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1.
Front Microbiol ; 15: 1304734, 2024.
Article in English | MEDLINE | ID: mdl-38585707

ABSTRACT

Listeria monocytogenes is a foodborne pathogen of concern in dairy processing facilities, with the potential to cause human illness and trigger regulatory actions if found in the product. Monitoring for Listeria spp. through environmental sampling is recommended to prevent establishment of these microorganisms in dairy processing environments, thereby reducing the risk of product contamination. To inform on L. monocytogenes diversity and transmission, we analyzed genome sequences of L. monocytogenes strains (n = 88) obtained through the British Columbia Dairy Inspection Program. Strains were recovered from five different dairy processing facilities over a 10 year period (2007-2017). Analysis of whole genome sequences (WGS) grouped the isolates into nine sequence types and 11 cgMLST types (CT). The majority of isolates (93%) belonged to lineage II. Within each CT, single nucleotide polymorphism (SNP) differences ranged from 0 to 237 between isolates. A highly similar (0-16 SNPs) cluster of over 60 isolates, collected over 9 years within one facility (#71), was identified suggesting a possible persistent population. Analyses of genome content revealed a low frequency of genes associated with stress tolerance, with the exception of widely disseminated cadmium resistance genes cadA1 and cadA2. The distribution of virulence genes and mutations within internalin genes varied across the isolates and facilities. Further studies are needed to elucidate their phenotypic effect on pathogenicity and stress response. These findings demonstrate the diversity of L. monocytogenes isolates across dairy facilities in the same region. Findings also showed the utility of using WGS to discern potential persistence events within a single facility over time.

2.
Pediatr Crit Care Med ; 25(4): 364-374, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38059732

ABSTRACT

OBJECTIVE: Perform a scoping review of supervised machine learning in pediatric critical care to identify published applications, methodologies, and implementation frequency to inform best practices for the development, validation, and reporting of predictive models in pediatric critical care. DESIGN: Scoping review and expert opinion. SETTING: We queried CINAHL Plus with Full Text (EBSCO), Cochrane Library (Wiley), Embase (Elsevier), Ovid Medline, and PubMed for articles published between 2000 and 2022 related to machine learning concepts and pediatric critical illness. Articles were excluded if the majority of patients were adults or neonates, if unsupervised machine learning was the primary methodology, or if information related to the development, validation, and/or implementation of the model was not reported. Article selection and data extraction were performed using dual review in the Covidence tool, with discrepancies resolved by consensus. SUBJECTS: Articles reporting on the development, validation, or implementation of supervised machine learning models in the field of pediatric critical care medicine. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Of 5075 identified studies, 141 articles were included. Studies were primarily (57%) performed at a single site. The majority took place in the United States (70%). Most were retrospective observational cohort studies. More than three-quarters of the articles were published between 2018 and 2022. The most common algorithms included logistic regression and random forest. Predicted events were most commonly death, transfer to ICU, and sepsis. Only 14% of articles reported external validation, and only a single model was implemented at publication. Reporting of validation methods, performance assessments, and implementation varied widely. Follow-up with authors suggests that implementation remains uncommon after model publication. CONCLUSIONS: Publication of supervised machine learning models to address clinical challenges in pediatric critical care medicine has increased dramatically in the last 5 years. While these approaches have the potential to benefit children with critical illness, the literature demonstrates incomplete reporting, absence of external validation, and infrequent clinical implementation.


Subject(s)
Critical Illness , Sepsis , Adult , Infant, Newborn , Humans , Child , Data Science , Retrospective Studies , Critical Care , Sepsis/diagnosis , Sepsis/therapy , Supervised Machine Learning
3.
Crit Care Med ; 52(1): 11-19, 2024 01 01.
Article in English | MEDLINE | ID: mdl-38095517

