4.8 Article

RT-qPCR assays for SARS-CoV-2 variants of concern in wastewater reveals compromised vaccination-induced immunity

Journal

WATER RESEARCH
Volume 207, Issue -, Pages -

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.watres.2021.117808

Keywords

SARS-CoV-2; Variants of concern; Reverse transcriptase quantitative polymerase; chain reaction; Vaccination; Wastewater-based epidemiological; COVID-19

Funding

  1. Ben Gurion University
  2. Corona Challenge Covid-19
  3. Israeli ministry of Health

Ask authors/readers for more resources

SARS-CoV-2 variants of concern, including Alpha and Delta, have different impacts on infection rates and vaccine effectiveness. The study found that the Alpha variant dominated during the second morbidity peak, while the Delta variant emerged during the third peak. It also showed that vaccines had higher neutralization efficiency towards the Alpha variant compared to the Delta variant, and that a third vaccine dose improved neutralization against the Delta variant.
SARS-CoV-2 variants of concern, demonstrating higher infection rate and lower vaccine effectiveness as compared with the original virus, are important factors propelling the ongoing COVID-19 global outbreak. Therefore, prompt identification of these variants in the environment is essential for pandemic assessment and containment efforts. One well established tool for such viral monitoring is the use of wastewater systems. Here, we describe continuous monitoring of traces of SARS-CoV-2 viruses in the municipal wastewater of a large city in Israel. By observing morbidity fluctuations (during three main COVID-19 surges) occurring in parallel with Pfizer-BioNTech COVID-19 vaccine vaccination rate, compromised immunity was revealed in the current morbidity peak. RT-qPCR assays for the Original (D614G), Alpha and Beta variants had been previously developed and are being employed for wastewater surveillance. In the present study we developed a sensitive RTqPCR assay designed for the rapid, direct detection of Gamma and Delta variants of concern. Sensitive quantification and detection of the various variants showed the prevalence of the original variant during the first morbidity peak. The dominance of the Alpha variant over the original variant correlated with the second morbidity peak. These variants decreased concurrently with an increase in vaccinations (Feb-March 2021) and the observed decrease in morbidity. The appearance and subsequent rise of the Delta variant became evident and corresponded to the third morbidity peak (June-August 2021). These results suggest a high vaccine neutralization efficiency towards the Alpha variant compared to its neutralization efficiency towards the Delta variant. Moreover, the third vaccination dose (booster) seems to regain neutralization efficiency towards the Delta variant. The developed assays and wastewater-based epidemiology are important tools aiding in morbidity surveillance and disclosing vaccination efforts and immunity dynamics in the community.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.8
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Public, Environmental & Occupational Health

Regressing SARS-CoV-2 Sewage Measurements Onto COVID-19 Burden in the Population: A Proof-of-Concept for Quantitative Environmental Surveillance

Itay Bar-Or, Karin Yaniv, Marilou Shagan, Eden Ozer, Merav Weil, Victoria Indenbaum, Michal Elul, Oran Erster, Ella Mendelson, Batya Mannasse, Rachel Shirazi, Esti Kramarsky-Winter, Oded Nir, Hala Abu-Ali, Zeev Ronen, Ehud Rinott, Yair E. Lewis, Eran Friedler, Eden Bitkover, Yossi Paitan, Yakir Berchenko, Ariel Kushmaro

Summary: SARS-CoV-2, an RNA virus, has had a significant impact on affected countries' healthcare systems, economies, and societies in the past 8 months. Wastewater monitoring may serve as an efficient tool for epidemiological surveillance of the virus in large populations.

FRONTIERS IN PUBLIC HEALTH (2022)

Article Chemistry, Multidisciplinary

Self-Assembly of Adjustable Micropatterned Graphene Oxide and Reduced Graphene Oxide on Porous Polymeric Surfaces

Feihu Wang, Hao Huang, Karin Yaniv, Ariel Kushmaro, Roy Bernstein

Summary: This study systematically investigates the self-assembly of graphene oxide and reduced graphene oxide on the surface of porous polymers and explores their potential applications for surface modification. The research shows that micropatterned graphene oxide and reduced graphene oxide with adjustable morphologies can be easily obtained on polymeric surfaces, altering the surface properties and giving the polymers various potential applications.

