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 <!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "http://jats.nlm.nih.gov/publishing/1.0/JATS-journalpublishing1.dtd"> <article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.0" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">IJCM</journal-id>
      <journal-title-group>
        <journal-title>International Journal of Clinical Microbiology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2690-4721</issn>
      <publisher>
        <publisher-name>Open Access Pub</publisher-name>
        <publisher-loc>United States</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">IJCM-24-5030</article-id>
      <article-id pub-id-type="doi">10.14302/issn.2690-4721.ijcm-24-5030</article-id>
      <article-categories>
        <subj-group>
          <subject>research-article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Fecal Shedding, Antimicrobial Resistance and <italic>In Vitro</italic> Biofilm formation on Simulated Gallstones by <italic>Salmonella</italic> Typhi Isolated from Typhoid Cases and Asymptomatic Carriers in Nairobi, Kenya</article-title>
        <alt-title alt-title-type="running-head">cholesterol gallstones and salmonella typhi stool shedding</alt-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Peter</surname>
            <given-names>Muturi</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842292476">1</xref>
          <xref ref-type="aff" rid="idm1842293124">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Peter</surname>
            <given-names>Wachira</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842293124">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Maina</surname>
            <given-names>Wagacha</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842293124">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Cecilia</surname>
            <given-names>Mbae</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842292476">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Susan</surname>
            <given-names>Kavai</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842292476">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Musa</surname>
            <given-names>Muhammed</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842410756">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>John</surname>
            <given-names>S. Gunn*</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842408740">4</xref>
          <xref ref-type="aff" rid="idm1842394372">5</xref>
          <xref ref-type="aff" rid="idm1842421260">*</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Samuel</surname>
            <given-names>Kariuki*</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842292476">1</xref>
          <xref ref-type="aff" rid="idm1842395668">6</xref>
          <xref ref-type="aff" rid="idm1842422340">7</xref>
          <xref ref-type="aff" rid="idm1842421260">*</xref>
        </contrib>
      </contrib-group>
      <aff id="idm1842292476">
        <label>1</label>
        <addr-line>Centre for Microbiology Research, Kenya Medical Research Institute </addr-line>
      </aff>
      <aff id="idm1842293124">
        <label>2</label>
        <addr-line>Department of Biology, University of Nairobi, Kenya </addr-line>
      </aff>
      <aff id="idm1842410756">
        <label>3</label>
        <addr-line>Ministry of Health, Kenya</addr-line>
      </aff>
      <aff id="idm1842408740">
        <label>4</label>
        <addr-line>Center for Microbial Pathogenesis, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, OH, USA, Email: John.Gunn@nationwidechildrens.org</addr-line>
      </aff>
      <aff id="idm1842394372">
        <label>5</label>
        <addr-line>Infectious Diseases Institute, The Ohio State University, Columbus, OH, USA</addr-line>
      </aff>
      <aff id="idm1842395668">
        <label>6</label>
        <addr-line>Wellcome Sanger Institute, Cambridge, United Kingdom, Email: samkariuki2@gmail.com</addr-line>
      </aff>
      <aff id="idm1842422340">
        <label>7</label>
        <addr-line>Drugs for Neglected Diseases initiative Eastern Africa, Nairobi, Kenya</addr-line>
      </aff>
      <aff id="idm1842421260">
        <label>*</label>
        <addr-line>Corresponding Author </addr-line>
      </aff>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Jun</surname>
            <given-names>Wan</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842141236">1</xref>
        </contrib>
      </contrib-group>
      <aff id="idm1842141236">
        <label>1</label>
        <addr-line>Department of Medical and Molecular Genetics, Indiana University School of Medicine</addr-line>
      </aff>
      <author-notes>
        <corresp>
    
    Samuel Kariuki, <addr-line>Ph.D. Centre for Microbiology Research, Kenya Medical Research Institute, Nairobi 00200, Kenya</addr-line>.
  </corresp>
        <fn fn-type="conflict" id="idm1842685124">
          <p>The authors have declared that no competing interests exist.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub" iso-8601-date="2024-04-24">
        <day>24</day>
        <month>04</month>
        <year>2024</year>
      </pub-date>
      <volume>1</volume>
      <issue>2</issue>
      <fpage>23</fpage>
      <lpage>36</lpage>
      <history>
        <date date-type="received">
          <day>15</day>
          <month>03</month>
          <year>2024</year>
        </date>
        <date date-type="accepted">
          <day>17</day>
          <month>04</month>
          <year>2024</year>
        </date>
        <date date-type="online">
          <day>24</day>
          <month>04</month>
          <year>2024</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© </copyright-statement>
        <copyright-year>2024</copyright-year>
        <copyright-holder>Peter Muturi, et al</copyright-holder>
        <license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <self-uri xlink:href="http://openaccesspub.org/ijcm/article/2107">This article is available from http://openaccesspub.org/ijcm/article/2107</self-uri>
      <abstract>
