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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2017.02214</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title><italic>Salmonella</italic> in Peripheral Lymph Nodes of Healthy Cattle at Slaughter</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Webb</surname> <given-names>Hattie E.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/307239/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Brichta-Harhay</surname> <given-names>Dayna M.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn003"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/464642/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Brashears</surname> <given-names>Mindy M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Nightingale</surname> <given-names>Kendra K.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Arthur</surname> <given-names>Terrance M.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/340545/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Bosilevac</surname> <given-names>Joseph M.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/264842/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kalchayanand</surname> <given-names>Norasak</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Schmidt</surname> <given-names>John W.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/492018/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Wang</surname> <given-names>Rong</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Granier</surname> <given-names>Sophie A.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/117591/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Brown</surname> <given-names>Tyson R.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/494238/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Edrington</surname> <given-names>Thomas S.</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Shackelford</surname> <given-names>Steven D.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Wheeler</surname> <given-names>Tommy L.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Loneragan</surname> <given-names>Guy H.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>International Center for Food Industry Excellence, Texas Tech University</institution>, <addr-line>Lubbock, TX</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>U.S. Department of Agriculture, Agricultural Research Service, U.S. Meat Animal Research Center, Clay Center</institution>, <addr-line>NE</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Laboratory for Food Safety, ANSES, Universit&#x000E9; Paris-Est</institution>, <addr-line>Maisons-Alfort</addr-line>, <country>France</country></aff>
<aff id="aff4"><sup>4</sup><institution>Cargill Inc.</institution>, <addr-line>Wichita, KS</addr-line>, <country>United States</country></aff>
<aff id="aff5"><sup>5</sup><institution>Diamond V Mills, Inc.</institution>, <addr-line>Cedar Rapids, IA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: David Rodriguez-Lazaro, University of Burgos, Spain</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: H&#x000E9;ctor Arg&#x000FC;ello, Universidad de C&#x000F3;rdoba, Spain; Dario De Medici, Istituto Superiore di Sanit&#x000E0;, Italy</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Guy H. Loneragan <email>guy.loneragan&#x00040;ttu.edu</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Food Microbiology, a section of the journal Frontiers in Microbiology</p></fn>
<fn fn-type="other" id="fn003"><p>&#x02020;These authors have contributed equally to this work.</p></fn></author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>11</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>2214</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>06</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>10</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Webb, Brichta-Harhay, Brashears, Nightingale, Arthur, Bosilevac, Kalchayanand, Schmidt, Wang, Granier, Brown, Edrington, Shackelford, Wheeler and Loneragan.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Webb, Brichta-Harhay, Brashears, Nightingale, Arthur, Bosilevac, Kalchayanand, Schmidt, Wang, Granier, Brown, Edrington, Shackelford, Wheeler and Loneragan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>To more fully characterize the burden of <italic>Salmonella enterica</italic> in bovine peripheral lymph nodes (PLN), PLN (<italic>n</italic> &#x0003D; 5,450) were collected from healthy cattle at slaughter in 12 commercial abattoirs that slaughtered feedlot-fattened (FF) cattle exclusively (<italic>n</italic> &#x0003D; 7), cattle removed (or culled) from breeding herds (<italic>n</italic> &#x0003D; 3), or both FF and cull cattle (<italic>n</italic> &#x0003D; 2). Qualitative and quantitative methods were used to estimate prevalence and concentration of <italic>Salmonella</italic> in PLN. Isolates were subjected to a variety of phenotypic, serological, and molecular assays. Overall, <italic>Salmonella</italic> prevalence in PLN from FF and cull cattle was 7.1 and 1.8%. However, burden varied by season in that observed prevalence in PLN collected in cooler or warmer seasons was 2.4 and 8.2%, respectively. Prevalence in PLN from cull cattle in the southwest region of the US was 2.1 and 1.1% for cool and warm seasons, respectively; however, prevalence in FF PLN was far greater in that it was 6.5 and 31.1%, respectively. <italic>Salmonella</italic> was recovered from 289 (5.6%) PLN and 2.9% (<italic>n</italic> &#x0003D; 160) of all PLN tested had quantifiable concentrations that varied from 1.6 to 4.9 log<sub>10</sub> colony forming units/PLN. The most common serotypes isolated from PLN were Montevideo (26.9%), Lille (14.9%), Cerro (13.0%), Anatum (12.8%), and Dublin (6.9%). In all, 376 unique isolates were collected from the 289 <italic>Salmonella</italic>-positive PLN. Antimicrobial susceptibility testing revealed the majority (80.6%) of these isolates were pansusceptible; however, 10.7% of isolates were found to be resistant to two or more antimicrobial classes. We were able to document an observed increased in prevalence of <italic>Salmonella</italic> in PLN during the warmer season, particularly in FF cattle from the southwest region of the US. The mechanisms underlying the observed association between season, region, and production source have yet to be elucidated. Nevertheless, these findings increase our understanding of the sources of contamination of beef products and shed light on transmission dynamics that may be useful in targeting these sources.</p></abstract>
<kwd-group>
<kwd><italic>Salmonella</italic></kwd>
<kwd>lymph nodes</kwd>
<kwd>cattle</kwd>
<kwd>seasonality</kwd>
<kwd>regionality</kwd>
<kwd>serotype</kwd>
<kwd>antimicrobial resistance phenotype</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="45"/>
<page-count count="10"/>
<word-count count="7813"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p><italic>Salmonella enterica</italic> subspecies <italic>enterica</italic> (here after referred to as <italic>Salmonella</italic>) is an important group of foodborne pathogens resulting in an estimated 1.2 million illnesses, more than 23,000 hospitalizations, and 450 deaths in the United States (US) each year (Scallan et al., <xref ref-type="bibr" rid="B38">2011</xref>). Financial losses resulting from <italic>Salmonella</italic> infections are considerable; the United States Department of Agriculture (USDA) Economic Research Service (ERS) reports that the total annual cost of foodborne illness attributed to <italic>Salmonella</italic> is $3,666,600,031 in medical expenses, loss of productivity, and cost of premature death (Economic Research Service (ERS), <xref ref-type="bibr" rid="B13">2014</xref>). Common vehicles of exposure&#x02014;many of which are presumably attributable to vertical transmission, fecal contamination and poor food hygiene&#x02014;include eggs, raw milk and dairy products, poultry, produce, and beef (Guo et al., <xref ref-type="bibr" rid="B22">2011</xref>).</p>
