A comparison of precipitation and fi ltration-based SARS-CoV-2 recovery methods and the in fl uence of temperature, turbidity, and surfactant load in urban wastewater of the Total Environment

has become a complimentary surveillance tool during the SARS-CoV-2 pan- demic. Viral concentration methods from wastewater are still being optimised and compared, whilst viral recovery under different wastewater characteristics and storage temperatures remains poorly understood. Using urban waste- water samples, we tested three viral concentration methods; polyethylene glycol precipitation (PEG), ammonium sul-phateprecipitation(AS), andCP select ™ InnovaPrep® (IP) ultra fi ltration. WefoundnomajordifferenceinSARS-CoV- 2 and faecal indicator virus (crAssphage) recovery from wastewater samples ( n = 46) using these methods, PEG slightly (albeit non-signi fi cantly), outperformed AS and IP for SARS-CoV-2 detection, as a higher genome copies per litre (gc/l) was recorded for a larger proportion of samples. Next generation sequencing of 8 paired samples revealed non-signi fi cant differencesin thequalityofdatabetweenASandIP, thoughIPdataqualitywasslightlybetterandless variable. A controlledexperiment assessed the impact ofwastewatersuspended solids (turbidity; 0 – 400 NTU), surfac-tantload(0 – 200mg/l),andstoragetemperature(5 – 20°C)onviralrecoveryusingtheASandIPmethods.SARS-CoV-2 recoverieswere > 20%withASand < 10%withIPinturbidsamples,whilstviralrecoveriesforsampleswithadditional surfactant were between 0 – 18% for AS and 0 – 5% for IP. Turbidity and sample storage temperature combined had no signi fi canteffectonSARS-CoV-2recovery( p > 0.05),whilstsurfactantandstoragetemperaturecombinedweresignif-icant negativecorrelates( p < 0.001and p < 0.05, respectively).Inconclusion, our results showthat choiceofmethod- ology had small effect on viral recovery of SARS-CoV-2 and crAssphage in wastewater samples within this study. In contrast, sample turbidity, storage temperature, and surfactant load did affect viral recovery, highlighting the need for careful consideration of the viral concentration methodology used when working with wastewater samples.

[1]  D. Filmer,et al.  THE SPECIES , 2021, Urban Lichens.

[2]  T. Burke,et al.  Monitoring SARS-CoV-2 in municipal wastewater to evaluate the success of lockdown measures for controlling COVID-19 in the UK , 2021, Water Research.

[3]  F. Middleton,et al.  Co-quantification of crAssphage increases confidence in wastewater-based epidemiology for SARS-CoV-2 in low prevalence areas , 2021, Water Research X.

[4]  Davey L. Jones,et al.  Concentration and Quantification of SARS-CoV-2 RNA in Wastewater Using Polyethylene Glycol-Based Concentration and qRT-PCR , 2021, Methods and protocols.

[5]  W. Ahmed,et al.  Development of a large volume concentration method for recovery of coronavirus from wastewater , 2021, Science of The Total Environment.

[6]  D. Sano,et al.  Early warning of COVID-19 via wastewater-based epidemiology: potential and bottlenecks , 2021, Science of The Total Environment.

[7]  L. Corominas,et al.  Evaluation of two rapid ultrafiltration-based methods for SARS-CoV-2 concentration from wastewater , 2021, Science of The Total Environment.

[8]  L. Moulin,et al.  Several forms of SARS-CoV-2 RNA can be detected in wastewaters: Implication for wastewater-based epidemiology and risk assessment , 2020, Water Research.

[9]  J. Meschke,et al.  A comparison of SARS-CoV-2 wastewater concentration methods for environmental surveillance , 2020, Science of The Total Environment.

[10]  G. Sánchez,et al.  Comparing analytical methods to detect SARS-CoV-2 in wastewater , 2020, Science of The Total Environment.

[11]  A. Maresso,et al.  Evaluating recovery, cost, and throughput of different concentration methods for SARS-CoV-2 wastewater-based epidemiology , 2020, Water Research.

[12]  M. Koopmans SARS-CoV-2 and the human-animal interface: outbreaks on mink farms , 2020, The Lancet Infectious Diseases.

[13]  H. Riojas-Rodríguez,et al.  Household water quality in areas irrigated with wastewater in the Mezquital Valley, Mexico. , 2020, Journal of water and health.

[14]  Z. Cetecioglu,et al.  Benchmarking virus concentration methods for quantification of SARS-CoV-2 in raw wastewater , 2020, Science of The Total Environment.