        <p>Typhoid fever, caused by the human restricted pathogen <italic>Salmonella </italic>Typhi, remains a major global public health concern. Even after successful treatment, approximately 3-5% of patients with typhoid fail to clear the bacteria within one year and become chronic carriers. Most typhoid carriers have gallstones in their gallbladder, and biofilm formation on gallstones is highly correlated with chronic carriage. This study’s goal was to identify asymptomatic typhoid carriers in an endemic setting in Kenya, and to compare acute versus chronic isolates. A cohort of typhoid fever patients identified through blood and/or stool culture, and their household contacts, were followed up after treatment to detect longitudinal <italic>S</italic>. Typhi stool shedding. An abdominal ultrasound scan was used to identify                   individuals with gallstones. A total of 32 index patients and 32 household contacts were successfully followed-up. Gallstones were detected in 4 cases and 1                 household contact. The duration of <italic>S</italic>. Typhi shedding was significantly longer in individuals with gallstones compared to those without, <italic>P</italic>&lt;0.001. Eighty-three (83)<italic> S</italic>. Typhi strains were tested for susceptibility to commonly used antimicrobials and examined by <italic>in vitro</italic> biofilm formation assays. Out of 37 infected individuals, 32.4% had infections caused by multidrug resistant (MDR)<italic> S</italic>. Typhi strains and only 18.9% were infected by susceptible strains. Non-MDR strains formed                     significantly better biofilms <italic>in vitro</italic> than the MDR strains (<italic>P</italic>&lt;0.001). This study provides data on <italic>S</italic>. Typhi chronic carriage that will influence public health                approaches aimed at reducing typhoid transmission and the burden of infection.</p>
      </abstract>
      <kwd-group>
        <kwd>Salmonella</kwd>
        <kwd>biofilm</kwd>
        <kwd>AMR</kwd>
        <kwd>antibiotics</kwd>
        <kwd>typhoid</kwd>
      </kwd-group>
      <counts>
        <fig-count count="6"/>
        <table-count count="2"/>
        <page-count count="14"/>
      </counts>
    </article-meta>
  </front>
  <body>
    <sec id="idm1842121556" sec-type="intro">
      <title>Introduction</title>
      <p><italic>Salmonella enterica </italic>serovar Typhi (<italic>S.</italic> Typhi) is a human-restricted pathogen, and causes both acute systemic infections (typhoid fever) and chronic infections (with asymptomatic carriage) <xref ref-type="bibr" rid="ridm1842382396">1</xref><xref ref-type="bibr" rid="ridm1842445540">2</xref>. Although it has largely been eliminated in high income countries, typhoid (enteric) fever remains a major global public health concern especially among low- and middle-income countries (LMICs) <xref ref-type="bibr" rid="ridm1842452308">3</xref>, with an                    estimated annual global incidence of 9 million cases, and ∼110,000 fatalities per year <xref ref-type="bibr" rid="ridm1842241004">4</xref>. Risk of transmission is highest in densely populated areas with poor sanitation and inadequate safe drinking water <xref ref-type="bibr" rid="ridm1842237116">5</xref><xref ref-type="bibr" rid="ridm1842234812">6</xref>. <italic>S.</italic> Typhi can persist in external environment, but with a limited capacity to multiply outside the human host and can spread within communities through contamination of food and water in the immediate vicinity of the case (short-cycle) or carriers <xref ref-type="bibr" rid="ridm1842225348">7</xref><xref ref-type="bibr" rid="ridm1842222828">8</xref>. Although highly contagious, carriers are typically asymptomatic and shed the infectious bacteria intermittently in their feces for an ill-defined period of time and thus may spread the disease and serve as a reservoir of infection <xref ref-type="bibr" rid="ridm1842382396">1</xref>. </p>
      <p>With appropriate antibiotic treatment, most patients resolve the disease but approximately 3-5% fail to clear the bacteria within one year, and therefore are defined as chronic carriers. The asymptomatic  carriage of <italic>S</italic>. Typhi has been recognized as a public health threat for over a century with the infamous carriers like Mary Mallon (Typhoid Mary), a cook in New York identified in the early part of 20<sup>th</sup>              century <xref ref-type="bibr" rid="ridm1842229092">9</xref>. In chronic carrier state, <italic>S. </italic>Typhi colonizes the biliary tract and approximately 90% of chronically infected carriers have GSs in their gallbladder <xref ref-type="bibr" rid="ridm1842382396">1</xref><xref ref-type="bibr" rid="ridm1842212780">10</xref><xref ref-type="bibr" rid="ridm1842211196">11</xref>. Presence of <italic>S. </italic>Typhibiofilms on cholesterol-rich gallstones of typhoid carriers has been demonstrated <xref ref-type="bibr" rid="ridm1842183620">12</xref><xref ref-type="bibr" rid="ridm1842179660">13</xref>. The biofilms are usually enveloped in bacteria-initiated matrix (extracellular polymeric substances) allowing the organisms to survive in hostile conditions including exposure to salinity, phagocytes, and several antimicrobials <xref ref-type="bibr" rid="ridm1842177500">14</xref>. This makes antibiotics ineffective in clearing <italic>S.</italic> Typhi bacteria from the gallstones making gallbladder removal (cholecystectomy) the only effective therapy <xref ref-type="bibr" rid="ridm1842211196">11</xref>. </p>
      <p>Inexpensive and readily available antibiotics including streptomycin, ampicillin, chloramphenicol and trimethoprim-sulfamethoxazole are becoming ineffective or suboptimal for treating typhoid due to the emergence of multidrug-resistant (MDR) strains <xref ref-type="bibr" rid="ridm1842187364">15</xref>, mainly by the dominant Haplotype 58 (genotype 4.3.1) clade of <italic>S.</italic> Typhi <xref ref-type="bibr" rid="ridm1842452308">3</xref>. In addition, increased fluoroquinolone resistance has become common in South-East Asia and has sporadically been reported in sub-Saharan Africa <xref ref-type="bibr" rid="ridm1842165004">16</xref><xref ref-type="bibr" rid="ridm1842161692">17</xref><xref ref-type="bibr" rid="ridm1842159388">18</xref>. </p>
      <p>Assessing and understanding the pattern of shedding of <italic>S</italic>. Typhi, especially in asymptomatic carriers living in endemic typhoid settings is essential to influence public health approaches aimed at reducing disease transmission and burden of infection <xref ref-type="bibr" rid="ridm1842154348">19</xref>. The current study aimed at understanding the role of asymptomatic typhoid carriers in transmission of <italic>S</italic>. Typhi at the household level in an urban endemic setting in Nairobi, Kenya and the relationship between persistent infection, duration of shedding,                  presence of gallstones, antimicrobial resistance, and <italic>in vitro</italic> biofilm formation.   </p>
