{"title":"探针捕获靶向下一代测序:败血症中病原体和抗菌素耐药性检测的新方法","authors":"Chitra Ravi, Adam D. Irwin, Patrick N. A. Harris","doi":"10.1002/ctd2.70079","DOIUrl":null,"url":null,"abstract":"<p>Sepsis is a syndrome of life-threatening organ dysfunction caused by a dysregulated immune response to infection.<span><sup>1, 2</sup></span> It is a global health priority as recognised by the World Health Organisation<span><sup>3</sup></span> and according to the Global Burden of Disease Study 2017, 11 million sepsis related fatalities and 48.9 million sepsis episodes occurred globally in 2017.<span><sup>4</sup></span> Bloodstream infections (BSIs), defined by the presence of viable bacteria (or fungi) in the bloodstream, are an important cause of sepsis.<span><sup>5, 6</sup></span> Early identification of a causative pathogen and its antimicrobial resistance (AMR) profile is essential for appropriate and timely treatment.<span><sup>7, 8</sup></span> However, using the current gold standard of microbial identification through blood cultures (BCs), a causative pathogen is only detected in around 30% of cases.<span><sup>9</sup></span> Although culture-based methods are inexpensive and simple, their turnaround time (TAT) can stretch to several days<span><sup>10</sup></span> (Figure 1), delaying diagnoses and leading to inappropriate antimicrobial treatment.<span><sup>11</sup></span> Furthermore, BCs may fail due to slow-growing, fastidious or non-culturable microbes, low microbial load or prior antibiotic treatment.<span><sup>12-14</sup></span> Clinical metagenomic next-generation sequencing (mNGS) uses untargeted shotgun sequencing of all DNA or RNA in a sample to identify microbial genomes present in the sample<span><sup>15-18</sup></span> (Figure 1). mNGS provides a high-throughput pathogen detection method and is increasingly employed in various infectious syndromes, including BSI,<span><sup>19, 20</sup></span> central nervous system,<span><sup>21</sup></span> bone and joint,<span><sup>22</sup></span> respiratory infections.<span><sup>23</sup></span> Although mNGS is pathogen agnostic and could be quicker than BC (Figure 1), sensitivity can be compromised due to high human DNA background (>99%) in blood samples and low microbial loads during BSI (1–10 colony-forming units [CFU]/mL).<span><sup>24-27</sup></span> Thus, a more sensitive approach for diagnosing BSI using NGS is urgently required.</p><p>Targeted NGS (tNGS) is an approach that selectively amplifies specific genomic regions or gene sequences, such as AMR determinants. This targeted enrichment enhances sensitivity and minimises host nucleic acid background, offering improved performance over untargeted shotgun mNGS.<span><sup>32</sup></span> An example of tNGS is hybridisation-based probe-capture metagenomics. Short DNA/RNA oligonucleotide probes (or “baits”) are designed to be complementary to various pathogen sequences and can be designed to identify over 3,000 species.<span><sup>33-35</sup></span> This method enables greater genome coverage by using overlapping probes, ensuring more comprehensive target capture and reduced background or host DNA<span><sup>32, 36</sup></span> (Figure 2). Although RNA probes offer greater sensitivity and hybridisation stability than DNA probes, thereby improving hybrid capture efficiency, their inherent instability and careful handling requirements have led to the preferred use of DNA probes (Figure 2).