ABSTRACT

OBJECTIVES: A recent study from Germany found that survival after respiratory extracorporeal life support (ECLS) was lower among patients 10-20 years old than 20-30 years old. The objective of this study was to compare survival between teenage and young adult patients who receive respiratory ECLS. DESIGN: Retrospective cohort study. SETTING: Extracorporeal Life Support Organization registry, an international prospective quality improvement database. PATIENTS: All patients ages 16-30 years cannulated for respiratory indications from 1990 to 2020 were included. Patients were divided into two groups, teens (16-19 yr old) and young adults (20-30 yr old). INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Primary outcome was survival to discharge. Variables were considered for the multivariate logistic regression model if there was both a statistically significant difference (p ≤ 0.05) and a clinically meaningful absolute difference between the groups. A total of 5,751 patients were included, of whom 1,653 (29%) were teens and 4,098 (71%) were young adults. Survival to discharge was higher in young adults than teens, 69% versus 63% (p < 0.001). Severity of illness was higher among teens; however, survival within each stratum defined by Pao2/Fio2 ratio was higher in young adults than in teens. Use of venoarterial ECLS was higher in teens than in young adults, 15% versus 7%, respectively. Teens were more likely to receive high-frequency oscillatory ventilation and this therapy was associated with a longer time from admission to ECLS initiation. After adjusting for variables that differ significantly between the groups, the odds ratio for survival in young adults compared with teens was 1.14 (95% CI, 1.004-1.3). CONCLUSIONS: In this large multicenter retrospective study, mortality was higher in teens than in young adults who received respiratory ECLS. This difference persisted after adjusting for multiple variables and the mechanism underlying these findings remains unclear.


Subject(s)
Extracorporeal Membrane Oxygenation , Adolescent , Adult , Humans , Young Adult , Extracorporeal Membrane Oxygenation/mortality , Logistic Models , Registries , Retrospective Studies
4.
Resuscitation ; 189: 109874, 2023 08.
Article in English | MEDLINE | ID: mdl-37327853

ABSTRACT

AIM OF STUDY: To determine outcomes in pediatric patients who had an in-hospital cardiac arrest and subsequently received extracorporeal cardiopulmonary resuscitation (ECPR). Our secondary objective was to identify cardiopulmonary resuscitation (CPR) event characteristics and CPR quality metrics associated with survival after ECPR. METHODS: Multicenter retrospective cohort study of pediatric patients in the pediRES-Q database who received ECPR after in-hospital cardiac arrest between July 1, 2015 and June 2, 2021. Primary outcome was survival to ICU discharge. Secondary outcomes were survival to hospital discharge and favorable neurologic outcome at ICU and hospital discharge. RESULTS: Among 124 patients included in this study, median age was 0.9 years (IQR 0.2-5) and the majority of patients had primarily cardiac disease (92 patients, 75%). Survival to ICU discharge occurred in 61/120 (51%) patients, 36/61 (59%) of whom had favorable neurologic outcome. No demographic or clinical variables were associated with survival after ECPR. CONCLUSION: In this multicenter retrospective cohort study of pediatric patients who received ECPR for IHCA we found a high rate of survival to ICU discharge with good neurologic outcome.


Subject(s)
Cardiopulmonary Resuscitation , Extracorporeal Membrane Oxygenation , Heart Arrest , Humans , Child , Infant , Retrospective Studies , Survival Rate , Hospitals , Treatment Outcome
5.
Comput Biol Med ; 156: 106713, 2023 04.
Article in English | MEDLINE | ID: mdl-36863191

ABSTRACT

BACKGROUND: Childhood Leukemia is the most common type of cancer among children. Nearly 39% of cancer-induced childhood deaths are attributable to Leukemia. Nevertheless, early intervention has long been underdeveloped. Moreover, there are still a group of children succumbing to their cancer due to the cancer care resource disparity. Therefore, it calls for an accurate predictive approach to improve childhood Leukemia survival and mitigate these disparities. Existing survival predictions rely on a single best model, which fails to consider model uncertainties in predictions. Prediction from a single model is brittle, with model uncertainty neglected, and inaccurate prediction could lead to serious ethical and economic consequences. METHODS: To address these challenges, we develop a Bayesian survival model to predict patient-specific survivals by taking model uncertainty into account. Specifically, we first develop a survival model predict time-varying survival probabilities. Second, we place different prior distributions over various model parameters and estimate their posterior distribution with full Bayesian inference. Third, we predict the patient-specific survival probabilities changing with respect to time by considering model uncertainty induced by posterior distribution. RESULTS: Concordance index of the proposed model is 0.93. Moreover, the standardized survival probability of the censored group is higher than that of the deceased group. CONCLUSIONS: Experimental results indicate that the proposed model is robust and accurate in predicting patient-specific survivals. It can also help clinicians track the contribution of multiple clinical attributes, thereby enabling well-informed intervention and timely medical care for childhood Leukemia.