    </sec>
    <sec id="idm1842117956" sec-type="materials">
      <title>Materials and Methods</title>
      <p>
        <bold>Study Site and Participants </bold>
      </p>
      <p>This study involved following up blood and/or stool culture-positive typhoid cases from four primary health centers in Mukuru kwa Njenga and Mukuru kwa Ruben informal settlements, an endemic                  typhoid setting in Nairobi, Kenya <xref ref-type="bibr" rid="ridm1842152692">20</xref>, and Mama Lucy Kibaki hospital, a Level-5 county referral                 hospital in Nairobi, between December 2020 and November 2023. The level-5 hospital is situated              approximately 10 Km from Mukuru and serves the population in most neighborhoods in the Eastern part of Nairobi including the Mukuru informal settlements. </p>
      <p>Patients who were &gt; 12 years old presenting with symptoms of typhoid fever were consented to take part in the carriage study, and each was requested to provide their phone number and that of the head of the household. Blood and stool samples were collected and transported to microbiology laboratory at the Centre for Microbiology Research, Kenya Medical Research Institute (KEMRI) for culture and           antimicrobial susceptibility testing (AST). <italic>S.</italic> Typhi culture-positive samples were identified using                 biochemical tests on Analytical Profile Index 20E (API20E) and by Polymerase Chain Reaction (PCR). Respective patients’ household addresses were located through the help of a community health worker (CHW) living in the same neighborhood as the index case. The household head was contacted to                explain about the study and household members &gt; 12 years old were invited to participate. Global               Positioning System (GPS) coordinates of the household address were taken using Epicollect data               collection tool and used to map hotspots for <italic>S.</italic> Typhi carriage. </p>
      <p>
        <bold>Detection of S. Typhi Shedding</bold>
      </p>
      <p><italic>Salmonella</italic> positive patients were offered treatment, with all taking various antibiotics and durations of the medications (<ext-link xlink:href="Supplementary%20Table%20S1.docx" ext-link-type="uri">Supplementary Table S1</ext-link>). After completion of the course of antibiotics, stool samples were collected with the aim of starting follow-up cultures 14 days after diagnosis/start of treatment. Proposed dates of sample collection were, however, affected by availability of the index case and their household members. Each study participant was provided with a stool container with a unique identifier on the day of sampling and it was explained to them how to collect the stool sample. To ensure optimal recovery of the pathogen, a sterile swab was used to aliquot part of the specimen in Cary Blair Transport Medium (Oxoid Ltd., Basingstoke, UK) before packing in a zip lock bag, which was then placed in a cooler box (2-8°C) and transported to the laboratory at KEMRI. The samples were collected at least three times during the first month, and once monthly thereafter. The goal was to monitor                   shedding of <italic>S</italic>. Typhi for 12 months. </p>
      <p>
        <bold>Stool Culture, Identification and Confirmation of </bold>
        <bold>Salmonella Typhi</bold>
        <bold> Isolates</bold>
      </p>
      <p>All samples from index cases and household contacts were initially cultured in selenite F broth (Oxoid, Basingstoke, UK) within 4 h of collection. Laboratory processing was as previously outlined (20). Briefly, broth containing stool samples was incubated aerobically overnight at 37°C before subculturing on Xylose Lysine Deoxycholate (XLD) and MacConkey (Oxoid) agar plates. The plates were incubated aerobically at 37°C overnight.  Non-lactose fermenting colonies were characterized phenotypically     using standard biochemical testing (Triple sugar iron (TSI), Urea and Motility), and the Analytical                Profile Index (API System, Montalieu Vercieu, France). The Kauffmann–White classification scheme was used in serogrouping and identification of isolates suspected to be <italic>S</italic>. Typhi using monovalent                antisera (Murex Diagnostics, Dartford, UK). All isolates were archived in a -80°C freezer until further analysis.  </p>
      <p>
        <bold>Antimicrobial Susceptibility Testing</bold>
      </p>
      <p>Antimicrobial susceptibility testing was performed using the disk diffusion technique for all commonly used antimicrobials in Kenya including ampicillin (10 µg), tetracycline (30 µg), co-trimoxazole (25 µg), chloramphenicol (30 µg), amoxicillin-clavulanate (20/10 μg), cefpodoxime 30 µg, ceftazidime (30 µg), ceftriaxone (30 µg), cefotaxime (30 µg), azithromycin (15 μg), ciprofloxacin (5 µg), nalidixic acid (10 µg), kanamycin (30 μg) and gentamicin (10 μg). The diameter of the zone of inhibition was measured and results were interpreted according the Clinical and Laboratory Standards Institute (CLSI) guidelines for <italic>Salmonella </italic>(CLSI 2022, 2023). </p>
      <p>
        <bold>Gallstone Identification on Suspected Salmonella Typhi Carriers</bold>
      </p>
      <p>Ultrasonography (US), the primary imaging modality performed by a radiologist used to evaluate              patients suspected of having gallbladder disease, was used to demonstrate gallstones or gallbladders with a thickened wall. The scans were performed in the morning of the agreed day before the study  participant ate breakfast, and thus before bile was released from the gallbladder.</p>
      <p>
        <bold>Detection of Salmonella Typhi by PCR</bold>
      </p>
      <p>A pure colony of bacteria grown overnight on Luria-Bertani agar (LBA) was placed into a PCR tube containing 30 μL PCR mix consisting of 3.0 μL 10 × PCR reaction buffer, 0.3 μL Taq DNA polymerase, 1.2 μL 50mM MgCl<sub>2</sub>, 0.6 μL dNTPs and 24 μL ultra-pure DNAse/RNAse free water (Invitrogen; Thermo Fisher Scientific; Hampton, NH). Primers (each 0.3 μL) were as follows: <italic>tvi</italic>B-F, 5′- TCAGCGACTTCTGTTCTATTCAAGTAAGAAAGGGGTACGG-3′ and <italic>tvi</italic>B-R, 5′- GCTCCTCACTGACGGACGTGCGAACGTCGTCTAGATTATG-3′. The primers were used to amplify a 1278 bp fragment of the VI region of the flagellin gene. Amplification was carried out using a PCR machine (The Mastercycler® nexus X2; Eppendorf; Hamburg, Germany) in stages, with an initial denaturation at 94°C for 4 minutes. A further 25 cycles were then carried out, each cycle comprising denaturation at 94°C for 15 seconds, annealing at 58°C for 30 seconds, then extension at 72°C for 1 minute 30 seconds, followed by (after the final cycle) 72°C for 10 minutes.</p>
