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Lee J, Acosta N, Waddell BJ, Du K, Xiang K, Van Doorn J, Low K, Bautista MA, McCalder J, Dai X, Lu X, Chekouo T, Pradhan P, Sedaghat N, Papparis C, Buchner Beaudet A, Chen J, Chan L, Vivas L, Westlund P, Bhatnagar S, Stefani S, Visser G, Cabaj J, Bertazzon S, Sarabi S, Achari G, Clark RG, Hrudey SE, Lee BE, Pang X, Webster B, Ghali WA, Buret AG, Williamson T, Southern DA, Meddings J, Frankowski K, Hubert CRJ, Parkins MD. Campus node-based wastewater surveillance enables COVID-19 case localization and confirms lower SARS-CoV-2 burden relative to the surrounding community. WATER RESEARCH 2023; 244:120469. [PMID: 37634459 DOI: 10.1016/j.watres.2023.120469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2023] [Revised: 08/06/2023] [Accepted: 08/07/2023] [Indexed: 08/29/2023]
Abstract
Wastewater-based surveillance (WBS) has been established as a powerful tool that can guide health policy at multiple levels of government. However, this approach has not been well assessed at more granular scales, including large work sites such as University campuses. Between August 2021 and April 2022, we explored the occurrence of SARS-CoV-2 RNA in wastewater using qPCR assays from multiple complimentary sewer catchments and residential buildings spanning the University of Calgary's campus and how this compared to levels from the municipal wastewater treatment plant servicing the campus. Real-time contact tracing data was used to evaluate an association between wastewater SARS-CoV-2 burden and clinically confirmed cases and to assess the potential of WBS as a tool for disease monitoring across worksites. Concentrations of wastewater SARS-CoV-2 N1 and N2 RNA varied significantly across six sampling sites - regardless of several normalization strategies - with certain catchments consistently demonstrating values 1-2 orders higher than the others. Relative to clinical cases identified in specific sewersheds, WBS provided one-week leading indicator. Additionally, our comprehensive monitoring strategy enabled an estimation of the total burden of SARS-CoV-2 for the campus per capita, which was significantly lower than the surrounding community (p≤0.001). Allele-specific qPCR assays confirmed that variants across campus were representative of the community at large, and at no time did emerging variants first debut on campus. This study demonstrates how WBS can be efficiently applied to locate hotspots of disease activity at a very granular scale, and predict disease burden across large, complex worksites.
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Affiliation(s)
- Jangwoo Lee
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada; Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Nicole Acosta
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada
| | - Barbara J Waddell
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada
| | - Kristine Du
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada
| | - Kevin Xiang
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Jennifer Van Doorn
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Kashtin Low
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Maria A Bautista
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Janine McCalder
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada; Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Xiaotian Dai
- Department of Mathematics and Statistics, University of Calgary, Calgary, Canada
| | - Xuewen Lu
- Department of Mathematics and Statistics, University of Calgary, Calgary, Canada
| | - Thierry Chekouo
- Department of Mathematics and Statistics, University of Calgary, Calgary, Canada; Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, USA
| | - Puja Pradhan
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada; Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Navid Sedaghat
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada; Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Chloe Papparis
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada; Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Alexander Buchner Beaudet
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada
| | - Jianwei Chen
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Leslie Chan
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Laura Vivas
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | | | - Srijak Bhatnagar
- Department of Biological Sciences, University of Calgary, Calgary, Canada; Faculty of Science and Technology, Athabasca University, Athabasca, Alberta, Canada
| | - September Stefani
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada
| | - Gail Visser
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada
| | - Jason Cabaj
- Department of Community Health Sciences, University of Calgary, Calgary, Canada; Department of Medicine, University of Calgary and Alberta Health Services, Calgary, Canada; Provincial Population & Public Health, Alberta Health Services, Calgary, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, Canada
| | | | - Shahrzad Sarabi
- Department of Geography, University of Calgary, Calgary, Canada
| | - Gopal Achari
- Department of Civil Engineering, University of Calgary, Calgary, Canada
| | - Rhonda G Clark
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Steve E Hrudey
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada; Analytical and Environmental Toxicology, University of Alberta, Edmonton, Alberta, Canada
| | - Bonita E Lee
- Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada; Women & Children's Health Research Institute, Li Ka Shing Institute of Virology, Edmonton, Alberta, Canada
| | - Xiaoli Pang
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada; Alberta Precision Laboratories, Public Health Laboratory, Alberta Health Services, Edmonton, Alberta, Canada; Li Ka Shing Institute of Virology, University of Alberta, Edmonton, Alberta, Canada
| | - Brendan Webster
- Occupational Health Staff Wellness, University of Calgary, Calgary, Canada
| | - William Amin Ghali
- Department of Community Health Sciences, University of Calgary, Calgary, Canada; Department of Medicine, University of Calgary and Alberta Health Services, Calgary, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, Canada; Centre for Health Informatics, University of Calgary, Calgary, Canada
| | - Andre Gerald Buret
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Tyler Williamson
- Department of Community Health Sciences, University of Calgary, Calgary, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, Canada; Centre for Health Informatics, University of Calgary, Calgary, Canada
| | - Danielle A Southern
- Department of Community Health Sciences, University of Calgary, Calgary, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, Canada; Centre for Health Informatics, University of Calgary, Calgary, Canada
| | - Jon Meddings
- Department of Medicine, University of Calgary and Alberta Health Services, Calgary, Canada
| | - Kevin Frankowski
- Advancing Canadian Water Assets, University of Calgary, Calgary, Canada
| | - Casey R J Hubert
- Department of Biological Sciences, University of Calgary, Calgary, Canada
| | - Michael D Parkins
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, 3330 Hospital Drive, NW, Calgary, Alberta T2N 2V5, Canada; Department of Medicine, University of Calgary and Alberta Health Services, Calgary, Canada; O'Brien Institute for Public Health, University of Calgary, Calgary, Canada.
