Skip to main content
Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America logoLink to Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America
. 2022 Oct 31;76(6):1043–1049. doi: 10.1093/cid/ciac861

Sapovirus Infections in an Australian Community-Based Healthy Birth Cohort During the First 2 Years of Life

Asmaa El-Heneidy 1,✉,b, Robert S Ware 2, Stephen B Lambert 3,4, Keith Grimwood 5,6
PMCID: PMC10029984  PMID: 36310530

Abstract

Background

Sapovirus is an important cause of acute gastroenteritis (AGE) in young children. However, knowledge gaps remain in community settings. We investigated the epidemiology, disease characteristics, and healthcare use associated with sapovirus infections in Australian children during their first 2 years of life.

Methods

Children in the Brisbane-based Observational Research in Childhood Infectious Diseases birth cohort provided daily gastrointestinal symptoms (vomiting/loose stools), weekly stool swabs, and healthcare data until age 2 years. Swabs were batch-tested for sapovirus using real-time polymerase chain reaction assays. Incidence rates and estimates of associations were calculated.

Results

Overall, 158 children returned 11 124 swabs. There were 192 sapovirus infection episodes. The incidence rate in the first 2 years of life was 0.89 infections per child-year (95% confidence interval [CI], .76–1.05), and the symptomatic incidence rate was 0.26 episodes per child-year (95% CI, .17–.37). Age ≥6 months, the fall season, and childcare attendance increased disease incidence significantly. Fifty-four of the 180 (30%) infections with linked symptom diaries were symptomatic, with 72% recording vomiting and 48% diarrhea. Prior infection reduced risk of further infections (adjusted hazard ratio, 0.70 [95% CI, .54–.81]) in the study period. Viral loads were higher and viral shedding duration was longer in symptomatic than asymptomatic children. Twenty-three (43%) symptomatic episodes required healthcare, including 6 emergency department presentations and 2 hospitalizations.

Conclusions

Sapovirus infections are common in Australian children aged 6–23 months. Efforts to reduce childhood AGE after the global rollout of rotavirus vaccines should include sapovirus where estimates of its incidence in communities will be crucial.

Keywords: children, diarrhea, ORChID, sapovirus, vomiting


Sapoviruses cause almost 1 infection episode per child-year in Australian children aged <2 years. The incidence increased in children aged 6–23 months. About one-third of sapovirus infections were symptomatic, with vomiting the sole symptom in 52%, and 43% requiring healthcare.


Sapoviruses belong to the genus Sapovirus within the family Caliciviridae, which also includes noroviruses. There are 19 sapovirus genogroups with genogroups GI, GII, GIV, and GV pathogenic for humans [1]. Recently, sapoviruses were recognized as important causes of acute gastroenteritis (AGE) globally, especially in children aged <5 years [2, 3]. Studies in high-income countries (HICs) and low- and middle-income countries (LMICs) have detected sapoviruses in 1%–17% of AGE episodes in children [4]. Case-control studies using molecular-based stool diagnostic platforms to determine attributable incidence report sapoviruses among the top 3 enteropathogens for medically attended AGE, irrespective of healthcare setting (hospital, emergency department [ED], or community clinic), country, or availability of rotavirus vaccines [5–8]. In the United States, population-based surveillance from Nashville, Tennessee (2012–2015) and the Kaiser Permanente Northwest healthcare system (2014–2016) identified sapoviruses in 10%–12% of AGE cases in children aged <5 years, with incident rates of 7–14 per 1000 child-years in those attending outpatient clinics [8, 9]. Until recently, Australian studies were limited to those conducted 20 years ago where sapoviruses were detected in <5% of hospital-presenting and hospitalized children with AGE [10, 11]. However, over the last decade, sapovirus laboratory diagnostics have changed to more sensitive molecular techniques and multipathogen platforms, leading to higher detection rates [12, 13].

While there is increasing knowledge of sapovirus-attributable AGE in children brought to medical attention, less is known about asymptomatic sapovirus infections and those with mild illness not seeking healthcare. Seroprevalence studies report sapovirus antibody rates >90% by either 2 years of age, or in school-aged children, suggesting early life exposure to the virus [1, 14]. An alternative approach to bridging this information gap is to undertake prospective birth cohort studies [15]. However, to date such birth cohort studies have been largely limited to LMICs [5, 16, 17]. The Malnutrition and Enteric Disease (MAL-ED) study conducted in 8 Asian, African, and Latin American sites found sapovirus to have the third-highest attributable incidence for diarrhea in the first year of life and the second-highest attributable incidence in the second year of life. In the first 2 years of life, >90% of children were infected and 60% had sapovirus-associated diarrhea [5, 16], while in a Peruvian birth cohort, 82% of children had at least 1 sapovirus infection by age 2 years [17]. In contrast, community-level data in HICs are limited and focused on healthcare attendance and childcare settings [7–9, 18, 19].

