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1.
J Soc Psychol ; 163(4): 522-536, 2023 Jul 04.
Article in English | MEDLINE | ID: mdl-34812126

ABSTRACT

In two studies, participants completed an implicit attractiveness task with faces as primes varying on (a) facial features from Afrocentric to Eurocentric and (b) skin tone from dark to light, and target pictures of environmental scenes varying in attractiveness. On each trial, participants were briefly primed with a face. Next, they categorized a target picture as either attractive or unattractive as quickly as possible. In addition, in Study 2, participants rated the same faces on an attractiveness scale. While results of Study 1 showed that when faces were medium in skin tone, participants were more accurate when primed with a Eurocentric face responding to attractive targets, but also more accurate when primed with an Afrocentric face responding to unattractive targets, a more powerful Study 2 failed to replicate this effect. There was no relationship between participants' explicit ratings of attractiveness and accuracy rates in the implicit attractiveness task.


Subject(s)
Beauty , Skin Pigmentation , Humans , Face
2.
Biomed Res Int ; 2022: 1293548, 2022.
Article in English | MEDLINE | ID: mdl-35769667

ABSTRACT

In this paper, we develop a detection module with strong training testing to develop a dense convolutional neural network model. The model is designed in such a way that it is trained with necessary features for optimal modelling of the cancer detection. The method involves preprocessing of computerized tomography (CT) images for optimal classification at the testing stages. A 10-fold cross-validation is conducted to test the reliability of the model for cancer detection. The experimental validation is conducted in python to validate the effectiveness of the model. The result shows that the model offers robust detection of cancer instances that novel approaches on large image datasets. The simulation result shows that the proposed method provides analyzes with 94% accuracy than other methods. Also, it helps to reduce the detection errors while classifying the cancer instances than other methods the several existing methods.


Subject(s)
Neoplasms , Neural Networks, Computer , Humans , Image Processing, Computer-Assisted/methods , Neoplasms/diagnostic imaging , Reproducibility of Results , Tomography, X-Ray Computed/methods
3.
Am J Geriatr Psychiatry ; 30(1): 78-86, 2022 01.
Article in English | MEDLINE | ID: mdl-34053835

ABSTRACT

Mistreatment by patients is unfortunately common in clinical medicine, including geriatric subspecialties. Despite the prevalence of this problem, there are few standardized approaches for addressing it at both interpersonal and institutional levels. The "ERASE" framework is a novel, practical approach for addressing mistreatment by patients. "ERASE" includes Expecting and preparing for mistreatment by patients, Recognizing mistreatment, Addressing mistreatment in real time, Supporting members of the healthcare team who have been mistreated, and Establishing a positive institutional culture. The framework may prove particularly helpful and applicable to providers specializing in geriatrics and can be used by administrators, educators, and all members of the healthcare team to promote safe, dignified clinical care and learning environments.


Subject(s)
Geriatrics , Aged , Humans , Learning
4.
Med Teach ; 42(6): 622-627, 2020 06.
Article in English | MEDLINE | ID: mdl-31033363

ABSTRACT

The incorporation of actors as standardized patients (SPs) to help students achieve learning goals across a range of topics has become widespread in medical education. SPs are integrated into formative and summative objective structured clinical examinations by medical educators and by licensing boards for assessment of competence. While SPs are useful for assessment of dynamic skills, they also have significant utility as an engaging instructional method. Few tools in teaching allow for the breadth of instruction, practice, and assessment offered by workshops involving SPs. A simulated encounter with an SP may be a trainee's only opportunity to experience working through a particular clinical scenario in an environment that carries no risk of significant harm. Thus, there is immense potential for educational innovation with SPs. The following Twelve Tips piece provides suggestions for harnessing this potential based on available literature and educational experiences of the authors.


