<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d1 20130915//EN" "http://jats.nlm.nih.gov/publishing/1.1d1/JATS-journalpublishing1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">AJLM</journal-id>
<journal-title-group>
<journal-title>African Journal of Laboratory Medicine</journal-title>
</journal-title-group>
<issn pub-type="ppub">2225-2002</issn>
<issn pub-type="epub">2225-2010</issn>
<publisher>
<publisher-name>AOSIS</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">AJLM-12-2104</article-id>
<article-id pub-id-type="doi">10.4102/ajlm.v12i1.2104</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Use of full blood count parameters and haematology cell ratios in screening for sepsis in South Africa</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5455-7969</contrib-id>
<name>
<surname>van Rensburg</surname>
<given-names>Jason</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2960-7327</contrib-id>
<name>
<surname>Davids</surname>
<given-names>Saarah</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
</contrib>
<contrib contrib-type="author">
<contrib-id contrib-id-type="orcid">http://orcid.org/0000-0001-9557-0775</contrib-id>
<name>
<surname>Smuts</surname>
<given-names>Carine</given-names>
</name>
<xref ref-type="aff" rid="AF0001">1</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2726-8114</contrib-id>
<name>
<surname>Davison</surname>
<given-names>Glenda M.</given-names>
</name>
<xref ref-type="aff" rid="AF0002">2</xref>
<xref ref-type="aff" rid="AF0003">3</xref>
</contrib>
<aff id="AF0001"><label>1</label>Department of Biomedical Sciences, Faculty of Health and Wellness, Cape Peninsula University of Technology, Cape Town, South Africa</aff>
<aff id="AF0002"><label>2</label>South African Medical Research Council/Cape Peninsula University of Technology Cardiometabolic Health Research Unit and Biomedical Sciences, Faculty of Health and Wellness, Cape Peninsula University of Technology, Cape Town, South Africa</aff>
<aff id="AF0003"><label>3</label>Division of Haematology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa</aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><bold>Corresponding author:</bold> Glenda Davison, <email xlink:href="davisong@cput.ac.za">davisong@cput.ac.za</email></corresp>
</author-notes>
<pub-date pub-type="epub"><day>11</day><month>04</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2023</year></pub-date>
<volume>12</volume>
<issue>1</issue>
<elocation-id>2104</elocation-id>
<history>
<date date-type="received"><day>21</day><month>10</month><year>2022</year></date>
<date date-type="accepted"><day>31</day><month>01</month><year>2023</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023. The Authors</copyright-statement>
<copyright-year>2023</copyright-year>
<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>Licensee: AOSIS. This work is licensed under the Creative Commons Attribution License.</license-p>
</license>
</permissions>
<abstract>
<sec id="st1">
<title>Background</title>
<p>Sepsis is characterised by multi-organ failure due to an uncontrolled immune response to infection. Sepsis prevalence is increased in developing countries and requires prompt diagnosis and treatment. Reports, although controversial, suggest that full blood count parameters and cell ratios could assist in the early screening for sepsis.</p>
</sec>
<sec id="st2">
<title>Objective</title>
<p>The study evaluated the use of haematological cell ratios in screening for sepsis in a South African population.</p>
</sec>
<sec id="st3">
<title>Methods</title>
<p>The study retrospectively analysed the complete blood counts, blood cultures (BC) and biochemical test results of 125 adult patients who presented between January 2021 and July 2021 at a hospital in Cape Town. An ISO15189-accredited laboratory performed all of the tests. We compared and correlated the automated differential counts, neutrophil, monocyte and platelet-to-lymphocyte ratios with procalcitonin levels. A <italic>p</italic>-value of &#x003C; 0.05 was considered significant.</p>
</sec>
<sec id="st4">
<title>Results</title>
<p>Sixty-two sepsis patients (procalcitonin &#x003E; 2 ng/L and positive BC) were identified and compared to 63 non-sepsis controls. All cell ratios were significantly elevated in sepsis patients (<italic>p</italic> &#x003C; 0.001). However, the two groups had no significant difference in absolute monocyte counts (<italic>p</italic> = 0.377). In addition, no correlation was detected between any cell ratios and procalcitonin.</p>
</sec>
<sec id="st5">
<title>Conclusion</title>
<p>In combination with complete blood count parameters, haematology cell ratios can be used for early sepsis detection. The full blood count is widely available, inexpensive, and routinely requested by emergency care clinicians. Although procalcitonin and BC remain the gold standard, the calculation of cell ratios could provide a simple screening tool for the early detection of sepsis.</p>
</sec>
<sec id="st6">
<title>What this study adds</title>
<p>This study adds evidence to the proposal that calculating haematological cell ratios assists in the early screening of sepsis in a South African setting.</p>
</sec>
</abstract>
<kwd-group>
<kwd>sepsis</kwd>
<kwd>full blood count</kwd>
<kwd>neutrophil-to-lymphocyte ratio</kwd>
<kwd>monocyte to lymphocyte ratio</kwd>
<kwd>platelet-to-lymphocyte ratio</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s0001">
<title>Introduction</title>
<p>Sepsis is a life-threatening condition characterised by multiple organ system failures due to a dysregulated immune response manifesting secondary to a bacterial or fungal infection.<sup><xref ref-type="bibr" rid="CIT0001">1</xref></sup> Due to differing definitions of sepsis, global prevalence figures remain unclear; however, a minimum of 49 million sepsis cases are estimated to occur annually, with up to 11 million mortality.<sup><xref ref-type="bibr" rid="CIT0002">2</xref></sup> Sepsis prevalence is high in low- and middle-income countries due to high poverty levels and lack of healthcare resources. Immunocompromised individuals, the elderly and neonates are most at risk.<sup><xref ref-type="bibr" rid="CIT0003">3</xref></sup> Sepsis is a medical emergency that requires prompt treatment to achieve a favourable clinical outcome.</p>
<p>Clinical symptoms are often non-specific making diagnosis difficult, variable and unclear. The diagnosis is predominantly based on the sequential organ failure assessment score, which measures the functional status of the respiratory, haemostatic, hepatic, renal, cardiovascular and nervous systems.<sup><xref ref-type="bibr" rid="CIT0004">4</xref>,<xref ref-type="bibr" rid="CIT0005">5</xref></sup> The sequential organ failure assessment score is not specific to sepsis; thus, biological markers such as blood cultures (BC), procalcitonin, and C-reactive protein have been adopted in clinical practice.<sup><xref ref-type="bibr" rid="CIT0006">6</xref></sup> These biomarkers, although important, have limitations.</p>
<p>Procalcitonin is a precursor molecule to the thyroid hormone calcitonin and is undetectable in the serum of healthy individuals. Procalcitonin levels correlate with sepsis severity, with serum concentrations between 0.5 ng/L and 2.0 ng/L indicative of bacterial infection and those &#x003E; 2.0 ng/L indicative of sepsis.<sup><xref ref-type="bibr" rid="CIT0007">7</xref>,<xref ref-type="bibr" rid="CIT0008">8</xref></sup> Although highly specific, procalcitonin assays may not be widely available, have a longer turnaround time than a complete blood count and require specialised instrumentation and costly reagents. Additionally, procalcitonin may be falsely elevated in conditions such as renal impairment, congestive heart disease, burn wounds, malignancies and acute pancreatitis, and all common sepsis complications.<sup><xref ref-type="bibr" rid="CIT0009">9</xref></sup></p>
<p>C-reactive protein is an acute-phase protein synthesised by the liver in response to inflammation, making it an early and sensitive marker of sepsis.<sup><xref ref-type="bibr" rid="CIT0010">10</xref></sup> C-reactive protein is elevated in infection, injury or chronic disease inflammations. Thus, it is not specific, limiting its use as a marker of sepsis.<sup><xref ref-type="bibr" rid="CIT0011">11</xref></sup></p>
