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Sharker Y, Diallo Z, KhudaBukhsh WR, Kenah E. Pairwise Accelerated Failure Time Regression Models for Infectious Disease Transmission in Close-Contact Groups With External Sources of Infection. Stat Med 2024; 43:5138-5154. [PMID: 39362790 PMCID: PMC11583957 DOI: 10.1002/sim.10226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 08/06/2024] [Accepted: 09/06/2024] [Indexed: 10/05/2024]
Abstract
Many important questions in infectious disease epidemiology involve associations between covariates (e.g., age or vaccination status) and infectiousness or susceptibility. Because disease transmission produces dependent outcomes, these questions are difficult or impossible to address using standard regression models from biostatistics. Pairwise survival analysis handles dependent outcomes by calculating likelihoods in terms of contact interval distributions in ordered pairs of individuals. The contact interval in the ordered pairi j $$ ij $$ is the time from the onset of infectiousness ini $$ i $$ to infectious contact fromi $$ i $$ toj $$ j $$ , where an infectious contact is sufficient to infectj $$ j $$ if they are susceptible. Here, we introduce a pairwise accelerated failure time regression model for infectious disease transmission that allows the rate parameter of the contact interval distribution to depend on individual-level infectiousness covariates fori $$ i $$ , individual-level susceptibility covariates forj $$ j $$ , and pair-level covariates (e.g., type of relationship). This model can simultaneously handle internal infections (caused by transmission between individuals under observation) and external infections (caused by environmental or community sources of infection). We show that this model produces consistent and asymptotically normal parameter estimates. In a simulation study, we evaluate bias and confidence interval coverage probabilities, explore the role of epidemiologic study design, and investigate the effects of model misspecification. We use this regression model to analyze household data from Los Angeles County during the 2009 influenza A (H1N1) pandemic, where we find that the ability to account for external sources of infection increases the statistical power to estimate the effect of antiviral prophylaxis.
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Affiliation(s)
- Yushuf Sharker
- Data Sciences InstituteTakeda Pharmaceuticals USACambridgeMassachusettsUSA
| | - Zaynab Diallo
- Biostatistics Division, College of Public HealthThe Ohio State UniversityColumbusOhioUSA
| | | | - Eben Kenah
- Biostatistics Division, College of Public HealthThe Ohio State UniversityColumbusOhioUSA
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Shrestha S, Malla B, Haramoto E. Monitoring hand foot and mouth disease using long-term wastewater surveillance in Japan: Quantitative PCR assay development and application. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 901:165926. [PMID: 37527711 DOI: 10.1016/j.scitotenv.2023.165926] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 07/28/2023] [Accepted: 07/29/2023] [Indexed: 08/03/2023]
Abstract
Hand, foot, and mouth disease (HFMD) is a highly contagious disease that primarily affects children under five years of age. It is mainly caused by serotypes of Enterovirus A (EVA): EVA71, Coxsackievirus A types 6 (CVA6), 10 (CVA10), and 16 (CVA16). Despite being highly prevalent in Japan and other countries in the Asia-Pacific region, few studies have investigated HFMD pathogens in wastewater. The present study aimed to develop a highly sensitive and broadly reactive quantitative polymerase chain reaction (qPCR) assay of dominant serotype CVA6, to revise previously developed CVA6, CVA10, and CVA16 assays, and to test these assays in wastewater samples from Yamanashi Prefecture, Japan. The new-CVA6 qPCR assay was developed with maximal nucleotide percent identity among CVA6 isolates from Japan. The new-CVA6 and revised assays were highly sensitive and had the ability to quantify respective positive controls at levels as low as 1 copy/μL. Among the 53 grab influent samples collected between March 2022 and March 2023, EVA71, CVA10, and CVA16 RNA were not detected in any samples, whereas the new-CVA6 assay could detect CVA6 RNA in 38 % (20/53) of samples. CVA6 RNA was detected at a significantly higher concentration in the summer season (3.3 ± 0.8 log10 copies/L; 79 % (11/14)) than in autumn (2.7 ± 0.6 log10 copies/L; 69 % (9/13)). The seasonal trend of CVA6 RNA detection in wastewater aligned with the trend of HFMD case reports in the catchment of the wastewater treatment plant. This is the first study to report the detection and seasonal trends of the EVA serotypes associated with HFMD in wastewater samples in Japan. It provides evidence that wastewater-based epidemiology is applicable even for diseases that are prevalent only in specific population groups.