Subject(s)
Education, Medical , Running , Students, Medical , Clinical Competence , Humans , Learning , Patient Simulation , Students
6.
MedEdPORTAL ; 15: 10865, 2019 12 27.
Article in English | MEDLINE | ID: mdl-32051848

ABSTRACT

Introduction: Mistreatment of physicians by patients is a long-standing phenomenon that has garnered increased attention recently. Medical students and residents also experience mistreatment, and many supervising physicians do not know how to recognize it or respond appropriately. Little guidance exists as to how faculty should best address these situations. We developed, taught, and evaluated a stepwise approach to help faculty physicians manage patient mistreatment of trainees (residents and students). Methods: Our approach is summarized by the acronym ERASE: (1) Expect that mistreatment will occur. (2) Recognize episodes of mistreatment. (3) Address the situation in real time. (4) Support the learner after the event. (5) Establish/encourage a positive culture. We designed an interactive, case-based educator development session to teach ERASE and surveyed participants before and after to evaluate the session. Sixty-nine participants attended one of four workshops between November 2017 and January 2018. Results: Nearly 80% of attendees reported having received no prior training in managing mistreatment of trainees by patients. Participants noted significant changes in their confidence in recognizing and responding to episodes of mistreatment after the session compared with just prior to it. Discussion: ERASE fills an important void in medical education by introducing a novel, easy-to-understand approach that faculty can employ to manage mistreatment of trainees. We have continued to disseminate this model to faculty and residents in various departments around our medical center and at national conferences. This resource will allow educators to disseminate the ERASE model at their home institutions.


Subject(s)
Education/methods , Physicians/psychology , Social Discrimination/psychology , Students, Medical/psychology , Cultural Diversity , Education, Medical, Undergraduate/methods , Faculty/organization & administration , Female , Humans , Interpersonal Relations , Learning/physiology , Male , Patients/psychology , Physicians/statistics & numerical data , Social Behavior , Social Discrimination/statistics & numerical data , Students, Medical/statistics & numerical data , Surveys and Questionnaires
8.
Med Teach ; 40(12): 1308-1309, 2018 12.
Article in English | MEDLINE | ID: mdl-29375008

ABSTRACT

In this thoughtful article, medical educators in various stages of their careers (resident, mid-career clinician-educators, medical school deans) reflect upon increasing reports of harassment and mistreatment of trainees by patients. In addition to providing a general overview of the limited literature on this topic, the authors describe their own experience collecting information on trainee mistreatment by patients at their institution. They explore the universal difficulty that educators face regarding how to best address this mistreatment and support both faculty and trainees. Given the current sociopolitical climate, there has never been a more urgent need to critically examine this issue. The authors call on the greater medical education community to join them in these important conversations.


Subject(s)
Aggression , Attitude of Health Personnel , Education, Medical/organization & administration , Occupational Health/statistics & numerical data , Professional-Patient Relations , Workplace Violence/statistics & numerical data , Humans , Internship and Residency/organization & administration , Students, Medical
10.
PLoS One ; 10(6): e0128712, 2015.
Article in English | MEDLINE | ID: mdl-26043136

ABSTRACT

The first known outbreak of eastern equine encephalitis (EEE) in Vermont occurred on an emu farm in Rutland County in 2011. The first isolation of EEE virus (EEEV) in Vermont (VT11) was during this outbreak. Phylogenetic analysis revealed that VT11 was most closely related to FL01, a strain from Florida isolated in 2001, which is both geographically and temporally distinct from VT11. EEEV RNA was not detected in any of the 3,905 mosquito specimens tested, and the specific vectors associated with this outbreak are undetermined.


Subject(s)
Disease Outbreaks/veterinary , Encephalitis Virus, Eastern Equine/isolation & purification , Encephalomyelitis, Eastern Equine/epidemiology , Encephalomyelitis, Eastern Equine/virology , Horses/virology , Phylogeny , Animals , Culicidae/virology , Encephalitis Virus, Eastern Equine/genetics , Genome, Viral , Geography , Likelihood Functions , Vermont/epidemiology
11.
J Air Waste Manag Assoc ; 64(3): 280-90, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24701687

