Evidence map›Paper›PMID 38296085›Full record

ArticleThe Science of the total environment2024

Wastewater based surveillance can be used to reduce clinical testing intensity on a university campus.

Ayaaz Amirali, Kristina M Babler, Mark E Sharkey, Cynthia C Beaver, Melinda M Boone, Samuel Comerford, Daniel Cooper, Benjamin B Currall, Kenneth W Goodman, George S Grills and 17 more

Abstract read
In one paragraph

Article in The Science of the total environment, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

27 authors.

Ayaaz AmiraliDepartment of Chemical, Environmental, and Materials Engineering, University of Miami, Coral Gables, FL 33146, USA.
Kristina M BablerDepartment of Chemical, Environmental, and Materials Engineering, University of Miami, Coral Gables, FL 33146, USA.
Mark E SharkeyDepartment of Medicine, University of Miami Miller School of Medicine, Miami, 33136, FL, USA.
Cynthia C BeaverSylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA.
Melinda M BooneSylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA.
Samuel ComerfordDepartment of Medicine, University of Miami Miller School of Medicine, Miami, 33136, FL, USA.
Daniel CooperDataGrade Solutions, LLC, Miami, FL 33136, USA.
Benjamin B CurrallSylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA.
Kenneth W GoodmanFrost Institute for Data Science & Computing, University of Miami, Coral Gables, FL 33146, USA; Institute for Bioethics and Health Policy, University of Miami Miller School of Medicine, Miami, 33136, FL, USA.
George S GrillsSylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA.
Erin KobetzDepartment of Medicine, University of Miami Miller School of Medicine, Miami, 33136, FL, USA.
Naresh KumarDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL 33136, USA.
Jennifer LaineEnvironmental Health and Safety, University of Miami, Miami, FL 33136, USA.
Walter E LamarDivision of Occupational Health, Safety & Compliance, University of Miami Health System, Miami, FL 33136, USA.
Christopher E MasonDepartment of Physiology and Biophysics, Weill Cornell Medical College, New York City, NY 10021, USA; The HRH Prince Alwaleed Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, Weill Cornell Medicine, New York, NY 10021, USA; The WorldQuant Initiative for Quantitative Prediction, Weill Cornell Medicine, New York, NY 10021, USA.
Brian D RedingEnvironmental Health and Safety, University of Miami, Miami, FL 33136, USA.
Matthew A RocaDepartment of Chemical, Environmental, and Materials Engineering, University of Miami, Coral Gables, FL 33146, USA.
Krista RyonDepartment of Physiology and Biophysics, Weill Cornell Medical College, New York City, NY 10021, USA.
Stephan C SchürerSylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA; Department of Molecular & Cellular Pharmacology, University of Miami Miller School of Medicines, Miami, FL 33136, USA; Institute for Data Science & Computing, University of Miami, Coral Gables, FL 33146, USA.
Bhavarth S ShuklaDepartment of Medicine, University of Miami Miller School of Medicine, Miami, 33136, FL, USA.
Natasha Schaefer SolleDepartment of Medicine, University of Miami Miller School of Medicine, Miami, 33136, FL, USA; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA.
Mario StevensonDepartment of Chemical, Environmental, and Materials Engineering, University of Miami, Coral Gables, FL 33146, USA.
John J TallonFacilities and Operations, University of Miami, Coral Gables, FL 33146, USA.
Dušica VidovićDepartment of Chemical, Environmental, and Materials Engineering, University of Miami, Coral Gables, FL 33146, USA.
Sion L WilliamsSylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USA.
Xue YinDepartment of Chemical, Environmental, and Materials Engineering, University of Miami, Coral Gables, FL 33146, USA.
Helena M Solo-GabrieleDepartment of Chemical, Environmental, and Materials Engineering, University of Miami, Coral Gables, FL 33146, USA. Electronic address: hmsolo@miami.edu.

Funding

University of Miami Developmental Center for AIDS Research (D-CFAR)P30AI073961 · NIAID · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Savita Pahwa · 2007 to 2026
$33.8M
Defining the role of the RNA modification N6-methyladenosine in the hepatitis C virus lifecycleR01AI125416 · NIAID · DUKE UNIVERSITY · PI Stacy Michelle Horner · 2016 to 2026
$5.5M
Supplement for MINI point-of-use deviceU01DA053941 · NIDA · UNIVERSITY OF MIAMI CORAL GABLES · PI MASON, CHRISTOPHER EDWARD, SCHURER, STEPHAN C · 2021 to 2022
$5.2M
Metagenomic profiling of urinary cell-free DNA to monitor urinary tract infection after kidney transplantationR01AI151059 · NIAID · CORNELL UNIVERSITY · PI DADHANIA, DARSHANA, DE VLAMINCK, IWIJN · 2020 to 2024
$3.4M
Mapping the RNA modification N6-methyladenosine during Zika virus infectionR21AI129851 · NIAID · WEILL MEDICAL COLL OF CORNELL UNIV · PI HORNER, STACY MICHELLE, MASON, CHRISTOPHER EDWARD · 2017 to 2018
$469k
NIAID NIH HHS P30 AI073961NIAID NIH HHS R01 AI125416NIAID NIH HHS R01 AI151059NIAID NIH HHS R21 AI129851NIDA NIH HHS U01 DA053941
6 · The paper itself

Abstract

Clinical testing has been a vital part of the response to and suppression of the COVID-19 pandemic; however, testing imposes significant burdens on a population. College students had to contend with clinical testing while simultaneously dealing with health risks and the academic pressures brought on by quarantines, changes to virtual platforms, and other disruptions to daily life. The objective of this study was to analyze whether wastewater surveillance can be used to decrease the intensity of clinical testing while maintaining reliable measurements of diseases incidence on campus. Twelve months of human health and wastewater surveillance data for eight residential buildings on a university campus were analyzed to establish how SARS-CoV-2 levels in the wastewater can be used to minimize clinical testing burden on students. Wastewater SARS-CoV-2 levels were used to create multiple scenarios, each with differing levels of testing intensity, which were compared to the actual testing volumes implemented by the university. We found that scenarios in which testing intensity fluctuations matched rise and falls in SARS-CoV-2 wastewater levels had stronger correlations between SARS-CoV-2 levels and recorded clinical positives. In addition to stronger correlations, most scenarios resulted in overall fewer weekly clinical tests performed. We suggest the use of wastewater surveillance to guide COVID-19 testing as it can significantly increase the efficacy of COVID-19 surveillance while reducing the burden placed on college students during a pandemic. Future efforts should be made to integrate wastewater surveillance into clinical testing strategies implemented on college campuses.

Indexed as

COVID-19WastewaterCOVID-19 TestingHumansPandemicsSARS-CoV-2UniversitiesWastewater-Based Epidemiological MonitoringWastewaterClinical testingCollege campusCOVID-19SARS-CoV-2WastewaterWBE

Identifiers

PMID38296085
PMCPMC10923133

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.