<p>On the other hand, BC is a specialised investigation that can detect microorganism growth in a patient&#x2019;s blood. It uses an enriched growth medium to support microbial growth and a colourimetric detection system to detect carbon dioxide produced by the growing blood pathogens.<sup><xref ref-type="bibr" rid="CIT0012">12</xref></sup> Any growth within the media indicates sepsis; thus, BCs are considered the gold standard of sepsis diagnosis. However, this test has limitations, including sample contamination due to non-sterile collection. Also, antibiotics use before sampling may cause false results. In addition, although clinicians get results within 24 h, slow-growing organisms can take 5 days or longer to grow, which is unsuitable for early diagnosis.<sup><xref ref-type="bibr" rid="CIT0013">13</xref></sup></p>
<p>Therefore, although these biomarkers and culture techniques are helpful, the need for a quick, efficient and cost-effective method to screen for early sepsis is still relevant. Recent studies have reported using full blood count parameters and cell ratios to screen for sepsis.<sup><xref ref-type="bibr" rid="CIT0014">14</xref>,<xref ref-type="bibr" rid="CIT0015">15</xref></sup></p>
<p>It is generally accepted that an abnormal white cell count with an increase in immature granulocytes indicates sepsis and has been included as one of the four Systemic Inflammatory Response Syndrome criteria.<sup><xref ref-type="bibr" rid="CIT0016">16</xref></sup> Automated full blood and differential counts are essential in diagnosing sepsis and are often the first laboratory test to be requested. It has a fast turnaround time, is cost-effective and can potentially provide crucial information on peripheral blood cell populations if interpreted correctly. Bacterial sepsis is complex and results in the initiation of an acute inflammatory response with the release of cytokines, chemokines and alterations in the proportions and numbers of innate and adaptive immune cells. These changes can be detected by analysing the automated full blood count and differential results.<sup><xref ref-type="bibr" rid="CIT0017">17</xref></sup></p>
<p>Neutrophils, the most common peripheral leucocytes, form part of the innate immune response and are released by the bone marrow in response to several stimuli, including stress, smoking and inflammation.<sup><xref ref-type="bibr" rid="CIT0018">18</xref></sup> During sepsis or infection, they increase rapidly and can eliminate pathogens by phagocytosis and oxidative bursts. In severe cases, the neutrophil function can become dysregulated, leading to chronic inflammation.<sup><xref ref-type="bibr" rid="CIT0018">18</xref></sup> It is believed that after exposure to lipopolysaccharides, anti-apoptotic signals of the B-cell lymphoma 2 (BCL-2) family are upregulated, leading to neutrophils resisting apoptosis and increasing their lifespan.<sup><xref ref-type="bibr" rid="CIT0018">18</xref></sup></p>
<p>Although a disruption in neutrophil numbers can indicate infection, on their own they are not a reliable indicator of sepsis. In Africa, benign ethnic neutropenia, defined as a neutrophil count of &#x003C; 1.5 &#x00D7; 10<sup>9</sup>/L in normal healthy individuals, is common, and researchers have proposed that the reference interval for neutrophils in African populations is lower than in other population groups.<sup><xref ref-type="bibr" rid="CIT0019">19</xref>,<xref ref-type="bibr" rid="CIT0020">20</xref></sup> This African neutrophil reference interval is essential for benchmarking limits at which the white cell count and neutrophil count can screen sepsis in African populations.</p>
<p>On the other hand, lymphocytes make up 20&#x0025; &#x2013; 40&#x0025; of circulating blood cells and form part of the adaptive immune system. During sepsis, this cell population, unlike neutrophils, undergoes apoptosis leading to severe lymphopenia. Therefore, calculating the neutrophil-to-lymphocyte ratio (NLR) can be a far more valuable and reliable sepsis biomarker than the neutrophil count alone.<sup><xref ref-type="bibr" rid="CIT0021">21</xref>,<xref ref-type="bibr" rid="CIT0022">22</xref>,<xref ref-type="bibr" rid="CIT0023">23</xref>,<xref ref-type="bibr" rid="CIT0024">24</xref>,<xref ref-type="bibr" rid="CIT0025">25</xref></sup></p>
<p>Monocytes, also measured by an automated cell counter, are innate immune cells that function as phagocytes and initiate the adaptive immune response by presenting bacterial antigens to T-cells and secreting proinflammatory cytokines. Monocyte counts are known to climb rapidly during the early stages of infection; however, much like neutrophils they can become defective and undergo rapid apoptosis.<sup><xref ref-type="bibr" rid="CIT0026">26</xref>,<xref ref-type="bibr" rid="CIT0027">27</xref></sup> It has been suggested that the monocyte-to-lymphocyte ratio (MLR) could add valuable information to early sepsis screening.<sup><xref ref-type="bibr" rid="CIT0028">28</xref></sup> However, studies examining this parameter are scarce and conflicting.<sup><xref ref-type="bibr" rid="CIT0029">29</xref>,<xref ref-type="bibr" rid="CIT0030">30</xref></sup></p>
<p>Platelets, the smallest circulating blood cells, lack a nucleus and are usually released by the bone marrow in response to bleeding and endothelial injury. Platelets participate in haemostasis and the inflammatory response by secreting cytokines, recognising pathogen-associated molecular patterns and activating innate immune cells.<sup><xref ref-type="bibr" rid="CIT0031">31</xref></sup> Thus, their involvement in both processes makes them critical in sepsis. Thrombocytopaenia, defined by a platelet count of &#x003C; 150 &#x00D7; 10<sup>9</sup>/L, is common in sepsis and forms part of the sequential organ failure assessment score,<sup><xref ref-type="bibr" rid="CIT0004">4</xref></sup> which measures organ failure and forms part of the diagnostic criteria for sepsis. Furthermore, the prognostic value of a severely decreased platelet count (&#x003C; 50 &#x00D7; 10<sup>9</sup>/L) in septic patients has been demonstrated,<sup><xref ref-type="bibr" rid="CIT0032">32</xref></sup> while a study of 5537 patients with sepsis reported that patients with an elevated platelet-to-lymphocyte ratio (PLR) at diagnosis (&#x003E; 200) were associated with increased mortality.<sup><xref ref-type="bibr" rid="CIT0033">33</xref></sup></p>
<p>The calculation of the NLR, MLR and PLR are potential rapid screening tools to detect sepsis. Although studies have demonstrated the value of these ratios, reports have been variable and often unclear. Therefore, this study aimed to evaluate the utility of haematological cell ratios to detect Gram-negative bacterial sepsis in patients presenting to a hospital in Cape Town, South Africa, and to correlate the values with serum procalcitonin levels.</p>
</sec>
<sec id="s0002">
<title>Methods</title>
<sec id="s20003">
<title>Ethical considerations</title>
<p>This study was retrospective and thus no additional testing was conducted on participants. Participant consent was waived and ethical clearance was granted by the Cape Peninsula University of Technology&#x2019;s Ethics Committee (clearance number: CPUT/BMS-EC 2021/E32). Permission to use the laboratory&#x2019;s patient records was obtained from the laboratory. All patient records were handled according to the Declaration of Helsinki and confidentiality was maintained by removing all patient identifiers. Data were stored on a password-protected computer which was only accessible to the primary investigator.</p>
</sec>
<sec id="s20004">
<title>Study design</title>
<p>This retrospective study analysed 125 adult patients (all &#x003E; 18 years of age) with complete blood count parameters. The tests were conducted between January 2021 and July 2021 at an ISO15189-accredited laboratory in Cape Town, South Africa. Based on procalcitonin levels (&#x003E; 2 ng/L) and BC results (positive with confirmed Gram-negative bacillary growth), participants were divided into two groups comprising those with confirmed sepsis (<italic>n</italic> = 62) and a control group (<italic>n</italic> = 63) which comprised hospitalised patients who had no clinical or laboratory evidence of sepsis. The haematological cell ratios and full blood count parameters were then compared and correlated using statistical tests.</p>