<span><sup>37</sup></span> Probe-capture was initially developed for human genomic studies to identify disease-associated mutations and rare variants in human genomes<span><sup>38</sup></span> and has also been developed for NGS platforms like Illumina and Agilent genomics.<span><sup>39, 40</sup></span> This capture approach has shown effectiveness in investigating mitochondrial disorders,<span><sup>41, 42</sup></span> and screening of potential genetic variants in patients with cancer.<span><sup>43, 44</sup></span> The effectiveness of probe-capture has been demonstrated for infectious disease surveillance<span><sup>45, 46</sup></span> and detection of an array of pathogens, including viruses such as HIV,<span><sup>47</sup></span> HCV<span><sup>48</sup></span> and severe acute respiratory syndrome coronavirus 2,<span><sup>49</sup></span> bacteria such as <i>Mycobacterium tuberculosis</i><span><sup>50</sup></span> and fungi such as <i>Candida albicans</i>.<span><sup>51</sup></span> The design of these oligonucleotide panels can be either customised from synthetic DNA manufacturing platforms (e.g. Integrated DNA Technologies<span><sup>52</sup></span> and Twist Bioscience<span><sup>53</sup></span>) or bought as pre-designed commercial panels (e.g. Comprehensive Viral Research Panel, Twist Bioscience).<span><sup>54</sup></span> Furthermore, comprehensive AMR panels capable of sequencing a multitude of AMR genes are available from various sequencing platforms, including Illumina (e.g. Illumina Respiratory Pathogen ID/AMR Enrichment Panel [RPIP] Kit)<span><sup>55, 56</sup></span> and Ion Torrent GeneStudio (DARTE-QM).<span><sup>57</sup></span></p><p>Probe-capture tNGS has successfully been utilised to identify BSI pathogens from whole blood and plasma samples.<span><sup>33, 59, 60</sup></span> Sun and colleagues demonstrated that a probe-capture technique had a higher pathogen detection rate compared to BCs (51.6% vs. 17.4%, <i>p </i>< 0.001), and when combined with both BCs and real-time polymerase chain reaction (PCR), probe-capture had a concordance rate of 91.8% with a sensitivity and specificity of 100% and 87.1%, respectively. Based on the probe-capture results, antibiotic therapy was successfully adjusted for 64 (34.8%) patients and 41 (22.3%) showed a more than 2-point reduction in the Sequential Organ Failure Assessment (SOFA) score post-antibiotic adjustments.<span><sup>59</sup></span> This study also demonstrated the possibility of obtaining final reports within 24 h, significantly shorter compared to BCs (median TAT of 19.1 vs. 111 h, <i>p </i>< 0.001). Although specific PCR can provide rapid pathogen identification in clinical diagnosis within 12 h<span><sup>61</sup></span> and has been shown to be more sensitive than mNGS, it is not as agnostic as probe-capture.<span><sup>62</sup></span> Commercial PCR panels, such as the BioFire Blood Culture Identification (BCID) 2, require positive BCs, delaying TAT.<span><sup>63</sup></span> In a prospective study evaluating 80 patients with suspected BSI, probe-capture demonstrated faster TAT as well as higher sensitivity compared to both BC (91.3% vs. 23.2%, <i>p </i>< 0.001) and mNGS (91.3% vs. 63.9%, <i>p </i>= 0.001). Additionally, 22/80 (31.9%) of patients showed clinical improvement post-therapy adjustments based on probe-capture results.<span><sup>33</sup></span></p><p>While probe-capture tNGS offers significant advantages over conventional and shotgun-based approaches, several practical and technical limitations must be considered for its broader clinical implementation. These include a need for a known reference genome or transcriptome for probe design, a hurdle when it comes to identifying novel pathogens where reference data are limited.