      <p>
        <bold>in vitro</bold>
        <bold> Biofilm Formation Assays </bold>
      </p>
      <p><italic>S.</italic> Typhi biofilms were grown on non-treated polystyrene 96-well plates (Corning, Kennebunkport, ME). To simulate growth conditions on gallstones, wells in two plates were pre-coated with cholesterol by adding a solution of 5mg/mL in 1:1 isopropanol:ethanol and air-dried overnight. A pure colony of <italic>S</italic>. Typhi on an XLD agar plate was cultured in Tryptone Soy Broth (TSB). Overnight (O/N) cultures in broth were normalized to OD<sub>600</sub>=0.8, diluted 1:2500 in TSB or TSB containing 2.5% human bile, and 100 µL/well were dispensed into the plates. The plates were incubated at 25°C in a Fisherbrand™                   nutating mixer (Thermo Fisher Scientific; Hampton, NH) at 24rpm for 96 hours. Media (TSB or TSB containing bile) was changed after every 24 hours for consistent <italic>S.</italic> Typhi biofilm growth. Plates were emptied on the 4<sup>th</sup> day and washed twice before heat fixing at 60°C for 1 hour. The biofilms were stained using a crystal violet solution. Acetic acid (33%) was used to elute crystal violet before reading the OD<sub>570</sub>. </p>
    </sec>
    <sec id="idm1842085556">
      <title>Statistical Analysis</title>
      <p>Statistical analysis was performed using GraphPad Prism 9.0. Analysis of variance (ANOVA) was used to test level of significance in biofilm formation between any three independent groups, i.e., biofilms in absence of cholesterol and bile, in cholesterol coated plates in absence of bile, and in presence of                cholesterol and bile. For biofilm formation by antibiotic non-resistant strains, quinolone non-susceptible and multidrug resistant <italic>S.</italic> Typhi, P-values less than 0.05 (P&lt;0.05) were considered significant. An             unpaired Student’s t-test was used to compare the means of two independent groups including duration of shedding by individuals with gallstones vs. those without, biofilm formation by isolates from these two groups, as well as multidrug resistant vs. non-MDR <italic>S</italic>. Typhi strains.     </p>
    </sec>
    <sec id="idm1842083900" sec-type="results">
      <title>Results</title>
      <p>
        <bold>Study Participants and Sample Collection</bold>
      </p>
      <p>Between December 2020 and November 2023, a total of 2,792 patients &gt;12 years old with typical symptoms of typhoid fever were recruited, and both blood and stool collected for culture. The total number of culture positive cases was 42 (1.5% positivity rate).  A total of 32 typhoid index cases were successfully followed-up after treatment, representing 76.1% of all patients diagnosed with typhoid  fever. The median age of followed up culture positive cases was 29.4 (12.2-56.9 years). Male and             female participants were 50% each. Geographical distribution of index cases is as shown in <xref ref-type="fig" rid="idm1842073068">Figure 1</xref>. After obtaining consent and depending on the number of people &gt;12 years old living with the index case in the household, a maximum of three contacts were invited to participate. The median age of the household contacts (n=32) was 28.2 (12.9-49.7 years), 57.5% male and 42.4% female, (<ext-link xlink:href="Supplementary%20Table%20S2.docx" ext-link-type="uri">Supplementary Table S2</ext-link>). Stool samples were collected for varying durations depending on the willingness of                      participants to continue taking part in the study and availability, as some study participants relocated to other parts of the country before completion of follow ups.</p>
      <fig id="idm1842073068">
        <label>Figure 1.</label>
        <caption>
          <title> Study area. (A) Map of Kenya showing the location of Nairobi. (B) Geographical distribution of typhoid index cases and asymptomatic carriers in Nairobi.</title>
        </caption>
        <graphic xlink:href="images/image1.jpg" mime-subtype="jpg"/>
      </fig>
      <p>
        <bold>Salmonella Typhi Shedding</bold>
      </p>
      <p>Shedding was observed in 9/32 (28.1%) of the index cases and 5/32 (15.6%) of household contacts. All of these, 14 study participants, shed <italic>S.</italic> Typhi during the first and/or the second month, with only 4   shedding after the second month (<xref ref-type="table" rid="idm1842071412">Table 1</xref>).  In 3/32 (9.3%) of the households, the index case and one household contact shed the bacteria. The pathogen was shed only by the index case in 6/32 (18.7%) of the households and by a household contact only in 2/32 (6.2%) of the households. A total of 5 study participants, 4/32 (12.5%) of index cases and 1/32 (3.1%) of household contacts, were found to have gallstones in their gallbladder. Thus, of the 14 patients shedding the bacteria in follow-up visits, 5 had gallstones. Although no shedding was detected past the sixth month, the duration of shedding was             longer in individuals with gallstones ((M=115.6, SD=48.67) vs. without gallstones (M=31.78, SD=11.18) <italic>P</italic>=0.003)).  </p>
      <table-wrap id="idm1842071412">
        <label>Table 1.</label>
        <caption>
          <title> Patterns of S. Typhi shedding by typhoid index cases and household contacts</title>
        </caption>
        <table rules="all" frame="box">
          <tbody>
            <tr>
              <th> </th>
              <td> <bold>Study Participant Shedding </bold>S<bold>. Typhi</bold></td>
              <td colspan="12"> <bold>Days between index case and follow-up sample collection</bold> </td>
            </tr>
            <tr>
              <td/>
              <td/>
              <td>
                <bold>Month 1</bold>
              </td>
              <td>
                <bold>Month 2</bold>
              </td>
              <td>
                <bold>Month 3</bold>
              </td>
              <td>
                <bold>Month 4</bold>
              </td>
              <td>
                <bold>Month 5</bold>
              </td>
              <td>
                <bold>Month 6</bold>
              </td>
              <td>
                <bold>Month 7</bold>