[15]  A. Vijayan,et al.  SARS-CoV-2 in the kidney: bystander or culprit? , 2020, Nature Reviews Nephrology.

[16]  Andrew D Smith,et al.  Improvements to the ARTIC multiplex PCR method for SARS-CoV-2 genome sequencing using nanopore , 2020, bioRxiv.

[17]  R. Girones,et al.  Concentration methods for the quantification of coronavirus and other potentially pandemic enveloped virus from wastewater , 2020, Current Opinion in Environmental Science & Health.

[18]  S. Ciesek,et al.  Detection of SARS-CoV-2 in raw and treated wastewater in Germany – Suitability for COVID-19 surveillance and potential transmission risks , 2020, Science of The Total Environment.

[19]  Mark H. Weir,et al.  COVID-19 surveillance in Southeastern Virginia using wastewater-based epidemiology , 2020, Water Research.

[20]  S. Tong,et al.  From People to Panthera: Natural SARS-CoV-2 Infection in Tigers and Lions at the Bronx Zoo , 2020, mBio.

[21]  Su-Jin Park,et al.  Viable SARS-CoV-2 in various specimens from COVID-19 patients , 2020, Clinical Microbiology and Infection.

[22]  G. La Rosa,et al.  CrAssphage abundance and correlation with molecular viral markers in Italian wastewater. , 2020, Water research.

[23]  Xianliang Ke,et al.  Direct Evidence of Active SARS-CoV-2 Replication in the Intestine , 2020, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[24]  A. Mathee,et al.  Wastewater surveillance for Covid-19: An African perspective , 2020, Science of The Total Environment.

[25]  B. Gu,et al.  Laboratory diagnosis of coronavirus disease-2019 (COVID-19) , 2020, Clinica Chimica Acta.

[26]  P. Hugenholtz,et al.  Detection of SARS-CoV-2 RNA in commercial passenger aircraft and cruise ship wastewater: a surveillance tool for assessing the presence of COVID-19 infected travellers , 2020, Journal of travel medicine.

[27]  W. Ahmed,et al.  First detection of SARS-CoV-2 RNA in wastewater in North America: A study in Louisiana, USA , 2020, Science of The Total Environment.

[28]  C. Joshi,et al.  The first proof of the capability of wastewater surveillance for COVID-19 in India through the detection of the genetic material of SARS-CoV-2 , 2020, medRxiv.

[29]  K. Bibby,et al.  Comparison of virus concentration methods for the RT-qPCR-based recovery of murine hepatitis virus, a surrogate for SARS-CoV-2 from untreated wastewater , 2020, Science of The Total Environment.

[30]  H. Jahromi,et al.  Synergistic effects of anionic surfactants on coronavirus (SARS-CoV-2) virucidal efficiency of sanitizing fluids to fight COVID-19 , 2020, bioRxiv.

[31]  H. Schultheiss,et al.  Detection of SARS-CoV-2 in Human Retinal Biopsies of Deceased COVID-19 Patients , 2020, Ocular immunology and inflammation.

[32]  P. Sivaprakash,et al.  Novel wastewater surveillance strategy for early detection of coronavirus disease 2019 hotspots , 2020, Current Opinion in Environmental Science & Health.

[33]  Drake M. Mellott,et al.  Bepridil is potent against SARS-CoV-2 In Vitro , 2020, Proceedings of the National Academy of Sciences.

[34]  D. Chu,et al.  Infection of dogs with SARS-CoV-2 , 2020, Nature.

[35]  Lucia Bonadonna,et al.  First detection of SARS-CoV-2 in untreated wastewaters in Italy , 2020, Science of The Total Environment.

[36]  T. Liang,et al.  Viral load dynamics and disease severity in patients infected with SARS-CoV-2 in Zhejiang province, China, January-March 2020: retrospective cohort study , 2020, BMJ.

[37]  Kevin V. Thomas,et al.  First confirmed detection of SARS-CoV-2 in untreated wastewater in Australia: A proof of concept for the wastewater surveillance of COVID-19 in the community , 2020, Science of The Total Environment.

[38]  Yimin Li,et al.  SARS-CoV-2 Viral Load in Clinical Samples from Critically Ill Patients , 2020, American journal of respiratory and critical care medicine.