<p>Ground beef is an important vehicle for human exposure to foodborne pathogens (including <italic>Salmonella</italic>), and was implicated in three outbreaks of salmonellosis between 2010 and 2015 (McLaughlin et al., <xref ref-type="bibr" rid="B31">2006</xref>; Centers for Disease Control and Prevention (CDC), <xref ref-type="bibr" rid="B8">2012b</xref>, <xref ref-type="bibr" rid="B6">2013</xref>). Authors have proposed that the carriage of <italic>Salmonella</italic> by cattle may contribute to the overall prevalence within ground beef products (Bosilevac et al., <xref ref-type="bibr" rid="B3">2009</xref>). It is a common belief that much of the contamination of beef products results from fecal contamination of hides that in turn contaminate the carcass surface during carcass dressing. Consequently, comprehensive food safety systems have been developed and implemented into slaughter processes to mitigate risks associated with surface contamination. In laboratory settings, the same control strategies that have been implemented generally mitigate both <italic>E. coli</italic> O157:H7 and <italic>Salmonella</italic> (Wheeler et al., <xref ref-type="bibr" rid="B45">2014</xref>). These interventions appear to have effectively reduced the burden of foodborne illness attributed to <italic>E. coli</italic> O157:H7 (Centers for Disease Control and Prevention (CDC), <xref ref-type="bibr" rid="B9">2015</xref>); in 2001, the USDA Food Safety Inspection Service (FSIS) recovered <italic>E. coli</italic> O157:H7 from 0.9% of ground beef samples, whereas in 2014 the recovery was just 0.04%. However, the same successful outcomes have not been observed for <italic>Salmonella</italic> (Centers for Disease Control and Prevention (CDC), <xref ref-type="bibr" rid="B9">2015</xref>). Despite the implementation of interventions, the prevalence of <italic>Salmonella</italic> in ground beef products has remained relatively constant and ranges between 1.6 and 4.2% depending on the size of the sample and the analysis methods employed (Bosilevac et al., <xref ref-type="bibr" rid="B3">2009</xref>; Food Safety Inspection Service, <xref ref-type="bibr" rid="B18">2011</xref>).</p>
<p>Because current in-plant intervention strategies primarily targeting surface contamination have not been successful in decreasing the burden of <italic>Salmonella</italic>&#x02014;at least to the same extent as <italic>E. coli</italic> O157, alternative potential routes of contamination other than sanitation carcass dressing procedures have been investigated (Arthur et al., <xref ref-type="bibr" rid="B2">2008</xref>; Haneklaus et al., <xref ref-type="bibr" rid="B23">2012</xref>; Gragg et al., <xref ref-type="bibr" rid="B19">2013a</xref>). Authors proposed that pathogen contamination of ground beef might also occur via incorporation of contaminated lymph nodes, particularly certain peripheral lymph nodes (PLN) (Arthur et al., <xref ref-type="bibr" rid="B2">2008</xref>; Haneklaus et al., <xref ref-type="bibr" rid="B23">2012</xref>; Gragg et al., <xref ref-type="bibr" rid="B19">2013a</xref>; Li et al., <xref ref-type="bibr" rid="B30">2015</xref>). Harborage within the PLN provides <italic>Salmonella</italic> protection against surface-oriented mitigation approaches, and this source of contamination would explain the greater prevalence of <italic>Salmonella</italic> observed in ground beef relative to beef trim destined for ground beef. In prior exploratory work, researchers found that recovery of <italic>Salmonella</italic> from bovine PLN is not uncommon and that likelihood of recovery might be associated with factors such as season (Gragg et al., <xref ref-type="bibr" rid="B19">2013a</xref>). Given the importance of (a) <italic>Salmonella</italic> as a food-borne pathogen, and (b) the need to target areas of greatest burden, we set out to more fully characterize and describe the burden of <italic>Salmonella</italic> in PLN in healthy cattle at slaughter by season, region of the country, and production source. This information will be useful in informing risk assessors and targeted risk abatement if and where it is warranted.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<p>Subiliac PLN were collected from carcasses of cull and feedlot-fattened (FF) cattle presented for slaughter at commercial abattoirs. The subiliac was selected for it&#x00027;s relatively large size, the convenience with which it can be collected without affecting normal operations in commercial abattoirs, and because it has been in the PLN of choice in most prior studies. Samples were collected over approximately a 1-year period. Samples collected in spring (February through May, 2012) and winter (November and December 2012) were designated as being collected in &#x0201C;cooler seasons,&#x0201D; and those sampled in summer/fall (June through October, 2012) were designated as being collected in &#x0201C;warmer seasons.&#x0201D; The convenience sample collection included 12 commercial processing abattoirs, including: seven abattoirs that almost exclusively slaughtered cattle fattened in feedlots, three abattoirs that almost exclusively slaughtered cattle removed (or culled) from breeding herds and dairy cattle (i.e., cull cattle), and two abattoirs that slaughtered a mix of FF and cull cattle. Participating abattoirs were categorized regionally (Figure <xref ref-type="fig" rid="F1">1</xref>) as regions A, B, and C. Three times in each season, a convenience sample of 75 PLN were collected from each of the abattoirs. Following collection, PLN were shipped to either Texas Tech University or the U.S. Meat Animal Research Center for microbiological analyses. All samples were collected from carcasses of animals after post-mortem veterinary inspection at federally inspected commercial abattoirs. As such, the research described herein did not use live animals.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Map of regions based on geographic locations; Region A (Colorado, Illinois, Indiana, Iowa, Kansas, Kentucky, Maryland, Missouri, Nebraska, Ohio, Pennsylvania, Virginia, and West Virginia), Region B (Arizona, New Mexico, Oklahoma, and Texas), and Region C (California, Nevada, and Utah).</p></caption>
<graphic xlink:href="fmicb-08-02214-g0001.tif"/>
</fig>
<sec>
<title>Lymph node sample processing and <italic>Salmonella</italic> detection</title>
<p>Peripheral lymph nodes were processed as described previously (Brichta-Harhay et al., <xref ref-type="bibr" rid="B4">2012</xref>). Briefly, after the surrounding fat and fascia were trimmed from PLN, the samples were weighed, submerged into boiling water for 3&#x02013;5 s for surface sterilization, placed in a filtered sample bag (Nasco, Atlanta, GA), pulverized using a rubber mallet, and enriched in 80 mL of tryptic soy broth (TSB; Becton Dickinson, Sparks, MD). Following homogenization, samples were incubated at 25&#x000B0;C for 2 h and then 42&#x000B0;C for 12 h. Enrichments were subjected to immunomagnetic separation (IMS) using paramagnetic beads coated with antibodies to <italic>Salmonella</italic> (Dynabeads anti-<italic>Salmonella</italic>, Invitrogen, Oslo, Norway) and the IMS product was transferred to 3 mL of Rappaport-Vassiliadis (RVS; Remel, St. Louis, MO) broth, which was incubated at 42&#x000B0;C for 18 to 20 h. The incubated RVS broth was streaked onto xylose lysine desoxycholate (XLD; Remel, St. Louis, MO) and brilliant green sulfa (BGS; Becton Dickinson, Franklin Lakes, NJ) agar plates prior to incubation at 37&#x000B0;C for 18&#x02013;20 h.</p>