An Australian community-based birth cohort, the Observational Research in Childhood Infectious Diseases (ORChID) study where >90% of participants were vaccinated against rotavirus, found that sapovirus and norovirus were the most common viruses associated with AGE during the first 2 years of life [13]. In this cohort, sapoviruses were first detected at a median age of 14 months, and by age 2 years they were identified in 79% of participants. With this study, we use ORChID data to explore in greater depth the epidemiology of symptomatic and asymptomatic sapovirus infections, including risk factors and healthcare use in Australian children aged <2 years. This will help determine the underlying community burden of sapovirus infections in young children and further inform public health prevention and control measures.

METHODS

The ORChID study was a prospective community-based, healthy birth cohort based in Brisbane, Australia (ClinicalTrials.gov: NCT01304914) [20]. Recruitment occurred over 2 years, from September 2010 to October 2012, and data were collected until October 2014. Participants were enrolled from birth in 2 hospitals (1 public and 1 privately funded). The Human Research Ethics Committees of the Children's Health Queensland Hospital and Health Service, the Royal Brisbane and Women's Hospital (HREC/10/QRBW/125), and The University of Queensland (2010000820) approved the study.

Data Sources and Sample Collection

Parents were trained to collect their child’s weekly diaper stool samples from shortly after birth. They also recorded the daily number of loose stools/vomiting episodes and axillary temperatures >37.5°C in diary symptom cards. In addition, healthcare visits were recorded in a separate illness-burden diary. Both diaries were returned monthly by mail.

Stool swab samples were mailed to the research laboratory, taking a median 3 days (interquartile range [IQR], 2–4 days), where they were processed and stored at −80°C. Study design and data collection details are further described in the Supplementary Methods.

Laboratory Analyses

Swabs were batch-tested for 10 viruses including sapoviruses (genogroups I/II/IV/V combined), using validated real-time polymerase chain reaction (PCR) assays [21] (Supplementary Methods; Supplementary Table 1). Cycle threshold (Ct) values provided semi-quantitative estimates of viral load and Ct values ≤40 defined positive detections (Supplementary Methods; Supplementary Figure 1). Ct values are inversely proportional to the amount of amplified nucleic acid in the sample, where a 3.3-cycle difference represents a 10-fold difference in nucleic acid load [22].

Definitions

Table 1 lists definitions for sapovirus infections, AGE symptoms, and the severity score.

Table 1.

Definitions of Sapovirus Infections, Acute Gastroenteritis Symptoms, and the Severity Score

Term Definition
A new infection If the virus was detected either for the first time or after ≥30 d from the last positive swab
Acute gastroenteritis symptoms ≥3 liquid or looser than normal stools per 24 h or at least 1 vomiting episode
Virus shedding duration The number of weeks from the first to last positive swabs
Symptomatic episode If the positive sample was obtained within 7 d before or after the onset of diarrhea or a vomiting episode
A modified Vesikari score for severity of gastroenteritis Based upon the number and duration of loose stools and vomiting, body temperature, and healthcare visits; a total score <9 was considered mild, 9–10 was judged moderate, and 11–20 was considered severe [23] (Supplementary Table 2)

Statistical Analysis

Frequencies and percentages described categorical variables. Incidence rates (IRs) of new sapovirus infections and the association between predefined risk factors and new sapovirus infections were calculated using mixed-effects Poisson regression models, with child entered as a random effect and models offset by the natural logarithm of child-years at risk. Log-binomial regression was used to investigate associations between sapovirus and other co-detected viruses, and the association between timing of infection (primary vs subsequent) and primary healthcare use. To account for repeated measures within children, robust variance estimates were calculated in both cases using sandwich estimators. Associations between symptomatic episodes and both real-time PCR Ct values and viral shedding duration were compared using mixed-effects linear regression. All multivariable models were adjusted for child age, season of virus detection, childcare attendance, and presence of older children in the household, variables shown previously to be related to virus acquisition in ORChID studies [24, 25]. A Cox proportional hazards model was used to evaluate protection associated with prior sapovirus infections, using the Breslow method for ties [26]. Statistical significance was set at P < .05. Analyses were performed with Stata version 14.2 software (StataCorp, College Station, Texas).

RESULTS

Overall, 158 children provided 11 124 swabs before their second birthday, and 154 returned 87 547 symptom diary-days of observation (78% of the possible maximum) (Supplementary Figure 2). There were 10 820 swabs matched to 82 104 diary-days (Supplementary Figure 3). Table 2 shows that 65% of participants were first-born, 63% had university-educated mothers, and 56% came from the top quartile of household incomes. In total, 129 of 131 (99%) children received 3 doses of the RotaTeq rotavirus vaccine (Merck & Co, Whitehouse Station, New Jersey).

Table 2.

