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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.2021.664041</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>Rapid Antibiotic Susceptibility Testing of Tier-1 Agents <italic>Bacillus anthracis</italic>, <italic>Yersinia pestis</italic>, and <italic>Francisella tularensis</italic> Directly From Whole Blood Samples</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Rotem</surname> <given-names>Shahar</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Shifman</surname> <given-names>Ohad</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/247025/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Aftalion</surname> <given-names>Moshe</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/713863/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gur</surname> <given-names>David</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/452159/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Aminov</surname> <given-names>Tamar</given-names></name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Aloni-Grinstein</surname> <given-names>Ronit</given-names></name>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/241480/overview"/>
</contrib>
</contrib-group>
<aff><institution>Department of Biochemistry and Molecular Genetics, Israel Institute for Biological Research</institution>, <addr-line>Ness-Ziona</addr-line>, <country>Israel</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Rustam Aminov, University of Aberdeen, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Julian Ferreras, CONICET Institute of Subtropical Biology (IBS), Argentina; Max Maurin, Universit&#x00E9; Grenoble Alpes, France; Zhuo Ma, Albany College of Pharmacy and Health Sciences, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Shahar Rotem, <email>shaharr@iibr.gov.il</email></corresp>
<corresp id="c002">Ronit Aloni-Grinstein, <email>ronitag@iibr.gov.il</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Antimicrobials, Resistance and Chemotherapy, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>07</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>664041</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>02</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>06</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Rotem, Shifman, Aftalion, Gur, Aminov and Aloni-Grinstein.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Rotem, Shifman, Aftalion, Gur, Aminov and Aloni-Grinstein</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) and the copyright owner(s) 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>Rapid antibiotic susceptibility tests, performed directly on whole blood samples, will offer great clinical advantages. This issue is of considerable importance when it comes to bioterror pathogens where prompt antibiotic treatment should be offered to infected patients as well as prophylaxis to suspected exposed individuals. Herein, we describe a novel and rapid method, named MAPt, that is based on the direct application of a blood sample onto solid agar that has been embedded with different concentrations of the tested antibiotic. Following a short incubation, bacterial growth is monitored by qPCR. The method was applied on blood cultures and whole blood samples inoculated with the Tier-1 pathogens <italic>Bacillus anthracis</italic>, <italic>Yersinia pestis</italic>, and <italic>Francisella tularensis</italic>. The use of agar medium, which better supports the growth of bacteria at low concentrations, together with the use of qPCR, which provides sensitivity and specificity, allowed minimal inhibitory concentration (MIC) determination to a wide range of bacterial concentrations, ranging from &#x223C;5 &#x00D7; 10<sup>2</sup> cfu/ml up to 10<sup>8</sup> cfu/ml. The omission of the enrichment procedure in blood culture and the isolation step, both required in standard antibiotic susceptibility tests (ASTs), allowed a dramatic reduction in time to answer, from a few days to a few hours. The total time required for MIC determination was &#x223C;6 h for fast-growing bacteria, such as <italic>B. anthracis</italic>, and 12&#x2013;16 h for slow-growing bacteria, represented by <italic>Y. pestis</italic> and <italic>F. tularensis</italic>. Accordingly, MAPt may offer health authorities means for public preparedness in the case of a bioterror attack as well as prompt clinical treatment options in common blood stream infections.</p>
</abstract>
<kwd-group>
<kwd>antibiotic susceptibility testing</kwd>
<kwd>whole blood</kwd>
<kwd>blood cultures</kwd>
<kwd><italic>Bacillus anthracis</italic></kwd>
<kwd><italic>Yersinia pestis</italic></kwd>
<kwd><italic>Francisella tularensis</italic></kwd>
<kwd>bloodstream infections</kwd>
<kwd>Tier-1</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="7"/>
<equation-count count="0"/>
<ref-count count="32"/>
<page-count count="9"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Bloodstream infections (BSIs) are a major public health concern (<xref ref-type="bibr" rid="B13">Goto and Al-Hasan, 2013</xref>). Rapid targeted antimicrobial therapy may reduce mortality and hospital length of stay. Special prompt care should be offered to BSIs originating from exposure to Tier-1 bioterror bacteria following a bioterror event or an endemic outbreak, as wide public health means of prophylactic treatment may also be needed. Unfortunately, these pathogens, as many others, may acquire antibiotic resistance either naturally due to extensive medical or agriculture use of antibiotics, or intentionally to improve their bioterror potential. Indeed, reduced susceptibility variants can be produced <italic>in vitro</italic> for all three agents: fluoroquinolone-resistant <italic>Francisella tularensis</italic> mutants may be obtained, some with cross-resistance to other clinically relevant antibiotic classes (<xref ref-type="bibr" rid="B26">Sutera et al., 2017</xref>), non-virulent