              </td>
              <td>
                <bold>Month 8</bold>
              </td>
              <td>
                <bold>Month 9</bold>
              </td>
              <td>
                <bold>Month 10</bold>
              </td>
              <td>
                <bold>Month 11</bold>
              </td>
              <td>
                <bold>Month 12</bold>
              </td>
            </tr>
            <tr>
              <td>
                <bold>H3</bold>
              </td>
              <td>Index Case</td>
              <td>28</td>
              <td><bold>31</bold>, 38 46</td>
              <td>61</td>
              <td>94</td>
              <td>-</td>
              <td>153</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>H6</td>
              <td>*Index Case</td>
              <td>-</td>
              <td><bold>31</bold>, <bold>35, 39</bold>, 60</td>
              <td>
                <bold>88</bold>
              </td>
              <td>-</td>
              <td>143</td>
              <td>172</td>
              <td>-</td>
              <td>214</td>
              <td>241, 269</td>
              <td>300</td>
              <td>-</td>
              <td>335</td>
            </tr>
            <tr>
              <td/>
              <td>Household Contact</td>
              <td>-</td>
              <td><bold>31</bold>, 35, 39, 60</td>
              <td>88</td>
              <td>-</td>
              <td>143</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>H7</td>
              <td>Index Case</td>
              <td><bold>14</bold>,<bold> 16, 19</bold> 26</td>
              <td>39</td>
              <td>71</td>
              <td>106</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td/>
              <td>Household Contact</td>
              <td>16, <bold>18,</bold> 22, 29</td>
              <td>43</td>
              <td>91</td>
              <td>-</td>
              <td>137</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>H8</td>
              <td>*Index Case</td>
              <td><bold>22</bold>, 25, 30</td>
              <td>37, 51</td>
              <td>
                <bold>78</bold>
              </td>
              <td>-</td>
              <td>-</td>
              <td>
                <bold>170</bold>
              </td>
              <td>203</td>
              <td>239</td>
              <td>268</td>
              <td>-</td>
              <td>303</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
                <bold>H9</bold>
              </td>
              <td>Index Case</td>
              <td><bold>15</bold>, 17, 21</td>
              <td><bold>35</bold>, 46</td>
              <td>74</td>
              <td>-</td>
              <td>Day133</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>H14</td>
              <td>Household Contact</td>
              <td>25</td>
              <td>
                <bold>31, 35, 42</bold>
              </td>
              <td>66</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
                <bold>H17</bold>
              </td>
              <td>*Index Case</td>
              <td><bold>21</bold>, <bold>24</bold>, <bold>28</bold></td>
              <td>
                <bold>35</bold>
              </td>
              <td>
                <bold>76</bold>
              </td>
              <td>
                <bold>107</bold>
              </td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>H21</td>
              <td>*Household Contact</td>
              <td>26, <bold>29</bold></td>
              <td><bold>33</bold>, <bold>40</bold>, <bold>54</bold></td>
              <td>82</td>
              <td>-</td>
              <td>138</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>H23</td>
              <td>Index Case</td>
              <td>-</td>
              <td>40, 49, <bold>54</bold></td>
              <td>61, 75</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>H28</td>
              <td>*Index Case</td>
              <td>8, 19, 26</td>
              <td>
                <bold>40</bold>
              </td>
              <td>68</td>
              <td>
                <bold>96</bold>
              </td>
              <td>
                <bold>124</bold>
              </td>
              <td>
                <bold>159</bold>
              </td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td>
                <bold>H29</bold>
              </td>
              <td>Index Case</td>
              <td>
                <bold>23, 26, 30</bold>
              </td>
              <td>37, 51</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td/>
              <td>Household Contact</td>
              <td><bold>23, 26,</bold> 30</td>
              <td>37, 51</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
              <td>-</td>
            </tr>
            <tr>
              <td colspan="14">
                <fn id="idm1841942092">
                  <label/>
                  <p>H=Household (includes only households with study participants shedding <italic>S.</italic> Typhi after the index case was treated)</p>
                </fn>
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p>
        <bold>Antibiotic Resistance Testing</bold>
      </p>
      <p>A total of 83 <italic>S.</italic> Typhi strains were tested for susceptibility to antimicrobials. As shown in <xref ref-type="table" rid="idm1841888700">Table 2</xref>, majority, 11/32 (34.3%) of the index cases were infected by <italic>S.</italic> Typhi strains with reduced susceptibility to ciprofloxacin and showing resistance to ampicillin, co-trimoxazole, chloramphenicol and nalidixic acid. A substantial 7/32 (21.8%) of the cases were infected with <italic>S</italic>. Typhi that was pan-susceptible, while 3/32 (9.3%) were infected by non-MDR<italic> S</italic>. Typhi strains although showing resistance to nalidixic acid and reduced susceptibility to ciprofloxacin. Other observed resistance patterns include non-MDR strains with reduced susceptibility to both nalidixic acid and ciprofloxacin (infecting 5/32 (15.6%) of typhoid index cases) and non-MDR strains with reduced susceptibility to ciprofloxacin (infecting 2/32 (21.8%) of typhoid index cases). Among the cases shedding the bacteria after treatment, 4/19 (44.4%) shed MDR strains of <italic>S</italic>. Typhi. Isolates from persistently infected household members also had varying resistance patterns, as 1/5 (20%) shed strains with reduced susceptibility to ciprofloxacin and showing resistance to ampicillin, co-trimoxazole, chloramphenicol and nalidixic acid. One persistently infected household member shed <italic>S</italic>. Typhi strains resistant to nalidixic acid and with reduced susceptibility to ciprofloxacin, while 2/5 (40%) shed strains with reduced susceptibility to both nalidixic acid and                 ciprofloxacin, and 1/5 (20%) shed <italic>S</italic>. Typhi with reduced susceptibility to ciprofloxacin (<xref ref-type="table" rid="idm1841888700">Table 2</xref>). <italic>S.