Sociodemographic Characteristics of the Observational Research in Childhood Infectious Diseases (ORChID) Birth Cohort (N = 158)

Characteristic Total, No. (%)
Sex, male 75 (48)
Season of birth
ȃSummer (December–February) 42 (27)
ȃFall (March–May) 30 (19)
ȃWinter (June–August) 43 (27)
ȃSpring (September–November) 43 (27)
ȃVaginal delivery 107 (68)
Gestational age at birth, wk
ȃ36–38 36 (23)
ȃ39–41 122 (77)
First-born child 103 (65)
Maternal education status (n = 157)
ȃUniversity degree 99 (63)
ȃDiploma/certificate 38 (24)
ȃPrimary/secondary school 20 (13)
Mode of feeding (n = 147)
ȃExclusive breastfeeding until age 4 mo 83 (57)
Gross annual incomea (n = 155)
ȃQuartile 1 (lowest) 0 (0)
ȃQuartile 2 17 (11)
ȃQuartile 3 52 (34)
ȃQuartile 4 (highest) 86 (56)
Childcare attendance at 6 mob (n = 133)
ȃNo childcare 102 (77)
ȃInformal childcare only 14 (10)
ȃFormal childcare 17 (13)
Childcare attendance at 12 mob (n = 116)
ȃNo childcare 44 (38)
ȃInformal childcare only 21 (18)
ȃFormal childcare 51 (44)
Childcare attendance at 18 mob (n = 108)
ȃNo childcare 16 (15)
ȃInformal childcare only 23 (21)
ȃFormal childcare 69 (64)
Childcare attendance at 23 mob (n = 103)
ȃNo childcare 17 (17)
ȃInformal childcare only 18 (17)
ȃFormal childcare 68 (66)
ȃFull rotavirus vaccination by 32 wk of age (n = 131)c 129 (99)

Income categories based upon Australian Bureau of Statistics income quartiles (Quartile 1: <$26 000; Quartile 2: $26 000–$67 499; Quartile 3: $67 500–$114 999; Quartile 4: >$115 000 in Australian dollars, 2010–2012.

Formal childcare was defined as outside homecare from a regulated childcare service, while informal care comprised nonregulated care by relatives, friends, or neighbors. In Australia, childcare centers are open year-round, and are only closed on public holidays and for the Christmas–New Year period.

Twenty-seven participants left the cohort before reaching the 32-week time limit to complete rotavirus vaccination by the government-funded RotaTeq vaccine (Merck, Whitehouse Station, New Jersey).

Sapovirus Detection and Co-detection Episodes

Sapovirus was detected in 459 swabs, of which 192 were new infections in 96 children. Subsequent infections were common, with 58 children having ≥2 infections and 11 children having 4 distinct infections (Supplementary Table 3). The median shedding duration was 2 weeks (IQR 1–3 weeks) (Supplementary Table 4). Co-detection with other viruses was found in 312 swabs, with wild-type rotavirus more likely to be detected when sapovirus (adjusted relative risk [aRR], 3.02 [95% confidence interval {CI}, 1.21–7.57]) was present rather than absent. Similarly, non–group F adenoviruses, enteroviruses, and parechovirus A were positively associated with sapovirus detection (Supplementary Table 5). In contrast, noroviruses were less likely to be co-detected with sapoviruses (aRR, 0.43 [95% CI, .24–.76]).

The overall IR of sapovirus in the first 2 years of life was 0.89 infections per child-year (95% CI, .76–1.05). The IR for symptomatic episodes was 0.26 (95% CI, .17–.37) cases per child-year peaking in children aged 6–17 months (Figure 1; Supplementary Table 6; Supplementary Figure 4). Sapovirus infections occurred year-round, but were most likely detected in the fall season (March–May; adjusted incidence rate ratio [aIRR], 1.6 [95% CI, 1.1–2.2] compared with the summer season) (Supplementary Figure 5; Supplementary Table 7) and when aged ≥6 months (aIRR, 2.8 [95% CI, 1.5–5.1]) and with formal childcare attendance compared with children cared for at home (aIRR, 3.2 [95% CI, 2.1–4.8]) (Figure 1; Supplementary Table 7).

Figure 1.

Figure 1.

Monthly trend of incidence rates (with 95% confidence interval) of all sapovirus infections and symptomatic episodes. Point estimates and error bars are offset for clarity.

Sapovirus-Associated Symptoms, Virus Shedding Characteristics, and Healthcare Contact

Of 192 new infections, 180 (94%) were linked to symptom diaries, with 54 of 180 (30%) reporting any symptoms, including vomiting, diarrhea, and/or fever. Of the 54 symptomatic episodes, 15 (28%) were associated with diarrhea alone, 28 (52%) with vomiting alone, and 11 (20%) with both diarrhea and vomiting (Supplementary Figure 4). Fever was observed in 10 (19%) sapovirus AGE episodes. The number of vomiting events per episode ranged from 1 to 15, with 11 of 39 (28%) vomiting episodes consisting of a single vomit. The median duration of vomiting was 1 day (IQR, 1–3 days) (Table 3). Sapovirus was detected in 11% of AGE episodes and symptom severity was similar to that associated with other common enteric viral pathogens except for astrovirus where symptoms were of a milder nature (Table 3).