isolates of <italic>Yersinia pestis</italic> with reduced susceptibility to ciprofloxacin or doxycycline were produced (<xref ref-type="bibr" rid="B25">Steinberger-Levy et al., 2016</xref>; <xref ref-type="bibr" rid="B23">Shifman et al., 2019</xref>), and <italic>Bacillus anthracis</italic> with reduced susceptibility to ciprofloxacin, ofloxacin and levofloxacin, moxifloxacin, garenoxacin, tetracycline, vancomycin, minocycline, quinupristin/dalfopristin, erythromycin, clindamycin, Penicillin G, and amoxicillin were generated by serial passage (<xref ref-type="bibr" rid="B4">Athamna et al., 2004</xref>). To note, clinical isolates of plasmid-mediated single and multiple drug-resistant strains have been isolated from plague patients (<xref ref-type="bibr" rid="B15">Guiyoule et al., 2001</xref>; <xref ref-type="bibr" rid="B12">Galimand et al., 2006</xref>). Bearing in mind the potential bioterror intensions implicated with these pathogens, there is a need for an antibiotic susceptibility test (AST) that will provide an adequate treatment option within a relevant clinical time frame. Upon hospital admission, cultures of three blood samples are taken from plague-suspected patients over 45 min before treatment (<xref ref-type="bibr" rid="B14">Gratz et al., 1999</xref>). Likewise, blood for culturing is taken from tularemia (<xref ref-type="bibr" rid="B10">Ellis et al., 2002</xref>; <xref ref-type="bibr" rid="B27">Tularemia Epidemiology, 2021</xref>) and anthrax-suspected patients (<xref ref-type="bibr" rid="B32">World Health Organization, 2008</xref>). These blood cultures may be used as a source for diagnostics and ASTs in those patients that do exhibit bacteremia during the course of the disease.</p>
<p>We have recently reported on a rapid AST, named MAPt (Micro-Agar-PCR-test), which allows one to address bioterror agent-contaminated environmental samples, offering rational targeted prophylactic treatment before the onset of morbidity in exposed individuals (<xref ref-type="bibr" rid="B3">Aloni-Grinstein et al., 2020</xref>). As MAPt does not require any enrichment, isolation, or quantification steps, and can be applied even at relatively low concentrations of bacteria, we evaluated its performance on clinical samples, blood cultures, and whole blood samples inoculated with three different Tier-1 agents: <italic>B. anthracis</italic>, <italic>Y. pestis</italic>, and <italic>F. tularensis</italic>. As most clinical ASTs require enrichment in blood cultures, which are grown for hours to days, following the isolation of the bacteria from the blood culture, implication of MAPt on clinical blood samples may offer great advantage time-wise as well as labor-wise.</p>
<p>In this study, we present the benefits of the use of MAPt on blood cultures and whole blood samples. We show that MAPt can be implemented on blood cultures and whole blood samples containing a broad range of bacterial concentrations, as low as 3.7 &#x00D7; 10<sup>2</sup> cfu/ml and as high as 10<sup>8</sup> cfu/ml. Thus, there is no need for the time-consuming blood culture enrichment step, which may take from a day to a few days. Moreover, blood components do not interfere with the procedure, omitting the need for an isolation/purification step of the tested bacteria. The results show that adequate MIC values are obtained for all three tested bacteria in significantly shorter time periods (hours) compared to the days required by the standard microdilution test. Thus, MAPt can be an attractive AST for bioterror agent-infected blood samples as well as for other clinical BSI infections.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Bacterial Strains, Media, and Growth Conditions</title>
<p>The <italic>F. tularensis</italic> live vaccine strain (LVS, ATCC 29684) was grown at 37&#x00B0;C on Cystine Heart Agar (5.1% CHA supplemented with 1% hemoglobin, Difco) or in cation-adjusted Mueller&#x2013;Hinton broth (CAMHB; BBL, 212322), supplemented with 2% defined growth supplement (IsoVitaleX Enrichment; BBL 211876) and 3 &#x03BC;M hematin (Sigma 3281), termed HLMHI. The <italic>Y. pestis</italic> strain EV76 (<xref ref-type="bibr" rid="B5">Ben-Gurion and Shafferman, 1981</xref>), the spontaneous ciprofloxacin-resistant mutant #66-6 (<xref ref-type="bibr" rid="B25">Steinberger-Levy et al., 2016</xref>) and doxycycline-resistant mutant #36-4-18 (<xref ref-type="bibr" rid="B23">Shifman et al., 2019</xref>), and the <italic>B. anthracis</italic> strain Vollum &#x0394;pXO1 &#x0394;pXO2 (<xref ref-type="bibr" rid="B21">Levy et al., 2014</xref>) were grown on Brain Heart Infusion agar (BHI-A; BD Difco 241830) plates at 28&#x00B0;C and 37&#x00B0;C, respectively. Colony-forming unit (cfu) counts were determined by plating 100 &#x03BC;l of serial 10-fold dilutions in phosphate-buffered saline (PBS, Biological Industries, Beth Haemek, Israel) on CHA for <italic>F. tularensis</italic> and BHI-A plates for <italic>B. anthracis</italic> and <italic>Y. pestis</italic>.</p>
</sec>
<sec id="S2.SS2">
<title>Blood Cultures and Whole Blood</title>
<p>Ten milliliters of human blood obtained from the National Blood Services, MDA, Israel, under MDA research permit 08-0122 was inoculated with different concentrations of <italic>B. anthracis</italic>, <italic>Y. pestis</italic>, and <italic>F. tularensis</italic>. The inoculated blood was transferred to BACTEC<sup>TM</sup> Plus Aerobic/F Culture vials (BD, Cat# 442192). The blood cultures (10 ml blood) or whole blood (1 ml) inoculated with bacteria were shaken at 150 rpm at 37&#x00B0;C in a New Brunswick Scientific C76 water bath for various time periods.</p>
</sec>
<sec id="S2.SS3">
<title>Preparation of MAPt Plates</title>