ADVANCED MATERIALS INTERFACES (2022)

Article Pharmacology & Pharmacy

Anti-Virulence Activity of 3,3′-Diindolylmethane (DIM): A Bioactive Cruciferous Phytochemical with Accelerated Wound Healing Benefits

Karina Golberg, Victor Markus, Bat-el Kagan, Sigalit Barzanizan, Karin Yaniv, Kerem Terali, Esti Kramarsky-Winter, Robert S. Marks, Ariel Kushmaro

Summary: Antimicrobial resistance, particularly antibacterial resistance, is a major global health problem. Current treatments for bacterial diseases are ineffective due to protective and resistant biofilm structures. This study investigates the anti-virulence activity of 3,3'-diindolylmethane (DIM), a phytochemical, and finds that it has anti-biofilm activity against major Gram-negative pathogens. Combining DIM with an antibiotic enhances its inhibition of biofilm formation. The study also reveals the molecular mechanisms underlying bacterial response to DIM, providing evidence for its potential in attenuating bacterial virulence.

PHARMACEUTICS (2022)

Article Environmental Sciences

Managing an evolving pandemic: Cryptic circulation of the Delta variant during the Omicron rise

Karin Yaniv, Eden Ozer, Marilou Shagan, Yossi Paitan, Rony Granek, Ariel Kushmaro

Summary: This paper discusses the spread of the new variant of concern, Omicron, and its impact on the Delta variant. Wastewater testing revealed the cryptic circulation of the Delta variant. The use of wastewater-based epidemiology is recommended for pandemic containment.

SCIENCE OF THE TOTAL ENVIRONMENT (2022)

Article Chemistry, Multidisciplinary

A Multi-Analytical Approach to Infer Mineral-Microbial Interactions Applied to Petroglyph Sites in the Negev Desert of Israel

Laura Rabbachin, Guadalupe Pinar, Irit Nir, Ariel Kushmaro, Mariela J. Pavan, Elisabeth Eitenberger, Monika Waldherr, Alexandra Graf, Katja Sterflinger

Summary: This study aimed to explore the factors involved in the degradation of petroglyph sites in the Negev desert of Israel, with a particular focus on biodegradation processes. Microbiological characterization of the samples revealed the dominance of bacterial communities with resistance to radiation and desiccation. Chemical analysis identified the composition of the stone and the dark crust, and carotenoids indicative of biological colonization were found. Microscopy and analysis confirmed patterns of weathering associated with biodeteriorative microorganisms.

APPLIED SCIENCES-BASEL (2022)

Article Microbiology

The Microbiome Structure of the Symbiosis between the Desert Truffle Terfezia boudieri and Its Host Plant Helianthemum sessiliflorum

Lakkakula Satish, Hana Barak, Guy Keren, Galit Yehezkel, Ariel Kushmaro, Eitan Ben-Dov, Varda Kagan-Zur, Ze'ev Barak, Yaron Sitrit

Summary: This study characterizes the bacterial community associated with the desert truffle and its host plant, revealing differences in bacterial composition between fruit bodies, roots, and rhizosphere. The rhizosphere and roots had a higher bacterial species diversity compared to the fruit body. The core microbiome identified plays important roles in supporting plant growth and fruit body development.

JOURNAL OF FUNGI (2022)

Article Chemistry, Multidisciplinary

Physical and Antimicrobial Properties of Chitosan/Silver Nanoparticle Composite Hydrogels: Role of the Crosslinker

Pia Ramos, Einat Chetrit, Nofar Yehuda, David Kogan, Yu Miao, Einat Nativ-Roth, Ariel Kushmaro, Ronen Berkovich, Shaily Mahendra, Moshe Gottlieb

Summary: Chitosan hydrogels are widely used in many industries for their versatility and antimicrobial properties. However, their limitations arise from poor mechanical properties and the need to use toxic compounds during fabrication. This study synthesized a soluble and antimicrobial chitosan derivative (HTCC) and compared different crosslinking agents' effects on hydrogel formation. The addition of silver nanoparticles (Ag NPs) improved the mechanical properties and the release of Ag ions effectively inhibited the growth of various bacteria.

ACS SUSTAINABLE CHEMISTRY & ENGINEERING (2023)

Article Multidisciplinary Sciences

Intrinsic and bioaugmented aerobic trichloroethene degradation at seven sites

Anna Willmann, Anna-Lena Trautmann, Ariel Kushmaro, Andreas Tiehm

Summary: This study investigated the degradation potential of trichloroethene (TCE) and the effectiveness of bioaugmentation in stimulating TCE degradation in groundwater samples from different contaminated sites. The results showed that the supply of oxygen stimulated aerobic degradation of TCE, and bioaugmentation effectively enhanced TCE degradation.