Subject(s)
Leukemia , Child , Humans , Bayes Theorem , Probability , Uncertainty
6.
Front Pediatr ; 11: 1318690, 2023.
Article in English | MEDLINE | ID: mdl-38169734

ABSTRACT

Introduction: Pediatric Acute Lung Injury and Sepsis Investigators (PALISI) is a network fostering clinical research to optimize care for critically ill children. We aim to examine the efforts of the PALISI Network to increase gender parity in research, as evidenced by authorship. Methods: The first and senior authors of all published PALISI articles from 2002 to 2021 were analyzed for gender of presentation. Funding sources, impact factors, professional roles, and location were extracted. Results: We identified 303 articles, 61 published from 2002 to 2011, and 242 from 2012 to 2021. There were 302 first authors, representing 188 unique individuals, and 283 senior authors, representing 119 unique individuals. Over half (55.6%, n = 168) of the first authors were women. More women were first authors from 2012 to 2021 (n = 145, 60.2%) as compared to the years 2002-2011 [37.7%, n = 23, OR = 2.50 (95% CI: 1.40, 4.45, p = 0.002)]. Senior authors were 36.0% (n = 102) women, with no change over time. Women senior authors had a higher proportion of women first authors (67.7% vs. 32.4%, p = 0.017). No gender differences were noted based on article type or impact factor. The majority of authors came from institutions in the United States. Women had comparatively more NIH and CDC funding but received less funding from foundations and AHRQ. Discussion: In PALISI publications, first authorship by women has increased over time, such that it now exceeds both the proportion of women pediatric intensivists and women first authors in critical care publications. Senior authorship by women has been stagnant. A multifactorial approach by individuals, institutions, networks, and journals is needed to bring senior women authors to parity.

7.
Compr Rev Food Sci Food Saf ; 21(2): 1777-1802, 2022 03.
Article in English | MEDLINE | ID: mdl-35212132

ABSTRACT

The development of antibiotic resistance is a serious public health crisis, reducing our ability to effectively combat infectious bacterial diseases. The parallel study of reduced susceptibility to sanitizers is growing, particularly for environmental foodborne pathogens, such as Listeria monocytogenes. As regulations demand a seek-and-destroy approach for L. monocytogenes, understanding sanitizer efficacy and its uses are critical for the food industry. Studies have reported the ability of L. monocytogenes to survive in sanitizer concentrations 10-1000 times lower than the manufacturer-recommended concentration (MRC). Notably, data show that at MRC and when applied according to the label instructions, sanitizers remain largely effective. Studies also report that variables such as the presence of organic material, application time/temperature, and bacterial attachment to surfaces can impact sanitizer effectiveness. Due to the lack of standardization in the methodology and definitions of sanitizer resistance, tolerance, and susceptibility, different messages are conveyed in different studies. In this review, we examine the diversity of definitions, terminology, and methodologies used in studies examining L. monocytogenes resistance and susceptibility to antimicrobials. Research available to date fails to demonstrate "resistance" of L. monocytogenes to recommended sanitizer treatments as prescribed by the label. As such, sanitizer tolerance would be a more accurate description of L. monocytogenes response to low sanitizer concentrations (i.e., sub-MRC). Conservative use of word "resistance" will reduce confusion and allow for concise messaging as sanitizer research findings are communicated to industry and regulators.


Subject(s)
Anti-Infective Agents , Listeria monocytogenes , Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial , Food-Processing Industry
8.
Resuscitation ; 169: 60-66, 2021 12.
Article in English | MEDLINE | ID: mdl-34673152