<p>The Micro-Agar-PCR-test plates were prepared using MHA (BD 225250) for <italic>B. anthracis</italic> and <italic>Y. pestis</italic> and CHA for <italic>F. tularensis</italic>. Agar media was prepared according to the manufacturer&#x2019;s guidelines. Agar dilution was performed basically as described in CLSI standard M07 (<xref ref-type="bibr" rid="B9">CLSI, 2018</xref>). Following autoclaving, the agar was cooled to 50&#x00B0;C and 40 ml was aliquoted to 50-ml tubes where the tested antibiotic doxycycline (Sigma D9891), ciprofloxacin (ciproxin 200, Bayer), and gentamicin (Sigma G1264) were added. Antimicrobial solution (10&#x00D7;) was diluted by making twofold serial dilutions in master tubes. Then, one part of the 10&#x00D7; antimicrobial solution was added to nine parts of melted agar. Agar with no antibiotics served as growth control. One-hundred-fifty-microliter aliquots of the antibiotic-supplemented melted agar were divided into a 96-well plate.</p>
</sec>
<sec id="S2.SS4">
<title>MAPt Assay</title>
<p>Ten microliters of the clinical sample (in duplicate) was plated in different wells of MAPt plates containing different concentrations of the tested antibiotics. The MAPt plates were incubated at the optimal growth temperature for each bacterial species (28&#x00B0;C for <italic>Y. pestis</italic> and 37&#x00B0;C for <italic>B. anthracis</italic> and <italic>F. tularensis</italic>) for the time required for each species. Of note, a 28&#x00B0;C incubation temperature for <italic>Y. pestis</italic> better supports bacterial growth without affecting the MIC (<xref ref-type="bibr" rid="B11">Frean et al., 2003</xref>; <xref ref-type="bibr" rid="B17">Hernandez et al., 2003</xref>; <xref ref-type="bibr" rid="B16">Heine et al., 2015</xref>), which led to shorter AST durations and easier MIC determination. Following the incubation period, the bacteria were extracted from the MAPt plates with 150 &#x03BC;l of PBS that was added to each well and pipetted up and down three times. One hundred microliters of the recovered bacteria was added to 100 &#x03BC;l of Triton buffer (20% Triton-X-100 in TE, Sigma), and the samples were heated for 30 min at 100&#x00B0;C in order to sterilize the sample and extract the DNA.</p>
</sec>
<sec id="S2.SS5">
<title>qPCR Reactions</title>
<p>The qPCR reactions were performed in a total volume of 30 &#x03BC;l containing 2.3 &#x03BC;l of 20 mg/ml bovine serum albumin (BSA; Sigma A2153), 15.05 &#x03BC;l of SensiFAST Probe Lo-ROX Mix (Bioline BIO84005), 3.05 &#x03BC;l of forward primer (5 pmol/&#x03BC;l), 3.05 &#x03BC;l of reverse primer (5 pmol/&#x03BC;l), 1.55 &#x03BC;l of TaqMan probe (5 pmol/&#x03BC;l), and 5 &#x03BC;l of DNA extract. The primers and probes used were as follows:</p>
<p>For <italic>B. anthracis</italic>, the chromosomal marker targeting prophage lambdaBa03 (PL3; <xref ref-type="bibr" rid="B31">Weigel et al., 2010</xref>), PL3_F: AA AGCTACAAACTCTGAAATTTGTAAATTG, PL3_R: CAACG ATGATTGGAGATAGAGTATTCTTT, and Tqpro_PL3: FAM- AACAGTACGTTTCACTGGAGCAAAATCAA-BHQ-1. For <italic>Y. pestis</italic>, the gene <italic>capR</italic> encoding the Lon ATP-dependent serine protease (<xref ref-type="bibr" rid="B25">Steinberger-Levy et al., 2016</xref>), capF: GGATT ACGATCTCTCGGATGTGA, capR: AGCCGGACAGACGAAT AACTTC, and Taq-CapR: FAM-TTGTGGCGACCTCTAAC TCCATGAATATTCC-BHQ-1. For <italic>F. tularensis</italic>, the gene <italic>fopA</italic> encoding an outer membrane protein (<xref ref-type="bibr" rid="B30">Versage et al., 2003</xref>), fopAF: ATCTAGCAGGTCAAGCAACAGGT, fopAR: GTCAACACTTGCTTGAACATTTCTAGATA, and fopAP: FA M-CAAACTTAAGACCACCACCCACATCCCAA-BHQ-1. The PCR thermal conditions were as follows: 3 min at 60&#x00B0;C followed by 40 cycles of 15 s at 95&#x00B0;C and 35 s at 60&#x00B0;C.</p>
</sec>
<sec id="S2.SS6">
<title>Quantification of Bacterial Growth Inhibition by qPCR</title>
<p>Bacterial quantification by qPCR was determined using the Ct value, which was extracted by the 7,500 real-time PCR system Sequence Detection Software (version 1.4). The relative difference in bacterial growth between an untreated control and an antibiotic-treated sample (designated FC) was calculated by the formula FC = 2<sup>&#x2013;&#x0394;Ct</sup>, where &#x0394;Ct is the difference between the Ct of sampled bacteria compared to the Ct of the untreated control sample. A 10-fold change between the antibiotic-treated and untreated samples is reflected by &#x0394;Ct = 3.3 (log<sub>2</sub>10) in an efficient PCR; thus, the MIC was defined as the lowest antibiotic concentration that reduced growth to &#x0394;Ct &#x2265; 3.3, which correlated with the lack of visible growth by the standard AST.</p>
</sec>
<sec id="S2.SS7">
<title>MIC Determination by Broth Microdilution</title>
<p>Standard broth microdilution was performed according to the CLSI guidelines (<xref ref-type="bibr" rid="B7">Clinical and Laboratory Standards Institute, 2010</xref>) in CAMHB for <italic>B. anthracis</italic> and <italic>Y. pestis</italic>, and HLMHI for <italic>F. tularensis</italic>. An inoculum of 5 &#x00D7; 10<sup>5</sup> to 1 &#x00D7; 10<sup>6</sup> cfu/ml suspended in CAMHB for <italic>B. anthracis</italic> and <italic>Y. pestis</italic>, and 2 &#x00D7; 10<sup>6</sup> cfu/ml for <italic>F. tularensis</italic> were added at a 1:1 volumetric ratio to a 96-well plate (TPP, Cat# 92696) containing duplicates of twofold serial dilutions of doxycycline (Sigma D9891) or ciprofloxacin (ciproxin 200, Bayer) in CAMHB or HLMHI at a final volume of 0.1 ml. Bacteria grown in CAMHB or HLMHI without the addition of doxycycline or ciprofloxacin served as growth controls in each assay. The 96-well plate was incubated at 37&#x00B0;C for 20 h for <italic>B. anthracis</italic>, 28&#x00B0;C for 24 h for <italic>Y. pestis</italic>, and 37&#x00B0;C for 48 h for <italic>F. tularensis</italic> in an Infinite 200 plate reader (TECAN), and growth was monitored by measuring the optical density at 630 nm (OD<sub>630</sub>) at 1-h intervals. A 28&#x00B0;C incubation temperature for <italic>Y. pestis</italic> was used because it better supported bacterial growth without affecting the MIC (<xref ref-type="bibr" rid="B11">Frean et al., 2003</xref>; <xref ref-type="bibr" rid="B17">Hernandez et al., 2003</xref>; <xref ref-type="bibr" rid="B16">Heine et al., 2015</xref>), which led to shorter AST durations and easier MIC determination. The MIC values were defined as the lowest doxycycline and ciprofloxacin concentrations that reduced growth to less than 10% of the OD<sub>630</sub> measured for the growth control. No growth was verified by visual inspection.</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>MIC Determination by MAPt to Blood Cultures and Whole Blood Samples Inoculated With <italic>Francisella tularensis</italic></title>
