- Research article
- Open Access
- Open Peer Review
Pathogen-specific risk of chronic gastrointestinal disorders following bacterial causes of foodborne illness
© Porter et al; licensee BioMed Central Ltd. 2013
- Received: 11 October 2012
- Accepted: 1 March 2013
- Published: 8 March 2013
The US CDC estimates over 2 million foodborne illnesses are annually caused by 4 major enteropathogens: non-typhoid Salmonella spp., Campylobacter spp., Shigella spp. and Yersinia enterocoltica. While data suggest a number of costly and morbid chronic sequelae associated with these infections, pathogen-specific risk estimates are lacking. We utilized a US Department of Defense medical encounter database to evaluate the risk of several gastrointestinal disorders following select foodborne infections.
We identified subjects with acute gastroenteritis between 1998 to 2009 attributed to Salmonella (nontyphoidal) spp., Shigella spp., Campylobacter spp. or Yersinia enterocolitica and matched each with up to 4 unexposed subjects. Medical history was analyzed for the duration of military service time (or a minimum of 1 year) to assess for incident chronic gastrointestinal disorders. Relative risks were calculated using modified Poisson regression while controlling for the effect of covariates.
A total of 1,753 pathogen-specific gastroenteritis cases (Campylobacter: 738, Salmonella: 624, Shigella: 376, Yersinia: 17) were identified and followed for a median of 3.8 years. The incidence (per 100,000 person-years) of PI sequelae among exposed was as follows: irritable bowel syndrome (IBS), 3.0; dyspepsia, 1.8; constipation, 3.9; gastroesophageal reflux disease (GERD), 9.7. In multivariate analyses, we found pathogen-specific increased risk of IBS, dyspepsia, constipation and GERD.
These data confirm previous studies demonstrating risk of chronic gastrointestinal sequelae following bacterial enteric infections and highlight additional preventable burden of disease which may inform better food security policies and practices, and prompt further research into pathogenic mechanisms.
- Irritable Bowel Syndrome
- Functional Dyspepsia
- Yersinia Enterocolitica
- Functional Constipation
- Enteric Infection
Infectious gastroenteritis (IGE) is caused by a myriad of viruses, bacteria and parasites. Approximately 47.8 million foodborne-related illnesses occur annually in the United States, costing upwards of $150 million to the healthcare economy [1, 2]. The four major bacterial enteropathogens responsible for morbidity and mortality include non-typhoidal Salmonella, Campylobacter, Shigella, and Yersinia enterocolitica. In addition to the significant burden of the acute illness associated with these infections, recent evidence suggests that these pathogens are linked with chronic health sequelae, including functional gastrointestinal disorders (FGD) such as irritable bowel syndrome (IBS), functional constipation, and functional dyspepsia [3–8]. As a heterogeneous complex of disorders, FGD account for approximately 50% of all visits to gastroenterology practices and result in significant morbidity in the affected patient [9, 10]. Additionally, these disorders result in significant financial burden, with annual costs per case ranging from $1,000-$5000 in the US [11–16]. Furthermore, such infections have been associated with inflammatory bowel disease [17–19], celiac disease [20, 21], and functional dyspepsia [3, 22–24] which share symptom overlap with gastroesophageal reflux disease (GERD) .
While numerous studies have reported on post-infectious FGD (PI-FGD), studies of pathogen-specific associations are limited. Such data are important, considering the need to account for food-borne illness risks in order to develop mitigating policies and practices, as well as to understand pathogenic mechanisms of PI-FGD. Thus, we sought to evaluate the risk of select chronic gastrointestinal consequences following illness attributed to non-typhoid Salmonella, Campylobacter, Shigella, and Yersinia enterocolitica in a young, predominately healthy subset of the US population.
This was a retrospective cohort study in which the medical records of subjects diagnosed with non-typhoidal Salmonella spp., Shigella spp., Campylobacter spp., or Yersinia enterocolitica were assessed with the onset of FGD and GERD. Data were obtained from the Armed Forces Health Surveillance Center (AFHSC), which oversees the Defense Department Medical Surveillance System (DMSS), the main data repository for all medical encounters of active duty US military personnel.
