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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Drug. Discov.</journal-id>
<journal-title>Frontiers in Drug Discovery</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Drug. Discov.</abbrev-journal-title>
<issn pub-type="epub">2674-0338</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">892975</article-id>
<article-id pub-id-type="doi">10.3389/fddsv.2022.892975</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Drug Discovery</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Addressing Antibiotic Failure&#x2014;Beyond Genetically Encoded Antimicrobial Resistance</article-title>
<alt-title alt-title-type="left-running-head">Haney and Hancock</alt-title>
<alt-title alt-title-type="right-running-head">Addressing Antibiotic Failure</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Haney</surname>
<given-names>Evan F.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/307700/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hancock</surname>
<given-names>Robert E. W.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/225274/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Centre for Microbial Diseases and Immunity Research</institution>, <institution>Department of Microbiology and Immunology</institution>, <institution>University of British Columbia</institution>, <addr-line>Vancouver</addr-line>, <addr-line>BC</addr-line>, <country>Canada</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>NanoMedicines Innovation Network (NMIN)</institution>, <addr-line>Vancouver</addr-line>, <addr-line>BC</addr-line>, <country>Canada</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>ASEP Medical Holdings</institution>, <addr-line>Victoria</addr-line>, <addr-line>BC</addr-line>, <country>Canada</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/939147/overview">Stefania Galdiero</ext-link>, University of Naples Federico II, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/26403/overview">William William Shafer</ext-link>, Emory University, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Robert E. W. Hancock, <email>bob@hancocklab.com</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Anti-Infective Agents, a section of the journal Frontiers in Drug Discovery</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>2</volume>
<elocation-id>892975</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>03</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Haney and Hancock.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Haney and Hancock</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>Antibiotic failure can be defined as any clinical situation where treatment with antibiotics fails to cure the patient and remove the infection. Genetically-determined antibiotic resistance certainly contributes to antibiotic failure in the clinic, but this is not the only reason why antibiotics fail and it is likely not the most common cause of antibiotic failure. In this perspective article, we outline several widespread examples of situations where antibiotic treatment fails, even in the absence of formal resistance, including biofilm associated-infections (65% of all infections) as well as infections in sepsis (19.7% of all deaths) and immune compromised individuals. We then discuss various strategies that are being employed to address the issue of antibiotic failure and emphasize that antibiotic failure should be given increased awareness and resources to address this underappreciated but critical issue.</p>
</abstract>
<kwd-group>
<kwd>antibiotics</kwd>
<kwd>antibiotic failure</kwd>
<kwd>antimicrobial resistance</kwd>
<kwd>biofilm</kwd>
<kwd>host defence peptides</kwd>
<kwd>sepsis</kwd>
</kwd-group>
<contract-sponsor id="cn001">Canadian Institutes of Health Research<named-content content-type="fundref-id">10.13039/501100000024</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Antibiotics are arguably the most important medical advancement of all time. Since their emergence in medical practice nearly a century ago, their astounding ability to treat infections has dramatically reduced the scourge of infectious diseases that plagued mankind. In the early part of the 20th century, infectious diseases like wound infections, cholera, diptheria, pneumonia, typhoid fever, plague, tuberculosis and syphilis were widespread and contributed to high morbidity and mortality (<xref ref-type="bibr" rid="B58">Shaw-Taylor, 2020</xref>). Beyond their ability to treat infections, antibiotics form the foundation upon which much of our current medical infrastructure is built. Antibiotics are essential for major and minor surgeries, organ transplants and early-term births. Antibiotics, together with improvements in public health, disease prevention, food safety, and sanitation, have helped to alleviate the burden on society of these debilitating diseases, so much so that the life expectancy of someone born today is nearly 30 years longer than someone born a century ago (<xref ref-type="bibr" rid="B30">Hutchings et al., 2019</xref>).</p>