</sec>
<sec id="s20005">
<title>Full blood count and haematological cell ratios</title>
<p>Peripheral blood was collected into vacutainer tubes containing ethylenediaminetetraacetic acid. Automated full blood and white cell differential counts were performed by flow cytometric analysis on the Sysmex XN series automated analyser (Sysmex Corporation, Kobe, Hyogo, Japan). The NLR and MLR were calculated by dividing the relevant absolute cell line count by the absolute lymphocyte counts, whereas the PLR was calculated by dividing the total platelet count by the absolute lymphocyte count.</p>
</sec>
<sec id="s20006">
<title>Biochemical tests</title>
<p>Peripheral blood was collected into a serum separating tube and centrifuged at 4000 revolutions per minute for 5 to 10 min to remove the serum. Procalcitonin values were then generated using the chemiluminescent microparticle immunoassay principle and processed on the Abbott Alinity CI and Architect CI analysers (Abbott Laboratories, Chicago, Illinois, United States). C-reactive protein results were generated by immunoturbidimetry chemistry assay (Abbott Laboratories, Chicago, Illinois, United States). A procalcitonin cut-off value of &#x003E; 2 ng/L was used to determine if a patient had sepsis.<sup><xref ref-type="bibr" rid="CIT0008">8</xref></sup></p>
</sec>
<sec id="s20007">
<title>Blood cultures</title>
<p>Blood culture samples were collected in duplicate for anaerobic and aerobic cultures. Cultures were incubated and monitored for growth for 7 days on the BioM&#x00E9;rieux BactAlert 3D system (BioM&#x00E9;rieux, Marcy-l&#x2019;Etoile, France). Cultures flagged for growth by the analyser were examined microscopically and subcultured on appropriate media based on organism morphology and Gram stain results. Culture plates were examined after 18 h to 24 h of incubation, and isolates were speciated by mass spectrometry using a BioM&#x00E9;rieux Vitek-MS&#x2019;s (BioM&#x00E9;rieux, Marcy-l&#x2019;Etoile, France) principle of Matrix-Assisted Laser Desorption Ionization Time-of-Flight. In cases where inadequate microbial material was available for mass spectroscopy, biochemical analysis and speciation were performed using the BioM&#x00E9;rieux Vitek 2 (BioM&#x00E9;rieux, Marcy-l&#x2019;Etoile, France). Only cultures with Gram-negative bacilli growth were considered for the sepsis group, as Gram-positive cocci are most likely to be pre-analytical contaminants.</p>
</sec>
<sec id="s20008">
<title>Data collection and statistical methods</title>
<p>All archived full blood counts, differential counts and blood chemistry data were collected from the laboratory&#x2019;s information system. Consecutive patients, &#x003E; 18 years of age, with a positive BC and a negative Gram stain, were included in the sepsis group, while the controls comprised hospitalised patients with no evidence of sepsis and negative BC. Results were collated on Microsoft Excel 2019 (Microsoft Corporation, Redmond, Washington, United States) and imported into jamovi version 2.3 (jamovi project, Sydney, Australia) for statistical analysis. Subjects were assigned unique identifiers, and only haematology, chemistry, culture results, age and gender data were collected to prevent bias and protect confidentiality. The normality of the data set was established by jamovi&#x2019;s frequency statistics, with the range of &#x2212;1 to 1 considered to be normally distributed. Skewed data were presented in quartiles, and significance was assessed using the Kruskal-Wallis&#x2019;s test.<sup><xref ref-type="bibr" rid="CIT0034">34</xref></sup> Normally distributed data were presented as standard deviations, and significance was determined using the one-way analysis of variance test with <italic>p</italic> &#x003C; 0.05 considered significant. Correlations between analytes were assessed by bivariate regression, and a <italic>p</italic>-value of &#x003C; 0.05 was considered significant. Receiver operating characteristic curves were constructed to evaluate cell ratios as possible diagnostic screening markers for sepsis.</p>
</sec>
</sec>
<sec id="s0009">
<title>Results</title>
<sec id="s20010">
<title>General characteristics</title>
<p>The study comprised 125 patients&#x2019; data. Patients were over 18 years; 62 had sepsis, while 63 had no sepsis (control group). The 62 sepsis patients had Gram-negative bacteria (<italic>Pseudomonas aeruginosa, Klebsiella pneumoniae, Escherichia coli</italic> and <italic>Serratia marcescens</italic>) isolated from their BC and had a procalcitonin value &#x003E; 2 ng/L. Of the 62 patients, 32 were male, and the group&#x2019;s median age was 65 (range: 30&#x2013;87). The results were compared to 63 controls over 18 years (19&#x2013;77) with no evidence of sepsis (<xref ref-type="table" rid="T0001">Table 1</xref>).</p>
<table-wrap id="T0001">
<label>TABLE 1</label>
<caption><p>Demographic data of sepsis and non-sepsis patients analysed between January 2021 and July 2021 in Cape Town, South Africa.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variable</th>
<th valign="top" align="center" colspan="2">Sepsis (<italic>n</italic> = 62)<hr/></th>
<th valign="top" align="center" colspan="2">Non-sepsis (<italic>n</italic> = 63)<hr/></th>
<th valign="top" align="center" rowspan="2"><italic>p</italic></th>
</tr>
<tr>
<th valign="top" align="center">Median</th>
<th valign="top" align="center">25th; 75th percentile)</th>
<th valign="top" align="center">Median</th>
<th valign="top" align="center">25th; 75th percentile)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age (years)<xref ref-type="table-fn" rid="TFN0001">&#x2020;</xref></td>
<td align="center">62.9</td>
<td align="center">13.5</td>
<td align="center">49.4</td>
<td align="center">18.6</td>
<td align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left">Procalcitonin (ng/L)</td>
<td align="center">15.2</td>
<td align="center">6.84; 38.00</td>
<td align="center"><xref ref-type="table-fn" rid="TFN0002">&#x2021;</xref></td>
<td align="center"><xref ref-type="table-fn" rid="TFN0002">&#x2021;</xref></td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">C-reactive protein (mg/L)<xref ref-type="table-fn" rid="TFN0001">&#x2020;</xref></td>
<td align="center">211</td>
<td align="center">108</td>
<td align="center"><xref ref-type="table-fn" rid="TFN0002">&#x2021;</xref></td>
<td align="center"><xref ref-type="table-fn" rid="TFN0002">&#x2021;</xref></td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Leukocyte count (&#x00D7; 10<sup>9</sup>/L)</td>
<td align="center">13.4</td>
<td align="center">6.96; 19.80</td>
<td align="center">7.39</td>
<td align="center">6.65; 8.58</td>
<td align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left">Neutrophils Abs (&#x00D7; 10<sup>9</sup>/L)</td>
<td align="center">11.90</td>
<td align="center">5.68; 18.10</td>
<td align="center">4.57</td>
<td align="center">3.66; 5.00</td>
<td align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left">Lymphocytes Abs (&#x00D7; 10<sup>9</sup>/L)<xref ref-type="table-fn" rid="TFN0001">&#x2020;</xref></td>
<td align="center">0.86</td>
<td align="center">0.74</td>
<td align="center">2.22</td>
<td align="center">0.61</td>
<td align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left">Monocytes Abs (&#x00D7; 10<sup>9</sup>/L)</td>
<td align="center">0.655</td>
<td align="center">0.313; 1.020</td>
<td align="center">0.560</td>
<td align="center">0.450; 0.690</td>
<td align="center">0.377</td>
</tr>
<tr>
<td align="left">Platelets (&#x00D7; 10<sup>9</sup>/L)</td>
<td align="center">172</td>
<td align="center">87; 241</td>
<td align="center">281</td>
<td align="center">277; 314</td>
<td align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left">Neutophil lymphocyte ratio</td>
<td align="center">17.50</td>
<td align="center">7.99; 27.60</td>
<td align="center">2.03</td>
<td align="center">1.60; 2.60</td>
<td align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left">Monocyte-lymphocyte ratio</td>
