1
|
Nagarkar M, Keely SP, Jahne M, Wheaton E, Hart C, Smith B, Garland J, Varughese EA, Braam A, Wiechman B, Morris B, Brinkman NE. SARS-CoV-2 monitoring at three sewersheds of different scales and complexity demonstrates distinctive relationships between wastewater measurements and COVID-19 case data. Sci Total Environ 2022; 816:151534. [PMID: 34780821 PMCID: PMC8590472 DOI: 10.1016/j.scitotenv.2021.151534] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 11/04/2021] [Accepted: 11/04/2021] [Indexed: 05/18/2023]
Abstract
Wastewater monitoring of SARS-CoV-2 presents a means of tracking COVID-19 community infection dynamics on a broader geographic scale. However, accounting for environmental and sample-processing losses may be necessary for wastewater measurements to readily inform our understanding of infection prevalence. Here, we present measurements of the SARS-CoV-2 N1 and N2 gene targets from weekly wastewater samples at three sites in Hamilton County, Ohio, during an increase and subsequent decline of COVID-19 infections. The concentration of N1 or N2 RNA in wastewater, measured over the course of six months, ranged from below the detection limit to over 104 gene copies/l, and correlated with case data at two wastewater treatment plants, but not at a sub-sewershed-level sampling site. We also evaluated the utility of a broader range of variables than has been reported consistently in previous work, in improving correlations of SARS-CoV-2 concentrations with case data. These include a spiked matrix recovery control (OC43), flow-normalization, and assessment of fecal loading using endogenous fecal markers (HF183, PMMoV, crAssphage). We found that adjusting for recovery, flow, and fecal indicators increased these correlations for samples from a larger sewershed (serving ~488,000 people) with greater industrial and stormwater inputs, but raw N1/N2 concentrations corresponded better with case data at a smaller, residential-oriented sewershed. Our results indicate that the optimal adjustment factors for correlating wastewater and clinical case data moving forward may not be generalizable to all sewersheds.
Collapse
Affiliation(s)
- M Nagarkar
- Office of Research and Development, United States Environmental Protection Agency, 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| | - S P Keely
- Office of Research and Development, United States Environmental Protection Agency, 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| | - M Jahne
- Office of Research and Development, United States Environmental Protection Agency, 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| | - E Wheaton
- Office of Research and Development, United States Environmental Protection Agency, 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| | - C Hart
- Office of Research and Development, United States Environmental Protection Agency, 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| | - B Smith
- Office of Research and Development, United States Environmental Protection Agency, 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| | - J Garland
- Office of Research and Development, United States Environmental Protection Agency, 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| | - E A Varughese
- Office of Research and Development, United States Environmental Protection Agency, 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| | - A Braam
- APTIM Corp., 4171 Essen Lane, Baton Rouge, LA 70809.
| | - B Wiechman
- APTIM Corp., 4171 Essen Lane, Baton Rouge, LA 70809.
| | - B Morris
- Pegasus Technical Services Inc., 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| | - N E Brinkman
- Office of Research and Development, United States Environmental Protection Agency, 26 W Martin Luther King Dr, Cincinnati, OH, USA.
| |
Collapse
|
2
|
Sayed A, Wiechman B, Struewing I, Smith M, French W, Nielsen C, Bagley M. Isolation of transcripts from Diabrotica virgifera virgifera LeConte responsive to the Bacillus thuringiensis toxin Cry3Bb1. Insect Mol Biol 2010; 19:381-389. [PMID: 20337747 DOI: 10.1111/j.1365-2583.2010.00998.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Crystal (Cry) proteins derived from Bacillus thuringiensis (Bt) have been widely used as a method of insect pest management for several decades. In recent years, a transgenic corn expressing the Cry3Bb1 toxin has been successfully used for protection against corn rootworm larvae (genus Diabrotica). The biological action of the Bt toxin in corn rootworms has not yet been clearly defined. Because development of resistance to Bt by corn rootworms will have huge economic and ecological costs, insight into larval response to Bt toxin is highly desirable. We identified 19 unique transcripts that are differentially expressed in D. virgifera virgifera larvae reared on corn transgenic for Cry3Bb1. Putative identities of these genes were consistent with impacts on metabolism and development. Analysis of highly modulated transcripts resulted in the characterization of genes coding for a member of a cysteine-rich secretory protein family and a glutamine-rich membrane protein. A third gene that was isolated encodes a nondescript 132 amino acid protein while a fourth highly modulated transcript could not be further characterized. Expression patterns of these four genes were strikingly different between susceptible and resistant western corn rootworm populations. These genes may provide useful targets for monitoring of Bt exposure patterns and resistance development in pest and non-target insect populations.