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Affiliation(s)
- Sadhana Shrestha
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Bikash Malla
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Eiji Haramoto
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan.
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Romanenkova NI, Nguyen TTT, Golitsyna LN, Ponomareva NV, Rozaeva NR, Kanaeva OI, Leonov AV, Novikova NA, Bichurina MA. Enterovirus 71-Associated Infection in South Vietnam: Vaccination Is a Real Solution. Vaccines (Basel) 2023; 11:vaccines11050931. [PMID: 37243035 DOI: 10.3390/vaccines11050931] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 04/14/2023] [Accepted: 04/29/2023] [Indexed: 05/28/2023] Open
Abstract
Hand-foot-and-mouth disease (HFMD) is the most common enteroviral infection in South-East Asia. When evaluating the role of enterovirus 71 (EVA71) as an etiological agent of infectious disease in South Vietnam, we revealed a high proportion of EVA71 among identified species A enteroviruses found in 3542 samples from HFMD cases; 125 samples from cases of enteroviral meningitis; and 130 samples from acute flaccid paralysis (AFP) cases. These represent 50%, 54.8%, and 51.5%, respectively. According to molecular analysis, 90% of EVA71 were attributed to genotype C4 and 10% were attributed to genotype B5. The predominance of EVA71 circulation among the population proves the need to strengthen surveillance (with monitoring of enterovirus circulation for facilitation of HFMD outbreak prediction) and to increase the effectiveness of preventative measures by the implementation of vaccination against EVA71-associated infections. A phase III trial of a Taiwanese vaccine (EV71vac) in Taiwan and South Vietnam showed its safety, tolerability, and efficacy in children aged 2-71 months. This B4 genotype-based vaccine, which features cross-protection against B5 and C4 genotypes, and other existing EV71 vaccines can serve as a good approach to solving the HFMD problem, which is so important for Vietnam.
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Affiliation(s)
| | - Thi Thanh Thao Nguyen
- Pasteur Institute, Ho Chi Minh City 167 Pasteur, Phường Võ Thị Sáu, Quận 3, TP. Hồ Chí Minh 643103, Vietnam
| | - Liudmila N Golitsyna
- Blokhina Nizhny Novgorod Research Institute of Epidemiology and Microbiology, Nizhny Novgorod 603950, Russia
| | - Natalia V Ponomareva
- Blokhina Nizhny Novgorod Research Institute of Epidemiology and Microbiology, Nizhny Novgorod 603950, Russia
| | | | - Olga I Kanaeva
- Saint Petersburg Pasteur Institute, St. Petersburg 197101, Russia
| | - Artem V Leonov
- Blokhina Nizhny Novgorod Research Institute of Epidemiology and Microbiology, Nizhny Novgorod 603950, Russia
| | - Nadezhda A Novikova
- Blokhina Nizhny Novgorod Research Institute of Epidemiology and Microbiology, Nizhny Novgorod 603950, Russia
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Lee S, Yang JH, Lee JE, Kim YO. Serotype analysis of pediatric enteroviral meningitis in Gwangju, Republic of Korea: Number of annual cases, distribution by age group, and characteristics of each serotype. J Clin Virol 2022; 153:105192. [PMID: 35661584 DOI: 10.1016/j.jcv.2022.105192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 04/26/2022] [Accepted: 05/22/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Enteroviral meningitis is a common disease in children; however, serotype data are still lacking, especially for late childhood. OBJECTIVES This study analyzed the number of annual cases, distribution by age group, and characteristics of each serotype among children with enteroviral meningitis. STUDY DESIGN After the initial screening of 1,009 children (<18 years) with viral meningitis between 2008 and 2021, the data of enteroviral meningitis were retrospectively reviewed. The number of annual cases and serotypes were investigated. The distribution of serotypes across different ages was reviewed. Clinical characteristics of the major serotypes (detected in