Beyond campus borders: wastewater surveillance sheds light on university COVID-19 interventions and their community impact

被引:0
|
作者
Lisboa, David [1 ]
Kaya, Devrim [1 ,2 ,3 ]
Harry, Michael [1 ]
Kanalos, Casey [1 ]
Davis, Gabriel [1 ]
Hachimi, Oumaima [1 ]
Jaaf, Shana [1 ]
Mickle, David [1 ]
Alegre, Dana [4 ]
Carter, Katherine [4 ]
Carrell, Steven [4 ]
Dasenko, Mark [4 ]
Davidson, Nathan [4 ]
Elser, Justin [4 ]
Geniza, Matthew [4 ]
Girard, Anne-Marie [4 ]
Kronmiller, Brent [4 ]
Peterson, Matthew [4 ]
Zepeda, Elizabeth [4 ]
Kelly, Christine [1 ]
Radniecki, Tyler S. [1 ]
机构
[1] Oregon State Univ, Sch Chem Biol & Environm Engn, Corvallis, OR 97331 USA
[2] San Diego State Univ, Sch Publ Hlth, San Diego, CA USA
[3] San Diego State Univ, SDSU 4, San Diego, CA USA
[4] Oregon State Univ, Ctr Quantitat & Life Sci, Corvallis, OR USA
关键词
D O I
10.1039/d4ew00168k
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The evaluation of COVID-19 policy effectiveness on university campuses, particularly in mitigating spread to neighboring cities (i.e., "campus spill-over"), is challenging due to asymptomatic transmission, biases in case reporting, and spatial case reporting limitations. Wastewater surveillance offers a less biased and more spatially precise alternative to conventional clinical surveillance, thus providing reliable data for university COVID-19 policy evaluation. Wastewater surveillance data spanning the academic terms from Fall 2020 through Spring 2022 was used to evaluate the impact of university COVID-19 policies. During the campus closure to external visitors (09/21/2020-9/15/2021), campus viral concentrations and variant compositions were dissimilar from those of the host and neighboring cities (MAPE = 0.25 +/- 0.14; Bray-Curtis = 0.68 +/- 0.1, respectively), indicating relative isolation of the campus from its surroundings. Upon the campus reopening to visitors (9/15/2021-2/27/2022), the viral concentrations and variant compositions matched more closely with the host and neighboring cities (MAPE = 0.21 +/- 0.1; Bray-Curtis = 0.14 +/- 0.08, respectively). Furthermore, post-lifting of campus and state mask mandates (2/27/2022-6/12/2022), the campus, host and neighboring city viral concentrations and variant compositions became indistinguishable (MAPE = 0.06 +/- 0.02; Bray-Curtis = 0.07 +/- 0.05, respectively). This data suggests that university COVID-19 policies effectively prevented campus-spill over, with no significant contribution to COVID-19 spread into the surrounding communities. Conversely, it was the surrounding communities that led to the spread of COVID-19 onto the campus. Therefore, wastewater surveillance proves instrumental in monitoring COVID-19 trends in surrounding areas, aiding in predicting the impact of easing campus restrictions on campus health. Wastewater surveillance improves university COVID-19 policy assessment, monitoring campus-to-city transmission trends for informed public health strategies.
引用
收藏
页码:114 / 125
页数:12
相关论文
共 50 条
  • [1] Wastewater Surveillance during Mass COVID-19 Vaccination on a College Campus
    Bivins, Aaron
    Bibby, Kyle
    ENVIRONMENTAL SCIENCE & TECHNOLOGY LETTERS, 2021, 8 (09) : 792 - 798
  • [2] Targeted wastewater surveillance of SARS-CoV-2 on a university campus for COVID-19 outbreak detection and mitigation
    Scott, Laura C.
    Aubee, Alexandra
    Babahaji, Layla
    Vigil, Katie
    Tims, Scott
    Aw, Tiong Gim
    ENVIRONMENTAL RESEARCH, 2021, 200
  • [3] Estimating COVID-19 cases on a university campus based on Wastewater Surveillance using machine learning regression models
    Senaratna, Kavindra Yohan Kuhatheva
    Bhatia, Sumedha
    Giek, Goh Shin
    Lim, Chun Min Benjamin
    Gangesh, G. Reuben
    Peng, Lim Cheh
    Wong, Judith Chui Ching
    Ng, Lee Ching
    Gin, Karina Yew-Hoong
    SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 906
  • [4] Wastewater surveillance of SARS-CoV-2 in dormitories as a part of comprehensive university campus COVID-19 monitoring
    Lu, Emily
    Ai, Yuehan
    Davis, Angela
    Straathof, Judith
    Halloran, Kent
    Hull, Natalie
    Winston, Ryan
    Weir, Mark H.
    Soller, Jeffrey
    Bohrerova, Zuzana
    Oglesbee, Michael
    Lee, Jiyoung
    ENVIRONMENTAL RESEARCH, 2022, 212
  • [5] Beyond linear regression: Modeling COVID-19 clinical cases with wastewater surveillance of SARS-CoV-2 for the city of Athens and Ohio University campus
    Rezaeitavabe, Fatemeh
    Rezaie, Mehdi
    Modayil, Maria
    Pham, Tuyen
    Ice, Gillian
    Riefler, Guy
    Coschigano, Karen T.
    SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 912
  • [6] Developing a Flexible National Wastewater Surveillance System for COVID-19 and Beyond
    Keshaviah, Aparna
    Hu, Xindi C.
    Henry, Marisa
    ENVIRONMENTAL HEALTH PERSPECTIVES, 2021, 129 (04)
  • [7] Wastewater-based epidemiology for COVID-19 surveillance and beyond: A survey
    Chen, Chen
    Wang, Yunfan
    Kaur, Gursharn
    Adiga, Aniruddha
    Espinoza, Baltazar
    Venkatramanan, Srinivasan
    Warren, Andrew
    Lewis, Bryan
    Crow, Justin
    Singh, Rekha
    Lorentz, Alexandra
    Toney, Denise
    Marathe, Madhav
    EPIDEMICS, 2024, 49
  • [8] Revisiting the Potential Role of Urine in Wastewater Surveillance for COVID-19 and Beyond
    Bivins, Aaron
    ENVIRONMENTAL SCIENCE & TECHNOLOGY LETTERS, 2025, 12 (02): : 113 - 123
  • [9] The impact of COVID-19 safety interventions on creating a controlled environment on campus
    Mahmood, Sana
    Haider, Sonia Ijaz
    Shahbaz, Hamna
    Noorali, Ali Aahil
    Afzal, Noreen
    Jiwani, Aziz
    Zaki, Samar
    Khan, Unab Iqbal
    Ajani, Khairulnissa
    Tariq, Muhammad
    Karmaliani, Rozina
    Haider, Adil Hussain
    FRONTIERS IN PUBLIC HEALTH, 2022, 10
  • [10] A campus and community supports for Asian university students amid the COVID-19 pandemic
    Tang, Hsin-Ya
    Snow, Kevin
    Xiong, Yiying
    JOURNAL OF AMERICAN COLLEGE HEALTH, 2025, 73 (02) : 773 - 781