<p>Quantitative analysis of <italic>Salmonella</italic> harborage was performed as described previously (Brichta-Harhay et al., <xref ref-type="bibr" rid="B4">2012</xref>; Gragg et al., <xref ref-type="bibr" rid="B19">2013a</xref>), with slight modifications as follows. For this, 1 mL of TSB-PLN homogenate was plated in duplicate to Enterobacteriaceae count plates (EB Petrifilm&#x02122;; 3M Microbiology, St. Paul, MN; hereafter referred to as EB plates), prior to incubation for enrichment. Enterobacteriaceae count plates were incubated at 37&#x000B0;C for 22 to 26 h; following incubation, colonies were counted. For each EB plate with characteristic gas producing colonies, the plastic film cover with the thin film of agar attached, was removed from the foam backing, and then gently pressed against the surface of an XLD agar plate, essentially replica-plating the colonies present in the EB plate agar. Xylose lysine desoxycholate (XLD) plates were then incubated at 37&#x000B0;C for 16 h and colonies demonstrating typical <italic>Salmonella</italic> morphology (black colonies with a clear pink ring) were counted and up to 15 colonies per plate were selected for further confirmation. Colonies with morphology atypical of <italic>Salmonella</italic> on XLD were counted and the number deducted from the original count to arrive at the count used to estimate the concentration of <italic>Salmonella</italic> present. Peripheral lymph nodes observed to harbor <italic>Salmonella</italic> after the enrichment step, but at concentrations below the limit of detection of the enumeration methods (&#x0007E;40 colony forming units [CFU]/PLN or 1.6 log<sub>10</sub> CFU), were considered to be greater than zero (i.e., <italic>Salmonella</italic> was present) but at a concentration &#x0003C;1.6 log<sub>10</sub> CFU/g of PLN. In these instances a fixed value of 20 CFU/PLN&#x02014;representing half of the limit of detection&#x02014;was used as the concentration for data analysis. For each PLN from which <italic>Salmonella</italic> was recovered, the calculated log<sub>10</sub> CFU/PLN was plotted vs. PLN weight (g), in order to examine contamination level as a function of PLN size (as explored by Gragg et al., <xref ref-type="bibr" rid="B19">2013a</xref>), as well as to highlight seasonal and cattle production source trends.</p>
<p><italic>Salmonella</italic> isolates were selected from enrichment plates (up to three isolates per PLN) and enumeration plates (up to 15 isolates per PLN) for serotype determination and antimicrobial susceptibility testing. Presumptive <italic>Salmonella</italic> isolates were confirmed using conventional polymerase chain reaction (PCR) to detect <italic>invA</italic> (Rahn et al., <xref ref-type="bibr" rid="B35">1992</xref>; Nucera et al., <xref ref-type="bibr" rid="B33">2006</xref>) and molecular serotyping methods (Herrera-Leon et al., <xref ref-type="bibr" rid="B26">2004</xref>). Based on molecular results slide agglutination (O typing) and tube agglutination (flagellar H typing) methods were performed using commercial antisera (Difco, BD Diagnostic Systems, Sparks, MD) to provide a serotype. Where the aforementioned method did not provide resolution, the traditional Kaufmann-White-Le Minor scheme was used for serotyping of isolates (Grimont and Weill, <xref ref-type="bibr" rid="B21">2007</xref>).</p>
<p>Susceptibility to 15 antimicrobial agents was determined using broth micro-dilution (Sensititre CMV2AGNF plates; TREK Diagnostic Systems, Inc., Cleveland, OH) according to manufacturer&#x00027;s guidelines. Isolates were categorized as susceptible or resistant to each antimicrobial based on the breakpoints established by Clinical and Laboratory Standards Institute (<xref ref-type="bibr" rid="B11">2013</xref>). All intermediate results were categorized as susceptible for data analysis purposes. Where breakpoints were not available (i.e., ceftiofur and azithromycin), results were interpreted using criteria recommended by Sj&#x000F6;lund-Karlsson et al. (<xref ref-type="bibr" rid="B40">2011</xref>) or the National Antimicrobial Resistance Monitoring System (Food and Drug Administration (FDA), <xref ref-type="bibr" rid="B16">2011</xref>). Supplementary Table <xref ref-type="supplementary-material" rid="SM1">1</xref> provides a summary of the utilized antimicrobials, abbreviations, breakpoints and antimicrobial classes.</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>Exploratory data (Gragg et al., <xref ref-type="bibr" rid="B19">2013a</xref>) were used to provide estimates of design prevalence for sample-size calculations. Thirty-five samples per abattoir per time point provided the ability to estimate 30% prevalence within an acceptable margin of error with 95% confidence. Further, 70 samples per plant per season was sufficient to detect <italic>Salmonella</italic> in one or more PLN with greater than 95% confidence, given a low-end design prevalence of 5%. Assuming &#x003B2; &#x0003D; 0.2 and &#x003B1; &#x0003D; 0.05, the sample size utilized was sufficient to detect relative differences of 50% or greater between seasons, regions, and production sources given a design prevalence of 30% (i.e., in Texas during the summer/fall season) and 5% while allowing for within-abattoir clustering.</p>
<p>A variety of models were constructed to evaluate the association of <italic>Salmonella</italic> prevalence with season, region, and production source. Generalized linear models were constructed assuming an over dispersed Poisson distribution; an over dispersion parameter was forced into the models to inflate the variance associated with the point estimates. For each sample set, n (the number of PLN from which <italic>Salmonella</italic> was recovered) was the response variable and the total number of PLN in the sample size (<italic>n</italic> &#x0003D; &#x0007E;75) was log-transformed and used as the offset variable. In situations where PLN were harvested from both cull and FF animals in the plant during the same sample collection day, the samples were separated into sets based on the reported production source from which the PLN was harvested during slaughter. Fixed main effects were season, region, and production source. Because of model instability, it was not possible to evaluate the three-way interaction of the main effects. Consequently, and after visual evaluation of the crude means, a main effect of production source was tested and the two way interactions between season and region were evaluated in separate models for cull and FF cattle. Crude means and model estimates were summarized and presented in tabular formats. SAS software (version 9.4, SAS Institute Inc., Cary, NC, USA) was used to perform the statistical analyses. Enumeration data were plotted as total estimated log<sub>10</sub> CFU/PLN vs. PLN weight in grams (Figure <xref ref-type="fig" rid="F2">2</xref>). Data plots were constructed using Prism 5.0d, GraphPad Software, Inc. (<ext-link ext-link-type="uri" xlink:href="http://www.graphpad.com">www.graphpad.com</ext-link>, San Diego, CA).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>(A&#x02013;D)</bold> Distribution of <italic>Salmonella</italic> contaminated peripheral lymph nodes (PLN) plotted as <italic>Salmonella</italic> contamination level (log<sub>10</sub> CFU/PLN) vs. PLN weight in grams (g), by season and production source. Numbers in parentheses indicate PLN weight (g) for those found &#x02265;50 g. Pie charts in each <bold>(A&#x02013;D)</bold> represent the total number of PLN tested in each season/production source, with light gray representing the proportion tested but negative, medium gray the proportion found positive but not enumerable for <italic>Salmonella</italic>, and dark gray, the proportion enumerable (&#x0003E;1.6 log10 CFU/PLN). Filled in symbols (O, &#x00394;) indicate particular serotypes observed and include: black, <italic>S</italic>. Dublin; medium gray, <italic>S</italic>. Newport; light gray, <italic>S</italic>. Typhimurium; empty, other serotypes.</p></caption>