Table 3.

Assessment of Disease Severity of Sapovirus and 5 Other Commonly Recognized Enteric Viral Pathogens

Variable Sapovirus
(n = 54)
Adenovirus (40/41)
(n = 14)
Astrovirus
(n = 19)
Norovirus Genogroup I
(n = 6) [27]
Norovirus Genogroup II
(n = 75) [27]
Wild-Type Rotavirus
(n = 6)
Highest daily number of loose stools 4 (3–5) 4 (3–6) 4 (3–5) 4 (4–4) 4 (3–4) 3 (3–6)
Duration of diarrhea, d 5 (2–7) 3 (1–4) 2 (1–5) 3 (3–3) 4 (2–6) 2 (1–3)
Highest daily number of vomiting episodesa 2 (1–3) 3 (1–4) 1 (1–2) 2 (1–2) 2 (1–4) 3 (2–4)
Duration of vomiting, d 1 (1–3) 2 (1–6) 1 (1–2) 1 (1–1) 2 (1–3) 2 (2–3)
Modified Vesikari Score [23] 6 (4–8) 8 (4–9) 3 (2–7) 4 (3–5) 5 (4–8) 6 (5–8)
ȃMild (1–8) 45 (83%) 8 (57%) 18 (95%) 6 (100%) 60 (80%) 4 (66%)
ȃModerate (9–10) 5 (10%) 5 (36%) 1 (5%) 0 (0%) 9 (12%) 1 (17%)
ȃSevere (11–20) 4 (7%) 1 (7%) 0 (0%) 0 (0%) 6 (8%) 1 (17%)

Data are presented as median (interquartile range) or No. (%). The Mann-Whitney test was used to compare the sapovirus symptom severity scores with the corresponding scores for each of the other 5 viruses. All comparisons were not statistically significant except for the median scores of the duration of diarrhea (P = .007), highest daily number of vomiting episodes (P = .04), and the modified Vesikari score (P = .01) for astrovirus.

Episodes with “0 vomits” were excluded from the analysis.

Overall, 23 of 54 (43%) symptomatic episodes (17% with diarrhea, 52% with vomiting as the only symptom) led to at least 1 healthcare visit, with 6 children attending the ED, 2 of whom were hospitalized (Table 4). Both hospitalized children had diarrhea for 1 week; 1 was 13 months of age and the other 18 months of age. There were 4 episodes defined as severe (Table 3), and all led to healthcare attendances.

Table 4.

Healthcare-Seeking Behavior by Sapovirus (n = 180 Sapovirus Infections From 154 Children, 10 820 Swabs)

Characteristic Symptomatic Episodes Any Healthcare Contacta Primary Care Visits ED Presentation Only Hospitalization Risk Ratiob
(95% CI)
P Value
Healthcare-seeking behavior
ȃSapovirus infections (n = 180) 54 23 (43) 20 (37) 4 (7) 2 (4) …
Healthcare-seeking behavior by primary and subsequent infections
ȃPrimary infection (n = 88) 35 15 (43) 12 (34) 3 (9) 1 (3) 0.98 (.56–1.70) .95
ȃSubsequent infections (n = 92) 19 8 (42) 8 (42) 1 (5) 1 (5) Reference

Data are presented as No. (%) unless otherwise indicated.

Abbreviations: CI, confidence interval; ED, emergency department.

Healthcare visits were not mutually exclusive categories as a child may have >1 encounter in different settings during a single episode.

Adjusted risk ratio of seeking healthcare with primary infection compared to subsequent infections using a log-binomial model, adjusted for child age, season, childcare attendance, and older children in the household.

Viral loads were significantly higher (lower Ct values) in symptomatic than asymptomatic infections (mean [standard deviation {SD}] Ct values, 25.10 [4.85] vs 27.95 [5.59]; mean difference, 2.86 [95% CI, 1.09–4.36]). Symptomatic children also shed sapoviruses for significantly longer periods than asymptomatic children (mean [SD] duration [weeks], 2.8 [1.6] vs 2.3 [1.4]; mean difference, 0.6 [95% CI, .1–1.1] weeks; Supplementary Table 8).

Previous sapovirus infections had a significant negative association with the incidence of subsequent infections (adjusted hazard ratio [aHR], 0.70 [95% CI, .54–.81]). The negative effect size was greater for children with at least 2 prior infections compared to those without a previous sapovirus infection (aHR, 0.47 [95% CI, .31–.72]) (Supplementary Table 9). Furthermore, children with prior sapovirus infections were significantly less likely to develop symptoms than those experiencing their first infection (19/92 [21%] vs 35/88 [40%] episodes, respectively; aRR, 0.46 [95% CI, .34–.61]). However, when symptoms were present in either primary or subsequent infections, healthcare encounters remained similar (Table 4). Viral shedding duration was significantly shorter in those with previous than primary infections, irrespective of symptoms (mean [SD] duration [weeks], 2.0 [1.2] vs 2.8 [1.6]; mean difference, 0.6 [95% CI, .4–.8] weeks) (Supplementary Table 10).