</italic> Typhi strains isolated before and after treatment showed similar patterns of antimicrobial resistance in 13/14 (92.8%) of the study participants. However, one index case initially infected by an <italic>S</italic>. Typhi strain that was susceptible to all tested antimicrobials, shed an <italic>S.</italic> Typhi showing reduced susceptibility to ciprofloxacin 54 days later. Finally, 4/5 (80%) of the patients with gallstones shed non-multidrug resistant <italic>S</italic>. Typhi. <xref ref-type="table" rid="idm1841888700">Table 2</xref></p>
      <table-wrap id="idm1841888700">
        <label>Table 2.</label>
        <caption>
          <title> Resistance patterns of S. Typhi isolated from index cases and household contacts</title>
        </caption>
        <table rules="all" frame="box">
          <tbody>
            <tr>
              <th>
                <bold> </bold>
              </th>
              <td>
                <bold>Antimicrobials Resistance patterns</bold>
              </td>
              <td>
                <bold>Index Cases</bold>
              </td>
              <td>
                <bold> </bold>
              </td>
              <td>
                <bold>Household Contacts</bold>
              </td>
            </tr>
            <tr>
              <td/>
              <td/>
              <td>
                <bold>N (%)</bold>
              </td>
              <td>
                <bold> </bold>
              </td>
              <td>
                <bold>N (%)</bold>
              </td>
            </tr>
            <tr>
              <td>  MDR</td>
              <td>MDR + nalidixic acid resistance and reduced susceptibility to ciprofloxacin</td>
              <td> 11/32(34.3)</td>
              <td> </td>
              <td> 1/5(20)</td>
            </tr>
            <tr>
              <td/>
              <td>MDR + nalidixic acid and tetracycline resistance and reduced susceptibility to ciprofloxacin</td>
              <td> 1/32(3.1)</td>
              <td> </td>
              <td> -</td>
            </tr>
            <tr>
              <td/>
              <td>MDR</td>
              <td>3/32(9.3)</td>
              <td> </td>
              <td>-</td>
            </tr>
            <tr>
              <td> Non-MDR</td>
              <td>Nalidixic acid resistance and reduced susceptibility to ciprofloxacin</td>
              <td> 3/32(9.3)</td>
              <td> </td>
              <td> 1/5(20)</td>
            </tr>
            <tr>
              <td/>
              <td>Reduced susceptibility to nalidixic acid and ciprofloxacin</td>
              <td>5/32(15.6)</td>
              <td> </td>
              <td>2/5(40)</td>
            </tr>
            <tr>
              <td/>
              <td>Reduced susceptibility to ciprofloxacin</td>
              <td>2/32(6.2)</td>
              <td> </td>
              <td>1/5(20)</td>
            </tr>
            <tr>
              <td/>
              <td>Susceptible to all drugs tested</td>
              <td>7/32(21.8)</td>
              <td> </td>
              <td>-</td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot>
          <fn id="idm1841946844">
            <label/>
            <p>MDR= <italic>S</italic>. Typhi resistant to ampicillin, co-trimoxazole and chloramphenicol</p>
          </fn>
          <fn id="idm1841947348">
            <label/>
            <p>Figures indicate the number/percentage of participants infected by <italic>S</italic>. Typhi exhibiting observed resistance patterns.</p>
          </fn>
        </table-wrap-foot>
      </table-wrap>
      <p>
        <bold>Biofilm Formation</bold>
      </p>
      <p>Because of the importance of biofilm formation on gallstones in chronic carriage <xref ref-type="bibr" rid="ridm1842211196">11</xref><xref ref-type="bibr" rid="ridm1842137772">21</xref> the biofilm forming ability of human<italic> S</italic>. Typhi isolates were tested under gallbladder simulating conditions.                  Variations were observed in the quantity of biofilm mass produced by the 83 <italic>S.</italic> Typhi strains. All               isolates formed weak biofilms in wells without cholesterol and human bile, however, they formed            significantly stronger biofilms in presence of both cholesterol and bile (<italic>P</italic>&lt;0.001, <xref ref-type="fig" rid="idm1841779348">Figure 2</xref>A).                  Comparisons on biofilm forming ability between the different isolates was therefore based on results obtained after growing the biofilms in presence of human bile in cholesterol coated plates. From those individuals shedding <italic>S</italic>. Typhi, there was no statistical association between duration of <italic>S</italic>. Typhi                 shedding and biofilm forming ability (<xref ref-type="fig" rid="idm1841779348">Figure 2</xref>B). As shown in <xref ref-type="fig" rid="idm1841779348">Figure 2</xref>C, significant differences were noted in biofilm mass quantities, whereby the MDR strains formed relatively weak biofilms (approx. OD<sub>570</sub>=0.5) as compared to both susceptible and quinolone non-susceptible strains (approx. OD<sub>570</sub>=1.3), (F (2, 29) = 30.96, <italic>P</italic>=&lt;0.001). Additionally, there was no statistically significant association between biofilm forming ability and the sample location (stool or blood), for both MDR and non-MDR strains (<italic>P</italic>&gt;0.05, <xref ref-type="fig" rid="idm1841779348">Figure 2</xref>D). Similarly, in those shedding the bacteria, the presence or absence of gallstones did not affect the biofilm mass formed (<italic>P</italic>&gt;0.05, <xref ref-type="fig" rid="idm1841779348">Figure 2</xref>E).     </p>
      <fig id="idm1841779348">
        <label>Figure 2.</label>
        <caption>