<graphic xlink:href="fmicb-08-02214-g0002.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title><italic>Salmonella</italic> prevalence and enumeration</title>
<p>A total of 5,450 subiliac PLN were collected from cull and FF cattle presented for harvest in three regions of the US, across 11 months. Table <xref ref-type="table" rid="T1">1</xref> provides a summary of the number of sample sets, total number of PLN tested by season, region, and production source the number of <italic>Salmonella</italic> positive PLN, as well as the crude <italic>Salmonella</italic> prevalence of PLN collected by season, region, and production source. The overall crude prevalence of <italic>Salmonella</italic> in PLN from cull and FF animals was 1.8% (33 of 1,840) and 7.1% (256 of 3,610), respectively. The overall crude prevalence of <italic>Salmonella</italic> in PLN from the cooler season and warmer season were 2.4% (64 of 2,704) and 8.2% (225 of 2,746), respectively. <italic>Salmonella</italic> prevalence in PLN from cull animals was generally low in every region throughout 11-months (cooler season, 1.7%; warmer season, 1.9%) while that in FF cattle PLN was found to be low in the cooler season (2.7%), yet peaked during the warmer season (11.6%). Abattoirs sampled from Region B that slaughtered cull animals demonstrated a similar prevalence of <italic>Salmonella</italic> during both seasons (cooler season, 2.1% [adjusted 95% confidence interval 0.64&#x02013;7.20%]; warmer season, 1.1% [adjusted 95% confidence interval 0.19&#x02013;5.88%]). PLN collected from FF cattle originating from Region B abattoirs had a prevalence of <italic>Salmonella</italic> in the cooler and warmer seasons of 6.5% (adjusted 95% confidence interval 3.24&#x02013;13.16%) and 31.1% (adjusted 95% confidence interval 22.64&#x02013;42.59%), respectively.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p><italic>Salmonella</italic> percent prevalence in subiliac peripheral lymph nodes (PLN) of feedlot-fattened (FF) and cull cattle at harvest by region and season.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Season</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>Cull cattle PLN</bold></th>
<th valign="top" align="center"><bold>All Cull</bold></th>
<th valign="top" align="center" colspan="3" style="border-bottom: thin solid #000000;"><bold>FF cattle PLN</bold></th>
<th valign="top" align="center"><bold>All FF</bold></th>
<th valign="top" align="center"><bold>Overall by season</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center"><bold>Region A</bold></th>
<th valign="top" align="center"><bold>Region B</bold></th>
<th valign="top" align="center"><bold>Region C</bold></th>
<th/>
<th valign="top" align="center"><bold>Region A</bold></th>
<th valign="top" align="center"><bold>Region B</bold></th>
<th valign="top" align="center"><bold>Region C</bold></th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="10" style="background-color:#bbbdc0"><bold>COOLER SEASON</bold></td>
</tr>
<tr>
<td valign="top" align="left">Sample sets</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">39</td>
</tr>
<tr>
<td valign="top" align="left">Number of PLNs</td>
<td valign="top" align="center">76</td>
<td valign="top" align="center">561</td>
<td valign="top" align="center">245</td>
<td valign="top" align="center">882</td>
<td valign="top" align="center">892</td>
<td valign="top" align="center">551</td>
<td valign="top" align="center">379</td>
<td valign="top" align="center">1,822</td>
<td valign="top" align="center">2,704</td>
</tr>
<tr>
<td valign="top" align="left">Positive (<italic>n</italic> &#x0003D;)</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">49</td>
<td valign="top" align="center">64</td>
</tr>
<tr>
<td valign="top" align="left">Mean %</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2.14</td>
<td valign="top" align="center">1.22</td>
<td valign="top" align="center">1.70</td>
<td valign="top" align="center">0.22</td>
<td valign="top" align="center">6.53</td>
<td valign="top" align="center">2.90</td>
<td valign="top" align="center">2.69</td>
<td valign="top" align="center">2.37</td>
</tr>
<tr>
<td valign="top" align="left" colspan="10" style="background-color:#bbbdc0"><bold>WARMER SEASON</bold></td>
</tr>
<tr>
<td valign="top" align="left">Sample sets</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">14</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">39</td>
</tr>
<tr>
<td valign="top" align="left">Number of PLNs</td>
<td valign="top" align="center">145</td>
<td valign="top" align="center">567</td>
<td valign="top" align="center">246</td>
<td valign="top" align="center">958</td>
<td valign="top" align="center">754</td>
<td valign="top" align="center">570</td>
<td valign="top" align="center">464</td>
<td valign="top" align="center">1,788</td>
<td valign="top" align="center">2,746</td>
</tr>
<tr>
<td valign="top" align="left">Positive (<italic>n</italic> &#x0003D;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">177</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">207</td>
<td valign="top" align="center">225</td>
</tr>
<tr>
<td valign="top" align="left">Mean %</td>
<td valign="top" align="center">4.83</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">2.03</td>
<td valign="top" align="center">1.88</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">31.05</td>
<td valign="top" align="center">4.74</td>
<td valign="top" align="center">11.52</td>
<td valign="top" align="center">8.19</td>
</tr>
<tr>
<td valign="top" align="left" colspan="10" style="background-color:#bbbdc0"><bold>OVERALL BY REGION</bold></td>
</tr>
<tr>
<td valign="top" align="left">Sample sets</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">27</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">51</td>
<td valign="top" align="center">78</td>
</tr>
<tr>
<td valign="top" align="left">Number of PLNs</td>
<td valign="top" align="center">221</td>
<td valign="top" align="center">1,128</td>
<td valign="top" align="center">491</td>
<td valign="top" align="center">1,840</td>
<td valign="top" align="center">1,646</td>
<td valign="top" align="center">1,121</td>
<td valign="top" align="center">843</td>
<td valign="top" align="center">3,610</td>
<td valign="top" align="center">5,450</td>
</tr>
<tr>
<td valign="top" align="left">Positive (<italic>n</italic> &#x0003D;)</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">213</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">256</td>
<td valign="top" align="center">289</td>
</tr>
<tr>
<td valign="top" align="left">Mean %</td>
<td valign="top" align="center">3.17</td>
<td valign="top" align="center">1.60</td>