DISCUSSION

This is the first community-based longitudinal birth cohort study to describe the epidemiology of sapovirus infections during the first 2 years of life in an HIC with an established rotavirus vaccine program [28]. The IR we observed (0.89 infections per child-year) was similar to estimates from a recent Peruvian birth cohort study (0.94 infections per child-year) [17]. Although our IR for symptomatic episodes (0.26 cases per child-year) exceeded that reported from Nicaragua (0.13 cases per child-year) [29] for the same age group, it was lower than reported from Peru (0.52 cases per child-year) [17] and the MAL-ED study (0.47 cases per child-year) [16].

Unlike other birth cohort studies, the ORChID study maximized the chances of capturing sapovirus infections by parents collecting regular weekly stool samples. In the Nicaraguan study of 444 children, fieldworkers collected monthly routine stool samples and at times of an AGE illness, which included vomiting and/or diarrhea [29]. Similarly in the MAL-ED study, fieldworkers visited 1715 children twice weekly and collected stool samples whenever there were diarrheal symptoms, as well as routinely each month from ages 1 to 12 months, then every 3 months until 24 months of age [16]. In Peru, 100 children were followed until 2 years of age and stool samples collected during diarrheal episodes and every 3 months [17]. In a subset of 47 children with 67 sapovirus infections from this cohort, 440 weekly stool samples were collected and the median duration of sapovirus shedding was 18.5 days (IQR, 12.5–23.5 days), similar to our findings. It is possible these LMIC studies may not have detected all symptomatic episodes when isolated vomiting did not trigger a stool sample. Similarly, with virus shedding duration usually ≤4 weeks, asymptomatic infections may also have been missed as all 3 LMIC cohorts reported asymptomatic sapovirus infections in less than half of their identified cases [16, 17, 29].

Consistent with these birth-cohort studies [16, 17, 29], we found that children aged ≥6 months were at greatest risk of sapovirus infections, possibly reflecting the protective role of passively acquired maternal antibodies early in life [30]. As with the MAL-ED study, we found that the IR for symptomatic episodes peaked between 6 and 17 months of age [16]. In addition to age, attending formal childcare was an independent risk factor for sapovirus infections. This supports a study of Danish childcare centers that found 21% of attendees shedding sapoviruses, suggesting that children attending childcare centers may act as reservoirs for virus transmission [19]. Although sapoviruses were detected year-round, numbers in the ORChID cohort peaked each fall season. Such distinct seasonality is not a universal finding. Seasonal peaks have been reported in Spain in the fall and late winter/early spring [31], in winter and spring in the Netherlands [32], and in summer in Japan [33], but with little evidence of seasonality in the United States [8, 9].

Although the possibility for virus–virus interactions is widely recognized, their exact nature and consequences are still not fully understood. Coinfections are more frequently thought of as viruses from different viral families producing simultaneous infection [34]. In agreement with recent studies [16, 34], our data found a high risk of coinfection with different enteric viruses in children infected with sapovirus. Among these enteric viruses, rotavirus posed the highest risk of sapovirus coinfection, which is consistent with the MAL-ED study [16]. In contrast, we observed a negative association between sapovirus and norovirus infections. A similar trend for this negative association was reported in an AGE outbreak in Finland, where 72% of the collected samples were positive for at least 2 enteric viruses; however, there were no cases where >1 type of calicivirus was present [35].

In the ORChID cohort symptomatic sapovirus episodes were detected in just 30% of all infections. In our study, 72% of the symptomatic episodes included vomiting, while 48% had diarrhea. In several community-based studies, 23%–90% of symptomatic episodes have vomiting as a symptom [18, 29, 36, 37] compared to the 72% we observed. This variation may be due to differences in how symptomatic cases were identified, as vomiting as a sole symptom was not always adopted as a diagnostic criterion for AGE episodes. It seems that young children with sapovirus and norovirus are more likely to have a symptom profile of a vomiting-only illness than those infected with other enteric viruses [8, 27, 37, 38]. This is supported by our results where we found that 52% of symptomatic sapovirus episodes were associated with vomiting as a sole symptom.

Children with symptomatic episodes had almost 10-fold higher viral loads [22] and shed sapoviruses for about 4 days longer than those with asymptomatic infections. Nevertheless, those with asymptomatic infections can also excrete large quantities of virus (106–109 viral copies per gram of stool) [39], and children with asymptomatic infections might contribute to transmission and outbreaks in the community [19, 39].