Medical encounter history on all subjects with an inpatient or outpatient visit in which one of the following (International Classification of Diseases, 9th Revision) ICD-9 codes were assigned was obtained: Salmonella (003.0 and 003.9), Shigella (004), Campylobacter (008.43) and Yersinia enterocolitica (008.44). Subjects with one of the foodborne illnesses identified above were matched by age, gender, number of deployments, medical treatment facility, encounter type (inpatient, outpatient) and time, to up to 4 subjects without a documented gastrointestinal infection. Baseline diagnoses of unexposed subjects included: acute respiratory infections, pneumonia and influenza, infections of skin and subcutaneous tissue, dislocations, sprains and strains for joints and adjacent muscles, superficial injury, burns, and fracture of the upper or lower limb.
Incident FGD and GERD were similarly identified using medical encounters with specific ICD-9 codes in any diagnostic position as follows: constipation (656.0), irritable bowel syndrome (564.1, 306.4), dyspepsia (536.8), and GERD (530.81). Other covariates obtained included race, military rank, socioeconomic factors (level of education, marital status), and Axis I and Axis II psychological conditions. All subjects with antecedent FGD or GERD diagnoses were excluded.
A modified Poisson regression analysis was used for data analysis with a robust sandwich estimator for variance . Associations were initially explored by univariate methods. Multivariate models were utilized to assess the association between foodborne illness and FGD while controlling for important covariates. Initial models were developed utilizing all exposed subjects using a backwards elimination approach with an alpha of 0.15. Those models were then applied to pathogen-specific exposures. Two-tailed significance was evaluated using an alpha of 0.05. All analyses were performed using SAS 8.2 (Cary, NC).
The study protocol was approved by the Naval Medical Research Center Institutional Review Board (study protocol NMRC.2011.0003) in compliance with all applicable Federal regulations governing the protection of human subjects.
Demographics of a cohort of U.S. military service members exposed with bacterial gastroenteritis infections and a matched (age, gender, deployment, baseline medical encounter) cohort of subjects without gastroenteritis
Any bacillary diarrhea
Median age (IQR)
Race [n (%)]
Sex [n (%)]
Branch of Service [n (%)]
Education [n (%)]
No High School
Less than 4 yrs of College
Marital Status [n (%)]
Single, Never Married
Incidence (95% confidence interval) of chronic health outcomes per 100,000 person-years in a reference cohort or following documented bacillary diarrhea attributable to Salmonella , Campylobacter , Shigella or Yersinia among active duty U.S. military personnel from 1998 to 2009
Any bacterial IGE
Irritable bowel syndrome
3.0 (2.5, 3.7)
3.1 (2.2, 4.4)
2.9 (2.1, 4.0)
2.6 (1.6, 4.1)
13.2 (4.4, 39.7)
1.0 (0.9, 1.2)
3.9 (3.2, 4.6)
3.4 (2.5, 4.7)
4.0 (3.0, 5.2)
4.2 (2.9, 6.1)
8.5 (2.6, 28.0)
2.3 (2.1, 2.6)
1.8 (1.3, 2.3)
1.4 (0.9, 2.3)
2.6 (1.9, 3.7)
0.8 (0.3, 1.8)
1.2 (1.0, 1.5)
9.7 (8.6, 10.9)
8.4 (6.8, 10.4)
10.9 (9.2, 12.9)
9.5 (7.4, 12.2)
13.9 (4.8, 40.5)
6.2 (5.8, 6.7)
Unadjusted and adjusted 1 relative risk (with 95% confidence intervals) of chronic health outcomes following documented bacillary diarrhea attributable to Salmonella , Campylobacter , Shigella , and Yersinia among active duty U.S. military personnel from 1998 to 2009
All bacterial IGE
Unadjusted effect estimates
2.9 (2.2, 3.8)
3.0 (2.0, 4.4)
2.9 (2.0, 4.1)
2.5 (1.5, 4.2)
12.8 (4.2, 39.3)
1.4 (1.0, 2.0)
1.2 (0.7, 2.0)
2.1 (1.5, 3.1)
0.6 (0.3, 1.5)
1.7 (1.3, 2.1)
1.7 (1.3, 2.3)
1.8 (1.2, 2.6)
3.6 (1.1, 12.1)
1.6 (1.4, 1.8)
1.4 (1.1, 1.7)
1.8 (1.5, 2.1)
1.5 (1.2, 2.0)
2.2 (0.8, 6.5)
Adjusted effect estimates 1
2.7 (2.1, 3.6)
2.8 (1.9, 4.2)
2.8 (1.9, 4.1)
2.3 (1.4, 3.9)
13.1 (4.4, 39.4)
1.3 (1.0, 1.9)
1.1 (0.6, 1.9)
2.0 (1.3, 3.0)
0.6 (0.2, 1.3)
1.6 (1.3, 2.0)
1.4 (1.0, 1.9)
1.8 (1.3, 2.5)
