Introduction

After the 2019 novel coronavirus disease (COVID-19) outbreak, many countries adopted control measures to deal with this disease [12, 33, 36,

Data availability

The data that support this study are available from the corresponding author upon reasonable request.

References

  1. Baker RE, Park SW, Yang W, Vecchi GA, Metcalf CJE, Grenfell BT (2020) The impact of COVID-19 nonpharmaceutical interventions on the future dynamics of endemic infections. Proc Natl Acad Sci USA 117:30547–30553

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Bernal JL, Cummins S, Gasparrini A (2017) Interrupted time series regression for the evaluation of public health interventions: a tutorial. Int J Epidemiol 46:348–355

    PubMed  Google Scholar 

  3. Borchers A, Pieler T (2010) Programming pluripotent precursor cells derived from Xenopus embryos to generate specific tissues and organs. Genes (Basel) 1:413–426

    Article  CAS  PubMed  Google Scholar 

  4. Brueggemann AB, Jansen van Rensburg MJ, Shaw D, McCarthy ND, Jolley KA, Maiden MCJ, van der Linden MPG, Amin-Chowdhury Z, Bennett DE, Borrow R, Brandileone MC, Broughton K, Campbell R, Cao B, Casanova C, Choi EH, Chu YW, Clark SA, Claus H, Coelho J, Corcoran M, Cottrell S, Cunney RJ, Dalby T, Davies H, de Gouveia L, Deghmane AE, Demczuk W, Desmet S, Drew RJ, du Plessis M, Erlendsdottir H, Fry NK, Fuursted K, Gray SJ, Henriques-Normark B, Hale T, Hilty M, Hoffmann S, Humphreys H, Ip M, Jacobsson S, Johnston J, Kozakova J, Kristinsson KG, Krizova P, Kuch A, Ladhani SN, Lam TT, Lebedova V, Lindholm L, Litt DJ, Martin I, Martiny D, Mattheus W, McElligott M, Meehan M, Meiring S, Molling P, Morfeldt E, Morgan J, Mulhall RM, Munoz-Almagro C, Murdoch DR, Murphy J, Musilek M, Mzabi A, Perez-Arguello A, Perrin M, Perry M, Redin A, Roberts R, Roberts M, Rokney A, Ron M, Scott KJ, Sheppard CL, Siira L, Skoczynska A, Sloan M, Slotved HC, Smith AJ, Song JY, Taha MK, Toropainen M, Tsang D, Vainio A, van Sorge NM, Varon E, Vlach J, Vogel U, Vohrnova S, von Gottberg A, Zanella RC, Zhou F (2021) Changes in the incidence of invasive disease due to Streptococcus pneumoniae, Haemophilus influenzae, and Neisseria meningitidis during the COVID-19 pandemic in 26 countries and territories in the Invasive Respiratory Infection Surveillance Initiative: a prospective analysis of surveillance data. Lancet Digit Health 3:e360–e370

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Chiu SS, Cowling BJ, Peiris JSM, Chan ELY, Wong WHS, Lee KP (2022) Effects of nonpharmaceutical COVID-19 interventions on pediatric hospitalizations for other respiratory virus infections, Hong Kong. Emerg Infect Dis 28:62–68

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Cui A, **e Z, Xu J, Hu K, Zhu R, Li Z, Li Y, Sun L, **ang X, Xu B, Zhang R, Gao Z, Zhang Y, Xu W (2022) Comparative analysis of the clinical and epidemiological characteristics of human influenza virus versus human respiratory syncytial virus versus human metapneumovirus infection in nine provinces of China during 2009–2021. J Med Virol 94:5894–5903

    Article  CAS  PubMed  Google Scholar 

  7. Di Mattia G, Nenna R, Mancino E, Rizzo V, Pierangeli A, Villani A, Midulla F (2021) During the COVID-19 pandemic where has respiratory syncytial virus gone? Pediatr Pulmonol 56:3106–3109

    Article  PubMed  PubMed Central  Google Scholar 

  8. Dinmohamed AG, Visser O, Verhoeven RHA, Louwman MWJ, van Nederveen FH, Willems SM, Merkx MAW, Lemmens VEPP, Nagtegaal ID, Siesling S (2020) Fewer cancer diagnoses during the COVID-19 epidemic in the Netherlands. Lancet Oncol 21:750–751