<td valign="top" align="center">1.63</td>
<td valign="top" align="center">1.79</td>
<td valign="top" align="center">0.61</td>
<td valign="top" align="center">19.0</td>
<td valign="top" align="center">3.91</td>
<td valign="top" align="center">7.09</td>
<td valign="top" align="center">5.3</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Collection seasons were defined as cooler weather months (February&#x02013;May and November&#x02013;December, 2012) and the warmer weather months (June&#x02013;October, 2012). Regions are based on geographic locations including: Region A (Colorado, Illinois, Indiana, Iowa, Kansas, Kentucky, Maryland, Missouri, Nebraska, Ohio, Pennsylvania, Virginia, and West Virginia), Region B (Arizona, New Mexico, Oklahoma, and Texas) and Region C (California, Nevada, and Utah)</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>In all, <italic>Salmonella</italic> was recovered from 289 (5.3%) of the 5,450 PLN collected. Of the PLN from which we recovered <italic>Salmonella</italic>, we were able to quantify the <italic>Salmonella</italic> concentration in 55.4% (<italic>n</italic> &#x0003D; 160, or 2.9% of all PLN tested). As demonstrated in Figures <xref ref-type="fig" rid="F2">2A&#x02013;D</xref>, the enumerable concentrations ranged from 1.6 (the limit of quantification) to 4.9 log<sub>10</sub> CFU/PLN, with 17.6% (<italic>n</italic> &#x0003D; 51) of positive PLN harboring <italic>Salmonella</italic> at concentrations &#x0003E;3.0 log<sub>10</sub> CFU/PLN. Closer examination of the distribution of PLN harboring higher concentrations of <italic>Salmonella</italic> revealed that FF cattle in the warmer season (Season 2) were the major contributor to this category, representing 76.5% of enumerable PLN containing &#x0003E;3.0 log<sub>10</sub> CFU/PLN. These PLN were predominantly found contaminated with pansuseptible <italic>S</italic>. Montevideo and <italic>S</italic>. Anatum and were isolated from FF cattle at harvest in Region B (Figure <xref ref-type="fig" rid="F2">2C</xref>). Two additional noteworthy observations were: (1) PLN harboring serotypes Typhimurium or Newport were predominantly from cull cattle (Table <xref ref-type="table" rid="T2">2</xref>), and that <italic>Salmonella</italic> concentrations in these PLN were generally low (i.e., &#x02264;1.6 log<sub>10</sub> CFU/PLN; Figures <xref ref-type="fig" rid="F2">2B,D</xref>); and (2) PLN contaminated with <italic>S</italic>. Dublin were frequently at concentrations &#x0003E;2.0 log<sub>10</sub> CFU/PLN and were predominantly contributed by FF cattle at harvest in Region C (Figures <xref ref-type="fig" rid="F2">2A,C</xref> and Table <xref ref-type="table" rid="T2">2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Prevalence of <italic>Salmonella</italic> serotypes isolated from subiliac peripheral lymph nodes (PLN) of cull and feedlot-fattened (FF) cattle at harvest.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Serotype</bold></th>
<th valign="top" align="center"><bold>FSIS ground beef prevalence<xref ref-type="table-fn" rid="TN1"><sup>a</sup></xref></bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Region A</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Region B</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Region C</bold></th>
<th valign="top" align="center"><bold>Total by serotype</bold></th>
</tr>
<tr>
<th/>
<th/>
<th valign="top" align="center"><bold>Cull</bold></th>
<th valign="top" align="center"><bold>FF</bold></th>
<th valign="top" align="center"><bold>Cull</bold></th>
<th valign="top" align="center"><bold>FF</bold></th>
<th valign="top" align="center"><bold>Cull</bold></th>
<th valign="top" align="center"><bold>FF</bold></th>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Montevideo</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">2.8</td>
<td valign="top" align="center">27.9</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.8</td>
<td valign="top" align="center">26.9</td>
</tr>
<tr>
<td valign="top" align="left">Lille</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">2.8</td>
<td valign="top" align="center">15.9</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">14.9</td>
</tr>
<tr>
<td valign="top" align="left">Cerro</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">13.9</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">12.9</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02212;</td>
<td valign="top" align="center">13.0</td>
</tr>
<tr>
<td valign="top" align="left">Anatum</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.9</td>
<td valign="top" align="center">16.7</td>
<td valign="top" align="center">10.0</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">12.8</td>
</tr>
<tr>
<td valign="top" align="left">Dublin</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.9</td>
<td valign="top" align="center">13.9</td>
<td valign="top" align="center">5.3</td>
<td valign="top" align="center">6.9</td>
</tr>
<tr>
<td valign="top" align="left">Kentucky</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">4.4</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">4.0</td>
</tr>
<tr>
<td valign="top" align="left">Mbandaka</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">8.4</td>
<td valign="top" align="center">3.2</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">4.0</td>
</tr>
<tr>
<td valign="top" align="left">Muenster</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.5</td>
<td valign="top" align="center">2.8</td>
<td valign="top" align="center">1.8</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">3.1</td>
</tr>
<tr>
<td valign="top" align="left">Meleagridis</td>
<td valign="top" align="center">13</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.2</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.8</td>
<td valign="top" align="center">2.9</td>
</tr>
<tr>
<td valign="top" align="left">Typhimurium</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">0.6</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.9</td>
</tr>
<tr>
<td valign="top" align="left">Brandenberg</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">1.2</td>
<td valign="top" align="center">&#x02212;</td>
<td valign="top" align="center">&#x02212;</td>
<td valign="top" align="center">1.6</td>
</tr>
<tr>
<td valign="top" align="left">Lubbock</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.8</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.6</td>
</tr>
<tr>
<td valign="top" align="left">Nontypable</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">2.8</td>
<td valign="top" align="center">0.6</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.6</td>
<td valign="top" align="center">1.3</td>
</tr>
<tr>
<td valign="top" align="left">Litchfield</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">2.8</td>
<td valign="top" align="center">0.6</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.8</td>
</tr>
<tr>
<td valign="top" align="left">Livingstone</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.9</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.8</td>
</tr>
<tr>
<td valign="top" align="left">Derby</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Elmorane</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.6</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">London</td>
