We compared rotavirus detection rates in children with acute gastroenteritis (AGE) and in healthy controls using enzyme immunoassays (EIAs) and semiquantitative real-time reverse transcription PCR (qRT-PCR). We calculated rotavirus vaccine effectiveness using different laboratory-based case definitions to determine which best identified the proportion of disease that was vaccine preventable. Of 648 AGE patients, 158 (24%) were EIA positive, and 157 were also qRT-PCR positive. An additional 65 (10%) were qRT-PCR positive but EIA negative. Of 500 healthy controls, 1 was EIA positive and 24 (5%) were qRT-PCR positive. Rotavirus vaccine was highly effective (84% [95% CI 71%–91%]) in EIA-positive children but offered no significant protection (14% [95% CI −105% to 64%]) in EIA-negative children for whom virus was detected by qRT-PCR alone. Children with rotavirus detected by qRT-PCR but not by EIA were not protected by vaccination, suggesting that rotavirus detected by qRT-PCR alone might not be causally associated with AGE in all patients.
Commercially available enzyme immunoassays (EIAs) traditionally have been used to detect rotavirus in children who have acute gastroenteritis (AGE). The rate of rotavirus detection is higher with EIAs than with conventional and semiquantitative real-time reverse transcription PCRs (qRT-PCRs) (
Two rotavirus vaccines (RotaTeq [RV5], Merck, West Point, PA, USA, and Rotarix [RV1] GSK Biologicals, Rixensart, Belgium) are recommended for use worldwide (
Fecal specimens were collected through active surveillance conducted at 3 New Vaccine Surveillance Network sites in the United States (Rochester, NY; Cincinnati, OH; Nashville, TN) year-round during October 2008–October 2009, as described (
Fecal specimens were tested for rotavirus by EIA and qRT-PCR. EIA (Premier Rotaclone, Meridian Bioscience, Inc., Cincinnati, OH, USA) testing was done at each study site, and then specimens were frozen and shipped to the Centers for Disease Control and Prevention (CDC, Atlanta, GA, USA) for further testing. All specimens were retested by EIA (Premier Rotaclone, Meridian Bioscience, Inc.) at CDC. If any EIA result, whether obtained at the study site or at CDC, was positive, then the specimen was classified as rotavirus positive. After preparation of a 10% (vol/vol) suspension of each fecal specimen in phosphate-buffered saline, suspensions were clarified by centrifugation at 3,000 rpm for 10 min. A 100-µL volume of clarified supernatant was added to 300 µL of MagNA Pure LC Total Nucleic Acid Isolation Kit Lysis/Binding Buffer (Roche Applied Science, Indianapolis, IN, USA) to lyse the virus and release nucleic acid. RNA was extracted by using the MagNA Pure 96 Cellular RNA Large Volume Kit (Roche Applied Science) and Cellular RNA LV protocol on the automated MagNA Pure 96 instrument (Roche Applied Science) in accordance with the manufacturer’s protocols. The extracted RNA was eluted in 100 µL of elution buffer and stored at −80°C until qRT-PCR testing. RNA was tested for rotavirus by using the NSP3 qRT-PCR designed by Freeman et al. (
We included in the analysis only children who had sufficient sample volumes for complete testing by EIA and qRT-PCR. Healthy children who were enrolled during a vaccination visit and who had a vaccine strain detected in their feces were excluded from the analyses. We compared sociodemographic characteristics, rotavirus detection rates, and Ct values by using χ2 statistics for categorical variables and Wilcoxon rank-sum tests for continuous variables.
We calculated vaccine effectiveness using the formula (1 – odds ratio for vaccination) ×100 for children
Of the 1,145 children whose illnesses met the case definition for AGE during the study period, 815 (71%) had a specimen collected and tested by EIA as part of the surveillance platform (
Flowchart of children enrolled in a study of the use of diagnostic assays for rotavirus in children with acute gastroenteritis, 3 New Vaccine Surveillance Network sites (USA), October 2008–October 2009.
