Abstract
Environmental surveillance can be a complementary tool for detecting pathogens circulating in communities. We detected monkeypox virus DNA in wastewater from Italy’s largest airport by using real-time PCR assays targeting the G2R region and F3L and N3R genes and sequencing. Wastewater surveillance can be quickly adapted to investigate emerging threats.
Keywords: Monkeypox, viruses, zoonoses, wastewater, airport, transportation hub, environmental surveillance, Rome, Italy
Monkeypox virus (MPXV), a member of the family Poxviridae, causes monkeypox, a viral zoonosis detected in north Africa in the 1970s (1). MPXV can be transmitted between humans through contact with lesions, body fluids, respiratory droplets, and contaminated materials (1).
In May 2022, an epidemic of monkeypox in nonendemic regions outside Africa began receiving worldwide attention. On July 23, 2022, the World Health Organization declared monkeypox a public health emergency of international concern (2), and 24,973 monkeypox cases had been recognized in 45 countries throughout Europe by October 12, 2022 (3).
Rapid identification of outbreaks and clusters is critical for infection control. Sewage surveillance has been recognized as a powerful tool for assessing the circulation of pathogens. After the European Union issued Recommendation 2021/472 (https://data.europa.eu/eli/reco/2021/472/oj), wastewater surveillance was successfully used to track SARS-CoV-2 and its variants across EU countries (4). Studies have demonstrated MPXV DNA sheds from saliva, feces, urine, semen, and skin lesions (5–7), suggesting that the viral genome could occur in wastewater. Various research groups involved in SARS-CoV-2 environmental surveillance extended their efforts to investigate MPXV DNA in wastewater. Studies from the Netherlands and western California, USA, have documented successful detection of MPXV DNA in sewage (8; M.K. Wolfe et al., unpub. data, https://doi.org/10.1101/2022.07.25.22278043). We investigated whether we could detect MPXV in wastewater in Italy.
The Study
We targeted the wastewater treatment plant (WTP) of Italy’s largest airport, Fiumicino Airport, in Rome, which had ≈3,000,000 passengers/month during May–July 2022 (https://fiumicinoairport.com/statistics). This WTP has a global capacity of 4,000 m3 per day. We collected 24-hour composite wastewater samples twice a week during May 30–August 3, 2022, for a total of 20 samples.
Before viral concentration, we pretreated samples in a water bath at 56°C for 30 min to inactivate the virus and protect laboratory technicians, as per a previous study (9). We used a polyethylene glycol/sodium chloride precipitation protocol originally developed for SARS-CoV-2 environmental surveillance (10,11) but modified the protocol by increasing the initial wastewater volume to 90 mL (2 tubes of 45 mL) and eluting all the extracted nucleic acids in 50 µL of elution buffer supplied with the kit. We used NucliSens miniMAG (bioMérieux, https://www.biomerieux.com) semi-automatic extraction platform to extract nucleic acids. We used OneStep PCR Inhibitor Removal Kit (Zymo Research, https://www.zymoresearch.com) to purify DNA.
We used 3 different real-time PCR assays: 2 published in 2004 that target the N3R and F3L genes (12), and 1 developed in 2010 by the US Centers for Disease Control and Prevention, G2R_G generic real-time PCR assay (13), which targets the G2R region of the tumor necrosis factor receptor gene. After comparing primers and probes with sequences of the current outbreak, we noted mismatches in primers, probes, or both. Therefore, we designed and tested novel primers and probes that had 100% nucleotide identity with current outbreak sequences, then compared these with the original primers and probes (Table 1). We used MPXV (Slovenia ex Gran Canaria) DNA (European Virus Archive Global [EVAg]; https://www.european-virus-archive.com) as a control for testing primers and probes (Appendix). We further optimized the assays by evaluating different real-time PCR reagents and primer/probe concentrations (Appendix). We prepared reaction mixes in 25 μL by using TaqPath BactoPure Microbial Detection Master Mix (Thermo Fisher Scientific, https://www.thermofisher.com), 800 mmol of each primer, 500 nmol of the probe, and 5 μL of sample. Amplification conditions included an initial activation step at 95°C for 2 min and 50 cycles of 10 s at 95°C and 30 s at 60°C. We included 10-fold dilutions of the standardized EVAg MPXV DNA (range 740–0.74 copies/μL) in the runs as positive controls and for the rough estimation of viral loads. For each assay, we assessed the limit of detection at 50% (LOD50) on a pure target (i.e., EVAg MPXV DNA) and on MPXV DNA diluted in nucleic acids previously extracted from wastewater samples collected in Europe before monkeypox emerged.