<td/>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Muenchen</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.6</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Newport</td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">2.8</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">2.8</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Agona</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02212;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">Cubana</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">O4;I;-</td>
<td/>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Total percent by region and production source</td>
<td/>
<td valign="top" align="center">19.4</td>
<td valign="top" align="center">3.5</td>
<td valign="top" align="center">58.3</td>
<td valign="top" align="center">84.7</td>
<td valign="top" align="center">22.2</td>
<td valign="top" align="center">11.7</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Isolates collected from n &#x0003D; 289 positive PLN (n &#x0003D; 376 total isolates; cull n &#x0003D; 36 isolates from 33 PLN; FF n &#x0003D; 340 isolates from 256 PLN). Percentages calculated as the number of isolates of each serotype observed in each region, divided by the total number of isolates from the production source (n &#x0003D; 36 for cull and n &#x0003D; 340 for FF)</italic>.</p>
<fn id="TN1">
<label>a</label>
<p><italic>Ranking of Salmonella serotypes isolated from ground beef as determined by FSIS testing from 1998 to 2006 (average of 22,554 samples tested and 2.87% positive each year)</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title><italic>Salmonella</italic> serotypes and antimicrobial susceptibility phenotypes</title>
<p>This study resulted in 376 unique <italic>Salmonella</italic> isolates from 289 PLN found positive for <italic>Salmonella</italic>. Isolation of multiple unique <italic>Salmonella</italic> serotypes from a single PLN occurred with 56 samples&#x02014;4 of cull animal origin and 52 of FF animal origin, with most of the latter originating from the same abattoir in Region B. Occasions where 2, 3, or 4 <italic>Salmonella</italic> serotypes were isolated from an individual PLN occurred 45, 10, and 1 time(s) respectively. In all 22 serotypes were identified (Table <xref ref-type="table" rid="T2">2</xref>); the majority (74.5%) of which were serotypes Montevideo (26.9%), Lille (14.9%), Cerro (13%), Anatum (12.8%), and Dublin (6.9%).</p>
<p>Antimicrobial susceptibility phenotyping identified most isolates, 80.6% (303 of 376) as susceptible to all antimicrobial agents tested. As summarized in Table <xref ref-type="table" rid="T3">3</xref>, isolates resistant to two or more antimicrobial classes were infrequently observed (10.7%, <italic>n</italic> &#x0003D; 40). Tetracycline, sulfisoxazole, streptomycin, and chloramphenicol represented the most common antimicrobials to which <italic>Salmonella</italic> demonstrated resistance. <italic>Salmonella</italic> isolates were less frequently resistant to gentamicin, ciprofloxacin, nalidixic acid, and sulfamethoxazole-trimethoprim. Of the 22 serotypes observed in this study, Dublin was the serotype most frequently found resistant to one or more antimicrobials (24 of 26 isolates) and had the greatest diversity of resistance phenotypes (Table <xref ref-type="table" rid="T3">3</xref>). Conversely, <italic>Salmonella</italic> serotypes Cerro, Lille, Anatum, and Montevideo predominantly demonstrated limited resistance phenotypes and were generally pan-susceptible.</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Percent of antimicrobial resistance phenotypes among the <italic>Salmonella</italic> serotypes isolated from subiliac peripheral lymph nodes (PLN) of cull and feedlot-fattened (FF) cattle at harvest.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>No. of classes</bold></th>
<th valign="top" align="left"><bold>Resistance Phenotype</bold></th>
<th valign="top" align="center"><bold>Montevideo</bold></th>
<th valign="top" align="center"><bold>Typhimurium</bold></th>
<th valign="top" align="center"><bold>Anatum</bold></th>
<th valign="top" align="center"><bold>Newport</bold></th>
<th valign="top" align="center"><bold>Muenster</bold></th>
<th valign="top" align="center"><bold>Cerro</bold></th>
<th valign="top" align="center"><bold>Dublin</bold></th>
<th valign="top" align="center"><bold>Lille</bold></th>
<th valign="top" align="center"><bold>Other</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">AMP AUG AXO CHL CIP FOX NAL FIS STR TET TIO</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.4</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">AMP AUG AXO CHL FOX KAN FIS STR TET TIO</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.6</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">AMP AUG AXO CHL FOX SXT FIS STR TET TIO</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">AMP AUG AXO CHL FOX KAN FIS STR TET</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">AMP AUG AXO CHL FOX FIS STR TET TIO</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.8</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">AMP AUG AXO CHL KAN FIS STR TET</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">AZI CHL SXT KAN FIS STR TET</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">CHL KAN CIP NAL FIS STR TET</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">CHL CIP NAL FIS STR TET</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">CHL FIS STR TET</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.5</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">FIS STR TET</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">1.1</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">CHL FIS TET</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">AZI CIP NAL</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">STR TET</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">AZI TET</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">FIS</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">AZI</td>
<td valign="top" align="center">3.2</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">TET</td>
<td valign="top" align="center">2.4</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.5</td>
<td valign="top" align="center">1.6</td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">AMP AUG AXO FOX TIO</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="center">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">0</td>
<td valign="top" align="left">Pansusceptible</td>
<td valign="top" align="center">20.5</td>
<td valign="top" align="center">0.8</td>
<td valign="top" align="center">12.2</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">2.2</td>
<td valign="top" align="center">12.8</td>
<td valign="top" align="center">0.5</td>
<td valign="top" align="center">14.4</td>
<td valign="top" align="center">17.0</td>
</tr>
<tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Percent from cull-cattle PLN (<italic>n</italic> &#x0003D; 36)</td>
<td/>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">1.1</td>
<td valign="top" align="center">1.6</td>
<td valign="top" align="center">0.5</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">1.3</td>
<td valign="top" align="center">1.3</td>
<td valign="top" align="center">0.3</td>
<td valign="top" align="center">2.9</td>
</tr>
<tr>
<td valign="top" align="left">Percent from FF-cattle PLN (<italic>n</italic> &#x0003D; 340)</td>
<td/>
<td valign="top" align="center">26.6</td>
<td valign="top" align="center">0.8</td>
<td valign="top" align="center">11.2</td>
<td valign="top" align="center">0</td>
<td valign="top" align="center">2.9</td>
<td valign="top" align="center">11.7</td>
<td valign="top" align="center">5.6</td>
<td valign="top" align="center">14.6</td>