<p>Unfortunately, antimicrobial resistance is (AMR) rapidly becoming a serious issue around the world. A recent article found that AMR contributes to nearly 5-million deaths worldwide and is the direct cause of &#x3e;1-million deaths/year (<xref ref-type="bibr" rid="B41">Murray et al., 2022</xref>). Some have termed the AMR crisis &#x201c;the slow-motion pandemic&#x201d; (<xref ref-type="bibr" rid="B54">Sanderson and Thompson, 2021</xref>) with estimates of 10 million deaths/year by 2050 (<xref ref-type="bibr" rid="B44">O&#x2019;Neill, 2016</xref>), a number likely exacerbated by the widespread use of antibiotics during the COVID-19 global pandemic (<xref ref-type="bibr" rid="B61">Subramanya et al., 2021</xref>). Of great concern is that our arsenal of effective antibiotics is dwindling at an alarming rate, as extensively discussed elsewhere (<xref ref-type="bibr" rid="B28">Howard et al., 2013</xref>; <xref ref-type="bibr" rid="B4">&#xc5;rdal et al., 2020</xref>; <xref ref-type="bibr" rid="B9">Bhavnani et al., 2020</xref>). Intriguingly however, formal AMR is not the major contributor of infections to mortality as sepsis is directly associated with 11-million deaths annually (<xref ref-type="bibr" rid="B53">Rudd et al., 2020</xref>).</p>
<p>Here we wish to highlight common situations where antibiotics fail, have likely failed even during the gold age of antibiotic discovery, and will continue to fail even if new antibiotic compounds are discovered and introduced into the clinic. Specifically, we will discuss three widespread situations where antibiotics fail: biofilm-associated infections, infections in immunocompromised patients and the dysfunctional immune response to an infection known as sepsis. In all three cases, the primary course of treatment is to administer more antibiotics, but this strategy ignores the complexities of these serious medical conditions and does not address the true cause of antibiotic failure, often with poor outcomes for the afflicted patients.</p>
</sec>
<sec id="s2">
<title>Antibiotic Resistance vs. Antibiotic Failure</title>
<p>The term antibiotic resistance is commonplace in society due to the growing awareness of widespread AMR around the world. The mechanisms underlying AMR include acquisition of a (usually-mobile) genetic element (e.g., plasmids, transposons, etc.) encoding a resistance gene, or a chromosomal mutation developed under selective pressure (<xref ref-type="bibr" rid="B40">Munita and Arias, 2016</xref>). This can lead to production of an enzyme that chemically modifies/inactivates the antibiotic itself, alteration of the binding site on the antibiotic&#x2019;s target or alteration in net uptake across of the bacterial envelope (<xref ref-type="bibr" rid="B40">Munita and Arias, 2016</xref>). The emergence and spread of AMR genes throughout populations reduces the effectiveness of antibiotics over time, resulting in increased or prolonged illness and greater morbidity and mortality.</p>
<p>Antibiotic failure can be defined as any situation where bacteria survive antibiotic treatment and the clinical symptoms of the infection persist. Certainly, AMR could be considered as one situation where antibiotics fail; however, there are many more situations where antibiotics frequently fail even in the absence of a genetically encoded resistance mechanism (<xref ref-type="fig" rid="F1">Figure 1</xref>). Below, we highlight examples where antibiotic treatment often fails and emphasize that these situations are already widespread and physicians have limited treatment options to address them.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Common causes of antibiotic failure and potential strategies to address them. Antibiotic failure can be thought of as any clinical situation where administration of antibiotics fails to improve patient outcomes. Antibiotic failure may be due to AMR but is also common with biofilm-associated infections, infections in immunocompromised patients or in the serious condition known as sepsis. Several potential strategies have been proposed to deal with these different issues including advancements in new diagnostics and specialized therapeutics designed specifically for scenarios where antibiotics fail.</p>