1.6 (1.1, 2.4)
4.4 (1.2, 15.4)
1.6 (1.4, 1.8)
1.5 (1.2, 1.8)
1.7 (1.4, 2.1)
1.5 (1.1, 1.9)
2.3 (0.8, 6.9)
Overlap of diagnosed outcomes following documented bacillary diarrhea attributable to Salmonella , Campylobacter , Shigella cpa and Yersinia and an unexposed reference cohort
Our results support an accumulating body of epidemiological evidence for post bacterial gastroenteritis risk for FGD, including IBS, functional dyspepsia, and constipation, as well as GERD, which to our knowledge is an unrecognized putative sequel of IGE. Similar to prior studies, our results show a significantly increased risk of FGD among those with antecedent bacterial IGE [3, 23, 24, 27, 28]. Additionally, we observed variability in effect estimates across pathogens. Specifically, we found a greater risk of FGD in those with prior Y. enterocolitica infection than what was observed with other bacterial enteropathogens. Prior studies have documented a history of Y. enterocolitica infection in adults and children with persistent abdominal pain and other GI complaints [29, 30]. In a 2004 follow-up study of laboratory confirmed enteric infections, 9.3% of survey respondents reported persistent GI symptoms following recovery from acute illness . This proportion was higher for Y. enterocolitica (25%) than for Campylobacter (8.6%), Salmonella (8.0%), or Shigella (6.2%), although the overall response rate was low.
Y. enterocolitica is also known to cause granulomatous disease and thus may be a stronger trigger for subsequent immune dysregulation . The association between FGD and antecedent IGE has been reported in several independent studies and systematic reviews [27, 33]. In contrast to the published literature, the magnitude of increased risk reported here was lower than prior studies, possibly due to differences in study design and exposure and outcome ascertainment. However, this is the first study to report variable pathogen-specific risks across four common bacterial enteropathogens in a single population. Variability in the site of infection, method of invasion, and induction of the host immune responses due to these four enteropathogens are all possible contributors to the observed variability .
Studies of non-IBS PI-FGD are limited, although there are increasing reports on the risk of functional dyspepsia following acute enteric infection [3, 5, 23]. We recently reported an increased risk of FGD sequelae following all-cause IGE not limited to specific bacterial etiologies [6, 7]. While the effect estimates here are lower than previously reported, they are in the same direction, and variability may be due to the pathogens studied, sample population, or other methodological differences. Despite the accumulating evidence linking IGE with functional dyspepsia, studies on the post-infectious risk of GERD are lacking. Thus, our finding of an association of enteric bacterial pathogen exposure with an incident diagnosis of GERD is, to our knowledge, a novel finding requiring further exploration. A complicating factor here is the diagnosis of GERD which can be distinguished by a variety of modalities including therapeutic trial, endoscopy, esophageal acid and motility testing, and gastric emptying studies . Our outcome based on medical encounter ICD9-CM did not allow for verification of cases based on differential diagnostic criteria. Interestingly, our effect estimates of functional dyspepsia and GERD are similar, suggesting diagnostic misclassification of upper gastrointestinal dysfunction, or similar pathoetiological mechanisms resulting in these gastroduodenal disorders.
Also problematic in evaluating causation is the possibility that individuals may have used antacid medications (prescription or over-the-counter) for symptoms preceding their GERD diagnosis, which could have increased susceptibility to IGE and confounded the association between IGE and GERD. Confirmatory studies utilizing better-defined diagnostic criteria, database case-validation methods, and control of concomitant medications are needed.