<p>Of the three Tier-1 agents, <italic>F. tularensis</italic> is the most challenging to determine antibiotic susceptibility in terms of time. By the standard AST method, at least 5 days are required to determine antibiotic susceptibility. Dependent on the initial bacterial concentration, 1&#x2013;4 days are required for a blood culture to flag positive (<xref ref-type="bibr" rid="B22">Shifman et al., 2021</xref>), 2 days are required for isolation, and 2 days are required for the standard microdilution test. To examine the applicability of MAPt, several concentrations of <italic>F. tularensis</italic> were inoculated into human blood cultures and allowed to grow for various lengths of time, yielding a range of concentrations of <italic>F. tularensis</italic> blood cultures. Similarly, whole blood samples inoculated with various <italic>F. tularensis</italic> concentrations were grown for 2 h. All samples were applied to MAPt plates containing ciprofloxacin, doxycycline, or gentamicin, antibiotics that are recommended treatments for <italic>F. tularensis</italic> (<xref ref-type="bibr" rid="B6">CDC, 2018</xref>), followed by incubation for 14 h at 37&#x00B0;C and qPCR to determine growth in the presence of the tested antibiotics. MIC values obtained by MAPt within 16 h, for all bacterial concentration tested, are presented in <xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>, and agree with those obtained by the standard microdilution test (ciprofloxacin 0.008&#x2013;0.016 &#x03BC;g/ml, doxycycline 0.125&#x2013;0.25 &#x03BC;g/ml, and gentamicin 0.032&#x2013;0.06 &#x03BC;g/ml), which requires a defined bacterial concentration of 2 &#x00D7; 10<sup>6</sup> cfu/ml. Graphic representations of the &#x0394;CT results, for representative blood cultures and whole blood samples, for all three tested antibiotics, are depicted in <xref ref-type="fig" rid="F1">Figure 1</xref>, showing the 10-fold change between the antibiotic-treated and the untreated sample as reflected by &#x0394;Ct = 3.3 (log<sub>2</sub>10).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>MIC values for ciprofloxacin and doxycycline obtained by MAPt of blood cultures and whole blood samples inoculated with <italic>F. tularensis</italic>.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>Sample (cfu/ml)</bold></td>
<td valign="top" align="center" colspan="2"><bold>MIC (&#x03BC;g/ml) by MAPt&#x002A;</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><bold>Ciprofloxacin</bold></td>
<td valign="top" align="center"><bold>Doxycycline</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="3"><bold>Blood cultures</bold></td>
</tr>
<tr>
<td valign="top" align="left">4.5 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">5.7 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">1.5 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">1.8 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">2.4 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">1.4 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Whole blood</bold></td>
</tr>
<tr>
<td valign="top" align="left">5 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.125</td>
</tr>
<tr>
<td valign="top" align="left">6.3 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.25</td>
</tr>
<tr>
<td valign="top" align="left">4.3 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.25</td>
</tr>
<tr>
<td valign="top" align="left">2 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.25</td>
</tr>
<tr>
<td valign="top" align="left">7 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.25</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>MIC by standard AST&#x002A;&#x002A;</bold></td>
</tr>
<tr>
<td valign="top" align="left">2 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.008&#x2013;0.016</td>
<td valign="top" align="center">0.125&#x2013;0.25</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Duration of the test: &#x002A;MAPt: 16 h. &#x002A;&#x002A;Standard test: 4&#x2013;5 days.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>MIC values for gentamicin obtained by MAPt of blood cultures and whole blood samples inoculated with <italic>F. tularensis</italic>.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>Sample (cfu/ml)</bold></td>
<td valign="top" align="center"><bold>MIC (&#x03BC;g/ml) by MAPt&#x002A;</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><bold>Gentamicin</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2"><bold>Blood cultures</bold></td>
</tr>
<tr>
<td valign="top" align="left">1.7 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">4.4 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">1.3 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">1.5 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">1.2 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">1.7 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">10<sup>6</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">1.1 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>Whole blood</bold></td>
</tr>
<tr>
<td valign="top" align="left">4 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">5.5 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">4.1 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.03</td>
</tr>
<tr>