ABSTRACT

AIM OF STUDY: Recurrent in-hospital cardiac arrest (IHCA) is associated with morbidity and mortality in adults. We aimed to describe the risk factors and outcomes for paediatric recurrent IHCA. METHODS: Retrospective cohort study of patients ≤18 years old with single or recurrent IHCA. Recurrent IHCA was defined as ≥2 IHCA within the same hospitalization. Categorical variables expressed as percentages and compared via Chi square test. Continuous variables expressed as medians with interquartile ranges and compared via rank sum test. Outcomes assessed in a propensity match cohort. RESULTS: From July 1, 2015 to January 26, 2021, 139/894 (15.5%) patients experienced recurrent IHCA. Compared to patients with a single IHCA, recurrent IHCA patients were more likely to be trauma and less likely to be surgical cardiac patients. Median duration of cardiopulmonary resuscitation (CPR) was shorter in the recurrent IHCA (5 vs. 11 min; p < 0.001) with no difference in IHCA location or immediate cause of CPR. Patients with recurrent IHCA had worse survival to intensive care unit (ICU) discharge (31% vs. 52%; p < 0.001), and worse survival to hospital discharge (30% vs. 48%; p < 0.001) in unadjusted analyses and after propensity matching, patients with recurrent IHCA still had worse survival to ICU (34% vs. 67%; p < 0.001) and hospital (31% vs. 64%; p < 0.001) discharge. CONCLUSION: When examining those with a single vs. a recurrent IHCA, event and patient factors including more pre-existing conditions and shorter duration of CPR were associated with risk for recurrent IHCA. Recurrent IHCA is associated with worse survival outcomes following propensity matching.


Subject(s)
Cardiopulmonary Resuscitation , Heart Arrest , Adolescent , Adult , Child , Cohort Studies , Heart Arrest/therapy , Hospitals, Pediatric , Humans , Retrospective Studies , Risk Factors
9.
Food Microbiol ; 95: 103683, 2021 May.
Article in English | MEDLINE | ID: mdl-33397615

ABSTRACT

Listeria monocytogenes can form persistent biofilms on food processing surfaces, resulting in cross-contamination of food products, including milk and milk products. Natural glycolipids are a promising intervention to control undesirable microbes due to their antimicrobial activity and low toxicity. This study aimed to determine the antimicrobial activity of glycolipids to control L. monocytogenes biofilms as well as in milk and on Queso Fresco. Application of a natural glycolipid product significantly reduced biofilm-associated L. monocytogenes on both polystyrene and stainless steel at concentrations as low as 45 mg/L. When added to UHT skim milk, a concentration of 1000 mg/L inhibited L. monocytogenes growth through 7 days of storage at 7 °C, and application of 1300 and 1500 mg/L reduced counts to levels below the limit of enumeration at day 21. In contrast, 2000 mg/L were necessary to inhibit growth through 7 days in whole milk. Glycolipid solutions at concentrations ≥10% reduced L. monocytogenes counts on Queso Fresco through 7 days when applied as a dip. Overall, natural glycolipids have potential as a natural alternative for the removal of biofilms and as an antimicrobial to control L. monocytogenes in milk and milk products with short shelf lives.


Subject(s)
Biofilms/drug effects , Cheese/microbiology , Food Preservation/methods , Food Preservatives/pharmacology , Glycolipids/pharmacology , Listeria monocytogenes/drug effects , Milk/microbiology , Animals , Cattle , Colony Count, Microbial , Food Contamination/analysis , Food Preservation/instrumentation , Listeria monocytogenes/growth & development
10.
Pediatr Crit Care Med ; 21(11): e981-e987, 2020 11.
Article in English | MEDLINE | ID: mdl-32452974

ABSTRACT

OBJECTIVES: The objective of this study is to determine outcomes of recurrent cardiac arrest events in the general pediatric inpatient population. DESIGN: Retrospective cohort study of inpatients in a single institution. SETTING: A tertiary care free-standing children's hospital. PATIENTS: All patients less than 18 years old at Seattle Children's Hospital with recurrent cardiac arrest events occurring from January 1, 2010, to March 1, 2018, were included. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Overall survival to hospital discharge was 50% and all survivors had a good neurologic outcome, defined as Pediatric Cerebral Performance Category of 3 or less, or unchanged from baseline. Survival among patients who received extracorporeal life support was 43% and among those who received extracorporeal cardiopulmonary resuscitation, 33%. Initial arrest factors associated with survival included initial rhythm of ventricular tachycardia or ventricular fibrillation, shorter duration of cardiopulmonary resuscitation, and absence of multiple organ dysfunction. Additionally, nonsurvivors had more severe metabolic acidosis in the prearrest and postarrest period. CONCLUSIONS: Survival after pediatric in-hospital recurrent cardiac arrest is higher than previously reported. There is also evidence that initial rhythm other than ventricular tachycardia/ventricular fibrillation and longer duration of cardiopulmonary resuscitation as well as multiple organ dysfunction and more severe lactic acidosis in the peri-arrest period are associated with poor outcomes.