<td valign="top" align="center">17.0</td>
</tr>
<tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Total number of isolates (<italic>n</italic> &#x0003D; 376)</td>
<td/>
<td valign="top" align="center">101</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">48</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">49</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">56</td>
<td valign="top" align="center">75</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>AMP, ampicillin; AUG, augmentin; AXO, ceftriaxone; AZI, azithromycin; CHL, chloramphenicol; SXT, trimethoprim-sulfamethoxazole; KAN, kanamycin; CIP, ciprofloxacin; FOX, cefoxitin; NAL, nalidixic acid; FIS, sulfisoxazole; STR, streptomycin; TET, tetracycline; TIO, ceftiofur; GEN, gentamicin</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Previous exploratory studies established that cattle PLN can harbor <italic>Salmonella</italic> (Arthur et al., <xref ref-type="bibr" rid="B2">2008</xref>; Haneklaus et al., <xref ref-type="bibr" rid="B23">2012</xref>; Gragg et al., <xref ref-type="bibr" rid="B19">2013a</xref>). As such, <italic>Salmonella</italic> may have the potential to circumvent in-plant carcass surface interventions and ultimately represents a human public health burden through PLN inclusion in ground beef product (Koohmaraie et al., <xref ref-type="bibr" rid="B28">2012</xref>; Li et al., <xref ref-type="bibr" rid="B30">2015</xref>). In the study reported here, we were able to more fully characterize and describe the burden across multiple variables. In particular, it is clear that the highest burden (and possible risk) associated with <italic>Salmonella</italic> harborage in PLN appears to be limited to particular seasons of the year, regions of the country, and cattle production sources. These data show the prevalence of <italic>Salmonella</italic> in PLN from FF cattle from Region B during the warmer season (31.1%) is responsible for driving the prevalence statistics for FF cattle higher. In fact, FF cattle PLN sampled in Regions A (1.1%) and C (4.8%) remained relatively low with values similar to those observed for cull cattle PLN. Moreover, examination of the serotypes isolated from PLN of FF cattle, especially from Region B, in comparison with serotypes most commonly isolated from ground beef (Table <xref ref-type="table" rid="T2">2</xref>), illustrates the degree to which bovine PLN are likely a source of ground beef contaminated by <italic>Salmonella</italic>. With <italic>Salmonella</italic> concentrations ranging from 3.0 to 4.9 log<sub>10</sub> CFU/PLN in 17.6% of positive PLN in this study&#x02014;and the possibility of <italic>Salmonella</italic> harborage in multiple PLN in a given carcass (Gragg et al., <xref ref-type="bibr" rid="B20">2013b</xref>)&#x02014;the potential for this source of <italic>Salmonella</italic> to contaminate ground beef is substantial (Li et al., <xref ref-type="bibr" rid="B30">2015</xref>).</p>
<p>An important consideration in the assessment of risk for human illness with regard to <italic>Salmonella</italic> infection is serotype and antimicrobial resistance. Some <italic>Salmonella</italic> serotypes are more likely than others to cause severe infection in humans (Jones et al., <xref ref-type="bibr" rid="B27">2008</xref>; Suez et al., <xref ref-type="bibr" rid="B43">2013</xref>). A diverse set of serotypes was isolated in this study; however, the dominant serotypes identified are either infrequently implicated in laboratory-confirmed cases of human salmonellosis (as in the case of Anatum, Lille, and Cerro), or when they are (as in the case of Montevideo) the sources identified are often produce, spices, cheese, or poultry products, as opposed to beef. Despite their documented presence in ground beef, serotypes such as Montevideo and Anatum may pose less of a risk to human health when present in this commodity than serotypes Typhimurium and Newport. <italic>Salmonella</italic> serotypes Typhimurium and Newport are observed less frequently in bovine PLN surveys, as reported here and in previous studies (Gragg et al., <xref ref-type="bibr" rid="B19">2013a</xref>,<xref ref-type="bibr" rid="B20">b</xref>). However, the increased risk of the presence of these serotypes in ground beef resulting in human illness is evidenced by a number of ground beef related outbreaks attributed to serotypes Typhimurium and Newport (Schneider et al., <xref ref-type="bibr" rid="B39">2011</xref>; Centers for Disease Control and Prevention (CDC), <xref ref-type="bibr" rid="B8">2012b</xref>, <xref ref-type="bibr" rid="B6">2013</xref>). In addition, FoodNet data implicate <italic>S</italic>. Typhimurium and <italic>S</italic>. Newport as two of the three serotypes responsible for the majority of laboratory confirmed human salmonellosis cases across 10 sites in the US (Centers for Disease Control and Prevention (CDC), <xref ref-type="bibr" rid="B7">2012a</xref>).</p>
<p>When human salmonellosis does occur, it is often self-resolving and only requires care to prevent dehydration. Nevertheless, in approximately 5% of cases&#x02014;mostly in immune-compromised individuals&#x02014;life threatening extra-gastrointestinal infections by <italic>Salmonella</italic> may occur and antimicrobial treatment is then required (Acheson and Hohmann, <xref ref-type="bibr" rid="B1">2001</xref>). Recommended treatment options for salmonellosis include beta-lactams (i.e., penicillin or third generation cephalosporins) or fluoroquinolones (not recommended for children)&#x02014;and alternative treatment recommendations include sulfamethoxazole-trimethoprim or azithromycin. A majority of our unique strains were pansusceptible; however, 14.3% were resistant to at least one of the antimicrobial classes recommended for treatment of life threatening salmonellosis. Also worth noting, 1.7% of the isolates were resistant to both beta-lactams and fluoroquinolones&#x02014;which is certainly of concern.</p>
<p>In keeping with this line of thought, the observation here that <italic>S</italic>. Dublin was detected at enumerable concentrations in PLN of both FF and cull cattle at harvest in Region C (Figure <xref ref-type="fig" rid="F2">2</xref> and Table <xref ref-type="table" rid="T2">2</xref>)&#x02014;and was often multi-drug resistant&#x02014;was unexpected and warrants further investigation. <italic>Salmonella</italic> Dublin is a cattle-adapted serotype that is commonly detected in ground beef testing programs (Doerscher et al., <xref ref-type="bibr" rid="B12">2015</xref>; Food Safety and Inspection Service (FSIS), <xref ref-type="bibr" rid="B17">2015</xref>). A recent report brought to light the incidence rate of reported <italic>S</italic>. Dublin infections in humans has been steadily rising in the US since the 1960s, and that these are often cases of bloodstream infections and hospitalization (Harvey et al., <xref ref-type="bibr" rid="B25">2017</xref>). These observations highlight the need for an increased understanding of genes that contribute to <italic>Salmonella&#x00027;s</italic> success as a pathogen in the human host.</p>