<td valign="top" align="left">2.5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">4.6 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">2.6 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">3.9 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">1.2 &#x00D7; 10<sup>7</sup></td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>MIC by standard AST&#x002A;&#x002A;</bold></td>
</tr>
<tr>
<td valign="top" align="left">2 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.032&#x2013;0.06</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Duration of the test: &#x002A;MAPt: 16 h. &#x002A;&#x002A;Standard test: 4&#x2013;5 days.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>MIC determination of blood cultures and whole blood samples spiked with <italic>F. tularensis</italic>. Human blood cultures <bold>(A&#x2013;C)</bold> and human whole blood samples <bold>(D&#x2013;F)</bold> inoculated with different concentrations of <italic>F. tularensis</italic> (cfu/ml) were subjected to AST for ciprofloxacin, doxycycline, and gentamicin by the MAPt analysis. MICs were determined, as described in the <italic>Materials and Methods</italic> section, by the threshold &#x0394;CT = 3.3.</p></caption>
<graphic xlink:href="fmicb-12-664041-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS2">
<title>MIC Determination by MAPt to Blood Cultures and Whole Blood Samples Inoculated With <italic>Yersinia pestis</italic></title>
<p>Of the three Tier-1 agents, <italic>Y. pestis</italic> is clinically the most challenging one as <italic>in vitro</italic>, its growth rates are slow, but <italic>in vivo</italic>, the bacteria proliferate quickly, leading to severe disease and death within 24 h following symptom onset (<xref ref-type="bibr" rid="B19">Inglesby et al., 2000</xref>), at times before AST results can be obtained. Hence, the ability to determine antibiotic susceptibility before deterioration bears clinical value. Similar to the method described for <italic>F. tularensis</italic>, different concentrations of <italic>Y. pestis</italic> were inoculated into human blood cultures and whole blood samples and allowed to grow for various lengths of time, yielding a range of bacterial concentrations in the samples. The samples were then applied to MAPt plates, incubated for 12 h at 28&#x00B0;C and subjected to qPCR to determine growth in the presence of the tested antibiotics. <xref ref-type="table" rid="T3">Tables 3</xref>, <xref ref-type="table" rid="T4">4</xref> summarize the results obtained by MAPt, showing suitable MIC values compared to the standard microdilution test (ciprofloxacin 0.008&#x2013;0.032 &#x03BC;g/ml, doxycycline 0.5&#x2013;1 &#x03BC;g/ml, and gentamicin 0.25&#x2013;1 &#x03BC;g/ml), which requires a defined bacterial concentration and an overall time of 2&#x2013;3 days. Graphic representations of the &#x0394;CT results for blood cultures and whole blood are illustrated in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>MIC values obtained by MAPt of blood cultures and whole blood samples inoculated with <italic>Y. pestis</italic>.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>Sample (cfu/ml)</bold></td>
<td valign="top" align="center" colspan="2"><bold>MIC (&#x03BC;g/ml) by MAPt&#x002A;</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><bold>Ciprofloxacin</bold></td>
<td valign="top" align="center"><bold>Doxycycline</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="3"><bold>Blood cultures</bold></td>
</tr>
<tr>
<td valign="top" align="left">4 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.032</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">9.6 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">4 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">4 &#x00D7; 10<sup>7</sup></td>
<td valign="top" align="center">0.032</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Whole blood</bold></td>
</tr>
<tr>
<td valign="top" align="left">4 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">1.6 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">3 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">1.4 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">5.2 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">1.3 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">1.4 &#x00D7; 10<sup>8</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>MIC by standard AST&#x002A;&#x002A;</bold></td>
</tr>
<tr>
<td valign="top" align="left">5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.008&#x2013;0.032</td>
<td valign="top" align="center">0.5&#x2013;1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Duration of the test: &#x002A;MAPt: 12 h. &#x002A;&#x002A;Standard test: 2&#x2013;3 days.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>MIC values for gentamicin obtained by MAPt of blood cultures and whole blood samples inoculated with <italic>Y. pestis</italic>.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>Sample (cfu/ml)</bold></td>
<td valign="top" align="center"><bold>MIC (&#x03BC;g/ml) by MAPt&#x002A;</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><bold>Gentamicin</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2"><bold>Blood cultures</bold></td>
</tr>
<tr>
<td valign="top" align="left">10<sup>4</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">2.5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">2.7 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">2.2 &#x00D7; 10<sup>7</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>Whole blood</bold></td>
</tr>
<tr>
<td valign="top" align="left">1.7 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">1</td>
</tr>
<tr>
<td valign="top" align="left">2.4 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">9.6 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">1.4 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">5.3 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">1.6 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">8 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">1.4 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>MIC by standard AST&#x002A;&#x002A;</bold></td>