<td align="center">0.795</td>
<td align="center">0.492; 1.400</td>
<td align="center">0.260</td>
<td align="center">0.200; 0.355</td>
<td align="center">&#x003C; 0.001</td>
</tr>
<tr>
<td align="left">Platelet-lymphocyte ratio</td>
<td align="center">129</td>
<td align="center">111; 407</td>
<td align="center">212</td>
<td align="center">105; 157</td>
<td align="center">&#x003C; 0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p>Abs, absolute count.</p></fn>
<fn id="TFN0001"><label>&#x2020;</label><p>, Mean (standard deviation);</p></fn>
<fn id="TFN0002"><label>&#x2021;</label><p>, Data not available.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s20011">
<title>Haematology</title>
<p>Patients with sepsis had a significantly elevated white cell and neutrophil count compared to the control group (<italic>p</italic> &#x003C; 0.001). The absolute lymphocyte count was significantly reduced in the sepsis group (<italic>p</italic> &#x003C; 0.001) and, similarly, the median platelet count was lower (<italic>p</italic> &#x003C; 0.001). In contrast, although the median absolute monocyte counts varied, there was no statistical significance in monocyte counts between the sepsis and control groups (<italic>p</italic> = 0.377) (<xref ref-type="table" rid="T0001">Table 1</xref>). All three cell ratios varied significantly between the two study groups, most notably the median NLR being 8.62 times higher in the sepsis group, whereas the MLR and PLR were 3.06 and 0.71 times higher. The differences in cell ratios were statistically significant, with <italic>p</italic> &#x003C; 0.001 (<xref ref-type="table" rid="T0001">Table 1</xref>).</p>
</sec>
<sec id="s20012">
<title>Neutrophil-to-lymphocyte ratio</title>
<p>Although the NLR varied in those with sepsis, values were statistically significantly elevated (<italic>p</italic> &#x003C; 0.001) compared to the control group (<xref ref-type="fig" rid="F0001">Figure 1a</xref>), which all fell within the reported NLR reference interval of 0.78 to 3.53 with a mean of 1.65.<sup><xref ref-type="bibr" rid="CIT0021">21</xref></sup> Despite the high levels of both NLR and procalcitonin, no correlation was detected between the two tests (<italic>r</italic> = 0.218; <italic>p</italic> = 0.088) (<xref ref-type="fig" rid="F0001">Figure 1b</xref>).</p>
<fig id="F0001">
<label>FIGURE 1</label>
<caption><p>Neutrophil-lyphocyte ratio characteristics among 62 patients with sepsis compared to 63 non-sepsis controls presenting between January 2021 and July 2021 in Cape Town, South Africa. (a) The median and interquartile range of the neutrophil-lymphocyte ratio. (b) The correlation between the neutrophil-lymphocyte ratio and procalcitonin.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="AJLM-12-2104-g001.tif"/>
</fig>
</sec>
<sec id="s20013">
<title>Monocyte-to-lymphocyte ratio</title>
<p>Similarly, although the MLR showed a large variation, it was significantly elevated when compared to the non-septic control group (<italic>p</italic> &#x003C; 0.001) (<xref ref-type="fig" rid="F0002">Figure 2a</xref>). No significant correlation could be detected between the MLR and procalcitonin levels (<italic>r</italic> = 0.202; <italic>p</italic> = 0.07) (<xref ref-type="fig" rid="F0002">Figure 2b</xref>).</p>
<fig id="F0002">
<label>FIGURE 2</label>
<caption><p>Monocyte-lymphocyte ratio characteristics among 62 patients with sepsis compared to 63 controls diagnosed between January 2021 and July 2021 in Cape Town, South Africa. (a) The median and interquartile range of the monocyte-lymphocyte ratio. (b) The correlation between the monocyte-lymphocyte ratio and procalcitonin.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="AJLM-12-2104-g002.tif"/>
</fig>
</sec>
<sec id="s20014">
<title>Platelet-to-lymphocyte ratio</title>
<p>The PLR in those with diagnosed sepsis was significantly higher than in the control group (<italic>p</italic> &#x003C; 0.001) (<xref ref-type="fig" rid="F0003">Figure 3a</xref>); however, no significant correlation could be detected between the PLR and procalcitonin levels (<italic>r</italic> = 0.069; <italic>p</italic> = 0.602) (<xref ref-type="fig" rid="F0003">Figure 3b</xref>).</p>
<fig id="F0003">
<label>FIGURE 3</label>
<caption><p>Platelet-lymphocyte ratio characteristics among 62 patients with sepsis compared to 63 controls presenting between January 2021 and July 2021. (a) The median and interquartile range of the platelet-lymphocyte ratio. (b) The correlation between the platelet lymphocyte ratio and procalcitonin.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="AJLM-12-2104-g003.tif"/>
</fig>
</sec>
<sec id="s20015">
<title>Receiver operating characteristic curve analysis</title>
<p>Among the three cell ratios assessed, the NLR was established as the best diagnostic screening marker (area under curve: 0.977; Youden index: 0.855), while the MLR was considered to be good (area under curve: 0.877; Youden index: 0.710). The PLR only performed moderately (area under curve: 0.699; Youden index: 0.455) (<xref ref-type="fig" rid="F0004">Figure 4</xref>).</p>
<fig id="F0004">
<label>FIGURE 4</label>
<caption><p>Receiver operating characteristic curves for the neutrophil-lymphocyte ratio, monocyte-lymphocyte ratio and the platelet-lymphocyte ratio of patients analysed between January and July 2021 in Cape Town, South Africa.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="AJLM-12-2104-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s0016">
<title>Discussion</title>
<p>In this retrospective study of 62 sepsis and 63 control patients, the NLR, MLR, PLR, white blood cell count and neutrophil count were significantly elevated in those with sepsis (<italic>p</italic> &#x003C; 0.001). Conversely, there was no significant difference in the absolute monocyte count between the two groups (<italic>p</italic> = 0.377). Furthermore, despite the significantly increased full blood count parameters in the sepsis group, no correlation was detected between the cell ratios and procalcitonin. The receiver operating characteristic curve analysis established that the NLR was the best screening marker for sepsis amongst the three cell ratios.</p>
<p>Researchers have demonstrated that an elevated NLR indicates sepsis and predicts morbidity and mortality. For example, a study conducted on 60 000 intensive care patients from the Beth Israel Deaconess Medical Center in the United States between June 2001 and October 2012 concluded that an NLR of &#x003E; 20.25 in adults was associated with an elevated mortality risk after 28 days.<sup><xref ref-type="bibr" rid="CIT0022">22</xref></sup> Although other studies support this finding,<sup><xref ref-type="bibr" rid="CIT0023">23</xref>,<xref ref-type="bibr" rid="CIT0024">24</xref></sup> controversy over cut-off values remains. In a similar study to ours, a retrospective laboratory analysis of 1468 Turkish patients recommended an NLR cut-off of &#x003E; 5 as being highly suggestive of sepsis.<sup><xref ref-type="bibr" rid="CIT0035">35</xref></sup> In this current study, we defined sepsis based on a positive BC; eight of the 62 (13&#x0025;) confirmed sepsis patients had an NLR &#x003C; 5 suggesting that a cut-off value of &#x003E; 5 is significant. However, an NLR of &#x003E; 5 cannot be used in isolation to indicate sepsis in Africa due to the high frequency of benign ethnic neutropenia which may result in a lower NLR in healthy individuals.</p>
<p>Although the NLR, in this current study, was significantly increased in patients with sepsis, there was no significant correlation with procalcitonin levels. One reason for this finding could be that the NLR and procalcitonin can be elevated in several conditions, with neither test being specific for sepsis.<sup><xref ref-type="bibr" rid="CIT0017">17</xref>,<xref ref-type="bibr" rid="CIT0036">36</xref></sup> Neutrophil counts and the NLR can be influenced by numerous variables, including age, obesity, HIV, cardiovascular disease, type 2 diabetes and malignancy.<sup><xref ref-type="bibr" rid="CIT0024">24</xref></sup> Both procalcitonin and the NLR measure different processes, and therefore neither should be used in isolation to diagnose or predict the outcome in patients with sepsis.</p>