ABSTRACT

UNLABELLED: An evaluation of the steady-state dispersion model AERMOD was conducted to determine its accuracy at predicting hourly ground-level concentrations of sulfur dioxide (SO2) by comparing model-predicted concentrations to a full year of monitored SO2 data. The two study sites are comprised of three coal-fired electrical generating units (EGUs) located in southwest Indiana. The sites are characterized by tall, buoyant stacks,flat terrain, multiple SO2 monitors, and relatively isolated locations. AERMOD v12060 and AERMOD v12345 with BETA options were evaluated at each study site. For the six monitor-receptor pairs evaluated, AERMOD showed generally good agreement with monitor values for the hourly 99th percentile SO2 design value, with design value ratios that ranged from 0.92 to 1.99. AERMOD was within acceptable performance limits for the Robust Highest Concentration (RHC) statistic (RHC ratios ranged from 0.54 to 1.71) at all six monitors. Analysis of the top 5% of hourly concentrations at the six monitor-receptor sites, paired in time and space, indicated poor model performance in the upper concentration range. The amount of hourly model predicted data that was within a factor of 2 of observations at these higher concentrations ranged from 14 to 43% over the six sites. Analysis of subsets of data showed consistent overprediction during low wind speed and unstable meteorological conditions, and underprediction during stable, low wind conditions. Hourly paired comparisons represent a stringent measure of model performance; however given the potential for application of hourly model predictions to the SO2 NAAQS design value, this may be appropriate. At these two sites, AERMOD v12345 BETA options do not improve model performance. IMPLICATIONS: A regulatory evaluation of AERMOD utilizing quantile-quantile (Q-Q) plots, the RHC statistic, and 99th percentile design value concentrations indicates that model performance is acceptable according to widely accepted regulatory performance limits. However, a scientific evaluation examining hourly paired monitor and model values at concentrations of interest indicates overprediction and underprediction bias that is outside of acceptable model performance measures. Overprediction of 1-hr SO2 concentrations by AERMOD presents major ramifications for state and local permitting authorities when establishing emission limits.


Subject(s)
Air Pollutants , Models, Theoretical , Power Plants/statistics & numerical data , Sulfur Dioxide , Coal , Indiana
12.
AIDS Behav ; 18(1): 36-40, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23892769

ABSTRACT

The National HIV/AIDS Strategy (NHAS) clearly emphasized the need to provide services to black men who have sex with men (MSM). However, there are no estimates of the unmet HIV-related service delivery needs among black MSM. We estimate that of 195,313 black MSM living with HIV in the US, 50,196 were not yet diagnosed, and 145,118 were aware of their seropositivity (of whom 67,625 were not linked to care and 77,493 were linked to care). Also, of those already diagnosed, ~43,390 had undetectable viral load and 101,728 had detectable viral load. Approximately 19,545 of diagnosed black MSM engage in unprotected risk behavior in serostatus-discordant partnerships. The cost of delivering services needed to meet the NHAS goals is ~$2.475 billion in 2011 U.S. dollars. Mathematical modeling suggests that provisions of these services would avert 6213 HIV infections at an economically favorable cost of $20,032 per quality-adjusted life year saved.


Subject(s)
Black or African American/statistics & numerical data , HIV Infections/economics , Health Services Needs and Demand/economics , Homosexuality, Male , Housing/statistics & numerical data , Adolescent , Adult , HIV Infections/diagnosis , HIV Infections/prevention & control , HIV Infections/therapy , HIV Seropositivity , Healthcare Disparities , Humans , Male , Risk-Taking , Sexual Partners , United States/epidemiology , Unsafe Sex , Viral Load , Young Adult
13.
PLoS Negl Trop Dis ; 7(1): e1931, 2013.
Article in English | MEDLINE | ID: mdl-23359824

ABSTRACT

O'nyong nyong virus (ONNV) and Chikungunya virus (CHIKV) are two closely related alphaviruses with very different infection patterns in the mosquito, Anopheles gambiae. ONNV is the only alphavirus transmitted by anopheline mosquitoes, but specific molecular determinants of infection of this unique vector specificity remain unidentified. Fifteen distinct chimeric viruses were constructed to evaluate both structural and non-structural regions of the genome and infection patterns were determined through artificial infectious feeds in An. gambiae with each of these chimeras. Only one region, non-structural protein 3 (nsP3), was sufficient to up-regulate infection to rates similar to those seen with parental ONNV. When ONNV non-structural protein 3 (nsP3) replaced nsP3 from CHIKV virus in one of the chimeric viruses, infection rates in An. gambiae went from 0% to 63.5%. No other single gene or viral region addition was able to restore infection rates. Thus, we have shown that a non-structural genome element involved in viral replication is a major element involved in ONNV's unique vector specificity.