</tr>
<tr>
<td valign="top" align="left">5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.25&#x2013;1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Duration of the test: &#x002A;MAPt: 12 h. &#x002A;&#x002A;Standard test: 2&#x2013;3 days.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>MIC determination of blood cultures and whole blood samples spiked with <italic>Y. pestis</italic>. Human blood cultures <bold>(A&#x2013;C)</bold> and human whole blood samples <bold>(D&#x2013;F)</bold> inoculated with different concentrations of <italic>Y. pestis</italic> (cfu/ml) were subjected to AST for ciprofloxacin, doxycycline, and gentamicin by the MAPt analysis. MICs were determined, as described in the <italic>Materials and Methods</italic> section, by the threshold &#x0394;CT = 3.3.</p></caption>
<graphic xlink:href="fmicb-12-664041-g002.tif"/>
</fig>
</sec>
<sec id="S3.SS3">
<title>MIC Determination by MAPt to Whole Blood Samples Inoculated With <italic>Bacillus anthracis</italic></title>
<p><italic>Bacillus anthracis</italic> is a fast-growing bacterium, and thus, a method that will allow MIC determination directly from patients&#x2019; blood is beneficial. A range of <italic>B. anthracis</italic> concentrations were inoculated into human whole blood, which was shaken at 37&#x00B0;C for 1&#x2013;2 h, yielding a range of bacterial concentrations. The samples were applied to MAPt evaluation. MIC values obtained by MAPt after 7 h of incubation are presented in <xref ref-type="table" rid="T5">Table 5</xref> and agree with the MIC values obtained by the standard AST within 2 days (ciprofloxacin 0.008&#x2013;0.032 &#x03BC;g/ml and doxycycline 0.008&#x2013;0.032 &#x03BC;g/ml). Graphic representations of the &#x0394;CT results for whole blood are illustrated in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<table-wrap position="float" id="T5">
<label>TABLE 5</label>
<caption><p>MIC values obtained by MAPt of whole blood samples inoculated with <italic>B. anthracis</italic>.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>Sample (cfu/ml)</bold></td>
<td valign="top" align="center" colspan="2"><bold>MIC (&#x03BC;g/ml) by MAPt&#x002A;</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><bold>Ciprofloxacin</bold></td>
<td valign="top" align="center"><bold>Doxycycline</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">2.4 &#x00D7; 10<sup>2</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.016</td>
</tr>
<tr>
<td valign="top" align="left">3.7 &#x00D7; 10<sup>2</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.016</td>
</tr>
<tr>
<td valign="top" align="left">6 &#x00D7; 10<sup>2</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.032</td>
</tr>
<tr>
<td valign="top" align="left">3.7 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.032</td>
</tr>
<tr>
<td valign="top" align="left">4.7 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.032</td>
</tr>
<tr>
<td valign="top" align="left">6 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.032</td>
</tr>
<tr>
<td valign="top" align="left">9 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.032</td>
</tr>
<tr>
<td valign="top" align="left">10<sup>5</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.032</td>
</tr>
<tr>
<td valign="top" align="left">5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.032</td>
</tr>
<tr>
<td valign="top" align="left">10<sup>6</sup></td>
<td valign="top" align="center">0.008</td>
<td valign="top" align="center">0.032</td>
</tr>
<tr>
<td valign="top" align="left">3 &#x00D7; 10<sup>7</sup></td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">0.032</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>MIC by standard AST&#x002A;&#x002A;</bold></td>
</tr>
<tr>
<td valign="top" align="left">5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">0.008&#x2013;0.032</td>
<td valign="top" align="center">0.008&#x2013;0.032</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Duration of the test: &#x002A;MAPt: 7 h. &#x002A;&#x002A;Standard test: 2 days.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>MIC determination of whole blood samples spiked with <italic>B. anthracis</italic>. Human whole blood samples inoculated with different concentrations of <italic>B. anthracis</italic> (cfu/ml) were subjected to AST for ciprofloxacin <bold>(A)</bold> and doxycycline <bold>(B)</bold> by the MAPt analysis. MICs were determined, as described in the <italic>Materials and Methods</italic> section, by the threshold &#x0394;CT = 3.3.</p></caption>
<graphic xlink:href="fmicb-12-664041-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>Resistant Ciprofloxacin and Doxycycline Strains of <italic>Yersinia pestis</italic> Are Detected by MAPt</title>
<p>For the proof of concept that MAPt will detect a shift in MIC values as well as a shift in susceptibility categories, we applied MAPt on non-virulent <italic>Y. pestis</italic> derivatives with shifted ciprofloxacin (<xref ref-type="bibr" rid="B25">Steinberger-Levy et al., 2016</xref>) and doxycycline (<xref ref-type="bibr" rid="B23">Shifman et al., 2019</xref>) MIC values and categories. The same methodology was applied to the resistant strains as to the WT <italic>Y. pestis</italic> strain with extension to antibiotic concentrations that will include the expected elevated MIC values of the resistant derivatives. As can be seen in <xref ref-type="table" rid="T6">Table 6</xref> and <xref ref-type="fig" rid="F4">Figure 4</xref>, MAPt can detect elevated MIC values for doxycycline, at various bacterial concentrations, both in blood cultures as well as in whole blood samples, inoculated with a <italic>Y. pestis</italic> derivative with doxycycline-reduced susceptibility. The MIC values obtained were 8&#x2013;16 &#x03BC;g/ml and were in agreement with the ones detected for this antibiotic-resistant derivative by the standard test; however, the duration of the MAPt was substantially shorter. Importantly, the doxycycline susceptibility breakpoint categories (S&#x2014;susceptible &#x2264; 4 &#x03BC;g/ml, I&#x2014;intermediate = 8 &#x03BC;g/ml, and R&#x2014;resistant &#x2265; 16 &#x03BC;g/ml) (<xref ref-type="bibr" rid="B8">Clinical and Laboratory Standards Institute, 2015</xref>) were rapidly determined by MAPt. Indeed, the MIC values obtained for the doxycycline derivative alert that doxycycline is not the proper treatment in case of infection with these bacteria.</p>