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7
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De La Flor JC, Deira J, Marschall A, Valga F, Linares T, Monzon T, Albarracín C, Ruiz E. Patiromer in a Patient with Severe Hyperkalemia on Incremental Hemodialysis with 1 Session per Week: A Case Report and Literature Review. Case Rep Nephrol Dial 2021; 11:158-166. [PMID: 34327218 PMCID: PMC8299388 DOI: 10.1159/000516595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 04/17/2021] [Indexed: 11/19/2022] Open
Abstract
Hyperkalemia is common in patients with ESRD, undergoing hemodialysis (HD), and is associated with an increase in hospitalization and mortality. Residual kidney function in long-term dialysis patients is associated with lower morbidity and mortality in HD patients. Although the 2015 National Kidney Foundation-Kidney Disease Outcomes Quality Initiate (NKD-KDOQI) guidelines allow the reduction in the weekly HD dose for patients with a residual kidney urea clearance (Kur) >3 mL/min/1.73 m2, very few centers adjust the dialysis dose based on these criteria. In our center, the pattern of incremental hemodialysis (iHD) with once-a-week schedule (1 HD/W) has been an option for a group of patients showing very good results. This pattern is maintained as long as residual diuresis is >1,000 mL/24 h, Kur is >4 mL/min, and there is no presence of edema or volume overload, as well as no analytical parameters persistently outside the advisable range (serum phosphorus >6 mg/dL or potassium [K+] >6.5 mmol/L). Management of hyperkalemia in HD patients includes reduction of dietary intake, dosing of medications that contribute to hyperkalemia, and use of cation-exchange resins such as calcium or sodium polystyrene sulfonate. Two newer potassium binders, patiromer sorbitex calcium and sodium zirconium cyclosilicate, have been safely used for potassium imbalance treatment in patients with ESRD in HD with a conventional regimen of thrice weekly, but has not yet been studied in 1 HD/W schedules. We present the case of a 76-year-old woman in iHD (1 HD/W) treated with patiromer for severe HK and describe her clinical characteristics and outcomes. In addition, we review the corresponding literature. Based on these data, it can be anticipated that the use of patiromer may overcome the risk of hyperkalemia in patients with incident ESRD treated with less-frequent HD regimens.
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Affiliation(s)
- José C De La Flor
- Department of Nephrology, Central Defense Gomez Ulla Hospital, Madrid, Spain
| | - Javier Deira
- Department of Nephrology, San Pedro de Alcantara Hospital, Caceres, Spain
| | - Alexander Marschall
- Department of Cardiology, Central Defense Gomez Ulla Hospital, Madrid, Spain
| | - Francisco Valga
- Department of Nephrology, Doctor Negrín University Hospital, Las Palmas de Gran Canarias, Las Palmas, Spain
| | - Tania Linares
- Department of Nephrology, Central Defense Gomez Ulla Hospital, Madrid, Spain
| | - Tania Monzon
- Department of Hemodialysis, Avericum S.L., Las Palmas de Gran Canarias, Las Palmas, Spain
| | - Cristina Albarracín
- Department of Nephrology, Central Defense Gomez Ulla Hospital, Madrid, Spain
| | - Elisa Ruiz
- Department of Nephrology, Central Defense Gomez Ulla Hospital, Madrid, Spain
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Gao B, Friedman ES, Regunathan R, Shrivastava A, Barrows IR, Amdur RL, Andrews SC, Barrows ED, Raj DS. Gut Microbiota and Host Cometabolism Are Altered by Patiromer-Induced Changes in Serum and Stool Potassium. Kidney Int Rep 2020; 6:821-829. [PMID: 33732997 PMCID: PMC7938084 DOI: 10.1016/j.ekir.2020.12.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 12/16/2020] [Accepted: 12/22/2020] [Indexed: 11/27/2022] Open
Affiliation(s)
- Bei Gao
- School of Marine Sciences, Nanjing University of Information Science and Technology, Nanjing, China
| | - Elliot S Friedman
- Division of Gastroenterology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Renu Regunathan
- Division of Kidney Diseases and Hypertension, George Washington University School of Medicine, Washington, District of Columbia, USA
| | - Anvesha Shrivastava
- Division of Kidney Diseases and Hypertension, George Washington University School of Medicine, Washington, District of Columbia, USA
| | - Ian R Barrows
- Division of Cardiology, George Washington University School of Medicine, Washington, District of Columbia, USA
| | - Richard L Amdur
- Department of Surgery, George Washington University School of Medicine, Washington, District of Columbia, USA
| | - Sarah C Andrews
- Division of Kidney Diseases and Hypertension, George Washington University School of Medicine, Washington, District of Columbia, USA
| | - Elizabeth D Barrows
- Department of Medicine, Georgetown University School of Medicine, Washington, District of Columbia, USA
| | - Dominic S Raj
- Division of Kidney Diseases and Hypertension, George Washington University School of Medicine, Washington, District of Columbia, USA
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