in the surveillance-only group were located in the rectum significantly more often, were better differentiated with a shallower depth of invasion and less perineuronal invasion than in the additional surgery group; there were fewer high-risk factors for residual cancer or lymph node (LN) metastasis in the surveillance-only group compared with the additional surgery group. There was no significant difference in 5-year overall survival (OS) (92.6% versus 92.7%, P=0.355), 5-year disease-free survival (DFS) (94.7% versus 91.9%, P=0.340), 5-year cancer-specific survival (CSS) (93.8% versus 92.7%, P=0.791), or total recurrence rates (4.7% versus 9.5%, P=0.217) between the additional surgery and surveillance-only groups, respectively. Conclusions: ESD results in favorable outcomes for patients with early CRC. Surveillance in patients who receive non-curative ESD may be an alternative option for those with advanced age and fewer high-risk factors for residual cancer or LN metastasis.
Language	English
Publishing date	2022-01-15
Publishing country	China
Document type	Journal Article
ZDB-ID	2901601-0
ISSN	2219-6803 ; 2218-676X
ISSN (online)	2219-6803
ISSN	2218-676X
DOI	10.21037/tcr-21-1545
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Article ; Online: Nomograms predicting cancer-specific survival for stage IV colorectal cancer with synchronous lung metastases.

Cheng, Pu / Chen, Haipeng / Huang, Fei / Li, Jiyun / Liu, Hengchang / Zheng, Zhaoxu / Lu, Zhao

Scientific reports

2022 Volume 12, Issue 1, Page(s) 13952

Abstract: This study aimed to establish a nomogram for the prediction of cancer-specific survival (CSS) of CRC patients with synchronous LM. The final prognostic nomogram based on prognostic factors was evaluated by concordance index (C-index), time-dependent ... ...

Abstract	This study aimed to establish a nomogram for the prediction of cancer-specific survival (CSS) of CRC patients with synchronous LM. The final prognostic nomogram based on prognostic factors was evaluated by concordance index (C-index), time-dependent receiver operating characteristic curves, and calibration curves. In the training and validation groups, the C-index for the nomogram was 0.648 and 0.638, and the AUC was 0.793 and 0.785, respectively. The high quality of the calibration curves in the nomogram models for CSS at 1-, 3-, and 5-year was observed. The nomogram model provided a conventional and useful tool to evaluate the 1-, 3-, and 5-year CSS of CRC patients with synchronous LM.
MeSH term(s)	Colorectal Neoplasms/pathology ; Humans ; Lung Neoplasms/pathology ; Neoplasm Staging ; Nomograms ; Prognosis ; SEER Program
Language	English
Publishing date	2022-08-17
Publishing country	England
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	2615211-3
ISSN	2045-2322 ; 2045-2322
ISSN (online)	2045-2322
ISSN	2045-2322
DOI	10.1038/s41598-022-18258-w
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