</caption>
<graphic xlink:href="fddsv-02-892975-g001.tif"/>
</fig>
<sec id="s2-1">
<title>Biofilm Associated Infections</title>
<p>Biofilms are communities of microorganisms that grow on surfaces. Clinically, biofilms are a major concern since biofilms are the cause of 65% of all infections (<xref ref-type="bibr" rid="B57">Sharma et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Hancock et al., 2021</xref>). Common biofilm-associated infections in humans include skin and soft tissue infections, catheter-associated infections and dental plaque while more serious medical conditions include infections of implanted devices/prosthetics, endocarditis, and lung infections in cystic fibrosis patients (<xref ref-type="bibr" rid="B67">Wu et al., 2015</xref>; <xref ref-type="bibr" rid="B64">Vestby et al., 2020</xref>). Critically, biofilms are 10- to 1,000-fold more resistant to most antibiotics but this is usually adaptive multi-drug resistance due to their altered growth state, and reverts when the bacteria disperse from the biofilm. There are no approved biofilm treatments; instead, high doses or combinations of antibiotics are often used but treatments frequently fail (<xref ref-type="bibr" rid="B13">Ciofu et al., 2017</xref>). For example, high levels of antibiotics are used to treat biofilm-like abscess infections, cystic fibrosis lung infections, bronchiectasis, and chronic rhinosinusitis, but antibiotic effectiveness remains relatively poor and treatment still requires invasive procedures such as surgical debridement. Biofilms are an adaptive growth state of bacteria resulting in the differential expression of hundreds of genes, cf. planktonic bacteria (<xref ref-type="bibr" rid="B19">D&#xf6;tsch et al., 2012</xref>). This undoubtedly contributes to multidrug and immune-response resistance together with other factors such as reduced metabolism and lowered bacterial growth rate (<xref ref-type="bibr" rid="B64">Vestby et al., 2020</xref>).</p>
</sec>
<sec id="s2-2">
<title>Sepsis</title>
<p>Sepsis is serious and life-threatening condition caused by immune dysfunction (<xref ref-type="bibr" rid="B59">Singer et al., 2016</xref>). Sepsis arises in response to an infection, which is usually bacterial but can include fungal or viral pathogens, and especially COVID-19 (<xref ref-type="bibr" rid="B34">Li et al., 2020</xref>); with antibiotics being the primary tool in sepsis management. However, antibiotics are frequently unsuccessful, as revealed by the death of 23% of severe sepsis patients in 2017 (49-million cases, 11-million deaths), representing 19.7% of all deaths globally (<xref ref-type="bibr" rid="B53">Rudd et al., 2020</xref>). Although this number eclipses the predicted 10-million deaths by 2050 due to antibiotic resistance (<xref ref-type="bibr" rid="B44">O&#x2019;Neill, 2016</xref>), it has not been highlighted with the same level of alarm as the growing AMR crisis. There is great urgency to initiate treatment since for every hours delay in initiating antibiotic treatment results in a 7.6% increase in the chance of death (<xref ref-type="bibr" rid="B33">Kumar et al., 2006</xref>). Unfortunately, the early symptoms with which patients present are quite non-specific and identification of the offending pathogen takes time, so treatment is frequently delayed. Also, physicians are forced to treat patients empirically, often by prescribing broad spectrum antibiotics, in an attempt to control the source of infection as fast as possible. Therefore, sepsis could be considered a situation where antibiotic treatment often fail, and illustrates a situation where the underlying condition of a patient is likely as important as the pathogen itself.</p>
</sec>
<sec id="s2-3">
<title>Infections in Immunocompromised Patients</title>
<p>Immune compromised patients encompass a sizeable portion of the total population and include patients from different backgrounds and from a wide range of medical conditions. It is estimated that nearly 3% of all US adults (&#x223c;10 million individuals) have some type of immunosuppression (<xref ref-type="bibr" rid="B27">Harpaz et al., 2016</xref>). Many of these patients lead normal lives, but their impaired immune response makes them more susceptible to infections and if they do become ill, they have a higher chance of developing serious complications or dying. Furthermore, very young children, including premature babies, and the elderly tend to have weaker immune responses when compared to healthy adults (<xref ref-type="bibr" rid="B18">Dorshkind et al., 2009</xref>; <xref ref-type="bibr" rid="B51">PrabhuDas et al., 2011</xref>), representing sections of the population that are more vulnerable to infections.</p>