Overall, 43% of symptomatic sapovirus episodes resulted in healthcare visits and 7% of all symptomatic cases were defined as severe. However, those with prior infections had a 54% lower risk of developing symptoms than those experiencing a primary infection and shed the virus for slightly shorter periods. Nonetheless, if symptoms occurred there was no difference in healthcare encounters between children with primary and subsequent infections.

An outpatient study of AGE in Spain reported highest case numbers of sapovirus at the extremes of age, suggesting that infections in childhood may provide some protection against infections later in life, only to decline with aging [31]. Although in our cohort reinfections were common, our data suggest that children with at least 2 sapovirus infections have a 53% reduction in the hazard of subsequent infection. The Peruvian birth cohort study sequenced almost two-thirds of their sapovirus-positive samples [17]. In a subset of children with multiple infections, 51% were reinfected with strains from the same genogroup, while just 9% were reinfected with the same genotype, suggesting predominantly genotype-specific protective immunity. A recent Nicaraguan birth cohort study found a 69% reduction in hazard against repeat symptomatic episodes following a first symptomatic sapovirus episode [40], while 2 sapovirus infections reduced the hazard of further infections by 31% in MAL-ED participants [16]. More research is needed to determine the extent to which reinfection with a specific genotype provides cross-protection against symptomatic infection with other genotypes or genogroups.

The strengths of the ORChID study are its prospective design, which allowed us to investigate the epidemiology of both asymptomatic and symptomatic sapovirus infections using high-density symptom recording and weekly stool samples. We also included vomiting-only cases in our definition of a symptomatic episode. However, there are important limitations. We did not differentiate between genogroups or genotypes of sapoviruses. Hence, we were unable to investigate whether some sapovirus strains provide homotypic or heterotypic protection in children. We also used Ct values, which only provide semi-quantitative estimates of viral loads. The overall IR estimate may be slightly underestimated as swabs were less likely to be returned as the child aged, which is also when sapovirus incidence was higher. Finally, as often occurs with intense studies of this nature, generalizability of our results may be limited to similar household income, educational, and climatic settings.

In conclusion, in the first 2 years of life there is a high incidence of sapovirus infections among Australian children aged >6 months. Sapoviruses were associated with childcare and fall season peaks. Only 30% were symptomatic of whom 52% had vomiting as their only symptom, while 43% of symptomatic cases led to healthcare visits. Repeat infections are common, but cumulatively reduce the risk of further infections. Although children with asymptomatic infections shed lower virus loads for shorter periods, they may be important reservoirs for sapovirus transmission. Our results suggest that sapoviruses, like noroviruses from the same cohort [27], are leading causes of gastrointestinal infections in Australian children <2 years of age. To maximize capturing symptomatic cases, future studies should include vomiting-only episodes as part of their case definitions. Preventive measures like those recommended for norovirus of hand and environmental hygiene and avoiding contact with ill people may help decrease disease transmission. In the future, vaccines against sapovirus, either alone or combined with norovirus, could contribute to reducing the overall burden of childhood AGE, potentially providing indirect protection in older age groups. Estimates of sapovirus incidence in communities, particularly among children, remain critical for future vaccine development and public health policies.

Supplementary Data

Supplementary materials are available at Clinical Infectious Diseases online. Consisting of data provided by the authors to benefit the reader, the posted materials are not copyedited and are the sole responsibility of the authors, so questions or comments should be addressed to the corresponding author.

Notes

Acknowledgments. A. E. is a recipient of Higher Degree Research Scholarships from the Australian Government Research Training Program.

Data sharing. The data that support the findings of this study are available on reasonable request from the corresponding author. The data are not publicly available because they include information that could compromise the privacy of research participants.

Financial support. This study was supported by an Australian National Health and Medical Research Council (NHMRC) project grant (grant number GNT615700) and a program grant from the Children's Hospital Foundation Queensland (CHFQ) (grant number 5006) under Children's Hospital Foundation, Australia. S. B. L. was the recipient of an NHMRC Early Career Fellowship and a CHFQ Mid-Career Fellowship. These funding bodies had no role in study design; in the collection, analysis, and interpretation of data; in the writing of the report; and in the decision to submit the article for publication.

Supplementary Material

ciac861_Supplementary_Data

Contributor Information

Asmaa El-Heneidy, School of Medicine and Dentistry and Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, Australia.

Robert S Ware, School of Medicine and Dentistry and Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, Australia.

Stephen B Lambert, UQ Centre for Clinical Research, The University of Queensland, Herston, Australia; National Centre for Immunisation Research and Surveillance of Vaccine Preventable Diseases, Westmead, New South Wales, Australia.

Keith Grimwood, School of Medicine and Dentistry and Menzies Health Institute Queensland, Griffith University, Gold Coast, Queensland, Australia; Departments of Paediatrics and Infectious Diseases, Gold Coast Health, Gold Coast, Queensland, Australia.