Table 1. Primers and probes used to detect monkeypox virus DNA in airport wastewater, Rome, Italy*.
PCR ID | Target | Primer name | Primer ID | Sequence, 5′ → 3′ | Position† | Annealing temp. (°C) | Amplicon size | Ref. |
---|---|---|---|---|---|---|---|---|
1002 | G2R | MPVX G F | 2368 | GGAAAATGTAAAGACAACGAATACAG | 194459–84 | 60 | 90 bp | (12) |
MPVX G R | 2369 | GCTATCACATAATCTGGAAGCGTA | 194525–48 | |||||
|
|
MPVX G P |
2370 |
FAM-AAGCCGTAATCTATG TTGTCTATCGTGTCC-BHQ1 |
194485–514 |
|
|
|
1005 | G2R | MPVX G F mod | 2377 | GGAAAGTGTAAAGACAACGAATACAG | 194459–84 | 60 | 90 bp | (12) |
MPVX G R mod | 2378 | GCTATCACATAATCTGAAAGCGTA | 194525–48 | This study | ||||
|
|
MPVX G P |
2370 |
FAM-AAGCCGTAATCTATG TTGTCTATCGTGTCC-BHQ1 |
194485–514 |
|
|
|
1003 | F3L | F3L-F290 | 2371 | CTCATTGATTTTTCGCGGGATA | 46313–34 | 60 | 107 bp | (11) |
F3L-R396 | 2372 | GACGATACTCCTCCTCGTTGGT | 46398–419 | |||||
|
|
F3Lp333S-MGB |
2373 |
FAM-CATCAGAATCTGTAGGCCGT-MGBNFQ |
46398–419 |
|
|
|
1008 | F3L | F3L-F290 | 2371 | CTCATTGATTTTTCGCGGGATA | 46313–34 | 60 | 107 bp | (11) |
F3L-R396 mod | 2384 | AACGATACTCCTCCTCGTTGGT | 46398–419 | This study | ||||
|
|
F3Lp333S-MGB |
2373 |
FAM-CATCAGAATCTGTAGGCCGT-MGBNFQ |
46398–419 |
|
|
|
1004 | N3R | N3R-F319 | 2374 | AACAACCGTCCTACAATTAAACAACA | 190641–66 | 60 | 139 bp | (11) |
N3R-R457 | 2375 | CGCTATCGAACCATTTTTGTAGTCT | 190755–79 | |||||
|
|
N3Rp352S-MGB |
2376 |
FAM-TATAACGGCGAAGAATATACT-MGBNFQ |
190674–94 |
|
|
|
1016 | N3R | N3R-F319 | 2374 | AACAACCGTCCTACAATTAAACAACA | 190641–66 | 60 | 139 bp | (11) |
N3R-R457 | 2375 | CGCTATCGAACCATTTTTGTAGTCT | 190755–79 | This study | ||||
|
|
N3Rp352S-MGB mod |
2381 |
FAM-TATAACGGCGACGAATATACT-MGBNFQ |
190674–94 |
|
|
|
1006 | G2R | G2R-1st cycle F | 2379 | ATAGCACCACATGCACCATC | 194435–54 | 63 | 156 bp | This study |
|
|
G2R-1st cycle R |
2380 |
AAAGGTATCCGAACCACACG |
194590–71 |
|
|
|
1005 | G2R | MPVX G F mod | 2377 | GGAAAGTGTAAAGACAACGAATACAG | 194459–84 | 61 | 90 bp | This study |
|
|
MPVX G R mod |
2378 |
GCTATCACATAATCTGAAAGCGTA |
194525–48 |
|
|
|
1009 | F3L | F3L-1st cycle F | 2385 | CAGGGTTAACACCTTTCCAA | 46242–61 | 61 | 212 bp | This study |
|
|
F3L-1st cycle R |
2386 |
TGATCTTCAACGTAGTGCTATGG |
46453–31 |
|
|
|
1008 | F3L | F3L-F290 | 2371 | CTCATTGATTTTTCGCGGGATA | 46313–34 | 62 | 107 bp | (11) |
|
|
F3L-R396 mod |
2384 |
AACGATACTCCTCCTCGTTGGT |
46398–419 |
|
|
This study |
1007 | N3R | N3R-1st cycle F | 2382 | TCTATCTCGTTCATGGTCGGTAAT | 190503–26 | 64 | 455 bp | This study |
|
|
N3R-1st cycle R |
2383 |
CGCACTGTCTTATTCGCCATT |
190957–37 |
|
|
|
1004 | N3R | N3R-F319 | 2374 | AACAACCGTCCTACAATTAAACAACA | 190641–66 | 64 | 139 bp | (11) |
N3R-R457 | 2375 | CGCTATCGAACCATTTTTGTAGTCT | 190755–79 |
*Bold underlined text in bases represents modifications to the original primers and probes. ID, identification; F, forward; mod, modified; MPXV, monkeypox virus; R, reverse; ref., reference. †Position based on monkeypox virus reference isolate MPXV_USA_2022_MA001, complete genome, GenBank accession no. ON563414.