<p>Immunocompromised patients can be subdivided into two groups, those with primary immunodeficiencies in which a component of the host&#x2019;s immune response are impaired due to a genetic mutation (<xref ref-type="bibr" rid="B37">McCusker et al., 2018</xref>) and those with secondary immunodeficiencies in which extrinsic factors impair the immune response (<xref ref-type="bibr" rid="B12">Chinen and Shearer, 2010</xref>). Nearly 270 different genetic disorders associated with primary immunodeficiencies have been identified impacting on various cellular processes related to cellular and humoral immunity, production of deficient antibodies, overall immune dysregulation or altered innate immunity, among others (<xref ref-type="bibr" rid="B49">Picard et al., 2015</xref>). Secondary immunodeficiencies are more common and may be due to a variety of causes including environmental stresses, metabolic disorders, malnutrition, the presence of particular chronic infections (e.g., HIV), or treatment of medical conditions with immune suppressive drugs (e.g., corticosteroids and treatments for cancer and autoimmune disorders, etc.) (<xref ref-type="bibr" rid="B12">Chinen and Shearer, 2010</xref>). All immunocompromised patients rely on a readily available arsenal of antibiotics should they get sick as their own immune response is hindered from dealing with the pathogen. Often these patients are treated aggressively to ensure that the infection is cleared as quickly as possible to prevent long term consequences associated with chronic infections but treatment is hampered by the lack of a supportive immune system (<xref ref-type="bibr" rid="B3">Ankomah and Levin, 2014</xref>).</p>
</sec>
</sec>
<sec id="s3">
<title>Potential Solutions to Antibiotic Failure</title>
<p>Antibiotic failure is not due to a single cause and the medical consequences of such failure are diverse and potentially far-reaching. Therefore, it is likely that multi-pronged approaches will be required to address these issues in the coming years. In the following section, we focus on emerging strategies to address antibiotic failure, examining emerging technology from both a diagnostic perspective as well as a therapeutic standpoint (<xref ref-type="fig" rid="F1">Figure 1</xref>) with a particular emphasis on the antibiotic failure scenarios described above.</p>
<sec id="s3-1">
<title>Biofilm Specific Therapies</title>
<p>Current treatment options for biofilm associated infections include debridement of the infected site to try and remove the damaged tissue plus biofilm or infected implant followed by the prescription of a course of antibiotics to try and control the infection at the infected site as well as prevent dissemination to other parts of the body (<xref ref-type="bibr" rid="B32">Koo et al., 2017</xref>). Depending on the degree to which the biofilm infection has penetrated into the underlying tissue and the damage and inflammation present in the surrounding area, this type of biofilm treatment regimen can be quite invasive and still leaves the patient with a serious wound that may be susceptible to re-infection. In addition, due to the strong possibility that the biofilm persists, aggressive treatment with last resort antibiotics is often employed (<xref ref-type="bibr" rid="B67">Wu et al., 2015</xref>), further compounding the overuse of antibiotics. As mentioned above, no antibiofilm specific therapeutic has been approved for clinical use.</p>
<p>One of the simplest ways of addressing biofilms on implanted medical devices is to prevent them from developing in the first place. Numerous strategies have been employed to develop various bio-compatible coatings for these devices. Examples include the incorporation of metals such as silver (<xref ref-type="bibr" rid="B65">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B31">Ishihama et al., 2021</xref>) or copper (<xref ref-type="bibr" rid="B20">Gomes et al., 2020</xref>), incorporation of synthetic antimicrobial peptides (<xref ref-type="bibr" rid="B52">Riool et al., 2017</xref>; <xref ref-type="bibr" rid="B69">Yu et al., 2017</xref>) or encapsulating antimicrobial agents that are slowly released over time (<xref ref-type="bibr" rid="B60">St&#xe6;rk et al., 2021</xref>) to prevent biofilm attachment and proliferation.</p>