References

  • 1. Oka T, Wang Q, Katayama K, Saif LJ. Comprehensive review of human sapoviruses. Clin Microbiol Rev 2015; 28:32–53. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2. Baker JM, Hasso-Agopsowicz M, Pitzer VE, et al. Association of enteropathogen detection with diarrhoea by age and high versus low child mortality settings: a systematic review and meta-analysis. Lancet Glob Health 2021; 9:e1402–10. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3. Valcarce MD, Kambhampati AK, Calderwood LE, Hall AJ, Mirza SA, Vinjé J. Global distribution of sporadic sapovirus infections: a systematic review and meta-analysis. PLoS One 2021; 16:e0255436. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4. Becker-Dreps S, Gonzalez F, Bucardo F. Sapovirus: an emerging cause of childhood diarrhea. Curr Opin Infect Dis 2020; 33:388–97. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5. Platts-Mills JA, Liu J, Rogawski ET, et al. Use of quantitative molecular diagnostic methods to assess the aetiology, burden, and clinical characteristics of diarrhoea in children in low-resource settings: a reanalysis of the MAL-ED cohort study. Lancet Glob Health 2018; 6:e1309–18. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6. Ballard SB, Requena D, Mayta H, et al. Enteropathogen changes after rotavirus vaccine scale-up. Pediatrics 2022; 149:2020049884. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Hassan F, Kanwar N, Harrison CJ, et al. Viral etiology of acute gastroenteritis in <2-year-old US children in the post-rotavirus vaccine era. J Pediatric Infect Dis Soc 2019; 8: 414–21. [DOI] [PubMed] [Google Scholar]
  • 8. Halasa N, Piya B, Stewart LS, et al. The changing landscape of pediatric viral enteropathogens in the post-rotavirus vaccine era. Clin Infect Dis 2021; 72:576–85. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9. Burke RM, Mattison CP, Marsh Z, et al. Norovirus and other viral causes of medically attended acute gastroenteritis across the age spectrum: results from the medically attended acute gastroenteritis study in the United States. Clin Infect Dis 2021; 73:e913–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10. Kirkwood CD, Clark R, Bogdanovic-Sakran N, Bishop RF. A 5-year study of the prevalence and genetic diversity of human caliciviruses associated with sporadic cases of acute gastroenteritis in young children admitted to hospital in Melbourne, Australia (1998–2002). J Med Virol 2005; 77:96–101. [DOI] [PubMed] [Google Scholar]
  • 11. Hansman GS, Takeda N, Katayama K, et al. Genetic diversity of sapovirus in children, Australia. Emerg Infect Dis 2006; 12:141–3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12. Liu J, Gratz J, Amour C, et al. A laboratory-developed TaqMan array card for simultaneous detection of 19 enteropathogens. J Clin Microbiol 2013; 51:472–80. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13. Mihala G, Grimwood K, Lambert SB, Ware RS. The initial timing and burden of viral gastrointestinal infections in Australian infants: a birth cohort study. J Pediatr Gastroenterol Nutr 2022; 74:e27–30. [DOI] [PubMed] [Google Scholar]
  • 14. Farkas T, Deng X, Ruiz-Palacios G, Morrow A, Jiang X. Development of an enzyme immunoassay for detection of sapovirus-specific antibodies and its application in a study of seroprevalence in children. J Clin Microbiol 2006; 44:3674–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15. Lopman B, Kang G. In praise of birth cohorts: norovirus infection, disease, and immunity. Clin Infect Dis 2014; 58:492–4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16. Rouhani S, Peñataro Yori P, Paredes Olortegui M, et al. The epidemiology of sapovirus in the etiology, risk factors, and interactions of enteric infection and malnutrition and the consequences for child health and development (MAL-ED) study: evidence of protection following natural infection. Clin Infect Dis 2022; 75:1334–41. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17. Sanchez GJ, Mayta H, Pajuelo MJ, et al. Epidemiology of sapovirus infections in a birth cohort in Peru. Clin Infect Dis 2018; 66:1858–63. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18. Rockx B, de Witt M, Vennema H, et al. Natural history of human calicivirus infection: a prospective cohort study. Clin Infect Dis 2002; 35:246–53. [DOI] [PubMed] [Google Scholar]
  • 19. Jensen BH, Jokelainen P, Nielsen ACY, et al. Children attending day care centers are a year-round reservoir of gastrointestinal viruses. Sci Rep 2019; 9:3286. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20. Lambert SB, Ware RS, Cook AL, et al. Observational Research in Childhood Infectious Diseases (ORChID): a dynamic birth cohort study. BMJ Open 2012; 2:e002134. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21. Gustavsson L, Westin J, Andersson LM, Lindh M. Rectal swabs can be used for diagnosis of viral gastroenteritis with a multiple real-time PCR assay. J Clin Virol 2011; 51:275–8. [DOI] [PubMed] [Google Scholar]