[39]  A. Tam,et al.  Gastrointestinal Manifestations of SARS-CoV-2 Infection and Virus Load in Fecal Samples From a Hong Kong Cohort: Systematic Review and Meta-analysis , 2020, Gastroenterology.

[40]  C. Lio,et al.  Evaluation of SARS-CoV-2 RNA shedding in clinical specimens and clinical characteristics of 10 patients with COVID-19 in Macau , 2020, International journal of biological sciences.

[41]  S. Sherchan,et al.  Applicability of crAssphage, pepper mild mottle virus, and tobacco mosaic virus as indicators of reduction of enteric viruses during wastewater treatment , 2020, Scientific Reports.

[42]  P. Horby,et al.  A novel coronavirus outbreak of global health concern , 2020, The Lancet.

[43]  Victor M Corman,et al.  Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR , 2020, Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin.

[44]  S. Mousavi,et al.  Effects of detergents on natural ecosystems and wastewater treatment processes: a review , 2019, Environmental Science and Pollution Research.

[45]  Shazia F. Ali,et al.  Determining the UK’s potential for heat recovery from wastewater using steady state and dynamic modelling - preliminary results , 2019, WEENTECH Proceedings in Energy.

[46]  Davey L. Jones,et al.  Critical Evaluation of CrAssphage as a Molecular Marker for Human-Derived Wastewater Contamination in the Aquatic Environment , 2019, Food and Environmental Virology.

[47]  M. Palmer,et al.  The role of surfactants in wastewater treatment: Impact, removal and future techniques: A critical review. , 2018, Water research.

[48]  A. Nikolov,et al.  Differential MS2 Interaction with Food Contact Surfaces Determined by Atomic Force Microscopy and Virus Recovery , 2017, Applied and Environmental Microbiology.

[49]  Davey L. Jones,et al.  Evaluation of Molecular Methods for the Detection and Quantification of Pathogen-Derived Nucleic Acids in Sediment , 2017, Front. Microbiol..

[50]  H. Wickham,et al.  A Grammar of Data Manipulation , 2015 .

[51]  L. A. Daniel,et al.  Comparison of selected methods for recovery of Giardia spp. cysts and Cryptosporidium spp. oocysts in wastewater. , 2015, Journal of water and health.

[52]  D. Bates,et al.  Fitting Linear Mixed-Effects Models Using lme4 , 2014, 1406.5823.

[53]  J. Santos,et al.  Occurrence of surfactants in wastewater: hourly and seasonal variations in urban and industrial wastewaters from Seville (Southern Spain). , 2014, The Science of the total environment.

[54]  Hisakuni Sato,et al.  Spectrometric Determination of Anionic Surfactants in Environmental Waters Based on Anisole Extraction of Their Bis[2-(5-chloro-2-pyridylazo)-5-diethylaminophenolato]cobalt(III) Ion Pairs , 2011, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.

[55]  Hadley Wickham,et al.  ggplot2 - Elegant Graphics for Data Analysis (2nd Edition) , 2017 .

[56]  B. Olson,et al.  Development of a quantitative PCR method to differentiate between viable and nonviable bacteria in environmental water samples , 2009, Applied Microbiology and Biotechnology.

[57]  Hong-Jin Kim,et al.  Optimum conditions for production and purification of human papillomavirus type 16 L1 protein from Saccharomyces cerevisiae. , 2008, Protein expression and purification.

[58]  D. Lees,et al.  Levels of male‐specific RNA bacteriophage and Escherichia coli in molluscan bivalve shellfish from commercial harvesting areas , 2003, Letters in applied microbiology.

[59]  L. Schwartzbrod,et al.  Poliovirus‐1 adsorption onto and desorption from montmorillonite in seawater. Survival of the adsorbed virus , 1994 .

[60]  T. G. Metcalf,et al.  Polyethylene glycol precipitation for recovery of pathogenic viruses, including hepatitis A virus and human rotavirus, from oyster, water, and sediment samples , 1988, Applied and environmental microbiology.

[61]  R. Safferman,et al.  Assessment of recovery efficiency of beef extract reagents for concentrating viruses from municipal wastewater sludge solids by the organic flocculation procedure , 1988, Applied and environmental microbiology.

[62]  S. Farrah,et al.  Concentration of viruses in beef extract by flocculation with ammonium sulfate , 1986, Applied and environmental microbiology.

[63]  H. Johnson,et al.  A comparison of 'traditional' and multimedia information systems development practices , 2003, Inf. Softw. Technol..

[64]  Fitting linear mixed-effects models , 2022 .