at least 15 patients) were further examined. RESULTS Among the 700 patients with enteroviral meningitis, serotypes were tested in 517 patients (73.9%), which could be typed in 370 patients (71.6%). EV-A71 was the most common serotype detected in 2010, 2012, and 2019. After 2020, enterovirus was rarely detected. The group B coxsackieviruses (CVBs) were commonly detected in neonates (CVB1, 33.3%) and infants (CVB5, 17.4%). The echoviruses were commonly detected beyond infancy; E30 was the most frequently detected in late childhood (14.4%) and adolescents (15.4%). EV-A71 was the most frequently detected in early childhood (17.2%). Between the 11 major serotypes, vomiting, headache, and irritability were more commonly associated with echoviruses (P <0.01). In EV-A71, neurologic symptoms and skin lesions were more common (P <0.01). CONCLUSION The CVBs were commonly detected in neonates and infants, whereas the echoviruses were commonly detected beyond infancy and caused vomiting, headache, and irritability. EV-A71 was the most frequently detected in early childhood, frequently causing neurologic and dermatologic problems.
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Affiliation(s)
- Sanghoon Lee
- Department of Pediatrics, Chonnam National University Children's Hospital, 42, Jebong-ro, Dong-gu, Gwangju 61469, Republic of Korea
| | - Jae Hyuk Yang
- Department of Pediatrics, Chonnam National University Children's Hospital, 42, Jebong-ro, Dong-gu, Gwangju 61469, Republic of Korea; Department of Pediatrics, Chonnam National University Medical School, Gwangju, Republic of Korea
| | - Ji-Eun Lee
- Division of Infectious Disease Research, Health and Environment Research Institute of Gwangju, 584 Mugindae-ro, Seo-gu, Gwangju 61954, Republic of Korea
| | - Young Ok Kim
- Department of Pediatrics, Chonnam National University Children's Hospital, 42, Jebong-ro, Dong-gu, Gwangju 61469, Republic of Korea; Department of Pediatrics, Chonnam National University Medical School, Gwangju, Republic of Korea.
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Wang DC, Yu HY, Jiang L, Qi D, Zhang X, Chen L, Lv W, Xu W, Tam KC. Flexible, anti-damage, and non-contact sensing electronic skin implanted with MWCNT to block public pathogens contact infection. NANO RESEARCH 2021; 15:2616-2625. [PMID: 34608406 PMCID: PMC8482958 DOI: 10.1007/s12274-021-3831-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 08/13/2021] [Accepted: 08/19/2021] [Indexed: 06/13/2023]
Abstract
UNLABELLED If a person comes into contact with pathogens on public facilities, there is a threat of contact (skin/wound) infections. More urgently, there are also reports about COVID-19 coronavirus contact infection, which once again reminds that contact infection is a very easily overlooked disease exposure route. Herein, we propose an innovative implantation strategy to fabricate a multi-walled carbon nanotube/polyvinyl alcohol (MWCNT/PVA, MCP) interpenetrating interface to achieve flexibility, anti-damage, and non-contact sensing electronic skin (E-skin). Interestingly, the MCP E-skin had a fascinating non-contact sensing function, which can respond to the finger approaching 0-20 mm through the spatial weak field. This non-contact sensing can be applied urgently to human-machine interactions in public facilities to block pathogen. The scratches of the fruit knife did not damage the MCP E-skin, and can resist chemical corrosion after hydrophobic treatment. In addition, the MCP E-skin was developed to real-time monitor the respiratory and cough for exercise detection and disease diagnosis. Notably, the MCP E-skin has great potential for emergency applications in times of infectious disease pandemics. ELECTRONIC SUPPLEMENTARY MATERIAL Supplementary material (fabrication of MCP E-skin, laser confocal tomography, parameter optimization, mechanical property characterization, finite element simulation, sensing mechanism, signal processing) is available in the online version of this article at 10.1007/s12274-021-3831-z.