Collapse
Affiliation(s)
- A Sayed
- Dynamac Corporation c/o US Environmental Protection Agency, Cincinnati, OH 45268, USA.
| | | | | | | | | | | | | |
Collapse
|
3
|
Abstract
The chronic toxicity of 1,3,5-trinitrobenzene (TNB) in male and female Fischer 344 (F344) rats was evaluated by feeding a diet containing 0, 5, 60, and 300 ppm of TNB for 2 years. The calculated average TNB intake over 2 years for males and females was 0.22, 2.64, 13.44 and 0.23, 2.68, 13.31 mg/kg body weight (BW)/day respectively. Terminal body weights were decreased and water intake was increased in both sexes (300 ppm), whereas food consumption was decreased in males (60 and 300 ppm groups) only. The relative spleen weights were significantly decreased in both sexes (300 ppm), whereas the relative brain weights were increased in females only (300 ppm). Hematological effects were not observed in animals killed at the 2-year time point, except significant decrease in the mean corpuscular hemoglobin (MCH) in males (300 ppm) and in females (60 and 300 ppm). Methemoglobin levels were increased in both sexes in the high dose group. Histopathological examination showed treatment-related changes in the kidney (hyaline droplets; 60 and 300 ppm) and the spleen (erythroid cell hyperplasia and pigment deposition; 300 ppm) of both sexes. Cytoplasmic hyaline droplets in the kidneys were characterized by immunohistochemistry as alpha-2mu-globulin. We propose a chronic, oral no-observable-adverse-effect level (NOAEL) of 2.68 mg/kg BW/day for TNB in the rat, based on the hematological and renal changes.
Collapse
Affiliation(s)
- T V Reddy
- National Exposure Laboratory, U.S. Environmental Protection Agency, Cincinnati, Ohio, USA
| | | | | | | | | | | | | |
Collapse
|
4
|
Abstract
Toxic effects of 1,3,5-trinitrobenzene (TNB) in male and female rats were evaluated by feeding powdered certified laboratory chow diet supplemented with varied concentrations of TNB (0, 50, 200, 400, 800 and 1200 mg kg-1 diet) for 14 days. Food intake by female rats in 400, 800 and 1200 mg TNB diet groups was reduced and resulted in a significant decrease in absolute body weights (BW). Food and water consumption by male rats in high-dose groups (800 and 1200 mg TNB kg-1 diet) was also reduced and resulted in a significant decrease in body weight. The calculated average TNB intake (from 1200 mg TNB kg-1 diet) was 92 mg kg-1 BW day-1 for male rats and 80 mg kg-1 BW day-1 for females. A decrease in testicular weight in males and an increase in spleen weight of both sexes in high-dose groups was noted. In addition, histopathological examinations revealed that the susceptible organs for TNB toxicity were kidney (hyaline droplets), spleen (extramedullary hematopoiesis), brain (hemorrhage, malacia and gliosis) and testes (seminiferous tubular degeneration). Hematology and clinical chemistry studies indicated a decrease in red blood cell count and hematocrit, a decrease in alkaline phosphatase, an increase in Heinz bodies and increased methemoglobin concentration as compared to controls in both sexes. A lowest observed adverse effect level of 4.41 mg TNB kg-1 BW day-1 was established based on the findings of this study.
Collapse
Affiliation(s)
- T V Reddy
- Environmental Monitoring Systems Laboratory, US Environmental Protection Agency, Cincinnati, OH 45268, USA
| | | | | | | | | | | | | |
Collapse
|