Of the 817 children enrolled as healthy controls, 518 (63%) had a fecal specimen that was tested by EIA and qRT-PCR. Of these, 18 (3%) were enrolled at an immunization visit and had vaccine virus detected in their feces, and they were excluded from further analysis. A total of 500 healthy control children were included in the analysis. Compared with children who had AGE (rotavirus positive or negative by EIA), healthy controls were more likely to be black, fully vaccinated, and have public insurance and less likely to have been breast-fed, attend day care, and have had a specimen collected during January–June. Healthy controls were younger than children positive for rotavirus by EIA and similar in age to children negative for rotavirus by EIA (
| Characteristic | Children with AGE | Healthy controls | |||||
|---|---|---|---|---|---|---|---|
| Rotavirus EIA+, n = 158 | Rotavirus EIA–, n = 490 | p value† | All, n = 500 | p value‡ | p value§ | ||
| Median age, mo (IQR) | 23 (13–30) | 12 (5–23) | <0.001 | 12 (4–20) | <0.001 | 0.14 | |
| Race | 0.04 | <0.001 | <0.001 | ||||
| White | 74 (47) | 177 (36) | 113 (23) | ||||
| Black | 45 (28) | 196 (40) | 293 (59) | ||||
| Asian | 1 (1) | 6 (1) | 7 (1) | ||||
| Other | 38 (24) | 111 (23) | 84 (17) | ||||
| Unknown | 0 | 0 | 3 (1) | ||||
| Hispanic ethnicity | 27 (17) | 95 (19) | 0.56 | 74 (15) | 0.48 | 0.07 | |
| Premature birth | 14 (9) | 53 (11) | 0.47 | 51 (10) | 0.61 | 0.74 | |
| Ever breast-fed | 110 (70) | 310 (63) | 0.16 | 286 (57) | 0.006 | 0.04 | |
| Attended day care | 55 (35) | 150 (31) | 0.28 | 88 (18) | <0.001 | <0.001 | |
| No. doses rotavirus vaccine received | <0.001 | <0.001 | 0.02 | ||||
| 0 | 105 (66) | 171 (34) | 178 (36) | ||||
| 1 | 9 (6) | 57 (12) | 53 (11) | ||||
| 2 | 8 (5) | 72 (15) | 74 (15) | ||||
| 3 | 22 (14) | 164 (34) | 187 (37) | ||||
| Ineligible | 8 (5) | 15 (3) | 6 (1) | ||||
| Unknown | 6 (4) | 10 (2) | 1 (0) | ||||
| Data missing | 0 | 1 (0) | 1 (0) | ||||
| Insurance status | 0.01 | <0.001 | <0.001 | ||||
| Public | 86 (54) | 335 (68) | 430 (86) | ||||
| Private | 58 (37) | 117 (24) | 49 (10) | ||||
| Public and private | 3 (2) | 14 (3) | 6 (1) | ||||
| None | 10 (6) | 23 (5) | 14 (3) | ||||
| Unknown | 1 (1) | 1 (0) | 1 (0) | ||||
| Maternal education | 0.33 | 0.07 | 0.48 | ||||
| Less than high school | 44 (28) | 134 (27) | 141 (28) | ||||
| High school | 40 (25) | 153 (31) | 170 (34) | ||||
| More than high school | 74 (47) | 203 (41) | 189 (38) | ||||
| Age of other child in household | |||||||
| <6 mo | 12 (8) | 18 (4) | 0.04 | 26 (5) | 0.26 | 0.24 | |
| 6–23 mo | 23 (15) | 50 (10) | 0.13 | 67 (13) | 0.71 | 0.12 | |
| 2–4 y | 51 (32) | 145 (30) | 0.52 | 153 (31) | 0.69 | 0.73 | |
| <5 y | 74 (47) | 190 (39) | 0.07 | 214 (43) | 0.37 | 0.20 | |
| Season specimen collected | <0.001 | <0.001 | 0.01 | ||||
| January–June | 141 (89) | 347 (71) | 316 (63) | ||||
| July–December | 17 (11) | 143 (29) | 183 (37) | ||||
| Study site | 0.34 | 0.13 | 0.72 | ||||
| Nashville, TN | 39 (25) | 149 (30) | 163 (33) | ||||
| Rochester, NY | 54 (34) | 146 (30) | 140 (28) | ||||
| Cincinnati, OH | 65 (41) | 195 (40) | 197 (39) | ||||
*Values are no. (%) except as indicated. AGE, acute gastroenteritis; EIA, enzyme immunoassay; +, positive; −, negative; IQR, interquartile range. †Children with specimens positive vs. negative for rotavirus by EIA. ‡Children with specimens positive for rotavirus by EIA vs. healthy children. §Children with specimens negative for rotavirus by EIA vs. healthy children.