Subject(s)
Alphavirus/physiology , Host Specificity , Viral Nonstructural Proteins/genetics , Alphavirus/genetics , Animals , Anopheles/virology , Chikungunya virus/genetics , Disease Vectors , Viral Nonstructural Proteins/metabolism
14.
Am J Trop Med Hyg ; 88(1): 103-7, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23208886

ABSTRACT

Serum samples from 489 free-ranging white-tailed deer (Odocoileus virginianus) were screened for antibodies against the Eastern equine encephalitis virus (EEEV) using plaque reduction neutralization tests (PRNTs). EEEV antibodies were detected in 10.2% of serum samples. This is the first evidence that EEEV is present in Vermont. Serum was collected from deer in all 14 counties in the state, and positive EEEV sera were found in 12 (85%) of 14 counties, suggesting statewide EEEV activity in Vermont. Analysis of the spatial distribution of PRNT-positive samples revealed a random distribution of EEEV throughout the state. The results indicate widespread EEEV activity in Vermont and suggest that EEEV is not a recent introduction to the state but that EEEV activity has not been detected until now.


Subject(s)
Deer/virology , Encephalitis Virus, Eastern Equine/isolation & purification , Animals , Vermont
15.
PLoS Negl Trop Dis ; 6(11): e1875, 2012.
Article in English | MEDLINE | ID: mdl-23133685

ABSTRACT

Venezuelan equine encephalitis virus (VEEV) has been the causative agent for sporadic epidemics and equine epizootics throughout the Americas since the 1930s. In 1969, an outbreak of Venezuelan equine encephalitis (VEE) spread rapidly from Guatemala and through the Gulf Coast region of Mexico, reaching Texas in 1971. Since this outbreak, there have been very few studies to determine the northward extent of endemic VEEV in this region. This study reports the findings of serologic surveillance in the Gulf Coast region of Mexico from 2003-2010. Phylogenetic analysis was also performed on viral isolates from this region to determine whether there have been substantial genetic changes in VEEV since the 1960s. Based on the findings of this study, the Gulf Coast lineage of subtype IE VEEV continues to actively circulate in this region of Mexico and appears to be responsible for infection of humans and animals throughout this region, including the northern State of Tamaulipas, which borders Texas.


Subject(s)
Encephalitis Virus, Venezuelan Equine/isolation & purification , Encephalomyelitis, Venezuelan Equine/epidemiology , Endemic Diseases , Adolescent , Adult , Aged , Child , Child, Preschool , Cluster Analysis , Female , Humans , Infant , Infant, Newborn , Male , Mexico/epidemiology , Middle Aged , Molecular Epidemiology , Molecular Sequence Data , Phylogeny , RNA, Viral/genetics , Sequence Analysis, DNA , Seroepidemiologic Studies , Young Adult
16.
J Wildl Dis ; 48(4): 1109-12, 2012 Oct.
Article in English | MEDLINE | ID: mdl-23060520

ABSTRACT

During fall 2010, 21 moose (Alces americanus) sera collected in northeastern Vermont were screened for eastern equine encephalitis virus (EEEV) antibodies using plaque reduction neutralization tests. Six (29%) were antibody positive. This is the first evidence of EEEV activity in Vermont, and the second report of EEEV antibodies in moose.


Subject(s)
Antibodies, Viral/blood , Deer/virology , Encephalitis Virus, Eastern Equine/immunology , Encephalomyelitis, Equine/veterinary , Animals , Animals, Wild/virology , Encephalomyelitis, Equine/epidemiology , Female , Male , Seroepidemiologic Studies , Vermont/epidemiology
17.
Clin Vaccine Immunol ; 18(4): 580-7, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21346058