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Eden JS, Sikazwe C, **e R, Deng YM, Sullivan SG, Michie A, Levy A, Cutmore E, Blyth CC, Britton PN, Crawford N, Dong X, Dwyer DE, Edwards KM, Horsburgh BA, Foley D, Kennedy K, Minney-Smith C, Speers D, Tulloch RL, Holmes EC, Dhanasekaran V, Smith DW, Kok J, Barr IG, Australian RSVsg, (2022) Off-season RSV epidemics in Australia after easing of COVID-19 restrictions. Nat Commun 13:2884

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Fei H, Yinyin X, Hui C, Ni W, **n D, Wei C, Tao L, Shitong H, Miaomiao S, Mingting C, Keshavjee S, Yanlin Z, Chin DP, Jianjun L (2020) The impact of the COVID-19 epidemic on tuberculosis control in China. Lancet Reg Health West Pac 3:100032

    Article  PubMed  PubMed Central  Google Scholar 

  11. Geng MJ, Zhang HY, Yu LJ, Lv CL, Wang T, Che TL, Xu Q, Jiang BG, Chen JJ, Hay SI, Li ZJ, Gao GF, Wang LP, Yang Y, Fang LQ, Liu W (2021) Changes in notifiable infectious disease incidence in China during the COVID-19 pandemic. Nat Commun 12:6923

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Guan D, Wang D, Hallegatte S, Davis SJ, Huo J, Li S, Bai Y, Lei T, Xue Q, Coffman D, Cheng D, Chen P, Liang X, Xu B, Lu X, Wang S, Hubacek K, Gong P (2020) Global supply-chain effects of COVID-19 control measures. Nat Hum Behav 4:577–587

    Article  PubMed  Google Scholar 

  13. Haapanen M, Renko M, Artama M, Kuitunen I (2021) The impact of the lockdown and the re-opening of schools and day cares on the epidemiology of SARS-CoV-2 and other respiratory infections in children—a nationwide register study in Finland. EClinicalMedicine 34:100807

    Article  PubMed  PubMed Central  Google Scholar 

  14. Heikkinen T, Booy R, Campins M, Finn A, Olcen P, Peltola H, Rodrigo C, Schmitt HJ, Schumacher F, Teo S, Weil-Olivier C (2006) Should healthy children be vaccinated against influenza? A consensus report of the Summits of Independent European Vaccination Experts. Eur J Pediatr 165:223–228

    Article  PubMed  Google Scholar 

  15. Huh K, Jung J, Hong J, Kim M, Ahn JG, Kim JH, Kang JM (2021) Impact of nonpharmaceutical interventions on the incidence of respiratory infections during the coronavirus disease 2019 (COVID-19) outbreak in Korea: a nationwide surveillance study. Clin Infect Dis 72:e184–e191

    Article  CAS  PubMed  Google Scholar 

  16. Jones D, Neal RD, Duffy SRG, Scott SE, Whitaker KL, Brain K (2020) Impact of the COVID-19 pandemic on the symptomatic diagnosis of cancer: the view from primary care. Lancet Oncol 21:748–750

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Jongbloed M, Leijte WT, Linssen CFM, van den Hoogen BG, van Gorp ECM, de Kruif MD (2021) Clinical impact of human metapneumovirus infections before and during the COVID-19 pandemic. Infect Dis (Lond) 53:488–497

    Article  CAS  PubMed  Google Scholar 

  18. Kennedy DM, Zambrano GJ, Wang Y, Neto OP (2020) Modeling the effects of intervention strategies on COVID-19 transmission dynamics. J Clin Virol 128:104440

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Kim YK, Choi YY, Lee H, Song ES, Ahn JG, Park SE, Lee T, Cho HK, Lee J, Kim YJ, Jo DS, Kang HM, Lee JK, Kim CS, Kim DH, Kim HM, Choi JH, Eun BW, Kim NH, Cho EY, Kim YK, Oh CE, Kim KH, Choi EH (2022) Differential impact of nonpharmaceutical interventions on the epidemiology of invasive bacterial infections in children during the coronavirus disease 2019 pandemic. Pediatr Infect Dis J 41:91–96