<span><sup>64</sup></span> Utilising a defined panel can limit detection of novel pathogens, as these probes can tolerate up to 20% difference with over 50% coverage to the reference genome and cannot identify more divergent organisms.<span><sup>65</sup></span> Probe-capture approach is challenging for hypervariable sequences, such as in pathogens with high mutation rates and potential for decreased capture performance with increasing divergence between probe and target.<span><sup>66-68</sup></span> Moreover, probe-capture can be less effective for highly repetitive regions or those with high guanine-cytosine content, as it presents complexity with probe design and hybridisation.<span><sup>69</sup></span> Furthermore, this approach could have additional bioinformatics challenges, including hybridisation bias and complications in downstream analysis, such as off-target capture and chimeric reads that complicate processing.<span><sup>46, 70, 71</sup></span> Finally, this approach could incur substantial cost and significant time investments with complex workflows.<span><sup>54, 72</sup></span></p><p>Despite these challenges, probe-capture tNGS remains a highly promising and potentially transformative approach for infectious disease diagnostics, including sepsis diagnostics. Its ability to deliver robust and precise pathogen and AMR genes even in samples with low microbial loads and high host background addresses key limitations of conventional and shotgun-based mNGS methods.<span><sup>18, 59</sup></span> This positions probe-capture as a valuable tool not only for diagnostics but also for AMR stewardship and surveillance initiatives.<span><sup>59</sup></span> Moreover, its potential for integration into centralised clinical laboratories paves the way for rapid, actionable diagnostics in critical care settings where time-sensitive decisions are critical. The clinical utility of probe-capture tNGS must now be rigorously evaluated, ideally through randomised clinical trials focusing on patient-centred outcomes to ensure meaningful translational impact.<span><sup>33, 59</sup></span></p><p>All authors contributed equally to this work.</p><p>The authors declare no conflict of interest.</p><p>This work was supported by the National Health and Medical Research Council, a Clinical Research Fellowship from Queensland Health and Queensland Children's Hospital Foundation.</p><p>Ethical clearances not required.</p>","PeriodicalId":72605,"journal":{"name":"Clinical and translational discovery","volume":"5 4","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2025-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ctd2.70079","citationCount":"0","resultStr":"{\"title\":\"Probe-capture targeted next-generation sequencing: A novel approach for pathogen and antimicrobial resistance detection in sepsis\",\"authors\":\"Chitra Ravi, Adam D. 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Harris\",\"doi\":\"10.1002/ctd2.70079\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Sepsis is a syndrome of life-threatening organ dysfunction caused by a dysregulated immune response to infection.<span><sup>1, 2</sup></span> It is a global health priority as recognised by the World Health Organisation<span><sup>3</sup></span> and according to the Global Burden of Disease Study 2017, 11 million sepsis related fatalities and 48.9 million sepsis episodes occurred globally in 2017.