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Affiliation(s)
- Duan-Chao Wang
- National Engineering Lab for Textile Fiber Materials & Processing Technology, College of Textile Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018 China
| | - Hou-Yong Yu
- National Engineering Lab for Textile Fiber Materials & Processing Technology, College of Textile Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018 China
- College of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou, 310018 China
| | - Lurong Jiang
- College of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou, 310018 China
| | - Dongming Qi
- National Engineering Lab for Textile Fiber Materials & Processing Technology, College of Textile Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018 China
| | - Xinxing Zhang
- State Key Laboratory of Polymer Materials Engineering Polymer Research Institute of Sichuan University, Chengdu, 610065 China
| | - Lumin Chen
- National Engineering Lab for Textile Fiber Materials & Processing Technology, College of Textile Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018 China
| | - Wentao Lv
- College of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou, 310018 China
| | - Weiqiang Xu
- National Engineering Lab for Textile Fiber Materials & Processing Technology, College of Textile Science and Engineering, Zhejiang Sci-Tech University, Hangzhou, 310018 China
| | - Kam Chiu Tam
- Department of Chemical Engineering, Waterloo Institute for Nanotechnology, University of Waterloo, 200 University Avenue West, Waterloo, Ontario N2L 3G1 Canada
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Incidence of Infection of Enterovirus 71 and Coxsackieviruses A6 and A16 among Household Contacts of Index Cases in Dong Thap Province, Southern Vietnam. BIOMED RESEARCH INTERNATIONAL 2021; 2020:9850351. [PMID: 33274234 PMCID: PMC7695493 DOI: 10.1155/2020/9850351] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 09/03/2020] [Accepted: 11/03/2020] [Indexed: 11/30/2022]
Abstract
Background Scarce information exists about immunity to hand, foot, and mouth disease (HFMD) among household contacts of index cases in Vietnam and what that means for reducing ongoing HFMD transmission in the community. Methods We analyzed neutralizing antibodies (NT) and the incidence of enterovirus (EVs) infection among household contacts of index cases in a province where HFMD remains endemic. Throat swab and 2 mL blood samples from household contacts were collected at enrollment, during and after 2 weeks follow-up. Results The incidence of EV-A71 infection among household contacts was 40/84 (47.6%, 95% Cl: 36.9-58.3%), compared with 106/336 (31.5%, 95% Cl: 26.6-36.5%) for CV-A6 and 36/107 (33.6%, 95% Cl: 24.7-42.6%) for CV-A16. The incidence of CV-A6 infection was fairly constant across ages; in contrast, CV-A71 and CV-A16 had some variation across ages. At baseline, higher geometric mean titer (GMT) of EV-A71, CV-A6, and CV-A16 antibody titers was found for 25-34-year groups (range 216.3 to 305.0) compared to the other age groups. There was a statistically significant difference in GMT values of CV-A6 and CV-A16 between those who had an infection or did not have infection among households with an index case of these serotypes. Conclusions Our results indicated that adults were becoming infected with HFMD and could be contributing to the transmission. There is, therefore, a need for considering the household setting as an additional target for intervention programs for HFMD.