Subject(s)
Cardiopulmonary Resuscitation , Extracorporeal Membrane Oxygenation , Heart Arrest , Adolescent , Child , Heart Arrest/therapy , Humans , Retrospective Studies , Treatment Outcome
11.
J Food Prot ; 83(6): 1010-1019, 2020 Jun 01.
Article in English | MEDLINE | ID: mdl-32044976

ABSTRACT

ABSTRACT: The documented survival of pathogenic bacteria, including Listeria monocytogenes (LM), Shiga toxin-producing Escherichia coli (STEC), and Salmonella during the manufacture and aging of some cheeses highlights the need for additional interventions to enhance food safety. Unfortunately, few interventions are compliant with the Standards of Identity for cheese. Protective bacterial cultures (PCs) represent actionable, natural interventions. However, supportive data for commercially produced PCs regarding their efficacy against pathogens and potential antagonism with each other and cheesemaking cultures are scant, thereby impeding their potential use by the cheese industry. The overall objective of this study was to identify commercially produced PCs that exert antimicrobial activity toward pathogens with minimal impact on beneficial cheese microbes. Direct antagonism and agar well diffusion assays were used to determine the impact of 10 commercially produced PCs on the growth of starter cultures and cultures of ripening bacteria and fungi. Deferred antagonism was used to evaluate the potential for antimicrobial effects against LM, STEC, and Salmonella. PCs and starter cultures were cocultured in ultrahigh-temperature-processed milk to determine the effects of coculture on starter acidification profiles when incubated according to a simulated cheesemaking temperature profile (4 h at 35°C followed by 20 h at 20°C). Compatibility assays suggest that PC antagonism is microbe and strain specific. Only one PC negatively impacted the acidification of the starters tested. PC antagonism of ripening bacteria and fungi growth varied but was consistent within species. All PCs displayed deferred inhibition of LM, STEC, and Salmonella growth, but to varying degrees. These data identify commercial PCs with potential for the control of pathogens and characterize their compatibility with cheesemaking cultures for future use by cheesemakers and investigations of their efficacy in the production of cheese.


Subject(s)
Cheese , Listeria monocytogenes , Shiga-Toxigenic Escherichia coli , Animals , Cheese/analysis , Food Microbiology , Milk
12.
J Dairy Sci ; 101(9): 7768-7779, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29960774

ABSTRACT

Queso Fresco has a limited shelf life and has been shown to support the rapid growth of Listeria monocytogenes during refrigerated storage. In addition to improving quality and extending shelf life, modified atmosphere packaging (MAP) has been used to control the growth of pathogenic microorganisms in foods. The objectives of this study were to determine the effects of MAP conditions on the survival and growth of spoilage microorganisms and L. monocytogenes during storage of Queso Fresco manufactured without starter cultures. For L. monocytogenes experiments, cheeses were surface inoculated at ∼4 log10 cfu/g before packaging. Inoculated and uninoculated (shelf life experiments) cheeses were placed in 75-µm high-barrier pouches, packaged under 1 of 7 conditions including air, vacuum, or combinations of N2 and CO2 [100% N2 (MAP1), 30% CO2:70% N2 (MAP2), 50% CO2:50% N2 (MAP3), or 70% CO2:30% N2 (MAP4), 100% CO2 (MAP5)], and stored at 7°C. Samples were removed weekly through 35 d of storage. Listeria monocytogenes counts were determined for inoculated samples. Uninoculated samples were assayed for mesophilic and psychrotolerant counts, lactic acid bacteria, coliforms, and yeast and mold. In general, cheeses packaged under conditions consisting of higher contents of CO2 had lower pH levels during storage compared with those stored in conditions with lower levels or no CO2 at all. Similarly, the antimicrobial efficacy of MAP in controlling spoilage microorganisms increased with increasing CO2 content, whereas conditions consisting of 100% N2, vacuum, or air were less effective. Mean L. monocytogenes counts remained near inoculation levels for all treatments at d 1 but increased ∼2 log10 cfu/g on cheeses packaged in air, vacuum, and 100% N2 (MAP1) conditions at d 7 and an additional ∼1.5 log10 cfu/g at d 14 where they remained through 35 d. In contrast, treatments consisting of 70% CO2 (MAP4) and 100% CO2 (MAP5) limited increases in mean L. monocytogenes counts to <1 log10 cfu/g through 14 d and ∼1.5 log10 cfu/g by d 21. Mean L. monocytogenes counts increased to levels significantly higher than inoculation (d 0) on cheeses stored in MAP2 and MAP3 on d 21, on d 28 for MAP4, and on d 35 for cheeses stored under MAP5 conditions. Overall, significant treatment × time interactions were observed between air, vacuum, and MAP1 when each was compared with MAP2, MAP3, MAP4, and MAP5. These data demonstrate that packaging fresh cheese under modified atmospheres containing CO2 may be a promising approach to extend shelf life while limiting L. monocytogenes growth during cold storage.