<p>Although our study revealed no significant difference in the monocyte count between those with and without sepsis, the MLR was significantly elevated in the sepsis group (<italic>p</italic> &#x003C; 0.001), which was mainly due to a decreased lymphocyte count. This finding implies that the MLR could be an additional valuable indicator of sepsis. Reports examining the use of the MLR are scant and unclear, with one study of 152 patients diagnosed with <italic>Klebsiella pheumonia</italic> in China, between January 2014 and December 2017, demonstrating an association with negative BC<sup><xref ref-type="bibr" rid="CIT0028">28</xref></sup> and another prospective analysis of 392 patients diagnosed over a 4-year period in Serbia reporting only a moderate association with sepsis.<sup><xref ref-type="bibr" rid="CIT0029">29</xref></sup> Due to these conflicting observations, further studies in different population groups are recommended.</p>
<p>In this current study, as expected, platelet counts in those with sepsis were significantly reduced (<italic>p</italic> &#x003C; 0.001), while the PLR, although showing a wide variation, was significantly different to the control group (<italic>p</italic> &#x003C; 0.001). However, receiver operating characteristic curve analysis demonstrated that the PLR only had moderate diagnostic value. These results support two previous research reports, one conducted between January 2011 and July 2013 in the Netherlands and another undertaken between 2001 and 2008 in China, which demonstrated that low platelet count and elevated PLR are associated with sepsis and a worse prognosis in cases of severe thrombocytopenia.<sup><xref ref-type="bibr" rid="CIT0032">32</xref>,<xref ref-type="bibr" rid="CIT0033">33</xref></sup> Calculating the PLR could provide valuable information if analysed with other cell ratios and full blood count parameters.</p>
<sec id="s20017">
<title>Limitations</title>
<p>In this study, we hypothesised that simple full blood count parameters, utilised together with calculating haematological cell ratios, could provide an early screening tool for sepsis. However, as this was a laboratory-based study, a significant limitation of this work was the lack of clinical information, and therefore we could not link these parameters with disease severity, the sequential organ failure assessment score or outcome. Furthermore, emerging parameters such as the monocyte distribution width were not investigated.</p>
</sec>
<sec id="s20018">
<title>Conclusion</title>
<p>An automated full blood count and differential are widely available. It is a simple test that is easy to perform, inexpensive and is the first investigation requested by clinicians in the emergency ward. Although procalcitonin and BC remain the gold standard for sepsis diagnosis, they are often only available in central laboratories. Our results suggest that although each full blood count parameter should not be used alone, used together they could provide a simple screening tool for the detection of early sepsis in limited-resource settings.</p>
</sec>
</sec>
</body>
<back>
<ack>
<title>Acknowledgements</title>
<p>We would like to acknowledge Dr Niehaus for assistance in the collection of data.</p>
<sec id="s20019" sec-type="COI-statement">
<title>Competing interests</title>
<p>The authors declare that they have no financial or personal relationships that may have inappropriately influenced them in writing this article.</p>
</sec>
<sec id="s20020">
<title>Authors&#x2019; contributions</title>
<p>J.v.R. conceptualised the study, wrote the first draft of the manuscript, collected and analysed the data and approved the final manuscript for publication. S.D. performed statistical analysis, provided intellectual input and approved the final manuscript for publication. C.S. supervised the collection of data, provided intellectual input and approved the final manuscript for publication. G.M.D. supervised the project, performed analysis of the data, provided intellectual input and authorised the final draft for publication.</p>
</sec>
<sec id="s20021">
<title>Sources of support</title>
<p>This research received no specific grant from any funding agency in the public, commercial or not-for-profit sectors.</p>
</sec>
<sec id="s20022" sec-type="data-availability">
<title>Data availability</title>
<p>All data generated from this study are available on request from the corresponding author, G.M.D.</p>
</sec>
<sec id="s20023">
<title>Disclaimer</title>
<p>The views and opinions expressed in this manuscript are those of the authors and do not reflect any official policy or postion of any affliated agency or authors.</p>
</sec>
</ack>
<ref-list id="references">
<title>References</title>
<ref id="CIT0001"><label>1</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>G&#x00FC;l</surname> <given-names>F</given-names></string-name>, <string-name><surname>Arslanta&#x015F;</surname> <given-names>MK</given-names></string-name>, <string-name><surname>Cinel</surname> <given-names>&#x0130;</given-names></string-name>, <string-name><surname>Kumar</surname> <given-names>A</given-names></string-name></person-group>. <article-title>Changing definitions of sepsis</article-title>. <source>Turk J Anaesthesiol Reanim</source>. <year>2017</year>;<volume>45</volume>(<issue>3</issue>):<fpage>129</fpage>&#x2013;<lpage>138</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5152/TJAR.2017.93753">https://doi.org/10.5152/TJAR.2017.93753</ext-link></comment></mixed-citation></ref>
<ref id="CIT0002"><label>2</label><mixed-citation publication-type="web"><person-group person-group-type="author"><string-name><surname>Zick</surname> <given-names>M</given-names></string-name></person-group>. <source>The first ESA European sepsis report [homepage on the internet]</source>. <year>2021</year>. <comment>Available from: <ext-link ext-link-type="uri" xlink:href="https://www.global-sepsis-alliance.org/news/2021/9/9/the-first-esa-european-sepsis-report">https://www.global-sepsis-alliance.org/news/2021/9/9/the-first-esa-european-sepsis-report</ext-link></comment></mixed-citation></ref>
<ref id="CIT0003"><label>3</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rowe</surname> <given-names>T</given-names></string-name>, <string-name><surname>Araujo</surname> <given-names>KLB</given-names></string-name>, <string-name><surname>Van Ness</surname> <given-names>PH</given-names></string-name>, <string-name><surname>Pisani</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Juthani-Mehta</surname> <given-names>M</given-names></string-name></person-group>. <article-title>Outcomes of older adults with sepsis at admission to an intensive care unit</article-title>. <source><italic>Open Forum Infect Dis</italic></source>. <year>2016</year>;<volume>3</volume>(<issue>1</issue>):<fpage>ofw010</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/ofid/ofw010">https://doi.org/10.1093/ofid/ofw010</ext-link></comment></mixed-citation></ref>
<ref id="CIT0004"><label>4</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Vincent</surname> <given-names>JL</given-names></string-name>, <string-name><surname>Moreno</surname> <given-names>R</given-names></string-name>, <string-name><surname>Takala</surname> <given-names>J</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine</article-title>. <source>Intensive Care Med</source>. <year>1996</year>;<volume>22</volume>(<issue>7</issue>):<fpage>707</fpage>&#x2013;<lpage>710</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/BF01709751">https://doi.org/10.1007/BF01709751</ext-link></comment></mixed-citation></ref>
<ref id="CIT0005"><label>5</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Lambden</surname> <given-names>S</given-names></string-name>, <string-name><surname>Laterre</surname> <given-names>PF</given-names></string-name>, <string-name><surname>Levy</surname> <given-names>MM</given-names></string-name>, <string-name><surname>Francois</surname> <given-names>B</given-names></string-name></person-group>. <article-title>The SOFA score-development, utility and challenges of accurate assessment in clinical trials</article-title>. <source>Crit Care</source>. <year>2019</year>;<volume>23</volume>(<issue>1</issue>):<fpage>374</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s13054-019-2663-7">https://doi.org/10.1186/s13054-019-2663-7</ext-link></comment></mixed-citation></ref>