For the 158 specimens from children with AGE whose specimens tested positive for rotavirus by EIA, the median Ct value was 18 (range 11–40;
Frequency distribution of Ct values for specimens in which rotavirus was detected by qRT-PCR, 3 New Vaccine Surveillance Network sites (USA), October 2008–October 2009. For 1 (1%) acute gastroenteritis EIA+ specimen, 425 (87%) acute gastroenteritis EIA− specimens, and 476 (95%) healthy control specimens, no virus was detected by qRT-PCR. Ct, cycle threshold; qRT-PCR, semiquantitative reverse transcription PCR; EIA, enzyme immunoassay; +, positive; −, negative. Black bars indicate acute gastroenteritis patients with EIA+ specimens, n = 157; gray bars indicate acute gastroenteritis patients with EIA− specimens, n = 65; white bars indicate healthy controls, n = 24.
| Laboratory result | Children with AGE | Healthy controls | |||||
|---|---|---|---|---|---|---|---|
| Rotavirus EIA+, n = 158 | Rotavirus EIA–, n = 490 | p value† | All, n = 500 | p value‡ | p value§ | ||
| Virus detected by qRT-PCR | 157 (99) | 65 (13) | <0.001 | 24 (5) | <0.001 | <0.001 | |
| Of those with virus detected | |||||||
| Median Ct value (range) | 18 (11–40) | 36 (23–45) | <0.001 | 32 (21–44) | <0.001 | 0.02 | |
| G and P type determined | 155 (99) | 8 (12) | <0.001 | 12 (50) | <0.001 | <0.001 | |
| Vaccine strain detected | 1 (1) | 0 | 0.52 | 11 (46) | <0.001 | <0.001 | |
*Values are no. (%) except as indicated. AGE, acute gastroenteritis; EIA, enzyme immunoassay; +, positive; −, negative; qRT-PCR, semiquantitative reverse transcription PCR; Ct, cycle threshold. †Children with specimens that are EIA+ vs. EIA− for rotavirus. ‡Children with specimens EIA+ for rotavirus vs. healthy children. §Children with specimens EIA− for rotavirus vs. healthy children.
No vaccine strains were detected among children with AGE whose specimens tested negative for rotavirus by EIA but positive by qRT-PCR. Wild-type rotavirus strains were detected in 8 (12%) of the 65 specimens with any virus detected, whereas a genotype could not be determined for the remaining 57 (88%) specimens for which virus was detected by qRT-PCR.
From the 500 healthy control children, 1 specimen tested positive for rotavirus by EIA but not by qRT-PCR. Overall, virus was detected by qRT-PCR in specimens from 24 (5%) healthy children; the median Ct value of 32 (range 21–44) was significantly higher than that for EIA-positive children (p<0.001) and significantly lower than that for EIA-negative children (p = 0.02) (
Of the 24 healthy controls whose specimens had rotavirus detected by qRT-PCR, 11 (46%) had vaccine virus detected, of which 9 contained an RV5 strain and 2 contained the RV1 strain. Six of these 11 children were unvaccinated, including both children for whom the RV1 strain was detected; 3 had received 1 dose of RV5 (70, 75, and 78 days before enrollment); and 2 had received 2 doses of RV5, with the second dose received 28 and 64 days, respectively, before enrollment. Wild-type virus was detected by qRT-PCR in 13 (3%) of the 500 healthy controls. The median Ct values for children with a vaccine virus and a wild-type virus were similar (34 and 30, respectively [p = 0.05]). Wild-type rotavirus was detected by qRT-PCR during the traditional January–June rotavirus season (8 [3%] of 317 specimens) and outside the rotavirus season during July–December (5 [3%] of 183 specimens).
Using only the EIA result to define cases and controls among AGE patients
| Definition, no. doses | No. (%) cases | No. (%) controls | % VE (95% CI)† |
|---|---|---|---|
| EIA+ cases and EIA− controls | 128 | 302 | |
| 0 | 98 (77) | 115 (38) | NA |
| 1 | 6 (5) | 15 (5) | 51 (−38 to 83) |
| 2 | 4 (3) | 43 (14) | 90 (70–97) |
| 3 | 20 (16) | 129 (43) | 84 (71–91) |
| EIA+ case and qRT-PCR− controls | 128 | 266 | |
| 0 | 98 (77) | 99 (37) | NA |
| 1 | 6 (5) | 13 (5) | 47 (−53 to 82) |
| 2 | 4 (3) | 40 (15) | 89 (66–96) |
| 3 | 20 (16) | 114 (43) | 83 (68–91) |
| qRT-PCR+ cases and qRT-PCR− controls | 164 | 266 | |
| 0 | 114 (70) | 99 (37) | NA |
| 1 | 8 (5) | 13 (5) | 47 (−38 to 80) |
| 2 | 7 (4) | 40 (15) | 85 (64–94) |
| 3 | 35 (21) | 114 (43) | 75 (58–86) |
| EIA- and qRT-PCR+ cases vs. EIA- and qRT-PCR- controls | 36 | 266 | |
| 0 | 16 (44) | 99 (37) | NA |
| 1 | 2 (6) | 13 (5) | 21 (−309 to 80) |
| 2 | 3 (8) | 40 (15) | 47 (−108 to 87) |
| 3 | 15 (42) | 114 (43) | 14 (−105 to 64) |
*VE, vaccine effectiveness; EIA, enzyme immunoassay; +, positive; −, negative; NA, not applicable; qRT-PCR, semiquantitative reverse transcription PCR. †Controlling for age (in months), month and year of birth, and month of illness onset in the analysis.