  • 22. Al Bayat S, Mundodan J, Hasnain S, et al. Can the cycle threshold (Ct) value of RT-PCR test for SARS CoV2 predict infectivity among close contacts? J Infect Public Health 2021; 14:1201–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23. Schnadower D, Tarr PI, Gorelick MH, et al. Validation of the modified Vesikari score in children with gastroenteritis in 5 US emergency departments. J Pediatr Gastroenterol Nutr 2013; 57:514–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24. Sarna M, Lambert SB, Sloots TP, et al. Viruses causing lower respiratory symptoms in young children: findings from the ORChID birth cohort. Thorax 2018; 73:969–79. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25. Mihala G, Ware RS, Lambert SB, et al. Potentially pathogenic organisms in stools and their association with acute diarrheal illness in children aged <2 years. J Pediatric Infect Dis Soc 2022; 11:199–206. [DOI] [PubMed] [Google Scholar]
  • 26. Gladstone BP, Ramani S, Mukhopadhya I, et al. Protective effect of natural rotavirus infection in an Indian birth cohort. N Engl J Med 2011; 365:337–46. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27. El-Heneidy A, Grimwood K, Mihala G, Lambert SB, Ware RS. Epidemiology of norovirus in the first 2-years of life in an Australian community-based birth cohort. Pediatr Infect Dis J 2022; 41:878–84. [DOI] [PubMed] [Google Scholar]
  • 28. Buttery JP, Lambert SB, Grimwood K, et al. Reduction in rotavirus associated acute gastroenteritis following introduction of rotavirus vaccine into Australia's National childhood vaccine schedule. Pediatr Infect Dis J 2011; 30(1 Suppl):S25–9. [DOI] [PubMed] [Google Scholar]
  • 29. Vielot NA, González F, Reyes Y, et al. Risk factors and clinical profile of sapovirus-associated acute gastroenteritis in early childhood: a Nicaraguan birth cohort study. Pediatr Infect Dis J 2021; 40:220–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30. Santos FS, Santos FCS, dos Santos LH, Leite AM, de Mello DF. Breastfeeding and protection against diarrhea: an integrative review of literature. Einstein (Sao Paulo) 2015; 13:435–40. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31. Varela MF, Rivadulla E, Lema A, Romalde JL. Human sapoviruses among outpatients with acute gastroenteritis in Spain: a one-year study. Viruses 2019; 11:144. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32. Hineusinkveld M, Mughini-Gras L, Pijnacker R, et al. Potential causative agents of acute gastroenteritis in households with preschool children; prevalence, risk factors, clinical relevance and household transmission. Eur J Clin Microbiol Infect Dis 2016; 35:1691–700. [DOI] [PubMed] [Google Scholar]
  • 33. Yoneda M, Nakano M, Sugimoto D, et al. Epidemiological characteristics of sapovirus and human astrovirus detected among children in Nara Prefecture, Japan, during 2009/2010–2014/2015 seasons. Jpn J Infect Dis 2017; 70:87–91. [DOI] [PubMed] [Google Scholar]
  • 34. Makimaa H, Ingle H, Baldridge MT. Enteric viral co-infections: pathogenesis and perspective. Viruses 2020; 12:904. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35. Räsänen S, Lappalainen S, Kaikkonen S, Hämäläinen M, Salminen M, Vesikari T. Mixed viral infections causing acute gastroenteritis in children in a waterborne outbreak. Epidemiol Infect 2010; 138:1227–34. [DOI] [PubMed] [Google Scholar]
  • 36. Shioda K, Cosmas L, Audi A, et al. Population-based incidence rates of diarrheal disease associated with norovirus, sapovirus, and astrovirus in Kenya. PLoS One 2016; 11:e0145943. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37. Chhabra P, Payne DC, Szilagyi PG, et al. Etiology of viral gastroenteritis in children <5 years of age in the United States, 2008–2009. J Infect Dis 2013; 208:790–800. [DOI] [PubMed] [Google Scholar]
  • 38. Tarr GAM, Downey E, Pang XL, et al. Clinical profiles of childhood astrovirus-, sapovirus-, and norovirus-associated acute gastroenteritis in pediatric emergency departments in Alberta, 2014–2018. J Infect Dis 2022; 225:723–32. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39. Yamashita Y, Ootsuka Y, Kondo R, et al. Molecular characterization of sapovirus detected in a gastroenteritis outbreak at a wedding hall. J Med Virol 2010; 82:720–6. [DOI] [PubMed] [Google Scholar]
  • 40. Vielot NA, Reyes Y, Blette B, et al. First episodes of norovirus and sapovirus gastroenteritis protect against subsequent episodes in a Nicaraguan birth cohort. Epidemiology 2022; 33:650–3. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

ciac861_Supplementary_Data

Articles from Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America are provided here courtesy of Oxford University Press

RESOURCES