<ref id="CIT0006"><label>6</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sinha</surname> <given-names>M</given-names></string-name>, <string-name><surname>Jupe</surname> <given-names>J</given-names></string-name>, <string-name><surname>Mack</surname> <given-names>H</given-names></string-name>, <string-name><surname>Coleman</surname> <given-names>TP</given-names></string-name>, <string-name><surname>Lawrence</surname> <given-names>SM</given-names></string-name>, <string-name><surname>Fraley</surname> <given-names>SI</given-names></string-name></person-group>. <article-title>Emerging technologies for molecular diagnosis of sepsis</article-title>. <source>Clin Microbiol Rev</source>. <year>2018</year>;<volume>31</volume>(<issue>2</issue>):<fpage>e00089-17</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1128/CMR.00089-17">https://doi.org/10.1128/CMR.00089-17</ext-link></comment></mixed-citation></ref>
<ref id="CIT0007"><label>7</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Chaudhury</surname> <given-names>A</given-names></string-name>, <string-name><surname>Sachin Sumant</surname> <given-names>G</given-names></string-name>, <string-name><surname>Jayaprada</surname> <given-names>R</given-names></string-name>, <string-name><surname>Kalawat</surname> <given-names>U</given-names></string-name>, <string-name><surname>Ramana</surname> <given-names>B</given-names></string-name></person-group>. <article-title>Procalcitonin in sepsis and bacterial infections</article-title>. <source>J Clin Sci Res</source>. <year>2013</year>;<volume>2</volume>(<issue>4</issue>):<fpage>216</fpage>&#x2013;<lpage>224</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.15380/2277-5706.JCSR.13.015">https://doi.org/10.15380/2277-5706.JCSR.13.015</ext-link></comment></mixed-citation></ref>
<ref id="CIT0008"><label>8</label><mixed-citation publication-type="book"><source>Thermo Fisher Scientific, PCT test results | Interpreting procalcitonin level [homepage on the internet]</source>. <publisher-name>Thermo Fisher Scientific</publisher-name>; <year>2022</year> <comment>[cited 2022 Aug 18]. Available from: <ext-link ext-link-type="uri" xlink:href="https://www.thermofisher.com/procalcitonin/wo/en/understanding-procalcitonin/interpreting-pct-results.html?">https://www.thermofisher.com/procalcitonin/wo/en/understanding-procalcitonin/interpreting-pct-results.html?</ext-link></comment></mixed-citation></ref>
<ref id="CIT0009"><label>9</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Gregoriano</surname> <given-names>C</given-names></string-name>, <string-name><surname>Heilmann</surname> <given-names>E</given-names></string-name>, <string-name><surname>Molitor</surname> <given-names>A</given-names></string-name>, <string-name><surname>Schuetz</surname> <given-names>P</given-names></string-name></person-group>. <article-title>Role of procalcitonin use in the management of sepsis</article-title>. <source>J Thorac Dis</source>. <year>2020</year>;<volume>12</volume>(<supplement>Suppl 1</supplement>):<fpage>S5</fpage>&#x2013;<lpage>S15</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.21037/jtd.2019.11.63">https://doi.org/10.21037/jtd.2019.11.63</ext-link></comment></mixed-citation></ref>
<ref id="CIT0010"><label>10</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Anush</surname> <given-names>MM</given-names></string-name>, <string-name><surname>Ashok</surname> <given-names>VK</given-names></string-name>, <string-name><surname>Sarma</surname> <given-names>RI</given-names></string-name>, <string-name><surname>Pillai</surname> <given-names>SK</given-names></string-name></person-group>. <article-title>Role of C-reactive protein as an indicator for determining the outcome of sepsis</article-title>. <source>Indian J Crit Care Med</source>. <year>2019</year>;<volume>23</volume>(<issue>1</issue>):<fpage>11</fpage>&#x2013;<lpage>14</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5005/jp-journals-10071-23105">https://doi.org/10.5005/jp-journals-10071-23105</ext-link></comment></mixed-citation></ref>
<ref id="CIT0011"><label>11</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Permatasari</surname> <given-names>AAIY</given-names></string-name>, <string-name><surname>Sanjaya</surname> <given-names>IGPH</given-names></string-name>, <string-name><surname>Widiana</surname> <given-names>IGR</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Role of procalcitonin and C-reactive protein as markers of sepsis in major burn patients: A systematic review and meta-analysis</article-title>. <source>J Med Sci</source>. <year>2021</year>;<volume>9</volume>(<issue>F</issue>):<fpage>197</fpage>&#x2013;<lpage>203</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3889/oamjms.2021.6137">https://doi.org/10.3889/oamjms.2021.6137</ext-link></comment></mixed-citation></ref>
<ref id="CIT0012"><label>12</label><mixed-citation publication-type="book"><person-group person-group-type="author"><collab>BioM&#x00E9;rieux</collab></person-group>. <source>BacT/ALERT<sup>&#x00AE;</sup> culture media [homepage on the Internet]</source>. <publisher-name>bioM&#x00E9;rieux South Africa</publisher-name>; <year>2022</year>. <comment>Available from: <ext-link ext-link-type="uri" xlink:href="https://www.biomerieux.co.za/product/bactalertr-culture-media">https://www.biomerieux.co.za/product/bactalertr-culture-media</ext-link></comment></mixed-citation></ref>
<ref id="CIT0013"><label>13</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Chela</surname> <given-names>HK</given-names></string-name>, <string-name><surname>Vasudevan</surname> <given-names>A</given-names></string-name>, <string-name><surname>Rojas-Moreno</surname> <given-names>C</given-names></string-name>, <string-name><surname>Naqvi</surname> <given-names>SH</given-names></string-name></person-group>. <article-title>Approach to positive blood cultures in the hospitalised patient: A review</article-title>. <source>Mo Med</source>. <year>2019</year>;<volume>116</volume>(<issue>4</issue>):<fpage>313</fpage>&#x2013;<lpage>317</lpage>.</mixed-citation></ref>
<ref id="CIT0014"><label>14</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Farkas</surname> <given-names>J</given-names></string-name></person-group>. <article-title>The complete blood count to diagnose septic shock</article-title>. <source>J Thorac Dis</source>. <year>2020</year>;<volume>12</volume>(<supplement>S1</supplement>):<fpage>S16</fpage>&#x2013;<lpage>S21</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.21037/jtd.2019.12.63">https://doi.org/10.21037/jtd.2019.12.63</ext-link></comment></mixed-citation></ref>
<ref id="CIT0015"><label>15</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hou</surname> <given-names>SK</given-names></string-name>, <string-name><surname>Lin</surname> <given-names>HA</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>SC</given-names></string-name>, <string-name><surname>Lin</surname> <given-names>CF</given-names></string-name>, <string-name><surname>Lin</surname> <given-names>SF</given-names></string-name></person-group>. <article-title>Monocyte distribution width, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio improves early prediction for sepsis at the emergency</article-title>. <source>J Pers Med</source>. <year>2021</year>;<volume>11</volume>(<issue>8</issue>):<fpage>732</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/jpm11080732">https://doi.org/10.3390/jpm11080732</ext-link></comment></mixed-citation></ref>
<ref id="CIT0016"><label>16</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bone</surname> <given-names>RC</given-names></string-name>, <string-name><surname>Balk</surname> <given-names>RA</given-names></string-name>, <string-name><surname>Cerra</surname> <given-names>FB</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. The accp/sccm consensus conference committee. American college of chest physicians/society of critical care medicine</article-title>. <source>Chest</source>. <year>1992</year>;<volume>101</volume>(<issue>6</issue>):<fpage>1644</fpage>&#x2013;<lpage>1655</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1378/chest.101.6.1644">https://doi.org/10.1378/chest.101.6.1644</ext-link></comment></mixed-citation></ref>