We noted a significant amount of overlap in many of the outcomes; however, overlaps appeared to be more frequent among subjects with an antecedent bacillary diarrhea compared with those who were unexposed. Prior studies on post-infectious IBS following gastroenteritis attributed to non-typhoid Salmonella have pointed to an overlap with dyspepsia  and an increased risk of PI-dyspepsia has been reported following numerous IGE exposures [3, 6–8, 24, 36]. While FGDs are often characterized by the Rome criteria , such classification may be insufficient at characterizing the true phenotypic classification and symptom complex seen in patients with PI-FGD. Future studies to better characterize the outcome of PI-FGD are needed to expand the phenotypic attributes of these functional outcomes following IGE.
A number of clinical features have previously been shown to be risk modifiers for PI-FGD including severity of disease, sex, use of antibiotics, psychological comorbidities, acute stress, and duration of illness [38–40]. The medical encounter data utilized precluded any clinical symptom-based severity of disease assessment, however we did not identify sex as an important covariate across the FGD models. Furthermore, we were also able to evaluate the potential influence of comorbid psychological conditions on both host susceptibility to enteric infection, as well as the potentiation of FGD after enteric infection. No association between diagnosed psychological disorders and FGD risk in this study was identified (data not shown), possibly due to the reliance on diagnosed mental health conditions instead of self-reported conditions. Several prior studies have identified an association between stressful events prior to infectious episodes and the subsequent risk of FGD [41, 42]. However, we were unable to assess undiagnosed stressors or other psychosocial comorbidities prior to either exposure or outcome.
Interpretation of these results should be done with a full appreciation of potential biases inherent with medical encounter database studies, as well as the population under study. Active duty military personnel are younger and generally healthier than other adults, therefore the associations and effect estimates may not be generalizable to other populations. Secondly, because we relied on ICD-9 codes and reportable disease notification data rather than actual laboratory confirmation, we cannot assume that IGE was laboratory-confirmed in all cases, although presumably a pathogen-specific ICD-9 would not be coded without confirmation. Because our data set did not include pharmacy data or survey-based symptom assessment, we could not completely control for pre-existing functional symptoms, nor the use of proton pump inhibitors, antacids, or other medications, which may have confounded the observed associations with both exposure and outcomes . An attempt was made to control for diagnosed medical conditions in which acid suppressive medication would be used (e.g. peptic ulcer disease, Barrett’s esophagus); however, future studies are needed to control for actual medication usage and pre-existing conditions. Similarly, the use of antibiotics for IGE treatment may have increased exposed subjects’ risk of FGDs; which, as previously described, may be confounded by subjects with more severe clinical illness .
Despite the noted limitations, we have confirmed an increased risk of FGDs following infection with unique bacterial enteropathogens. Recent reports on the significant costs and morbidity associated with the acute disease attributable to foodborne illness [44, 45], and the significant costs and decrements in health-related quality of life associated with the long-term health outcomes reported here [11, 12, 15, 16, 46], highlight the need for continued efforts to improve primary prevention strategies and to better understand the etiology underlying the differential pathogen-specific risks. While additional study is needed, these results raise the specter of the potential burden associated with these infections, and highlight the need for primary prevention strategies and optimized food safety policies in the US and globally.
This study was conducted using a waiver of informed consent.
Authors are employees of the U.S. Government and military service members. This work was prepared as part of official duties. Title 17 U.S.C. §105 provides that ‘Copyright protection under this title is not available for any work of the United States Government.’ Title 17 U.S.C. §101 defines a U.S. Government work as a work prepared by a military service member or employee of the U.S. Government as part of that person’s official duties.
The authors would like to thank the staff of the Armed Forces Health Surveillance Center for assistance in protocol development and data compilation.
The views expressed in this article are those of the author and do not necessarily reflect the official policy or position of the Department of the Navy, Department of Defense, nor the U.S. Government. This is a US Government work. There are no restrictions on its use. There were no financial conflicts of interests among any of the authors. This study was conducted under support of the Military Infectious Disease Research Program.
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