Subject(s)
Cheese/microbiology , Food Contamination/analysis , Food Packaging/methods , Food Preservation/methods , Listeria monocytogenes/growth & development , Animals , Atmosphere , Colony Count, Microbial , Food Microbiology , Vacuum
13.
Article in English | MEDLINE | ID: mdl-29849011

ABSTRACT

The multistate Escherichia coli (E. coli) O157:H7 outbreak associated with in-shell hazelnuts highlights the pathogen's ability to involve non-traditional vehicles in foodborne infections. Furthermore, it underscores significant gaps in our knowledge of pathogen survivability and persistence on nuts. Therefore, this study investigated the ability of E. coli O157:H7 to attach and survive on in-shell hazelnuts. In-shell hazelnuts were inoculated with a four-strain mixture of E. coli O157:H7 at 7.6 log colony forming units (CFU)/nut by wet or dry inoculation, stored at ambient conditions (24 ± 1 °C; 40% ± 3% relative humidity (RH) and sampled for twelve months. For the attachment assay, in-shell hazelnuts were inoculated and the adherent population was enumerated at 30 s-1 h following inoculation. Irrespective of the inoculation method, ~5 log CFU of adherent E. coli O157:H7 was recovered from the hazelnuts as early as 30 s after inoculation. Conversely, pathogen survival was significantly reduced under dry inoculation with samples being enrichment negative after five months of storage (p < 0.05). On the other hand, wet inoculation led to a significantly longer persistence of the pathogen with ~3 log CFU being recovered from the in-shell nuts at 12 months of storage (p < 0.05). These results indicate that E. coli O157:H7 can survive in significant numbers on in-shell hazelnuts when stored under ambient conditions.


Subject(s)
Bacterial Adhesion , Corylus/microbiology , Escherichia coli O157/physiology , Food Microbiology , Nuts/microbiology , Colony Count, Microbial
14.
Front Pediatr ; 6: 410, 2018.
Article in English | MEDLINE | ID: mdl-30671424

ABSTRACT

Pediatric Early Warning Systems (PEWS) aim to identify hospitalized children at increased risk of deterioration by assigning a score based on vital signs and clinical status and guiding interventions using a response algorithm to improve outcomes. When implemented with quality improvement methodology, these systems have been shown to be effective in high-resource settings and have the potential to improve the care of children in humanitarian and resource-limited settings (RLS). The purpose of this review is to summarize the current evidence for use of PEWS in RLS and identify areas for further research. A review of the current PEWS literature in RLS was performed using Web of Science, PubMed, Scopus, Cumulative Index of Nursing and Allied Health Literature (CINAHL), EMBASE, Portal Regional da BVS, and TRIP Database. While there is limited research available on this topic, eight studies on the use of PEWS, or a PEWS score in a pediatric population in low- or middle-income countries were identified. Two studies assessed the clinical effect of implementation of PEWS; one reported a reduction in clinical deterioration events and the other a reduction in mortality. The remaining studies assessed the association of a PEWS score with signs of clinical deterioration or mortality without a response algorithm. Further research on the impact of PEWS implementation on inpatient care and outcomes in RLS is needed.