HELIYON (2023)

Review Biochemistry & Molecular Biology

Conversations in the Gut: The Role of Quorum Sensing in Normobiosis

Victor Markus, Abraham Abbey Paul, Kerem Terali, Nazmi Ozer, Robert S. Marks, Karina Golberg, Ariel Kushmaro

Summary: An imbalance in gut microbiota, called dysbiosis, can affect host health and lead to diseases like inflammatory bowel disease, cancer, obesity, depression, and autism. The inhibition of bacterial quorum sensing (QS) by artificial sweeteners has been found to contribute to this dysbiosis. QS is a communication system mediated by small molecules, called autoinducers (AIs), which enable bacteria to interact and coordinate their gene expression. AIs play a role in maintaining the equilibrium of gut microbiota and interference in QS can disrupt this balance.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2023)

Article Infectious Diseases

3,3′-Diindolylmethane (DIM): A Potential Therapeutic Agent against Cariogenic Streptococcus mutans Biofilm

Yifat Baruch, Karina Golberg, Qun Sun, Karina Yew-Hoong Gin, Robert S. Marks, Ariel Kushmaro

Summary: This study tested the effect of a natural compound called 3,3'-Diindolylmethane (DIM) on the biofilm of the oral bacterium Streptococcus mutans. The results showed that DIM was able to reduce the formation of S. mutans biofilm and decrease its durability under acidic conditions. This suggests that DIM has potential in reducing biofilm formation and preventing dental caries.

ANTIBIOTICS-BASEL (2023)

Article Virology

The Rise and Fall of Omicron BA.1 Variant as Seen in Wastewater Supports Epidemiological Model Predictions

Michal Liddor Naim, Yu Fu, Marilou Shagan, Itay Bar-Or, Robert Marks, Qun Sun, Rony Granek, Ariel Kushmaro

Summary: The COVID-19 pandemic has caused significant mortality and morbidity worldwide. Continuous virus mutations have led to the emergence of new variants. This study demonstrates the potential of wastewater-based epidemiology as a valuable tool for future pandemics, as it enables early detection of potential outbreaks and provides insights into variant dynamics.

VIRUSES-BASEL (2023)

Article Microbiology

Microbial dark matter sequences verification in amplicon sequencing and environmental metagenomics data

Hana Barak, Naomi Fuchs, Michal Liddor-Naim, Irit Nir, Alex Sivan, Ariel Kushmaro

Summary: Microbial dark matter (MDM), representing uncultured microorganisms, plays an important role in the diversity of microbial ecosystems. By analyzing 16S rRNA gene sequences, potential unknown bacteria were identified and a comprehensive phylogenetic tree was constructed to reveal new candidate phyla and other lineages. This study highlights the significant importance of MDM in environmental metataxonomic analyses and provides a simple method for the examination of MDM hidden behind amplicon sequencing results.

FRONTIERS IN MICROBIOLOGY (2023)

Editorial Material Water Resources

Editorial: Wastewater-based epidemiology as a tool for monitoring public health

Esti Kramarsky-Winter, Karin Yaniv, Ariel Kushmaro

FRONTIERS IN WATER (2023)

Article Engineering, Environmental

Parabens and their metabolite in a marine benthic-dominated food web from the Beibu gulf, South China Sea: Occurrence, trophic transfer and health risk assessment

Rong-Gui Zhu, Chang-Gui Pan, Feng-Jiao Peng, Chao-Yang Zhou, Jun-Jie Hu, Kefu Yu

Summary: This comprehensive survey investigated the occurrence, bioaccumulation, and trophic magnification of parabens and their metabolite 4-HB in a marine food web. Results showed that parabens were the predominant pollutants in marine organisms, with significant bioaccumulation from sediments. The estimated trophic magnification factor indicated biomagnification for MeP and trophic dilution for 4-HB. Overall, the risks for humans consuming marine organisms were found to be low.

WATER RESEARCH (2024)

Article Engineering, Environmental

Partitioning and inactivation of enveloped and nonenveloped viruses in activated sludge, anaerobic and microalgae-based wastewater treatment systems

Andres F. Torres-Franco, Deborah Leroy-Freitas, Cristina Martinez-Fraile, Elisa Rodriguez, Pedro A. Garcia-Encina, Raul Munoz

Summary: Anaerobic and microalgae-based technologies have emerged as sustainable alternatives for municipal wastewater treatment. However, the presence of viruses in the treated wastewater is a major concern for reuse applications. This study assessed the ability of these technologies to reduce viruses during secondary wastewater treatment. The results showed that all technologies were effective in reducing the concentration of viruses, with microalgae-based treatment exhibiting the highest potential for reducing the disinfection requirements of treated wastewater.