<span><sup>4</sup></span> Bloodstream infections (BSIs), defined by the presence of viable bacteria (or fungi) in the bloodstream, are an important cause of sepsis.<span><sup>5, 6</sup></span> Early identification of a causative pathogen and its antimicrobial resistance (AMR) profile is essential for appropriate and timely treatment.<span><sup>7, 8</sup></span> However, using the current gold standard of microbial identification through blood cultures (BCs), a causative pathogen is only detected in around 30% of cases.<span><sup>9</sup></span> Although culture-based methods are inexpensive and simple, their turnaround time (TAT) can stretch to several days<span><sup>10</sup></span> (Figure 1), delaying diagnoses and leading to inappropriate antimicrobial treatment.<span><sup>11</sup></span> Furthermore, BCs may fail due to slow-growing, fastidious or non-culturable microbes, low microbial load or prior antibiotic treatment.<span><sup>12-14</sup></span> Clinical metagenomic next-generation sequencing (mNGS) uses untargeted shotgun sequencing of all DNA or RNA in a sample to identify microbial genomes present in the sample<span><sup>15-18</sup></span> (Figure 1). mNGS provides a high-throughput pathogen detection method and is increasingly employed in various infectious syndromes, including BSI,<span><sup>19, 20</sup></span> central nervous system,<span><sup>21</sup></span> bone and joint,<span><sup>22</sup></span> respiratory infections.<span><sup>23</sup></span> Although mNGS is pathogen agnostic and could be quicker than BC (Figure 1), sensitivity can be compromised due to high human DNA background (>99%) in blood samples and low microbial loads during BSI (1–10 colony-forming units [CFU]/mL).<span><sup>24-27</sup></span> Thus, a more sensitive approach for diagnosing BSI using NGS is urgently required.</p><p>Targeted NGS (tNGS) is an approach that selectively amplifies specific genomic regions or gene sequences, such as AMR determinants. This targeted enrichment enhances sensitivity and minimises host nucleic acid background, offering improved performance over untargeted shotgun mNGS.<span><sup>32</sup></span> An example of tNGS is hybridisation-based probe-capture metagenomics. Short DNA/RNA oligonucleotide probes (or “baits”) are designed to be complementary to various pathogen sequences and can be designed to identify over 3,000 species.<span><sup>33-35</sup></span> This method enables greater genome coverage by using overlapping probes, ensuring more comprehensive target capture and reduced background or host DNA<span><sup>32, 36</sup></span> (Figure 2). Although RNA probes offer greater sensitivity and hybridisation stability than DNA probes, thereby improving hybrid capture efficiency, their inherent instability and careful handling requirements have led to the preferred use of DNA probes (Figure 2).<span><sup>37</sup></span> Probe-capture was initially developed for human genomic studies to identify disease-associated mutations and rare variants in human genomes<span><sup>38</sup></span> and has also been developed for NGS platforms like Illumina and Agilent genomics.<span><sup>39, 40</sup></span> This capture approach has shown effectiveness in investigating mitochondrial disorders,<span><sup>41, 42</sup></span> and screening of potential genetic variants in patients with cancer.<span><sup>43, 44</sup></span> The effectiveness of probe-capture has been demonstrated for infectious disease surveillance<span><sup>45, 46</sup></span> and detection of an array of pathogens, including viruses such as HIV,<span><sup>47</sup></span> HCV<span><sup>48</sup></span> and severe acute respiratory syndrome coronavirus 2,<span><sup>49</sup></span> bacteria such as <i>Mycobacterium tuberculosis</i><span><sup>50</sup></span> and fungi such as <i>Candida albicans</i>.