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Zhang L, Li Y, Ma N, Zhao Y, Zhao Y. Heterogeneity of influenza infection at precise scale in Yinchuan, Northwest China, 2012-2022: evidence from Joinpoint regression and spatiotemporal analysis. Sci Rep 2024; 14:3079. [PMID: 38321190 PMCID: PMC10847441 DOI: 10.1038/s41598-024-53767-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 02/05/2024] [Indexed: 02/08/2024] Open
Abstract
Identifying high-risk regions and turning points of influenza with a precise spatiotemporal scale may provide effective prevention strategies. In this study, epidemiological characteristics and spatiotemporal clustering analysis at the township level were performed. A descriptive study and a Joinpoint regression analysis were used to explore the epidemiological characteristics and the time trend of influenza. Spatiotemporal autocorrelation and clustering analyses were carried out to explore the spatiotemporal distribution characteristics and aggregation. Furthermore, the hotspot regions were analyzed by spatiotemporal scan analysis. A total of 4025 influenza cases were reported in Yinchuan showing an overall increasing trend. The tendency of influenza in Yinchuan consisted of three stages: increased from 2012 to the first peak in 2019 (32.62/100,000) with a slight decrease in 2016; during 2019 and 2020, the trend was downwards; then it increased sharply again and reached another peak in 2022. The Joinpoint regression analysis found that there were three turning points from January 2012 to December 2022, namely January 2020, April 2020, and February 2022. The children under ten displayed an upward trend and were statistically significant. The trend surface analysis indicated that there was a shifting trend from northern to central and southern. A significant positive spatial auto-correlation was observed at the township level and four high-incidence clusters of influenza were detected. These results suggested that children under 10 years old deserve more attention and the spatiotemporal distribution of high-risk regions of influenza in Yinchuan varies every year at the township level. Thus, more monitoring and resource allocation should be prone to the four high-incidence clusters, which may benefit the public health authorities to carry out the vaccination and health promotion timely.
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Affiliation(s)
- Lu Zhang
- School of Public Health, Ningxia Medical University, Yinchuan, 750004, Ningxia, China
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, 750004, Ningxia, China
| | - Yan Li
- Yinchuan Center for Diseases Prevention and Control, Yinchuan, 750004, Ningxia, China
| | - Ning Ma
- School of Public Health, Ningxia Medical University, Yinchuan, 750004, Ningxia, China
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, 750004, Ningxia, China
| | - Yi Zhao
- School of Public Health, Ningxia Medical University, Yinchuan, 750004, Ningxia, China
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, 750004, Ningxia, China
| | - Yu Zhao
- School of Public Health, Ningxia Medical University, Yinchuan, 750004, Ningxia, China.
- Ningxia Key Laboratory of Environmental Factors and Chronic Disease Control, Yinchuan, 750004, Ningxia, China.
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Long Z, He J, Shuai Q, Zhang K, Xiang J, Wang H, Xie S, Wang S, Du W, Yao X, Huang J. Influenza vaccination-induced H3 stalk-reactive memory B-cell clone expansion. Vaccine 2023; 41:1132-1141. [PMID: 36621409 DOI: 10.1016/j.vaccine.2022.12.068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 12/29/2022] [Accepted: 12/30/2022] [Indexed: 01/07/2023]
Abstract
Current vaccine formulations elicit a recall immune response against viruses by targeting epitopes on the globular head of hemagglutinin (HA), and stalk-reactive antibodies are rarely found. However, stalk-specific memory B-cell expansion after influenza vaccination is poorly understood. In this study, B cells were isolated from individuals immunized with seasonal tetravalent influenza vaccines at days 0 and 28 for H7N9 stimulation in vitro. Plasma and supernatants were collected for the analysis of anti-HA IgG using ELISA and a Luminex assay. Memory B cells were positively enriched, and total RNA was extracted for B cell receptor (BCR) H-CDR3 sequencing. All subjects displayed increased anti-H3 antibody secretion after vaccination, whereas no increase in cH5/3-reactive IgG levels was detected. The number of shared memory B-cell clones among individuals dropped dramatically from 593 to 37. Four out of 5 subjects displayed enhanced frequencies of the VH3-23 and VH3-30 genes, and one exhibited an increase in the frequency of VH1-18, which are associated with the stalk of HA. An increase in H3 stalk-specific antibodies produced by B cells stimulated with H7N9 viruses was detected after vaccination. These results demonstrated that H3 stalk-specific memory B cells can expand and secrete antibodies that bind to the stalk in vitro, although no increase in serum H3 stalk-reactive antibodies was found after vaccination, indicating potential for developing a universal vaccine strategy.
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Affiliation(s)
- Zhaoyi Long
- Department of Blood Transfusion, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Jiang He
- Department of Blood Transfusion, Affiliated Hospital of Zunyi Medical University, Zunyi, China; Department of Blood Transfusion, Suining Central Hospital, Suining, China
| | - Qinglu Shuai
- Department of Blood Transfusion, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Ke Zhang
- Department of Laboratory Medicine, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Jim Xiang
- Cancer Research Cluster, Saskatchewan Cancer Agency, Division of Oncology, College of Medicine, University of Saskatchewan, Saskatoon, Canada
| | - Huan Wang
- Key Laboratory of Infectious Disease and Biosafety, Provincial Department of Education, Guizhou, Zunyi Medical University, Zunyi, China
| | - Shuang Xie
- Department of Blood Transfusion, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Shengyu Wang
- Key Laboratory of Infectious Disease and Biosafety, Provincial Department of Education, Guizhou, Zunyi Medical University, Zunyi, China
| | - Wensheng Du
- Department of Laboratory Medicine, Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Xinsheng Yao
- Department of Immunology, Zunyi Medical University, Zunyi, China
| | - Junqiong Huang
- Department of Blood Transfusion, Affiliated Hospital of Zunyi Medical University, Zunyi, China.
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