ABSTRACT

Primary West Nile virus (WNV) infections can be diagnosed using a number of tests that detect infectious particles, nucleic acid, and specific IgM and/or IgG antibodies. However, serological identification of the infecting agent in secondary or subsequent flavivirus infections is problematic due to the extensive cross-reactivity of flavivirus antibodies. This is particularly difficult in the tropical Americas where multiple flaviviruses cocirculate. A study of sequential flavivirus infection in horses was undertaken using three medically important flaviviruses and five widely utilized diagnostic assays to determine if WNV infection in horses that had a previous St. Louis encephalitis virus (SLEV) or dengue virus type 2 (DENV-2) infection could be diagnosed. Following the primary inoculation, 25% (3/12) and 75% (3/4) of the horses mounted antibody responses against SLEV and DENV-2, respectively. Eighty-eight percent of horses subsequently inoculated with WNV had a WNV-specific antibody response that could be detected with one of these assays. The plaque reduction neutralization test (PRNT) was sensitive in detection but lacked specificity, especially following repeated flavivirus exposure. The WNV-specific IgM enzyme-linked immunosorbent assay (IgM ELISA) was able to detect an IgM antibody response and was not cross-reactive in a primary SLEV or DENV response. The WNV-specific blocking ELISA was specific, showing positives only following a WNV injection. Of great importance, we demonstrated that timing of sample collection and the need for multiple samples are important, as the infecting etiology could be misdiagnosed if only a single sample is tested.


Subject(s)
Clinical Laboratory Techniques/methods , Horse Diseases/diagnosis , West Nile Fever/veterinary , Americas , Animals , Antibodies, Viral/blood , Cross Reactions , Dengue/immunology , Dengue/veterinary , Dengue Virus/immunology , Encephalitis Virus, St. Louis/immunology , Encephalitis, St. Louis/immunology , Encephalitis, St. Louis/veterinary , Horses , Sensitivity and Specificity , Serologic Tests/methods , West Nile Fever/diagnosis
18.
Retrovirology ; 7: 74, 2010 Sep 13.
Article in English | MEDLINE | ID: mdl-20836880

ABSTRACT

BACKGROUND: The gut-associated lymphoid tissue (GALT) is the largest lymphoid organ infected by human immunodeficiency virus type 1 (HIV-1). It serves as a viral reservoir and host-pathogen interface in infection. This study examined whether different parts of the gut and peripheral blood lymphocytes (PBL) contain different drug-resistant HIV-1 variants. METHODS: Gut biopsies (esophagus, stomach, duodenum and colon) and PBL were obtained from 8 HIV-1 infected preHAART (highly active antiretroviral therapy) patients at three visits over 18 months. Patients received AZT, ddI or combinations of AZT/ddI. HIV-1 Reverse transcriptase (RT)-coding sequences were amplified from viral DNA obtained from gut tissues and PBL, using nested PCR. The PCR fragments were cloned and sequenced. The resulting sequences were subjected to phylogenetic analyses, and antiretroviral drug mutations were identified. RESULTS: Phylogenetic and drug mutation analyses revealed differential distribution of drug resistant mutations in the gut within patients. The level of drug-resistance conferred by the RT sequences was significantly different between different gut tissues and PBL, and varied with antiretroviral therapy. The sequences conferring the highest level of drug-resistance to AZT were found in the colon. CONCLUSION: This study confirms that different drug-resistant HIV-1 variants are present in different gut tissues, and it is the first report to document that particular gut tissues may select for drug resistant HIV-1 variants.


Subject(s)
Anti-HIV Agents/pharmacology , Blood/virology , Colon/virology , Drug Resistance, Viral , HIV Infections/virology , HIV-1/isolation & purification , Zidovudine/pharmacology , DNA, Viral/genetics , DNA, Viral/isolation & purification , Duodenum/virology , Esophagus/virology , HIV Reverse Transcriptase/genetics , HIV-1/drug effects , Humans , Lymph Nodes/virology , Male , Mutation, Missense , Phylogeny , Polymerase Chain Reaction , Sequence Analysis, DNA , Stomach/virology , Viral Load
19.
J Bone Joint Surg Am ; 90(3): 540-53, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18310704