15.
J Dairy Sci ; 101(3): 1889-1900, 2018 Mar.
Article in English | MEDLINE | ID: mdl-29274970

ABSTRACT

Dairy product recalls and dairy-related illnesses are often the result of contamination with Listeria monocytogenes, which can occur throughout the dairy production and supply chains. The use of antimicrobial compounds is one practical approach for controlling pathogen survival and growth in foods. The goal of this study was to use fluid milk as a model system to identify listeristatic or listericidal treatments that show promise for application in fluid milk and for further evaluation in other dairy products (e.g., cheese). Caprylic acid (CA), ε-polylysine (EPL), hydrogen peroxide, lauric arginate (LAE), and sodium caprylate (SC) were added individually or in combination to whole milk inoculated with L. monocytogenes at ˜4 log10 cfu/mL. Samples were stored at 7°C for 21 d, and L. monocytogenes counts were determined weekly. Inhibitory concentrations of LAE (800 mg/L) and EPL (100-400 mg/L), as well as SC and CA (3,200 mg/L each), were identified. The addition of EPL at 800 mg/L reduced L. monocytogenes counts by >3 log10 cfu/mL from initial inoculation levels after 21 d. Addition of hydrogen peroxide to milk reduced counts by >3 log10 cfu/mL from initial inoculation within 24 h (400 and 800 mg/L) or by d 7 (200 mg/L). Although the combinatory treatments of EPL + CA, EPL + LAE, and LAE + SC were characterized as indifferent, EPL + SC worked synergistically to reduce L. monocytogenes populations in milk over 21 d. Overall, these data identify potential antimicrobial treatments to control L. monocytogenes in milk and serve as a foundation for the continued development of antimicrobial controls for L. monocytogenes in dairy products.


Subject(s)
Anti-Bacterial Agents/pharmacology , Listeria monocytogenes/drug effects , Milk/microbiology , Animals , Cheese/microbiology , Colony Count, Microbial , Drug Synergism , Food Microbiology , Food Preservation
16.
J Food Prot ; 81(1): 79-83, 2018 01.
Article in English | MEDLINE | ID: mdl-29271687

ABSTRACT

Cheese brines are often used for prolonged periods, with adjustments made only to pH and salt content. Pathogens, including Salmonella enterica Typhimurium, Escherichia coli O157:H7, and Listeria monocytogenes, have been shown to survive long periods in model and commercial brines under common brining conditions. The objective of this study was to determine the survival of L. monocytogenes in model cheese brines, with and without whey added at 2%, when acidified to a pH of 2 using food-grade acids. Survival in untreated brines over a 6-month period was also assessed. Cultures of L. monocytogenes were propagated to induce salt and acid tolerance prior to inoculation at ∼6 log CFU/mL into model brines (pH 5.2, 20% NaCl). Following a week-long adaption period at 12°C, inoculated brines were acidified to pH 2.0 within 15 min using either hydrochloric, acetic, citric, or lactic acid, held at that pH for up to 24 h, and neutralized prior to enumeration and enrichment. Overall, each acid treatment was capable of achieving ≥5-log reductions in L. monocytogenes counts within 135 min at pH 2. Hydrochloric acid required the lowest volume to achieve treatment pH and was the most effective treatment in the absence of whey. However, it was the least effective in the presence of whey. Acetic acid produced rapid inactivation in both brines but required impractical volumes of acid to reach the treatment pH. Citric acid was similarly effective in both brines but was the second least effective in terms of time to achieve a ≥5-log reduction. Although only slight and insignificant differences were observed, lactic acid appears to be the more practical and promising approach for the inactivation of L. monocytogenes in cheese brines by producing the most rapid inactivation in the presence and absence of whey. Acidification as a preventive control for L. monocytogenes could increase adoption of brine treatments by small-scale cheese producers, thereby reducing food safety risks.


Subject(s)
Cheese/microbiology , Listeria monocytogenes/drug effects , Sodium Chloride/chemistry , Cheese/analysis , Escherichia coli O157 , Food Microbiology , Hydrogen-Ion Concentration , Listeria monocytogenes/growth & development , Salmonella typhimurium , Salts
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