<p>Caution should be taken in interpretation of seasonal-, regional-, and production source-differences observed in the data presented herein, particularly with respect to inferring causal relationships. It is possible that a seasonal association might have been a causal relationship. Alternatively, the association might have been confounded by an unmeasured variable, such as an atypical regional weather event in, for example, Region B. Production source also reflects many unmeasured variables&#x02014;for example, age of animal at slaughter; in the US, a vast majority of FF cattle are slaughtered at less than 2 years of age, whereas animals culled from breeding herds are typically older with a much wider variation in age. Further complicating the inference on causal relationships is that, in general, animals can only be sampled once, as PLN collection occurs post mortem except in controlled experimental situations. Despite these limitations, consideration of data reported elsewhere infers there are indeed likely causal associations with season, region, and production sources. Gragg et al. (<xref ref-type="bibr" rid="B19">2013a</xref>) reported similar associations of <italic>Salmonella</italic> burden in PLN to those observed here, and <italic>Salmonella</italic> was recovered from a substantial proportion of PLN collected from FF cattle presented for slaughter in Texas or Veracruz, Mexico (Sofos et al., <xref ref-type="bibr" rid="B41">1999</xref>; Haneklaus et al., <xref ref-type="bibr" rid="B23">2012</xref>; Gragg et al., <xref ref-type="bibr" rid="B20">2013b</xref>; Brown et al., <xref ref-type="bibr" rid="B5">2015</xref>; Cernicchiaro et al., <xref ref-type="bibr" rid="B10">2016</xref>). Moreover, <italic>Salmonella</italic> is routinely recovered from the feces of cattle in the southern portion of the US (Kunze et al., <xref ref-type="bibr" rid="B29">2008</xref>; Rodriguez-Rivera et al., <xref ref-type="bibr" rid="B37">2016</xref>), yet remarkably, recovery of <italic>Salmonella</italic> from cattle feces decreases to the north (Wells et al., <xref ref-type="bibr" rid="B44">2001</xref>; Sorensen et al., <xref ref-type="bibr" rid="B42">2002</xref>; Rao et al., <xref ref-type="bibr" rid="B36">2010</xref>; Morley et al., <xref ref-type="bibr" rid="B32">2011</xref>). While these other reports do not preclude confounding of season, region, or production source in the data reported herein, taken together, they do add support that there are indeed predictable differences in <italic>Salmonella</italic> burden across regions and seasons, at least within North America.</p>
<p>The <italic>Salmonella</italic> distribution reported herein can aid in identifying production sources that are more likely contributors of <italic>Salmonella</italic> that may be more important to human health. Targeted removal of large PLN (i.e., the subiliac, superficial cervical, and popliteal) from cattle at harvest is a possible candidate for control; however, removing PLN in the slaughter process is a difficult and imprecise task. Given the limitations of PLN removal in the dressing process, as well as the sporadic nature of PLN harborage, the need for a more precise and efficient mitigation scheme is evident, and yet such methods remain to be defined. Post-harvest strategies, such as irradiation, could decrease <italic>Salmonella</italic> prevalence in ground beef products, though many consumers have not yet accepted the concept of using methods such as these. Therefore, pre-harvest interventions may be a more practical. Notably, preliminary research testing of a commercially available <italic>Salmonella</italic> vaccine suggests this form of intervention may decrease the duration of infection in PLN for specific serotypes, in this case Newport (Edrington et al., <xref ref-type="bibr" rid="B15">2013b</xref>). Further research is needed to evaluate the efficacy of these interventions for decreasing the incidence or duration of infection in bovine PLN.</p>
<p>Ultimately, the key to understanding the variation observed in <italic>Salmonella</italic> harborage in bovine PLN may lay in defining the implications of production source differences in pre-harvest practices. It is unclear by which route <italic>Salmonella</italic> enters the animal and then is captured within the PLN. One possible explanation is that it escapes the gastrointestinal tract and mesenteric lymph nodes, and then disseminates systemically. Hanson et al. (<xref ref-type="bibr" rid="B24">2016</xref>) reported evidence for vertical transmission from the dam to her fetus. Further, serotypes recovered from PLN can vary within an animal, but more closely resembles serotypes recovered from the hides of animals, whereas serotypes recovered from mesenteric lymph nodes more closely resemble those recovered from the feces (Gragg et al., <xref ref-type="bibr" rid="B20">2013b</xref>). It is conceivable, therefore, that a transdermal route of infection could result in accumulation of <italic>Salmonella</italic> within PLN that receive lymph from the integument. Abrasions or external parasites such as biting insects might, therefore, contribute to the observed burden of Salmonella in PLN (Edrington et al., <xref ref-type="bibr" rid="B14">2013a</xref>,<xref ref-type="bibr" rid="B15">b</xref>; Olafson et al., <xref ref-type="bibr" rid="B34">2016</xref>). It is also possible that all of these proposed routes of infection contribute to the burden of <italic>Salmonella</italic> in PLN; the data presented here illustrate the differences observed in serotype, prevalence, and concentration among FF and cull cattle; these data make it tempting to suggest that harborage of <italic>Salmonella</italic> in PLN of cull cattle may be a &#x0201C;remnant&#x0201D; of a systemic infection from which the animal recovered&#x02014;as evidenced by low <italic>Salmonella</italic> concentrations in PLN with serotypes Typhimurium and Newport. Further, that observed with FF cattle may be more so the result of recent transdermal infection via abrasions or external parasites. Factors such as management (i.e., pest control, animal health best practices, etc.), age of animal at slaughter, and nutrition are all possible drivers of the illustrated differences. Knowledge gaps in the implications of pre-harvest practices ought to be addressed, as they will be instrumental in developing effective and practical solutions to mitigate the food safety risks associated with harborage of <italic>Salmonella</italic> in bovine lymph nodes.</p>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>Conceived and designed the experiments: GL, TE, and DB-H. Performed the experiments: HW, TB, DB-H, TA, JB, NK, JS, RW, SS, and TW. Analyzed the data and wrote the paper: HW, DB-H, and GL. Critical revision of the paper for important intellectual content: all authors.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
<back>
<ack>
<p>Names are necessary to factually report available data; however, the USDA neither guarantees nor warrants the standard of the product, and the use of the name by USDA implies no approval of the product to the exclusion of others that may also be suitable. The USDA is an equal opportunity provider and employer.</p>
<p>The authors would like to express their sincere appreciation to the cooperating abattoirs. In addition, we would like to thank Sara Gragg, D. J. Kunze, Kim Kucera, Julie Dyer, Frank Reno, Bruce Jasch, and Greg Smith for their invaluable technical support and Jody Gallagher for her excellent administrative support.</p>
</ack>
<sec sec-type="supplementary-material" id="s6">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmicb.2017.02214/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmicb.2017.02214/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This research was funded by the Beef Checkoff and USDA National Integrated Food Safety Initiative 322 (NIFSI; grant 2011-51110-31081) and USDA Cooperative Agreement (58-6202-2-229).</p></fn>
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