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Sharker Y, Kenah E. Estimating and interpreting secondary attack risk: Binomial considered biased. PLoS Comput Biol 2021; 17:e1008601. [PMID: 33471806 PMCID: PMC7850487 DOI: 10.1371/journal.pcbi.1008601] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 02/01/2021] [Accepted: 12/02/2020] [Indexed: 11/18/2022] Open
Abstract
The household secondary attack risk (SAR), often called the secondary attack rate or secondary infection risk, is the probability of infectious contact from an infectious household member A to a given household member B, where we define infectious contact to be a contact sufficient to infect B if he or she is susceptible. Estimation of the SAR is an important part of understanding and controlling the transmission of infectious diseases. In practice, it is most often estimated using binomial models such as logistic regression, which implicitly attribute all secondary infections in a household to the primary case. In the simplest case, the number of secondary infections in a household with m susceptibles and a single primary case is modeled as a binomial(m, p) random variable where p is the SAR. Although it has long been understood that transmission within households is not binomial, it is thought that multiple generations of transmission can be neglected safely when p is small. We use probability generating functions and simulations to show that this is a mistake. The proportion of susceptible household members infected can be substantially larger than the SAR even when p is small. As a result, binomial estimates of the SAR are biased upward and their confidence intervals have poor coverage probabilities even if adjusted for clustering. Accurate point and interval estimates of the SAR can be obtained using longitudinal chain binomial models or pairwise survival analysis, which account for multiple generations of transmission within households, the ongoing risk of infection from outside the household, and incomplete follow-up. We illustrate the practical implications of these results in an analysis of household surveillance data collected by the Los Angeles County Department of Public Health during the 2009 influenza A (H1N1) pandemic. The household secondary attack risk (SAR), often called the secondary attack rate or secondary infection risk, is the probability of infectious contact from an infectious household member A to a given household member B, where we define infectious contact to be a contact sufficient to infect B if he or she is susceptible. The most common statistical models used to estimate the SAR are binomial models such as logistic regression, which implicitly assume that all secondary infections in a household are infected by the primary case. Here, we use analytical calculations and simulations to show that estimation of the SAR must account for multiple generations of transmission within households. As an example, we show that binomial models and statistical models that account for multiple generations of within-household transmission reach different conclusions about the household SAR for 2009 influenza A (H1N1) in Los Angeles County, with the latter models fitting the data better. In an epidemic, accurate estimation of the SAR allows rigorous evaluation of the effectiveness of public health interventions such as social distancing, prophylaxis or treatment, and vaccination.
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Affiliation(s)
- Yushuf Sharker
- Division of Biometrics, Center for Drug Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, United States of America
| | - Eben Kenah
- Biostatistics Division, College of Public Health, The Ohio State University, Columbus, Ohio, United States of America
- * E-mail:
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Laor P, Apidechkul T, Khunthason S, Keawdounglek V, Sudsandee S, Fakkaew K, Siriratruengsuk W. Association of environmental factors and high HFMD occurrence in northern Thailand. BMC Public Health 2020; 20:1829. [PMID: 33256665 PMCID: PMC7706220 DOI: 10.1186/s12889-020-09905-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Accepted: 11/17/2020] [Indexed: 02/02/2023] Open
Abstract
Background The major population vulnerable to hand, foot and mouth disease (HFMD) is children aged less than 5 years, particularly those who are cared for at day care centers (DCCs). This study aimed to assess the associations of environmental and sanitation factors with high HFMD occurrence rates in DCCs of northern Thailand. Methods A case-control study was used to gather information from caregivers and local government administrative officers. DCCs in areas with high and low HFMD occurrence rates were the settings for this study. A validated questionnaire was used to collect environmental and sanitation information from the DCCs. In-depth interviews were used to collect information from selected participants who were working at DCCs and from local government administrative officers on the HFMD capacity and prevention and control strategies in DCCs. Logistic regression analysis was used to determine the associations between many environmental factors and HFMD at the α = 0.05 significance level while the content analysis was used to extract information from the interviews. Results Two variables were found to be associated with a high rate of HFMD occurrence: the number of sinks available in restrooms and the DCC size. Children attending DCCs that did not meet the standard in terms of the number of sinks in restrooms had a greater chance of contracting HFMD than children who were attending DCCs that met the standard (AOR = 4.21; 95% CI = 1.13–15.04). Children who were attending a large-sized DCC had a greater chance of contracting HFMD than those attending a small-sized DCC (AOR = 3.28; 95% CI = 1.21–5.18). The yearly budget allocation and the strategies for HFMD control and prevention, including collaborations among stakeholders for HFMD control and prevention in DCCs, were associated with the effectiveness of HFMD control and prevention. Conclusions The number of sinks in restrooms and DCC size are major concerns for HFMD outbreaks. Sufficient budget allocation and good collaboration contribute to effective strategies for preventing and controlling HFMD in DCCs.