<ref id="CIT0017"><label>17</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Agnello</surname> <given-names>L</given-names></string-name>, <string-name><surname>Giglio</surname> <given-names>RV</given-names></string-name>, <string-name><surname>Bivona</surname> <given-names>G</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>The value of a complete blood count (CBC) for sepsis diagnosis and prognosis</article-title>. <source>Diagnostics</source>. <year>2021</year>;<volume>11</volume>(<issue>10</issue>):<fpage>1881</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/diagnostics11101881">https://doi.org/10.3390/diagnostics11101881</ext-link></comment></mixed-citation></ref>
<ref id="CIT0018"><label>18</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shen</surname> <given-names>XF</given-names></string-name>, <string-name><surname>Cao</surname> <given-names>K</given-names></string-name>, <string-name><surname>Jiang</surname> <given-names>JP</given-names></string-name>, <string-name><surname>Guan</surname> <given-names>WX</given-names></string-name>, <string-name><surname>Du</surname> <given-names>JF</given-names></string-name></person-group>. <article-title>Neutrophil dysregulation during sepsis: An overview and update</article-title>. <source>J Cell Mol Med</source>. <year>2017</year>;<volume>21</volume>(<issue>9</issue>):<fpage>1687</fpage>&#x2013;<lpage>1697</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/jcmm.13112">https://doi.org/10.1111/jcmm.13112</ext-link></comment></mixed-citation></ref>
<ref id="CIT0019"><label>19</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Fondoh</surname> <given-names>VN</given-names></string-name>, <string-name><surname>Fondoh</surname> <given-names>RM</given-names></string-name>, <string-name><surname>Awasom</surname> <given-names>CN</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Haematological reference intervals for healthy adults in Bamenda, Cameroon</article-title>. <source>Afr J Lab Med</source>. <year>2020</year>;<volume>9</volume>(<issue>1</issue>):<fpage>1193</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/ajlm.v9i1.1193">https://doi.org/10.4102/ajlm.v9i1.1193</ext-link></comment></mixed-citation></ref>
<ref id="CIT0020"><label>20</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Smit</surname> <given-names>FC</given-names></string-name>, <string-name><surname>Davison</surname> <given-names>GM</given-names></string-name>, <string-name><surname>Hoffmann</surname> <given-names>M</given-names></string-name>, <string-name><surname>Erasmus</surname> <given-names>RT</given-names></string-name>, <string-name><surname>Davids</surname> <given-names>S</given-names></string-name>, <string-name><surname>Matsha</surname> <given-names>TE</given-names></string-name></person-group>. <article-title>Full blood count and white cell differential count reference ranges obtained from a healthy urban South African population residing in the Western Cape of South Africa</article-title>. <source>Int J Lab Hematol</source>. <year>2019</year>;<volume>41</volume>(<issue>5</issue>):<fpage>635</fpage>&#x2013;<lpage>641</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ijlh.13076">https://doi.org/10.1111/ijlh.13076</ext-link></comment></mixed-citation></ref>
<ref id="CIT0021"><label>21</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Forget</surname> <given-names>P</given-names></string-name>, <string-name><surname>Khalifa</surname> <given-names>C</given-names></string-name>, <string-name><surname>Defour</surname> <given-names>JP</given-names></string-name>, <string-name><surname>Latinne</surname> <given-names>D</given-names></string-name>, <string-name><surname>Van Pel</surname> <given-names>MC</given-names></string-name>, <string-name><surname>De Kock</surname> <given-names>M</given-names></string-name></person-group>. <article-title>What is the normal value of the neutrophil-to-lymphocyte ratio?</article-title> <source>BMC Res Notes</source>. <year>2017</year>;<volume>10</volume>(<issue>1</issue>):<fpage>12</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s13104-016-2335-5">https://doi.org/10.1186/s13104-016-2335-5</ext-link></comment></mixed-citation></ref>
<ref id="CIT0022"><label>22</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ye</surname> <given-names>W</given-names></string-name>, <string-name><surname>Chen</surname> <given-names>X</given-names></string-name>, <string-name><surname>Huang</surname> <given-names>Y</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>The association between neutrophil-to-lymphocyte count ratio and mortality in septic patients: A retrospective analysis of the MIMIC-III database</article-title>. <source>J Thorac Dis</source>. <year>2020</year>;<volume>12</volume>(<issue>5</issue>):<fpage>1843</fpage>&#x2013;<lpage>1855</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.21037/jtd-20-1169">https://doi.org/10.21037/jtd-20-1169</ext-link></comment></mixed-citation></ref>
<ref id="CIT0023"><label>23</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rehman</surname> <given-names>FU</given-names></string-name>, <string-name><surname>Khan</surname> <given-names>A</given-names></string-name>, <string-name><surname>Aziz</surname> <given-names>A</given-names></string-name>, <string-name><surname>Iqbal</surname> <given-names>M</given-names></string-name>, <string-name><surname>Mahmood</surname> <given-names>SBZ</given-names></string-name>, <string-name><surname>Ali</surname> <given-names>N</given-names></string-name></person-group>. <article-title>Neutrophils to lymphocyte ratio: Earliest and efficacious markers of sepsis</article-title>. <source>Cureus</source>. <year>2020</year>;<volume>12</volume>(<issue>10</issue>):<fpage>e10851</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.7759/cureus.10851">https://doi.org/10.7759/cureus.10851</ext-link></comment></mixed-citation></ref>
<ref id="CIT0024"><label>24</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Buonacera</surname> <given-names>A</given-names></string-name>, <string-name><surname>Stancanelli</surname> <given-names>B</given-names></string-name>, <string-name><surname>Colaci</surname> <given-names>M</given-names></string-name>, <string-name><surname>Malatino</surname> <given-names>L</given-names></string-name></person-group>. <article-title>Neutrophil to lymphocyte ratio: An emerging marker of the relationships between the immune system and diseases</article-title>. <source>Int J Mol Sci</source>. <year>2022</year>;<volume>23</volume>(<issue>7</issue>):<fpage>3636</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/ijms23073636">https://doi.org/10.3390/ijms23073636</ext-link></comment></mixed-citation></ref>
<ref id="CIT0025"><label>25</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Liu</surname> <given-names>X</given-names></string-name>, <string-name><surname>Shen</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Wang</surname> <given-names>H</given-names></string-name>, <string-name><surname>Ge</surname> <given-names>Q</given-names></string-name>, <string-name><surname>Fei</surname> <given-names>A</given-names></string-name>, <string-name><surname>Pan</surname> <given-names>S</given-names></string-name></person-group>. <article-title>Prognostic significance of neutrophil-to-lymphocyte ratio in patients with sepsis: A prospective observational study</article-title>. <source>Mediat Inflamm</source>. <year>2016</year>;<volume>2016</volume>:<fpage>8191254</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1155/2016/8191254">https://doi.org/10.1155/2016/8191254</ext-link></comment></mixed-citation></ref>
<ref id="CIT0026"><label>26</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shalova</surname> <given-names>IN</given-names></string-name>, <string-name><surname>Lim</surname> <given-names>JY</given-names></string-name>, <string-name><surname>Chittezhath</surname> <given-names>M</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Human monocytes undergo functional re-programming during sepsis mediated by hypoxia-inducible factor-1&#x03B1;</article-title>. <source>Immunity</source>. <year>2015</year>;<volume>42</volume>(<issue>3</issue>):<fpage>484</fpage>&#x2013;<lpage>498</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.immuni.2015.02.001">https://doi.org/10.1016/j.immuni.2015.02.001</ext-link></comment></mixed-citation></ref>