We designed nested PCR assays targeting the same regions as the real-time PCR assays to confirm results by amplicon sequencing using Primer3Plus software (https://www.primer3plus.com) (Table 1). We performed reactions by using 1 μL of 10 μmol primer and 2 μL of sample, and Platinum SuperFi II Green PCR Master Mix (Thermo Fisher Scientific) in a final volume of 25 μL. PCR amplicons on both strands were sequenced by Bio-Fab Research (https://www.biofabresearch.com).
All real-time PCR assays successfully amplified the EVAg MPXV DNA. Compared with the original assay, the modified G2R_G assay showed a decrease in the average quantification cycle (Cq) values of 1.34 cycles (21.93 vs. 23.28), demonstrating a better performance. Therefore, we performed subsequent optimization activities and screening of wastewater samples by using the F3L and N3R assays as originally designed but modified the G2R_G assay for our study.
On pure MPXV DNA, the real-time F3L assay had an LOD50 of 0.21 copies/μL, the N3L assay had an LOD50 of 0.31 copies/μL, and G2R_G had an LOD50 of 0.21 copies/μL. For nucleic acids extracted from sewage samples spiked with MPXV, F3L had an LOD50 of 0.43 copies/μL and 2.16 copies/reaction, N3L had an LOD50 of 0.33 copies/μL and 1.65 copies/reaction, and G2R_G had an LOD50 of 0.31 copies/μL and 1.55 copies/reaction (Appendix).
Cq values ranged from 38.37–40.18 for 2 wastewater samples that tested positive by real-time PCR (Table 2), indicating relatively low DNA concentrations in the tested samples. Consensus sequences found 100% similarity by BLAST analysis between study sequences and MPXV strains available in GenBank (accession no. OX248696), thus confirming the presence of MPXV DNA.
Table 2. Wastewater sample results detecting monkeypox virus DNA in airport wastewater, Rome, Italy*.
Sample ID | Collection date | Real-time RT-PCR (Cq values) |
Nested RT-PCR |
|||||
---|---|---|---|---|---|---|---|---|
G2R | F3L | N3R | G2R | F3L | N3R | |||
4419 | 2022 May 30 | – | – | – | – | – | – | |
4420 | 2022 Jun 1 | – | – | – | – | – | – | |
4421 | 2022 Jun 6 | – | – | – | – | – | – | |
4422 | 2022 Jun 8 | – | – | – | – | – | – | |
4444 | 2022 Jun 13 | – | – | – | – | – | – | |
4445 | 2022 Jun 15 | + (40.18) | + (39.59) | + | – | – | ||
4453 | 2022 Jun 20 | – | – | – | – | – | – | |
4454 | 2022 Jun 22 | – | – | – | – | – | – | |
4460 | 2022 Jun 27 | – | – | – | – | – | – | |
4461 | 2022 Jun 29 | – | – | – | – | – | – | |
4474 | 2022 Jul 4 | – | – | – | – | – | – | |
4475 | 2022 Jul 6 | – | – | – | – | – | – | |
4476 | 2022 Jul 11 | – | – | – | – | – | – | |
4477 | 2022 Jul 13 | – | – | – | – | – | – | |
4478 | 2022 Jul 18 | + (38.37) | – | – | + | + | – | |
4479 | 2022 Jul 20 | – | – | – | + | + | – | |
4480 | 2022 Jul 25 | – | – | – | – | – | – | |
4481 | 2022 Jul 27 | – | – | – | – | – | – | |
4482 | 2022 Aug 3 | – | – | – | – | – | – | |
4483 | 2022 Aug 1 | – | – | – | – | – | – |
*Bold positive font (+) indicates sequence failure due to insufficient DNA target; amplification band of the expected length was confirmed by duplicate experiments. ID, identification; RT-PCR, reverse transcription PCR; –, negative; +, positive.