The rate of rotavirus detection was higher by qRT-PCR than by EIA. Rotavirus was detected by qRT-PCR in fecal specimens from an additional 10% of children with AGE who tested negative by EIA. However, several lines of evidence suggest that rotavirus detected by qRT-PCR alone might not have been the causative agent in some patients with AGE. First, Ct values of fecal specimens from children with AGE for whom rotavirus was detected only by qRT-PCR were significantly higher (lower viral loads) than Ct values of specimens from children for whom rotavirus was detected by EIA (36 vs. 18). Second, full genotypes could not be determined for most (88%) specimens for which virus was detected by qRT-PCR only, probably because of the low level of viral shedding. Last, rotavirus vaccine showed limited effectiveness against virus identified by qRT-PCR alone, but this result may partially be a function of the small number of cases in this group. In contrast, 3-dose vaccine effectiveness was high (83%–84%) for children whose samples were positive by EIA and comparable to vaccine effectiveness determined by prelicensure trials and other case–control studies in the United States that similarly identified rotavirus-positive cases by EIA (
Previous studies have compared different methods of detecting rotavirus in fecal specimens. These studies should be directly compared with caution because they used different commercial assays and different PCR techniques; however, trends in patterns of detection can be compared. Similar to researchers in the United Kingdom, we found significantly lower Ct values (higher viral loads) in fecal specimens from patients with AGE that tested positive for rotavirus by EIA than in qRT-PCR–positive specimens from patients with AGE whose feces tested negative for rotavirus by EIA or from healthy controls (
We detected vaccine virus in 2% of healthy controls, all of whom were either unvaccinated or had not been vaccinated within 4 weeks before illness onset; the source of vaccine virus for these children is unknown. These vaccine strains were detected only by qRT-PCR because no healthy children in whom a vaccine strain was detected were positive for rotavirus by EIA. RV5 virus also was detected in the fecal specimen from 1 unvaccinated child with AGE; the source of vaccine virus for this patient was a recently vaccinated sibling, as described (
Our study had some limitations. First, if children were seen for medical care late in their illness or if specimen collection was delayed, rotavirus might have been the cause of symptoms in some children whose specimens tested negative for rotavirus by EIA but showed low levels of qRT-PCR–detected virus. However, 99% of EIA-negative specimens that had low levels of qRT-PCR–detected virus were collected from children within 7 days after they were brought for treatment, and RV5 was not effective against AGE detected by qRT-PCR only, arguing against this possibility. Second, an internal positive control was not used in this study to monitor for false-negative qRT-PCR results possibly resulting from PCR inhibitors in feces that were carried over into the RNA extracts. We believe that the numbers of such samples would have been small because we detected only 1 EIA-positive, qRT-PCR-negative sample in this study. Third, the enrollment of some healthy controls during an immunization visit resulted in oversampling of children shedding vaccine virus. Although we excluded recently vaccinated children in whom vaccine virus was detected, all detected viruses had to be sequenced to identify children who were shedding vaccine virus. However, in a true random sample of healthy children, we would expect some children to be recently vaccinated, so we might have underestimated the proportion of healthy children in whom vaccine virus can be detected. Last, because these data are from an industrialized country in which rotavirus vaccination is routine, our findings might not apply to developing countries where the severity of infection, rates of asymptomatic viral shedding, and performance of the EIA may differ.
In conclusion, our study, which was performed after rotavirus vaccine was introduced, supports the use of EIA for vaccine effectiveness evaluations in patients with AGE, even though EIA may fail to detect some true rotavirus shedding at lower levels. Although qRT-PCR increases the sensitivity of rotavirus detection, some of these cases may be in children with low-level viral shedding from a resolved or asymptomatic wild-type rotavirus infection and not true disease. The use of qRT-PCR with a cutoff Ct value should be further examined as a possible diagnostic tool in a range of settings, including in developing countries.
This study was supported by a cooperative agreement from CDC.
Dr Tate is an epidemiologist with the Epidemiology Branch, Division of Viral Diseases, National Center for Immunization and Respiratory Diseases, CDC. Her research focuses on the epidemiology of viral gastroenteritis and methods for its prevention and control.