          <title> S. Typhi biofilms. (A) Quantity of biofilms after growth in presence/absence of cholesterol and/or bile. (B) Biofilm formation by S. Typhi isolated from non-shedders, patients shedding for one and/or two months (≤ 60days) and from patients shedding the bacteria during and/or after the third month (&gt;60 days). (C) Biofilm formation by MDR and non-MDR strains. (D) MDR and non-MDR strains isolated from blood vs. stool, and (E) strains isolated from individuals with gallstones vs. participants without gallstones</title>
        </caption>
        <graphic xlink:href="images/image2.jpg" mime-subtype="jpg"/>
      </fig>
    </sec>
    <sec id="idm1841894732" sec-type="discussion">
      <title>Discussion</title>
      <p>In this study, longitudinal <italic>S.</italic> Typhi shedding was observed in 9/32 (28.1%) of typhoid index cases even after treatment with appropriate antibiotics. Shedding was also observed in 5/32 (15.6%) asymptomatic individuals living in the same household with typhoid index cases, indicating the presence of <italic>S.</italic> Typhi reservoirs, intermittently shedding and transmitting the pathogenic bacteria within the household. A similar study conducted in South India identified asymptomatic <italic>S.</italic> Typhi carriers living in same household with children diagnosed with typhoid fever <xref ref-type="bibr" rid="ridm1842222828">8</xref>. Since there is no known or suspected animal reservoir for <italic>S</italic>. Typhi, such asymptomatic carriers allow persistence of the disease during inter-epidemic periods <xref ref-type="bibr" rid="ridm1842135612">22</xref>, leading to the spread of infections through the fecal-oral route of transmission. These contribute to the global burden of typhoid fever, where the adjusted global                      incidence is 134.1/100,000 person-years (95% CI, 77.9–204.8) <xref ref-type="bibr" rid="ridm1842130356">23</xref>. In Sub-Saharan Africa, Central Africa has the highest reported incidence of typhoid fever at 1459 per 100,000 person-years, while East Africa has the second highest incidence of 620 per 100,000 person-years <xref ref-type="bibr" rid="ridm1842128196">24</xref>. Cases tend to be                   concentrated in younger age groups in settings with high transmission <xref ref-type="bibr" rid="ridm1842142164">25</xref><xref ref-type="bibr" rid="ridm1842112196">26</xref>, where major burden of typhoid fever is borne by preschool and school-aged children <xref ref-type="bibr" rid="ridm1842135612">22</xref>. Water, sanitation, and hygiene (WaSH)-related enteric diseases are endemic in our study setting <xref ref-type="bibr" rid="ridm1842152692">20</xref>, with a previous study reporting an observed case culture positive rate of 4.3% among febrile children 7-16 years of age and a                                  substantial burden among younger children 1-7 years of age (3.1 positive rate) and infants (culture              positive rate of 2.2%). </p>
      <p> The majority of  index cases, 11/32 (34.3%), were infected by strains showing resistance to four                  antimicrobials (ampicillin, co-trimoxazole, chloramphenicol and nalidixic acid) and associated with reduced susceptibility to ciprofloxacin. Some of these cases, 4/32 (12.5%) continued to shed MDR strains of <italic>S</italic>. Typhi even after treatment, therefore spreading resistant bacteria within the household, and possibly extending transmission to other members of the community. Out of the five study participants with gallstones (they shed <italic>S</italic>. Typhi for longer duration), 1/5 (20%) shed susceptible strains, 1/5 (20%) shed MDR strains while 3/5 (60%) continued to shed non-MDR strains associated with reduced                     susceptibility to ciprofloxacin. Cases of multi-drug resistance to  conventional first line antibiotics, i.e., ampicillin, co-trimoxazole and chloramphenicol) strains of <italic>S.</italic> Typhi have been reported since the early 1970s <xref ref-type="bibr" rid="ridm1842110684">27</xref>. With the introduction of fluoroquinolones for the treatment of typhoid, nalidixic                         acid-resistant strains associated with reduced susceptibility to fluoroquinolones have been increasingly reported in recent years <xref ref-type="bibr" rid="ridm1842120260">28</xref><xref ref-type="bibr" rid="ridm1842119540">29</xref>. Azithromycin which was first tested in the 1990s <xref ref-type="bibr" rid="ridm1842085628">30</xref> and                             cephalosporins are now some of the alternative drugs for the treatment and control of such typhoid                cases. The resistance patterns in strains from carriers reflects the pattern of resistance in <italic>S</italic>. Typhi                 circulating in our study setting, suggesting no single AMR status is associated with carriage. Shedding of MDR <italic>S.</italic> Typhi by asymptomatic carriers working in the food industry has previously been reported <xref ref-type="bibr" rid="ridm1842083972">31</xref>. While shedding in our study did not extend beyond 6 months for any patient, it is unclear if the organism was cleared or if there is just intermittent release of the bacteria, which has been previously noted in carriers <xref ref-type="bibr" rid="ridm1842212780">10</xref>. There is limited published data on resistance patterns in <italic>S.</italic> Typhi isolated from asymptomatic carriers, as most studies have so far focused on acute typhoid fever cases. Little progress in understanding the progression of <italic>S</italic>. Typhi infections has been made in the past decade, especially the mechanisms that catalyze carriage <xref ref-type="bibr" rid="ridm1842211196">11</xref>. Detection of chronic carriers utilizing serial stool culture and isolation of the bacteria is considered labor-intensive with limited data being generated in recent past.  </p>