WATER RESEARCH (2024)

Article Engineering, Environmental

Reconsidering mercury sources and exposure pathways to bivalves: Insights from mercury stable isotopes

Young Gwang Kim, Sae Yun Kwon, Spencer J. Washburn, Scott C. Brooks, Ji Won Yoon, Lucien Besnard

Summary: The study uses Hg isotope ratios to identify the sources and exposure pathways of mercury in bivalves, finding that dissolved Hg phases in the water column are the primary source and exposure pathway to bivalves. This provides new insights into using bivalves as bioindicators for sediment quality monitoring.

WATER RESEARCH (2024)

Article Engineering, Environmental

Cation exchange resins enhance anaerobic digestion of sewage sludge: Roles in sequential recovery of hydrogen and methane

Hui Geng, Ying Xu, Rui Liu, Dianhai Yang, Xiaohu Dai

Summary: This study investigates the effect of cation exchange resin (CER) on the sequential recovery of hydrogen and methane from anaerobic digestion (AD) and the corresponding mechanisms. The results show that CER can simultaneously enhance the production of hydrogen and methane by promoting the solubilisation, hydrolysis, and acidification of organic matter. Additionally, CER facilitates effective contact between bacteria and organic particulates and reduces the energy barrier for mass transfer during methane production. The study also reveals changes in the microbial community structure and metagenomics during the AD process.

WATER RESEARCH (2024)

Article Engineering, Environmental

Fertilizer recovery from source-separated urine by evaporation with a combined process of dehumidification and the addition of absorbent resin supplement

Xiaojing Lin, Zhan Jin, Shunfeng Jiang, Zhiquan Wang, Suqing Wu, Ke Bei, Min Zhao, Xiangyong Zheng

Summary: Dehumidification combined with addition of absorbent resin supplement (ARS) was used to achieve rapid evaporation of non-pretreated urine, resulting in high water evaporation efficiency and nutrient recovery.

WATER RESEARCH (2024)

Article Engineering, Environmental

Influences of hydrodynamics on microbial community assembly and organic carbon composition of resuspended sediments in shallow marginal seas

Yangli Che, Chaoran Lin, Shen Li, Jiao Liu, Longhai Zhu, Shilei Yu, Nan Wang, Haoshuai Li, Mutai Bao, Yang Zhou, Tonghao Si, Rui Bao

Summary: Hydrodynamic processes play a crucial role in the transmission of sediments, microbial assembly, and organic carbon redistribution in the ocean. Through experiments and analysis, we found that hydrodynamics shape the assembly of microbial communities and control the redistribution of different sourced organic carbon, thereby influencing microbial-mediated biogeochemical transformation.

WATER RESEARCH (2024)

Article Engineering, Environmental

A comprehensive evaluation of the temporal and spatial fouling characteristics of RO membranes in a full-scale seawater desalination plant

Chao Chen, Yu Yang, Nigel J. D. Graham, Zhenyu Li, Xingtao Yang, Zhining Wang, Nadia Farhat, Johannes S. Vrouwenvelder, Li -an Hou

Summary: The fouling of seawater reverse osmosis membranes is a persistent challenge in desalination. This study monitored the operational performance of a desalination plant for 7 years and the fouling development in different areas of membrane modules. The findings showed that operational performance declined over time and fouling mainly occurred at the feed side of the modules, with the highest microbial diversity. Keystone species like Chloroflexi and Planctomycetes played an important role in maintaining community structure and biofilm maturation. Polysaccharides, soluble microbial products, marine humic acid-like substances, and inorganic substances contributed to fouling. Overall, biofouling had a significant impact on membrane fouling after 7 years of operation.

WATER RESEARCH (2024)

Article Engineering, Environmental

Fluctuating redox conditions accelerate the electron storage and transfer in magnetite and production of dark hydroxyl radicals

Dan Li, Jieyi Sun, Yibo Fu, Wentao Hong, Heli Wang, Qian Yang, Junhong Wu, Sen Yang, Jianhui Xu, Yunfei Zhang, Yirong Deng, Yin Zhong, Ping'an Peng

Summary: Sulfidation-oxidation treatment of magnetite (Fe3O4) enhances the production of dark center dot OH, which can efficiently degrade dissolved organic matter (DOM) and accelerate carbon cycling.

WATER RESEARCH (2024)

Article Engineering, Environmental

Full-scale upgrade activated sludge to continuous-flow aerobic granular sludge: Implementing microaerobic-aerobic configuration with internal separators

Cheng Yu, Kaijun Wang, Kaiyuan Zhang, Ruiyang Liu, Pingping Zheng

Summary: This study implemented a microaerobic-aerobic configuration in a full-scale municipal wastewater treatment facility and investigated the effects on sludge characteristics, pollutant removal, microbial community, and granulation mechanisms. The results showed successful transition from flocculent-activated sludge to well-defined AGS after two months of operation. The primary pathways for pollutant removal were simultaneous nitrification, denitrification, and phosphorus removal. Moreover, the incorporation of internal separators induced shifts in the flow pattern, which promoted granulation.