Conclusions
A crucial aim of infectious disease surveillance is early detection of cases, outbreaks, and clusters, which is essential for disease control. We explored possible methods for monitoring MPXV through wastewater surveillance, a well-established complementary epidemiologic tool used successfully for viral infectious diseases, including SARS-CoV-2 and polio.
Monkeypox prevalence in the general population was low at the time of sample collection, only 20 cases had been detected in Italy as of May 30, 2022. Thus, to maximize the probability of positive samples among those collected, we tested wastewater samples from a large transportation hub, through which millions of persons travel to and from numerous countries. Because harmonized methods for detecting MPXV in wastewater are not yet available, we tested 3 different real-time PCR assays previously designed for clinical samples. We modified the assays by introducing changes in the primer and probe sequences to mitigate the effect of nucleotide mismatches. Among 20 samples, 3 tested positive for MPXV by real-time or nested PCR and sequencing.
In the next stage, we will test wastewater samples from WTPs enrolled in official SARS-CoV-2 environmental surveillance throughout Italy, to map the geographic distribution of MPXV in the country. Further research efforts should focus on elucidating how detection of viral DNA in sewage can be related to reported and confirmed cases. Factors affecting MPXV detection in wastewater also should be studied, including routes and duration of virus shedding by infected persons, environmental persistence, and analytical sensitivity of the methods used (14).
In conclusion, we adapted SARS-CoV-2 wastewater surveillance for MPXV detection in a large airport WTP. Our methods can be applied to wastewater-based epidemiology for monkeypox outbreaks and provides basic tools, including analytic methods. Wastewater surveillance can be rapidly adapted to detect emerging threats, including monkeypox.
Additional information on detection of monkeypox virus DNA in airport wastewater, Rome, Italy.
Acknowledgments
This article was preprinted at https://medrxiv.org/cgi/content/short/2022.08.18.22278932v1.
Acknowledgments
We gratefully acknowledge the support of Cavina Lorenzo and Eleuteri Silvia, Aeroporti di Roma (ADR) Fiumicino Airport for wastewater sample collection. We also thank Claudia Del Giudice, Lidia Orlandi and Serena Maccaroni for their technical assistance.
This research was partially supported by collaboration agreement EC G.A. no. 060701/2021/864481/SUB/ ENV.C2, Support to Member States for the creation of systems, local collection points and digital infrastructures for monitoring COVID 19 and its variants in wastewater, Italy.
This publication was supported by the European Virus Archive Global (EVA-GLOBAL) project, which provided the monkeypox DNA for testing real-time PCR assays.
Biography
Dr. La Rosa is an environmental virologist at the Department of Environment and Health, National Institute of Health (Istituto Superiore di Sanità), Rome, Italy. Her primary research interest is viral pathogen surveillance through the monitoring of sewer systems.
Footnotes
Suggested citation for this article: La Rosa G, Mancini P, Veneri C, Bonanno Ferraro G, Lucentini L, Iaconelli M, et al. Detection of monkeypox virus DNA in airport wastewater, Rome, Italy. Emerg Infect Dis. 2023 Jan [date cited]. https://doi.org/10.3201/eid2901.221311
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Supplementary Materials
Additional information on detection of monkeypox virus DNA in airport wastewater, Rome, Italy.