<ref id="CIT0027"><label>27</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Cao</surname> <given-names>C</given-names></string-name>, <string-name><surname>Yu</surname> <given-names>M</given-names></string-name>, <string-name><surname>Chai</surname> <given-names>Y</given-names></string-name></person-group>. <article-title>Pathological alteration and therapeutic implications of sepsis-induced immune cell apoptosis</article-title>. <source>Cell Death Dis</source>. <year>2019</year>;<volume>10</volume>:<fpage>782</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/s41419-019-2015-1">https://doi.org/10.1038/s41419-019-2015-1</ext-link></comment></mixed-citation></ref>
<ref id="CIT0028"><label>28</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wang</surname> <given-names>JL</given-names></string-name>, <string-name><surname>Lu</surname> <given-names>XY</given-names></string-name>, <string-name><surname>Xu</surname> <given-names>XH</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Predictive role of monocyte-to-lymphocyte ratio in patients with Klebsiella pneumonia infection</article-title>. <source>Medicine</source>. <year>2019</year>;<volume>98</volume>(<issue>38</issue>):<fpage>e17215</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1097/MD.0000000000017215">https://doi.org/10.1097/MD.0000000000017215</ext-link></comment></mixed-citation></ref>
<ref id="CIT0029"><label>29</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Djordjevic</surname> <given-names>D</given-names></string-name>, <string-name><surname>Rondovic</surname> <given-names>G</given-names></string-name>, <string-name><surname>Surbatovic</surname> <given-names>M</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Neutrophil-to-lymphocyte ratio, monocyte-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and mean platelet volume-to-platelet count ratio as biomarkers in critically ill and injured patients: Which ratio to choose to predict outcome and nature of bacteremia?</article-title> <source>Mediat Inflamm</source>. <year>2018</year>;<volume>2018</volume>:<fpage>3758068</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1155/2018/3758068">https://doi.org/10.1155/2018/3758068</ext-link></comment></mixed-citation></ref>
<ref id="CIT0030"><label>30</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Naess</surname> <given-names>A</given-names></string-name>, <string-name><surname>Nilssen</surname> <given-names>SS</given-names></string-name>, <string-name><surname>Mo</surname> <given-names>R</given-names></string-name>, <string-name><surname>Eide</surname> <given-names>GE</given-names></string-name>, <string-name><surname>Sjursen</surname> <given-names>H</given-names></string-name></person-group>. <article-title>Role of neutrophil to lymphocyte and monocyte to lymphocyte ratios in the diagnosis of bacterial infection in patients with fever</article-title>. <source>Infection</source>. <year>2017</year>;<volume>45</volume>(<issue>3</issue>):<fpage>299</fpage>&#x2013;<lpage>307</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s15010-016-0972-1">https://doi.org/10.1007/s15010-016-0972-1</ext-link></comment></mixed-citation></ref>
<ref id="CIT0031"><label>31</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kim</surname> <given-names>S-J</given-names></string-name>, <string-name><surname>Davis</surname> <given-names>R</given-names></string-name>, <string-name><surname>Jenne</surname> <given-names>CN</given-names></string-name></person-group>. <article-title>Platelets as modulators of inflammation</article-title>. <source>Semin Thromb Hemost</source>. <year>2017</year>;<volume>44</volume>(<issue>2</issue>):<fpage>91</fpage>&#x2013;<lpage>101</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1055/s-0037-1607432">https://doi.org/10.1055/s-0037-1607432</ext-link></comment></mixed-citation></ref>
<ref id="CIT0032"><label>32</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Claushuis</surname> <given-names>TA</given-names></string-name>, <string-name><surname>Van Vught</surname> <given-names>LA</given-names></string-name>, <string-name><surname>Scicluna</surname> <given-names>BP</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Thrombocytopenia is associated with a dysregulated host response in critically ill sepsis patients</article-title>. <source>Blood</source>. <year>2016</year>;<volume>127</volume>(<issue>24</issue>):<fpage>3062</fpage>&#x2013;<lpage>3072</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1182/blood-2015-11-680744">https://doi.org/10.1182/blood-2015-11-680744</ext-link></comment></mixed-citation></ref>
<ref id="CIT0033"><label>33</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Shen</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Huang</surname> <given-names>X</given-names></string-name>, <string-name><surname>Zhang</surname> <given-names>W</given-names></string-name></person-group>. <article-title>Platelet-to-lymphocyte ratio as a prognostic predictor of mortality for sepsis: Interaction effect with disease severity &#x2013; A retrospective study</article-title>. <source>BMJ Open</source>. <year>2019</year>;<volume>9</volume>:<fpage>e022896</fpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/bmjopen-2018-022896">https://doi.org/10.1136/bmjopen-2018-022896</ext-link></comment></mixed-citation></ref>
<ref id="CIT0034"><label>34</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mahoney</surname> <given-names>M</given-names></string-name>, <string-name><surname>Magel</surname> <given-names>R</given-names></string-name></person-group>. <article-title>Estimation of the power of the Kruskal-Wallis Test</article-title>. <source>Biom J</source>. <year>1996</year>;<volume>38</volume>(<issue>5</issue>):<fpage>613</fpage>&#x2013;<lpage>630</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/bimj.4710380510">https://doi.org/10.1002/bimj.4710380510</ext-link></comment></mixed-citation></ref>
<ref id="CIT0035"><label>35</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>G&#x00FC;rol</surname> <given-names>G</given-names></string-name>, <string-name><surname>&#x00C7;iftci</surname> <given-names>&#x0130;H</given-names></string-name>, <string-name><surname>Terizi</surname> <given-names>HA</given-names></string-name>, <string-name><surname>Atasoy</surname> <given-names>AR</given-names></string-name>, <string-name><surname>Ozbek</surname> <given-names>A</given-names></string-name>, <string-name><surname>K&#x00F6;ro&#x011F;lu</surname> <given-names>M</given-names></string-name></person-group>. <article-title>Are there standardised cut-off values for neutrophil-lymphocyte ratios in bacteremia or sepsis?</article-title> <source>J Microbiol Biotechnol</source>. <year>2015</year>;<volume>25</volume>(<issue>4</issue>):<fpage>521</fpage>&#x2013;<lpage>525</lpage>. <comment><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4014/jmb.1408.08060">https://doi.org/10.4014/jmb.1408.08060</ext-link></comment></mixed-citation></ref>
<ref id="CIT0036"><label>36</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Samsudin</surname> <given-names>I</given-names></string-name>, <string-name><surname>Vasikaran</surname> <given-names>SD</given-names></string-name></person-group>. <article-title>Clinical utility and measurement of procalcitonin</article-title>. <source>Clin Biochem Rev</source>. <year>2017</year>;<volume>38</volume>(<issue>2</issue>):<fpage>59</fpage>&#x2013;<lpage>68</lpage>.</mixed-citation></ref>
</ref-list>
<fn-group>
<fn><p><bold>How to cite this article:</bold> Van Rensburg J, Davids S, Smuts C, Davison GM. Use of full blood count parameters and haematology cell ratios in screening for sepsis in South Africa. Afr J Lab Med. 2023;12(1), a2104. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4102/ajlm.v12i1.2104">https://doi.org/10.4102/ajlm.v12i1.2104</ext-link></p></fn>
</fn-group>
</back>
</article>