    Article  PubMed  Google Scholar 

  20. Lei H, Xu M, Wang X, **e Y, Du X, Chen T, Yang L, Wang D, Shu Y (2020) Nonpharmaceutical interventions used to control COVID-19 reduced seasonal influenza transmission in China. J Infect Dis 222:1780–1783

    Article  CAS  PubMed  Google Scholar 

  21. Li ZJ, Yu LJ, Zhang HY, Shan CX, Lu QB, Zhang XA, Ren X, Zhang CH, Wang YF, Lin SH, Xu Q, Jiang BG, Jiang T, Lv CL, Chen JJ, Gao GF, Yang WZ, Wang LP, Yang Y, Fang LQ, Liu W, Chinese Centers for Disease C, Prevention Etiology Surveillance Study Team of Acute Respiratory I (2022) Broad Impacts of Coronavirus Disease 2019 (COVID-19) Pandemic on Acute Respiratory Infections in China: An Observational Study. Clin Infect Dis 75:e1054–e1062

    Article  PubMed  Google Scholar 

  22. Linden A (2015) Conducting interrupted time-series analysis for single- and multiple-group comparisons. Stata J 15:480–500

    Article  Google Scholar 

  23. Liu P, Xu M, Cao L, Su L, Lu L, Dong N, Jia R, Zhu X, Xu J (2021) Impact of COVID-19 pandemic on the prevalence of respiratory viruses in children with lower respiratory tract infections in China. Virol J. https://doi.org/10.1186/s12985-021-01627-8

    Article  PubMed  PubMed Central  Google Scholar 

  24. Liu P, Xu M, Lu L, Ma A, Cao L, Su L, Dong N, Jia R, Zhu X, Xu J (2022) The changing pattern of common respiratory and enteric viruses among outpatient children in Shanghai, China: two years of the COVID-19 pandemic. J Med Virol 94:4696–4703

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Liu X, Gao W, Yan H (2014) Measuring and decomposing the inequality of maternal health services utilization in Western Rural China. Bmc Health Serv Res. https://doi.org/10.1186/1472-6963-14-102

    Article  PubMed  PubMed Central  Google Scholar 

  26. Ma C, Guo X, Wang L, Li W, Liu S, Lin F, Xu W (2022) The impact of the COVID-19 pandemic on the incidence and mortality of zoonotic diseases in China. BMJ Glob Health. https://doi.org/10.1136/bmjgh-2021-007109

  27. Ogunbayo AE, Mogotsi MT, Sondlane H, Nkwadipo KR, Sabiu S, Nyaga MM (2022) Pathogen profile of children hospitalised with severe acute respiratory infections during COVID-19 pandemic in the free state Province, South Africa. Int J Environ Res Public Health. https://doi.org/10.3390/ijerph191610418

  28. Olsen SJ, Winn AK, Budd AP, Prill MM, Steel J, Midgley CM, Kniss K, Burns E, Rowe T, Foust A, Jasso G, Merced-Morales A, Davis CT, Jang Y, Jones J, Daly P, Gubareva L, Barnes J, Kondor R, Sessions W, Smith C, Wentworth DE, Garg S, Havers FP, Fry AM, Hall AJ, Brammer L, Silk BJ (2021) Changes in influenza and other respiratory virus activity during the COVID-19 pandemic-United States, 2020–2021. Am J Transplant 21:3481–3486

    Article  CAS  PubMed  Google Scholar 

  29. Richards M, Anderson M, Carter P, Ebert BL, Mossialos E (2020) The impact of the COVID-19 pandemic on cancer care. Nat Cancer 1:565–567

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Rybak A, Levy C, Angoulvant F, Auvrignon A, Gembara P, Danis K, Vaux S, Levy-Bruhl D, van der Werf S, Bechet S, Bonacorsi S, Assad Z, Lazzati A, Michel M, Kaguelidou F, Faye A, Cohen R, Varon E, Ouldali N (2022) Association of nonpharmaceutical interventions during the COVID-19 pandemic with invasive pneumococcal disease, pneumococcal carriage, and respiratory viral infections among children in France. JAMA Netw Open 5:e2218959