<table-wrap position="float" id="T6">
<label>TABLE 6</label>
<caption><p>MIC values for doxycycline obtained by MAPt of blood cultures and whole blood samples inoculated with <italic>Y. pestis</italic> derivatives with reduced susceptibility to doxycycline.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>Sample (cfu/ml)</bold></td>
<td valign="top" align="center"><bold>MIC (&#x03BC;g/ml) by MAPt&#x002A;</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><bold>Doxycycline</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2"><bold>Blood cultures</bold></td>
</tr>
<tr>
<td valign="top" align="left">1.8 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">2.2 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">10<sup>4</sup></td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">2.2 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">1.3 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">2.5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">1.5 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left">1.9 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">16</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>Whole blood</bold></td>
</tr>
<tr>
<td valign="top" align="left">10<sup>3</sup></td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">1.7 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">8 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">1.2 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">9.3 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">1.3 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">8.6 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left">1.2 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">8</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>MIC by standard AST&#x002A;&#x002A;</bold></td>
</tr>
<tr>
<td valign="top" align="left">5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">16&#x2013;32</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Duration of the test: &#x002A;MAPt: 13 h. &#x002A;&#x002A;Standard test: 2&#x2013;3 days.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>MIC determination of blood cultures and whole blood samples inoculated with <italic>Y. pestis</italic> derivatives with reduced susceptibility to doxycycline and ciprofloxacin. Human blood cultures <bold>(A,C)</bold> and whole blood samples <bold>(B,D)</bold>, inoculated with different concentrations of <italic>Y. pestis</italic> derivatives (cfu/ml) with reduced susceptibility to doxycycline <bold>(A,B)</bold> and ciprofloxacin <bold>(C,D)</bold>, were subjected to AST for ciprofloxacin and doxycycline, by the MAPt analysis. MICs were determined, as described in the <italic>Materials and Methods</italic> section, by the threshold &#x0394;CT = 3.3.</p></caption>
<graphic xlink:href="fmicb-12-664041-g004.tif"/>
</fig>
<p>Similarly, MAPt detected elevated MIC values for ciprofloxacin (<xref ref-type="table" rid="T7">Table 7</xref> and <xref ref-type="fig" rid="F4">Figure 4</xref>), at various bacterial concentrations, both in blood cultures and in whole blood samples, inoculated with a <italic>Y. pestis</italic> derivative with ciprofloxacin-reduced susceptibility. The MIC value (4 &#x03BC;g/ml) was in agreement with the ones detected for this antibiotic resistant derivative by the standard test, and define the tested derivative as a non-sensitive bacteria (non-sensitive MIC &#x003E; 0.25 &#x03BC;g/ml) (<xref ref-type="bibr" rid="B8">Clinical and Laboratory Standards Institute, 2015</xref>).</p>
<table-wrap position="float" id="T7">
<label>TABLE 7</label>
<caption><p>MIC values for doxycycline obtained by MAPt of blood cultures and whole blood samples inoculated with <italic>Y. pestis</italic> derivatives with reduced susceptibility to ciprofloxacin.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>Sample (cfu/ml)</bold></td>
<td valign="top" align="center"><bold>MIC (&#x03BC;g/ml) by MAPt&#x002A;</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><bold>Ciprofloxacin</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="2"><bold>Blood cultures</bold></td>
</tr>
<tr>
<td valign="top" align="left">1.4 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">1.9 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">9.6 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">1.2 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">1.2 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">1.7 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">1.2 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">1.9 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>Whole blood</bold></td>
</tr>
<tr>
<td valign="top" align="left">1.7 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">2 &#x00D7; 103</td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">8.6 &#x00D7; 10<sup>3</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">1.4 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">9.3 &#x00D7; 10<sup>4</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">1.7 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">9.6 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left">1.9 &#x00D7; 10<sup>6</sup></td>
<td valign="top" align="center">4</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2"><bold>MIC by standard AST&#x002A;&#x002A;</bold></td>
</tr>
<tr>
<td valign="top" align="left">5 &#x00D7; 10<sup>5</sup></td>