<span><sup>51</sup></span> The design of these oligonucleotide panels can be either customised from synthetic DNA manufacturing platforms (e.g. Integrated DNA Technologies<span><sup>52</sup></span> and Twist Bioscience<span><sup>53</sup></span>) or bought as pre-designed commercial panels (e.g. Comprehensive Viral Research Panel, Twist Bioscience).<span><sup>54</sup></span> Furthermore, comprehensive AMR panels capable of sequencing a multitude of AMR genes are available from various sequencing platforms, including Illumina (e.g. Illumina Respiratory Pathogen ID/AMR Enrichment Panel [RPIP] Kit)<span><sup>55, 56</sup></span> and Ion Torrent GeneStudio (DARTE-QM).<span><sup>57</sup></span></p><p>Probe-capture tNGS has successfully been utilised to identify BSI pathogens from whole blood and plasma samples.<span><sup>33, 59, 60</sup></span> Sun and colleagues demonstrated that a probe-capture technique had a higher pathogen detection rate compared to BCs (51.6% vs. 17.4%, <i>p </i>< 0.001), and when combined with both BCs and real-time polymerase chain reaction (PCR), probe-capture had a concordance rate of 91.8% with a sensitivity and specificity of 100% and 87.1%, respectively. Based on the probe-capture results, antibiotic therapy was successfully adjusted for 64 (34.8%) patients and 41 (22.3%) showed a more than 2-point reduction in the Sequential Organ Failure Assessment (SOFA) score post-antibiotic adjustments.<span><sup>59</sup></span> This study also demonstrated the possibility of obtaining final reports within 24 h, significantly shorter compared to BCs (median TAT of 19.1 vs. 111 h, <i>p </i>< 0.001). Although specific PCR can provide rapid pathogen identification in clinical diagnosis within 12 h<span><sup>61</sup></span> and has been shown to be more sensitive than mNGS, it is not as agnostic as probe-capture.<span><sup>62</sup></span> Commercial PCR panels, such as the BioFire Blood Culture Identification (BCID) 2, require positive BCs, delaying TAT.<span><sup>63</sup></span> In a prospective study evaluating 80 patients with suspected BSI, probe-capture demonstrated faster TAT as well as higher sensitivity compared to both BC (91.3% vs. 23.2%, <i>p </i>< 0.001) and mNGS (91.3% vs. 63.9%, <i>p </i>= 0.001). Additionally, 22/80 (31.9%) of patients showed clinical improvement post-therapy adjustments based on probe-capture results.<span><sup>33</sup></span></p><p>While probe-capture tNGS offers significant advantages over conventional and shotgun-based approaches, several practical and technical limitations must be considered for its broader clinical implementation. These include a need for a known reference genome or transcriptome for probe design, a hurdle when it comes to identifying novel pathogens where reference data are limited.<span><sup>64</sup></span> Utilising a defined panel can limit detection of novel pathogens, as these probes can tolerate up to 20% difference with over 50% coverage to the reference genome and cannot identify more divergent organisms.<span><sup>65</sup></span> Probe-capture approach is challenging for hypervariable sequences, such as in pathogens with high mutation rates and potential for decreased capture performance with increasing divergence between probe and target.