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Affiliation(s)
- Pussadee Laor
- School of Health Science, Mae Fah Luang University, Chiang Rai, Thailand.
| | - Tawatchai Apidechkul
- School of Health Science, Mae Fah Luang University, Chiang Rai, Thailand. .,Center of Excellence for the Hill tribe Health Research, Mae Fah Luang University, Muang Chiang Rai, Thailand.
| | - Siriyaporn Khunthason
- School of Health Science, Mae Fah Luang University, Chiang Rai, Thailand.,Center of Excellence for the Hill tribe Health Research, Mae Fah Luang University, Muang Chiang Rai, Thailand
| | - Vivat Keawdounglek
- School of Health Science, Mae Fah Luang University, Chiang Rai, Thailand
| | - Suntorn Sudsandee
- School of Health Science, Mae Fah Luang University, Chiang Rai, Thailand
| | - Krailak Fakkaew
- School of Health Science, Mae Fah Luang University, Chiang Rai, Thailand
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Hooi YT, Ong KC, Tan SH, Perera D, Wong KT. A novel orally infected hamster model for Coxsackievirus A16 hand-foot-and-mouth disease and encephalomyelitis. J Transl Med 2020; 100:1262-1275. [PMID: 32601355 DOI: 10.1038/s41374-020-0456-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 06/06/2020] [Accepted: 06/11/2020] [Indexed: 12/26/2022] Open
Abstract
Coxsackievirus A16 (CV-A16) is one of the major causes of mild and self-limiting hand-foot-and-mouth disease (HFMD) in young children, which may occasionally leads to serious neurological complications. In this study, we had developed a novel, consistent, orally infected CV-A16 HFMD hamster model with encephalomyelitis. Four groups of 7-day-old hamsters in a kinetic study were orally infected with mouse-adapted CV-A16 strains and sacrificed at 1-4 days post infection (dpi), respectively. Tissues were studied by light microscopy, immunohistochemistry to detect viral antigens, in situ hybridization to detect viral RNA, and by viral titration. In a separate transmission experiment, orally infected index hamsters were housed together with contact hamsters to investigate oral and fecal viral shedding by virus culture and reverse transcription polymerase chain reaction (RT-PCR). At severe infection/death endpoints, index and contact hamster infection were also histopathologically analyzed. In the kinetic study, infected hamsters developed signs of infection at 4 dpi. Viral antigens/RNA were localized to brainstem (medulla/pons; reticular formation and motor trigeminal nucleus) and spinal cord anterior horn neurons, oral squamous epithelia and epidermis from 3 to 4 dpi. Salivary and lacrimal glands, myocardium, brown adipose tissue, intestinal smooth muscle, and skeletal muscle infection was also demonstrated. Viremia at 1 dpi and increasing viral titers in various tissues were observed from 2 dpi. In the transmission study, all contact hamsters developed disease 3-5 days later than index hamsters, but demonstrated similar histopathological findings at endpoint. Viral culture and RT-PCR positive oral washes and feces confirmed viral shedding. Our hamster model, orally infected by the natural route for human infection, confirmed CV-A16 neurotropism and demonstrated squamous epitheliotropism reminiscent of HFMD, attributes not found in other animal models. It should be useful to investigate neuropathogenesis, model person-to-person transmission, and for testing antiviral drugs and vaccines.
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Affiliation(s)
- Yuan Teng Hooi
- Department of Pathology, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Kien Chai Ong
- Department of Biomedical Science, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Soon Hao Tan
- Department of Biomedical Science, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - David Perera
- Institute of Health & Community Medicine, Universiti Malaysia Sarawak, Kota Samarahan, Sarawak, Malaysia
| | - Kum Thong Wong
- Department of Pathology, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
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