    Article  PubMed  PubMed Central  Google Scholar 

  31. Scotta MC, Kern LB, Polese-Bonatto M, Azevedo TR, Varela FH, Zavaglia GO, Fernandes IR, de David CN, Fazolo T, da Costa MSC, de Carvalho FC, Sartor ITS, Zavascki AP, Stein RT (2022) Impact of rhinovirus on hospitalization during the COVID-19 pandemic: a prospective cohort study. J Clin Virol 156:105197

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Shi T, Meng L, Li D, ** N, Zhao X, Zhang X, Liu Y, Zheng H, Zhao X, Li J, Shen X, Ren X (2022) Effect of different vaccine strategies for the control of Japanese encephalitis in mainland China from 1961 to 2020: a quantitative analysis. Vaccine 40:6243–6254

    Article  PubMed  Google Scholar 

  33. Steffen R, Lautenschlager S, Fehr J (2020) Travel restrictions and lockdown during the COVID-19 pandemic-impact on notified infectious diseases in Switzerland. J Travel Med. https://doi.org/10.1093/jtm/taaa180

    Article  PubMed  Google Scholar 

  34. Tang JL, Abbasi K (2021) What can the world learn from China’s response to covid-19? BMJ 375:n2806

    Article  PubMed  PubMed Central  Google Scholar 

  35. Tang JW, Bialasiewicz S, Dwyer DE, Dilcher M, Tellier R, Taylor J, Hua H, Jennings L, Kok J, Levy A, Smith D, Barr IG, Sullivan SG (2021) Where have all the viruses gone? Disappearance of seasonal respiratory viruses during the COVID-19 pandemic. J Med Virol 93:4099–4101

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Tian H, Liu Y, Li Y, Wu C-H, Chen B, Kraemer MUG, Li B, Cai J, Xu B, Yang Q, Wang B, Yang P, Cui Y, Song Y, Zheng P, Wang Q, Bjornstad ON, Yang R, Grenfell BT, Pybus OG, Dye C (2020) An investigation of transmission control measures during the first 50 days of the COVID-19 epidemic in China. Science 368:638-+

    Article  PubMed  PubMed Central  Google Scholar 

  37. Varela FH, Scotta MC, Polese-Bonatto M, Sartor ITS, Ferreira CF, Fernandes IR, Zavaglia GO, de Almeida WAF, Arakaki-Sanchez D, Pinto LA, Nader Bastos GA, Nasi LA, Falavigna M, Pitrez PM, Stein RT, Group COs (2021) Absence of detection of RSV and influenza during the COVID-19 pandemic in a Brazilian cohort: likely role of lower transmission in the community. J Glob Health 11:05007

    Article  PubMed  PubMed Central  Google Scholar 

  38. Wang H, Zheng Y, de Jonge MI, Wang R, Verhagen LM, Chen Y, Li L, Xu Z, Wang W (2022) Lockdown measures during the COVID-19 pandemic strongly impacted the circulation of respiratory pathogens in Southern China. Sci Rep 12:16926

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. **ao Y, Torok ME (2020) Taking the right measures to control COVID-19. Lancet Infect Dis 20:523–524

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

We are grateful to the School of Public Health of Lanzhou University and Gansu CDC for their support for this study.

Funding

This work was supported by the Natural Science Foundation of Gansu Province (grant numbers 20JR10RA598 and 18JR3RA040) and the National Science and Technology Major Special Projects (grant number 2017ZX10103006).

Author information

Authors
  • Contributions

    TSS, XSZ, and XWR conceived and designed the study. LM, DHL, TRW, and RL collected and cleaned data. TSS, XZ, XFL, HMZ, and XPS analyzed the data. TSS, XZ, and XSZ wrote the drafts of the paper. TSS, ML, and JSL interpreted the findings. XZ, DSY, and XWR revised drafts of the paper. NJ, XSZ, XFL, and DSY checked the analysis codes. All authors read and approved the final manuscript.

    Corresponding author

    Correspondence to **aowei Ren.