<p>Targeting the extracellular matrix of biofilms may be possible through the use of exopolysaccharide degrading enzymes (<xref ref-type="bibr" rid="B8">Baker et al., 2016</xref>), proteases to target proteins within the extracellular biofilm matrix (<xref ref-type="bibr" rid="B7">Baidamshina et al., 2017</xref>) or DNases to break down extracellular DNA (<xref ref-type="bibr" rid="B43">Okshevsky et al., 2015</xref>). The idea is that dispersing the cells within a biofilm would return them to their susceptible planktonic state thereby making them susceptible to the effects of antibiotics. This is why dispersal agents would be best used in combination with some type of antibiotic. Chemical compounds may also be used to stimulate biofilm dispersal such as nitric oxide (<xref ref-type="bibr" rid="B29">Howlin et al., 2017</xref>) or quorum-sensing inhibitors (<xref ref-type="bibr" rid="B11">Brackman and Coenye, 2015</xref>).</p>
<p>Host defence peptides (HDPs) are natural antimicrobial compounds produced by virtually all complex life forms consisting of short cationic and amphipathic polypeptide chains that have both antimicrobial and immunomodulatory functions <italic>in vivo</italic> (<xref ref-type="bibr" rid="B26">Haney et al., 2019</xref>; <xref ref-type="bibr" rid="B39">Mookherjee et al., 2020</xref>). HDPs have recently garnered significant interest as a potential source of biofilm specific therapeutics stemming from the observation that a human HDP, LL-37, prevented biofilm formation in <italic>Pseudomonas aeruginosa</italic> at sub-inhibitory concentrations (<xref ref-type="bibr" rid="B45">Overhage et al., 2008</xref>). Since that observation, many natural and synthetic peptides have been identified that also exert antibiofilm specific activity that is mechanistically different from the effects of HDPs on planktonic bacteria (<xref ref-type="bibr" rid="B16">de la Fuente-N&#xfa;&#xf1;ez et al., 2014</xref>; <xref ref-type="bibr" rid="B24">Haney et al., 2018</xref>). Importantly, many antibiofilm peptides have demonstrated efficacy in various animal models of biofilm-associated infections including infections of the skin (<xref ref-type="bibr" rid="B48">Pfalzgraff et al., 2018</xref>), sinuses (<xref ref-type="bibr" rid="B2">Alford et al., 2021</xref>) and abscesses (<xref ref-type="bibr" rid="B36">Mansour et al., 2016</xref>; <xref ref-type="bibr" rid="B50">Pletzer et al., 2018</xref>) as well as in human organoid models (<xref ref-type="bibr" rid="B66">Wu et al., 2021</xref>). The mechanism of action used by antibiofilm HDPs to kill biofilm cells is likely complex (<xref ref-type="bibr" rid="B21">Hancock et al., 2021</xref>) but has been shown to involve the targeting of guanosine tetraphosphate which is an important cell signalling molecule involved in the stringent stress response across many bacterial species (<xref ref-type="bibr" rid="B16">de la Fuente-N&#xfa;&#xf1;ez et al., 2014</xref>). Overall, antibiofilm peptides represent a promising broad-spectrum therapeutic to treat biofilm-associated infections in the clinic.</p>
</sec>
<sec id="s3-2">
<title>Host Directed Therapies</title>
<p>Host directed therapies are treatments targeted to a host specific mechanism that can limit infection and may include excitement of a protective innate or adaptive immune response, inhibition of a host pathway that is required for infection, repairing or complementing a host defect (e.g., mutation) that leads to enhance susceptibility to infection, or restoring healthy microbial balance. As such, host directed therapies for infectious diseases are being increasingly explored as a way to mitigate antibiotic failure in immunocompromised patients and/or limit the general overuse of antibiotics. Certainly, among patients with primary immunodeficiencies, developing treatments aimed at mitigating or curing the causative genetic defect would have a tremendous impact on preventing infections in immunocompromised patients. Indeed, recent advances in gene therapy and the prospect of gene editing offered by CRISPR/Cas9 provides significant optimism for reversing many of these conditions in the near future (<xref ref-type="bibr" rid="B10">Booth et al., 2019</xref>). However, gene therapy may not be possible in all situations and in many cases the condition may not afflict a large enough population of patients, thereby making it difficult to attract the research and development efforts of pharmaceutical companies. Furthermore, patients with secondary immunodeficiencies likely have multiple immune pathways that are impacted by the presence of an infection or some immune suppressing drug regimen that genetic therapies alone are likely insufficient to completely address their underlying condition while adequately protecting against invading pathogens. Recently, we described a strategy whereby screening of a CRISPR/Cas9 mutant library in THP1 monocytes for deficiencies in uptake of <italic>Salmonella</italic>, led to the description of 183 potential targets for host directed therapy to mitigate such infections (<xref ref-type="bibr" rid="B68">Yeung et al., 2019</xref>).</p>