WATER RESEARCH (2024)

Article Engineering, Environmental

Target analysis, occurrence and cytotoxicity of halogenated polyhydroxyphenols as emerging disinfection byproducts in drinking water

Zhe Zhang, Shaoyang Hu, Guangrong Sun, Wei Wang

Summary: Halogenated aromatic disinfection byproducts (DBPs), such as halogenated phenols, have garnered widespread attention due to their high toxicity and prevalence. This study reports on the analysis, occurrence, and cytotoxicity of a group of emerging halogenated aromatic DBPs, known as halogenated polyhydroxyphenols (HPPs), in drinking water.

WATER RESEARCH (2024)

Article Engineering, Environmental

A coupled model to improve river water quality prediction towards addressing non-stationarity and data limitation

Shengyue Chen, Jinliang Huang, Peng Wang, Xi Tang, Zhenyu Zhang

Summary: Accurate prediction of river water quality is crucial for sustainable water management. This study introduces wavelet analysis and transfer learning techniques to assist LSTM modeling, proposing a newly coupled modeling approach that improves short-term prediction of river water quality.

WATER RESEARCH (2024)

Article Engineering, Environmental

Deciphering anaerobic ethanol metabolic pathways shaped by operational modes

Bang Du, Xinmin Zhan, Piet N. L. Lens, Yifeng Zhang, Guangxue Wu

Summary: Efficient anaerobic digestion relies on the cooperation of different microorganisms with different metabolic pathways. This study investigated the effects of different operational modes and the addition of powdered activated carbon (PAC) on ethanol metabolic pathways. The results showed that the SBR mode and the presence of CO2 facilitated ethanol metabolism towards propionate production, while the CFR mode with extended solids retention time enriched Geobacter. Adjusting operational modes and PAC addition can modulate anaerobic ethanol metabolism and enrich Geobacter.

WATER RESEARCH (2024)

Article Engineering, Environmental

Unraveling the factors influencing CO2 emissions from hydroelectric reservoirs in karst and non-karst regions: A comparative analysis

Wanfa Wang, Si-Liang Li, Jun Zhong, Yuanbi Yi, Fujun Yue, Zenglei Han, Qixin Wu, Ding He, Cong-Qiang Liu

Summary: This study compares the carbon biogeochemical processes in karst and non-karst regions within large thermal stratified river-reservoir systems. The results demonstrate that karst reservoirs have a reduced potential for carbon emissions and highlight the importance of considering geologic settings to improve accuracy in regional and global CO2 emission estimates.

WATER RESEARCH (2024)

Article Engineering, Environmental

Rare resistome rather than core resistome exhibited higher diversity and risk along the Yangtze River

Chunxia Jiang, Zelong Zhao, Dong Zhu, Xiong Pan, Yuyi Yang

Summary: This study analyzed the occurrence and distribution of antibiotic resistance genes (ARGs) in different environmental media of the Yangtze River using metagenomics. Core resistome dominated by multidrug resistance genes was found in all samples, while rare resistome dominated by various resistance genes was more prevalent in plasmids. Specific bacteria were identified as hosts for both core and rare resistomes, with high clinical concern ARGs found in the rare resistome. Particle-associated environment provided the most ideal conditions for resistome hosts. This study provided insights into the genetic locations of ARGs and the community assembly mechanisms of ARG hosts in freshwater environments.

WATER RESEARCH (2024)

Article Engineering, Environmental

Uncovering interactions among ternary electron donors of organic carbon source, thiosulfate and Fe0 in mixotrophic advanced denitrification: Proof of concept from simulated to authentic secondary effluent

Yu Zhang, Yongtao He, Linchun Jia, Lei Xu, Zheng Wang, Yueling He, Ling Xiong, Xumeng Lin, Hong Chen, Gang Xue

Summary: By synergizing organic carbon source, thiosulfate, and zero-valent iron, efficient mixotrophic denitrification of oligotrophic secondary effluent can be achieved. Thiosulfate plays a vital role in promoting TN removal efficiency, while corrosion of Fe0 releases OH- to neutralize H+ from thiosulfate-driven denitrification, creating a suitable environment for denitrification. The coordination of thiosulfate and Fe0 maintains the dominance of Thiobacillus for denitrification.

WATER RESEARCH (2024)