ABSTRACT

BACKGROUND: Both the Tanner-Whitehouse-III RUS score, which is based on the radiographic appearance of the epiphyses of the distal part of the radius, the distal part of the ulna, and small bones of the hand, and the digital skeletal age skeletal maturity scoring system, which is based on just the metacarpals and phalanges, correlate highly with the curve acceleration phase in girls with idiopathic scoliosis. However, these systems require an atlas and access to the scoring system, making their use impractical in a busy clinical setting. We sought to develop a simplified system that would correlate highly with scoliosis behavior but that would also be rapid and reliable for clinical practice. METHODS: A simplified staging system involving the use of the Tanner-Whitehouse-III descriptors was developed. It was tested for intraobserver and interobserver reliability by six individuals on thirty skeletal age radiographs. The system was compared with the timing of the curve acceleration phase in a cohort of twenty-two girls with idiopathic scoliosis. RESULTS: The average intraobserver unweighted kappa value was 0.88, and the average weighted kappa value was 0.96. The percentage of exact matches between readings for each rater was 89%, and 100% of the differences were within one unit. The average interobserver unweighted kappa value was 0.71, and the average weighted kappa value was 0.89. The percentage of exact matches between two reviewers was 71%, and 97% of the interobserver differences were within one stage or matched. The agreement was highest between the most experienced raters. Interobserver reliability was not improved by the use of a classification-specific atlas. The correlation of the staging system with the curve acceleration phase was 0.91. CONCLUSIONS: The simplified skeletal maturity scoring system is reliable and correlates more strongly with the behavior of idiopathic scoliosis than the Risser sign or Greulich and Pyle skeletal ages do. The system has a modest learning curve but is easily used in a clinical setting and, in conjunction with curve type and magnitude, appears to be strongly prognostic of future scoliosis curve behavior.


Subject(s)
Bone Development/physiology , Scoliosis/classification , Adolescent , Age Determination by Skeleton , Disease Progression , Epiphyses/physiology , Female , Humans , Logistic Models , Prognosis , Radius/diagnostic imaging , Radius/physiology , Scoliosis/diagnostic imaging , Ulna/diagnostic imaging , Ulna/physiology
20.
J Food Prot ; 71(2): 420-5, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18326199

ABSTRACT

The ability of Listeria monocytogenes to grow at refrigeration temperatures is critical for transmission of this foodborne pathogen. We evaluated the contributions of different transcriptional regulators and two-component regulatory systems to L. monocytogenes cold adaptation and cold growth. L. monocytogenes parent strain 10403S and selected isogenic null mutants in genes encoding four alternative sigma factors (sigB, sigH, sigC, and sigL), two regulators of sigmaB (rsbT and rsbV), two negative regulators (ctsR and hrcA), and 15 two-component response regulators were grown in brain heart infusion broth at 4 degrees C with (i) a high-concentration starting inoculum (10(8) CFU/ml), (ii) a low-concentration starting inoculum (102 CFU/ml), and (iii) a high-concentration starting inoculum of cold-adapted cells. With a starting inoculum of 10(8) CFU/ml, null mutants in genes encoding selected alternative sigma factors (DeltasigH, DeltasigC, and DeltasigL), a negative regulator (DeltactsR), regulators of sigmaB (DeltarsbT and DeltarsbV), and selected two-component response regulators (DeltalisR, Deltalmo1172, and Deltalmo1060) had significantly reduced growth (P < 0.05) compared with the parent strain after 12 days at 4 degrees C. The growth defect for DeltasigL was limited and was not confirmed by optical density (OD600) measurement data. With a starting inoculum of 102 CFU/ml and after monitoring growth at 4 degrees C over 84 days, only the DeltactsR strain had a consistent but limited growth defect; the other mutant strains had either no growth defects or limited growth defects apparent at only one or two of the nine sampling points evaluated during the 84-day growth period (DeltasigB, DeltasigC, and Deltalmo1172). With a 10(8) CFU/ml starting inoculum of cold-adapted cells, none of the mutant strains that had a growth defect when inoculation was performed with cells pregrown at 37 degrees C had reduced growth as compared with the parent strain after 12 days at 4 degrees C, suggesting a specific defect in the ability of these mutant strains to adapt to 4 degrees C after growth at 37 degrees C. Our data indicate (i) selected sigma factors and two-component regulators may contribute to cold adaptation even though two-component regulatory systems, alternative sigma factors, and the negative regulators CtsR and HrcA appear to have limited contributions to L. monocytogenes growth at 4 degrees C in rich media, and (ii) inoculum concentration and pregrowth conditions affect the L. monocytogenes cold-growth phenotype.


Subject(s)
Adaptation, Physiological , Food Microbiology , Gene Expression Regulation, Bacterial , Listeria monocytogenes/physiology , Sigma Factor/genetics , Cold Temperature , Colony Count, Microbial , Food Contamination/analysis , Food Contamination/prevention & control , Humans , Listeria monocytogenes/genetics , Listeria monocytogenes/growth & development , Mutation , Transcription Factors
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