</sec>
<sec id="s3-3">
<title>Rapid Diagnostic Tests</title>
<p>When it comes to treating infections, particularly when sepsis is suspected, speed is of the essence. As mentioned above, there is a stiff penalty for every hour&#x2019;s delay in initiation of appropriate therapy, e.g., potent antibiotics. Conversely, we do not want to use our most important and potent antibiotics in patients who are not at risk for sepsis, due to the potential for antibiotic resistance development. Conventional microbiological methods often take &#x003e;24&#x00a0;h to pinpoint the causative bacteria species and identify an antibiotic that could be used for empirical treatment (<xref ref-type="bibr" rid="B72">Reller et al., 2009</xref>). An additional factor that is often underappreciated is that antibiotic susceptibility may be altered due to the use of <italic>in vitro</italic> growth conditions that are not reflective of <italic>in vivo</italic> conditions (<xref ref-type="bibr" rid="B71">Ersoy et al., 2017</xref>; <xref ref-type="bibr" rid="B70">Belanger et al., 2020</xref>), potentially leading to inappropriate antibiotic use with limited clinical benefit. For these reasons, significant efforts are underway to develop rapid diagnostics that can characterize the bacterial, fungal or viral source of an infections to enable application of appropriate therapeutics. Molecular diagnostic tests using PCR or mass spectrometry based technology are now available and can detect the presence of multiple pathogens in blood samples in a few hours, with some even detecting specific antimicrobial resistance genes (<xref ref-type="bibr" rid="B1">Afshari et al., 2012</xref>; <xref ref-type="bibr" rid="B62">Sullivan and Dien Bard, 2019</xref>).</p>
<p>Since sepsis is caused by a dysfunctional immune response, several groups have begun to examine whether the immune response itself could serve as a basis for a molecular diagnostic for sepsis. Early work from our research group identified a 31-gene expression signature, that was present in sepsis patients in the emergency room and reflected an immune dysfunction due to cellular reprogramming (<xref ref-type="bibr" rid="B47">Pena et al., 2014</xref>); it was recently reduced to 8 genes (<xref ref-type="bibr" rid="B6">Baghela et al., 2022</xref>). Likewise, other molecular signatures of sepsis in ICU patients have been reported in the literature (<xref ref-type="bibr" rid="B55">Scicluna et al., 2015</xref>; <xref ref-type="bibr" rid="B63">Sweeney et al., 2016</xref>) and may serve as a basis to develop novel sepsis diagnostics. Indeed, one test, SeptiCyte LAB, is already approved for use on sepsis patients in the ICU (<xref ref-type="bibr" rid="B38">Miller et al., 2018</xref>). More recent work has revealed the presence of endotypes of disease severity in individual sepsis patients, that can be assessed in the ER (<xref ref-type="bibr" rid="B6">Baghela et al., 2022</xref>). These endotypes reflect novel underlying mechanisms driving sepsis, differ in severity, and can be diagnosed using 2-gene expression signatures, which could be used as the basis to stratify sepsis patients into different (personalized) treatment groups.</p>
</sec>
<sec id="s3-4">
<title>Immune Modulators</title>
<p>An alternative host-directed strategy is to selectively modulate innate immunity to boost protective immunity, a tactic that has been used extensively in anti-viral therapy and to a lesser extent for bacterial infections (<xref ref-type="bibr" rid="B23">Hancock et al., 2012</xref>). Many strategies are being developed, including HDPs, that modulate the immune response due to an infection in a fairly unique way. Natural HDPs have the ability to influence a range of innate immune responses <italic>in vivo</italic> (<xref ref-type="bibr" rid="B22">Hancock et al., 2016</xref>). In general, HDPs promote immune functions which aid in the clearance of a pathogen such as upregulating the production of various chemokines that attract white blood cells to an infection site while at the same time, suppressing the potentially harmful effects of inflammation. These immunomodulatory effects can be specifically optimized in synthetic peptide sequences (<xref ref-type="bibr" rid="B25">Haney et al., 2015</xref>) and the immunomodulatory effects of synthetic HDPs can provide protection against a range of bacterial infections (<xref ref-type="bibr" rid="B56">Scott et al., 2007</xref>; <xref ref-type="bibr" rid="B35">Mansour et al., 2015</xref>). While not specifically explored in the context of immune compromised patients, it is conceivable that this patient population could potentially benefit from such a therapeutic approach, as would the general population.</p>