<td valign="top" align="center">2&#x2013;4</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Duration of the test: &#x002A;MAPt: 13 h. &#x002A;&#x002A;Standard test: 2&#x2013;3 days.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>The ability to detect resistant bacteria within a relevant clinical time frame may be a matter of life and death especially in a <italic>Y. pestis</italic> infection where the <italic>in vivo</italic> growth rate of the bacteria is fast compared to the slow growth rate <italic>in vitro</italic> as reflected in the test duration of the standard AST.</p>
</sec>
</sec>
<sec id="S4">
<title>Discussion</title>
<p>A critical barrier to handling BSI and antibiotic resistance is the lack of rapid diagnostics. Consequently, there is improper use of broad first-line antibiotics or a long delay in determining an appropriate antibiotic treatment (<xref ref-type="bibr" rid="B20">Inoue, 2019</xref>). The classical gold-standard bacterial antibiotic susceptibility testing, using either a broth microdilution or a disk diffusion assay, requires at least 1 day. Moreover, due to the prior need for an enrichment step in blood culture, following isolation/purification and quantification steps by agar platting, the time to answer can exceed a few days. Ongoing efforts are made to develop improved selective media to advance this path (<xref ref-type="bibr" rid="B1">Aftalion et al., 2021</xref>).</p>
<p>Novel rapid methods developed in recent years based on imaging, such as FDA-approved Accelerate Pheno<sup>TM</sup> (<xref ref-type="bibr" rid="B18">Humphries and Di Martino, 2019</xref>), microfluidic cultures, or molecular assays that target resistance genes or proteins (<xref ref-type="bibr" rid="B29">van Belkum et al., 2020</xref>), may provide shorter ASTs; however, these novel ASTs cannot be directly applied to whole blood and still require enrichment and isolation steps, maintaining the overall prolonged time to result. Moreover, the presence or absence of a resistance gene does not always correlate with phenotypic resistance or susceptibility (<xref ref-type="bibr" rid="B24">Spencer et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Urmi et al., 2020</xref>). Efforts to reduce the time of bacteria isolation from blood cultures by plasma purification and immunomagnetic separation, leading to accelerate antibiotic susceptibility determination, have also been reported (<xref ref-type="bibr" rid="B2">Aloni-Grinstein et al., 2017</xref>).</p>
<p>MAPt is a rapid and simple AST that circumvents the prerequisite of blood culturing, isolation/purification, and quantification steps demanded by other approaches. The assay is based on direct growth of the bacteria on solid agar embedded with different concentrations of the tested antibiotic. Rapid bacterial growth monitoring, dramatically reducing the time to answer, is achieved by qPCR using specific primers that override potential contaminations that may accompany blood sampling. The use of agar medium, which better supports the growth of bacteria at low concentrations, together with the use of qPCR, which provides sensitivity, allows quantification of relatively low amounts of bacteria (&#x223C;5 &#x00D7; 10<sup>2</sup> cfu/ml). As such, MAPt can be performed directly from blood samples or in cases where less than few hundreds of bacteria are present in 1 ml of blood, after a very short incubation of the blood cultures, allowing time to answer within clinically relevant time frames. Moreover, special attention is needed for Tier-1 bioterror pathogens as beyond prompt treatment of infected patients, and authorities should offer prophylactic management to potentially infected civilians.</p>
<p>Minimal inhibitory concentration values for fast-growing bacteria, such as <italic>B. anthracis</italic>, can be obtained within a few hours (7 h for <italic>B. anthracis</italic>) instead of 1 to 2 days, and for slow-growing bacteria, such as <italic>F. tularensis</italic>, within 16 h, compared to 3&#x2013;5 days by other means. A challenging clinical situation may occur with <italic>in vivo</italic> fast-growing but <italic>in vitro</italic> slow-growing bacteria such as <italic>Y. pestis</italic>. On one hand, as an <italic>in vivo</italic> fast-growing bacteria, infection with <italic>Y. pestis</italic> may cause deterioration in the patient&#x2019;s wellbeing within 24 h post symptoms&#x2019; onset. However, <italic>Y. pestis</italic> is a slow-growing bacteria <italic>in vitro</italic>; thus, ASTs do not always meet clinical relevance. We show that MAPt can serve as an adequate AST and meet the timewise requirements for establishing targeted antibiotic treatment. <italic>Y. pestis</italic> derivatives, with reduced susceptibility to either ciprofloxacin or doxycycline, were detected within clinical relevance.</p>
<p>In conclusion, MAPt is a novel and rapid AST that can be applied directly to bacteria-infected whole blood samples, with no need for prior procedures such as enrichment in blood cultures, isolation/purification, and quantification steps, thus offering a significantly shorter time-to-answer option with clinical relevance.</p>
</sec>
<sec id="S5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>RA-G, OS, and SR conceived the study. RA-G and SR wrote the manuscript. All authors contributed to the experiments and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>Patent application (IL270342) for the described antibiotic susceptibility test (MAPt) was filed by the Israel Institute for Biological Research. The authors declare that the research was conducted in the absence of any commercial or financial relationship that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This study was supported by the Israeli Institute of Biology Research, Ness-Ziona, Israel.</p>
</fn>
</fn-group>
<ack>
<p>We would like to thank Moshe Manzor for technical assistance.</p>
</ack>
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