      <p>Study participants with gallstones in our study were found to shed <italic>S</italic>. Typhi for significantly longer          duration. Out of the 5 individuals with gallstones, 3 (75%) shed the bacteria for more than three months. Gallstones have been reported to facilitate chronic carriage of <italic>S</italic>. Typhi by biofilm formation on                   gallstone surfaces <xref ref-type="bibr" rid="ridm1842211196">11</xref>. During the process of colonization of the gallbladder, <italic>S</italic>. Typhi is exposed to bile, a complex digestive secretion containing bile acids, cholesterol, phospholipids and bilirubin. Bile possesses strong antimicrobial properties <xref ref-type="bibr" rid="ridm1842081884">32</xref>, and the ability of <italic>S</italic>. Typhi to tolerate this apparently  hostile environment indicates that bile resistance plays a central role in acute and chronic pathogenicity and gallbladder infection <xref ref-type="bibr" rid="ridm1842179660">13</xref>. Strong biofilms were formed when both cholesterol and bile were                  present. Bile is considered an important factor that influences biofilm development <xref ref-type="bibr" rid="ridm1842183620">12</xref><xref ref-type="bibr" rid="ridm1842075908">33</xref>. Risk factors for the development of gallstones are female sex, age, pregnancy, physical inactivity, obesity and                overnutrition <xref ref-type="bibr" rid="ridm1842072884">34</xref>. Close to 10% of the human population have gallstones and therefore gallstone (which increases dramatically as one ages) disease is quite widespread <xref ref-type="bibr" rid="ridm1842069860">35</xref>. Some studies have reported isolation of contrasting genotypes of <italic>S</italic>. Typhi strains from the gallbladder of cholelithiasis patients                undergoing cholecystectomy and blood samples of acute cases living within the same region <xref ref-type="bibr" rid="ridm1842067556">36</xref>.               Besides facilitating <italic>S</italic>. Typhi carriage and transmission, <italic>Salmonella</italic> carriers with gallstones have an 8.47-fold-higher risk for developing cancer of the gallbladder <xref ref-type="bibr" rid="ridm1842061796">37</xref>, as persistent gallbladder infection              increases the risk of epithelium damage by carcinogenic toxins produced by <italic>S</italic>. Typhi <xref ref-type="bibr" rid="ridm1842091388">38</xref>. </p>
      <p>There was a non-significant increase in biofilm formation by individuals shedding <italic>S</italic>. Typhi over several months vs. those not shedding the bacteria, which does not corroborate previous findings by our group <xref ref-type="bibr" rid="ridm1842087860">39</xref>. However, our current study has only a limited number of “shedding” isolates that may not be from truly chronically infected individuals. However, <italic>S. </italic>Typhi did show varying ability to form biofilms on simulated gallstones, with the non-MDR resistant strains forming stronger biofilms compared to MDR strains. The mechanism behind this finding is not known and requires additional experimentation. The association between antibiotic resistance and biofilm formation noted in this study is different from what was observed in non-typhoidal <italic>Salmonella</italic> strains, where susceptible strains reportedly failed to form multicellular behavior <xref ref-type="bibr" rid="ridm1842034996">40</xref>, suggesting differences in biofilm regulatory mechanisms in                          non-typhoidal <italic>Salmonella</italic> vs. <italic>S</italic>. Typhi strains carrying different antimicrobial resistance determinants. Biofilms have been reported to protect <italic>Salmonella</italic> from killing by ciprofloxacin <xref ref-type="bibr" rid="ridm1842187364">15</xref><xref ref-type="bibr" rid="ridm1842031180">41</xref>, a                           second-generation fluoroquinolone that is recommended first line agent for treating typhoid fever <xref ref-type="bibr" rid="ridm1842027364">42</xref>. In vivo studies on carriage mechanisms of the human-restricted pathogen <italic>S</italic>. Typhi have been hampered by the lack of a tractable small animal model, with in vivo data relying extensively on the murine model of infection with the related serovar, <italic>S</italic>. Typhimurium. This study provides a basis of studying genetic differences between <italic>S</italic>. Typhi strains with different antimicrobial resistant patterns and biofilm forming abilities.</p>
      <p>This study is not without limitations. Firstly, most of the samples for detection of <italic>S. </italic>Typhi shedding were collected from a small region in Nairobi, and this may therefore not represent the overall                      antimicrobial resistance and shedding patterns in Kenya. Further, none of the patients shedding <italic>S</italic>. Typhi were followed-up to the point of cholecystectomy, and therefore we lack gallstones/bile culture isolates for comparison with those from stool samples. Finally, as mentioned previously, the limited number of isolates in some comparisons may affect the conclusions that are drawn, and the inability to detect                carriage over one year hampers our capacity to define strains as chronic isolates. </p>
    </sec>
    <sec id="idm1841883428" sec-type="conclusions">
      <title>Conclusion</title>
      <p>Data analyzed in this study shows a strong correlation between presence of gallstones and duration of <italic>S.</italic> Typhi shedding. Non-MDR strains analyzed were found to form stronger biofilms as compared to MDR strains. No single AMR status was observed to be associated with asymptomatic typhoid carriage. It is necessary to understand the role of <italic>S.</italic> Typhi asymptomatic carriers in the persistence, evolution and transmission of typhoid fever in endemic areas. This study provides important information that will influence public health approaches aimed at reducing  transmission of typhoid fever and burden of              infection. </p>
    </sec>
  </body>
  <back>
    <ack>
      <p>This research was financially supported by the National Institute of Health (NIH) National institute of Allergy and Infectious Diseases (Grants: R01 AI099525 and R01 AI116917).  </p>
    </ack>
    <glossary>
      <title>Abbreviations</title>
      <def-list>
        <def-item>
          <term>MDR - multidrug resistant</term>
          <def>
            <p/>
          </def>
        </def-item>
        <def-item>
          <term>OD - optical density</term>
          <def>
            <p/>
          </def>
        </def-item>
        <def-item>
          <term>SEM - standard error of mean</term>
          <def>
            <p/>
          </def>
        </def-item>
        <def-item>
          <term>M - mean</term>
          <def>
            <p/>
          </def>
        </def-item>
        <def-item>
          <term>SD - standard deviation</term>
          <def>
            <p/>
          </def>
        </def-item>
        <def-item>
          <term>CI - confidence interval</term>
          <def>
            <p/>
          </def>
        </def-item>
      </def-list>
    </glossary>
    <ref-list>
      <ref id="ridm1842382396">
        <label>1.</label>
        <mixed-citation xlink:type="simple" publication-type="journal">
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