<p>Although discussed in the context of microbiota displacement therapy, probiotic organisms are also immune modulators (<xref ref-type="bibr" rid="B14">Cosseau et al., 2008</xref>; <xref ref-type="bibr" rid="B15">Cristofori et al., 2021</xref>). Indeed, combinations of respiratory microbes are a known anti-infective strategy used for lower respiratory infections in Latin America (<xref ref-type="bibr" rid="B17">Del-Rio-Navarro et al., 2012</xref>). Also, probiotics represent a strategy that is effective in decreasing the rate of sepsis in pre-term infants (<xref ref-type="bibr" rid="B5">Athalye-Jape and Patole, 2019</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>AMR remains one of the most significant issues facing mankind and continued research into antibiotic discovery and clinical development of new antimicrobials should be prioritized and accelerated in the coming years. However, while providing new chemicals capable of killing resistant bacterial pathogens may alleviate the pressure arising from circulating AMR genes, such molecules do not address the root cause of why many antibiotics already fail, and antibiotic failure will continue to place a significant burden on global health.</p>
<p>There are substantial benefits to addressing antibiotic failure. Developing appropriate therapies to specifically target biofilm-associated infections would reduce the use of broad-spectrum antibiotics currently used to treat such infections, thereby reducing selective pressure for AMR development. Likewise, the development of rapid diagnostic tests capable of identifying specific bacterial or viral pathogens would provide clinicians with important information to initiate appropriate drug regimens that are tailored to each patient and reduce the use of antibiotics when unnecessary. Additionally, the costs associated with treating chronic (often biofilm) infections (<xref ref-type="bibr" rid="B42">Nussbaum et al., 2018</xref>) and severe sepsis (<xref ref-type="bibr" rid="B46">Paoli et al., 2018</xref>) are among the highest of all healthcare costs, so the financial incentives to solving antibiotic failure go well beyond the potential costs associated with developing new treatment strategies.</p>
<p>Indeed, antibiotic failure is not an issue that will go away simply by expanding our available chemical arsenal against pathogenic microbes. Addressing antibiotic failure will require an improved understanding of how microbes infect their hosts and understanding the complexities of the immune response when challenged with a pathogen. In addition, innovations in therapeutics and diagnostics that address fundamental processes related to antibiotic failure, beyond AMR, are required to reduce the incidence of antibiotic failure and provide clinicians with a full arsenal of tools to treat infectious diseases.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>RH gratefully acknowledges funding from the Canadian Institutes for Health Research (FDN-154287). This work was also supported by NMIN (the NanoMedicines Innovation Network), a member of the Networks of Centres of Excellence Canada program. The content is solely the responsibility of the authors and does not necessarily represent the official views of the Canadian Institutes for Health Research or NMIN. The content is solely the responsibility of the authors and does not necessarily represent the official views of the Canadian Institutes for Health Research.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>EH and RH have invented and filed for patent protection on related antibiofilm peptide sequences. This patent has been assigned to their employer, the University of British Columbia, and has been licensed to ABT Innovations Inc., in which both have an ownership position. RH has filed patents related to sepsis gene expression signatures and licenced this to Sepset Biosciences Inc., a Vancouver company in which he has a significant ownership position. ABT Innovations Inc. and Sepset Biosciences Inc. are subsidiaries of ASEP Medical Holdings. EH is employed by the ASEP and receives salary while RH holds an executive position and is on the Board of ASEP.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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