<span><sup>66-68</sup></span> Moreover, probe-capture can be less effective for highly repetitive regions or those with high guanine-cytosine content, as it presents complexity with probe design and hybridisation.<span><sup>69</sup></span> Furthermore, this approach could have additional bioinformatics challenges, including hybridisation bias and complications in downstream analysis, such as off-target capture and chimeric reads that complicate processing.<span><sup>46, 70, 71</sup></span> Finally, this approach could incur substantial cost and significant time investments with complex workflows.<span><sup>54, 72</sup></span></p><p>Despite these challenges, probe-capture tNGS remains a highly promising and potentially transformative approach for infectious disease diagnostics, including sepsis diagnostics. Its ability to deliver robust and precise pathogen and AMR genes even in samples with low microbial loads and high host background addresses key limitations of conventional and shotgun-based mNGS methods.<span><sup>18, 59</sup></span> This positions probe-capture as a valuable tool not only for diagnostics but also for AMR stewardship and surveillance initiatives.<span><sup>59</sup></span> Moreover, its potential for integration into centralised clinical laboratories paves the way for rapid, actionable diagnostics in critical care settings where time-sensitive decisions are critical. 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引用次数: 0
摘要
脓毒症是一种危及生命的器官功能障碍综合征,由对感染的免疫反应失调引起。1,2根据世界卫生组织(World health组织)的认可,这是一个全球卫生优先事项3,根据2017年全球疾病负担研究,2017年全球发生了1100万例败血症相关死亡和4890万例败血症发作。血液感染(bsi)是由血液中存在活菌(或真菌)定义的,是败血症的重要原因。5,6病原及其抗微生物药物耐药性(AMR)谱的早期识别对于适当和及时的治疗至关重要。然而,使用目前通过血液培养(bc)进行微生物鉴定的金标准,仅在约30%的病例中检测到致病病原体尽管基于培养的方法既便宜又简单,但其周转时间(TAT)可能会延长至数天(图1),从而延误诊断并导致不适当的抗菌治疗11此外,BCs可能由于生长缓慢,挑剔或不可培养的微生物,低微生物负荷或先前的抗生素治疗而失败。12-14临床宏基因组新一代测序(mNGS)使用对样本中所有DNA或RNA的非靶向散弹枪测序来鉴定样本中存在的微生物基因组15-18(图1)。mNGS提供了一种高通量病原体检测方法,并越来越多地用于各种感染综合征,包括BSI,19, 20中枢神经系统,21骨和关节,22呼吸道感染23虽然mNGS与病原体无关,而且比BC更快(图1),但由于血液样本中人类DNA背景较高(>99%),而BSI期间微生物负荷较低(1 - 10菌落形成单位[CFU]/mL),敏感性可能会受到损害。因此,迫切需要一种使用NGS诊断BSI的更灵敏的方法。靶向NGS (tNGS)是一种选择性扩增特定基因组区域或基因序列(如AMR决定因子)的方法。这种靶向富集提高了灵敏度,最大限度地减少了宿主核酸背景,提供了比非靶向霰弹枪mNGS.32更好的性能tNGS的一个例子是基于杂交的探针捕获宏基因组学。短DNA/RNA寡核苷酸探针(或“诱饵”)被设计为各种病原体序列的补充,可以被设计为识别3000多种物种。33-35该方法通过使用重叠探针实现更大的基因组覆盖,确保更全面的目标捕获和减少背景或宿主DNA32, 36(图2)。尽管RNA探针比DNA探针具有更高的灵敏度和杂交稳定性,从而提高了杂交捕获效率,但其固有的不稳定性和小心处理要求导致首选使用DNA探针(图2)Probe-capture最初是为人类基因组研究开发的,用于识别人类基因组中的疾病相关突变和罕见变异38,也已开发用于Illumina和安捷伦基因组学等NGS平台。这种捕获方法在研究线粒体疾病41,42和筛查癌症患者的潜在遗传变异方面显示出有效性。43、44已证明探针捕获在传染病监测45、46和检测一系列病原体方面的有效性,包括艾滋病毒47、HCV48和严重急性呼吸系统综合征冠状病毒2、49等病毒49、结核分枝杆菌50等细菌和白色念珠菌51等真菌这些寡核苷酸面板的设计既可以从合成DNA制造平台定制(例如Integrated DNA Technologies52和Twist Bioscience53),也可以作为预先设计的商业面板购买(例如综合病毒研究面板,Twist Bioscience) 54此外,可以从各种测序平台获得能够测序多种AMR基因的综合AMR面板,包括Illumina(例如Illumina Respiratory Pathogen ID/AMR Enrichment Panel [rip] Kit)55、56和Ion Torrent GeneStudio (dart - qm)。57探针捕获tNGS已成功地用于从全血和血浆样本中鉴定BSI病原体。33,59,60 Sun及其同事证明探针捕获技术与bc相比具有更高的病原体检出率(51.6% vs. 17.4%, p <;当与bc和实时聚合酶链反应(PCR)联合使用时,探针捕获的一致性率为91.8%,敏感性和特异性分别为100%和87.1%。根据探针捕获结果,64例(34.8%)患者成功调整了抗生素治疗,41例(22.3%)患者在抗生素调整后的顺序器官衰竭评估(SOFA)评分降低了2分以上该研究还证明了在24小时内获得最终报告的可能性,与bc相比显着缩短(中位TAT为19.1比111小时,p <;0.001)。 虽然特异性PCR可以在12小时内提供临床诊断中的快速病原体鉴定,并且已被证明比mNGS更敏感,但它不像探针捕获那样具有不可知性在一项评估80例疑似BSI患者的前瞻性研究中,探针捕获显示出更快的TAT和更高的灵敏度,与两种BC相比(91.3% vs. 23.2%, p <;0.001)和mNGS (91.3% vs. 63.9%, p = 0.001)。此外,22/80(31.9%)的患者在基于探针捕获结果的治疗后调整中表现出临床改善。33虽然探针捕获的tNGS比传统的和基于猎枪的方法具有显著的优势,但在其更广泛的临床应用中,必须考虑到一些实际和技术上的限制。其中包括需要已知的参考基因组或转录组来设计探针,这是识别参考数据有限的新型病原体时的一个障碍使用已定义的面板可以限制新病原体的检测,因为这些探针可以容忍高达20%的差异,超过50%的覆盖率参考基因组,不能识别更多不同的生物体。65探针捕获方法对于高变序列具有挑战性,例如在具有高突变率的病原体中,随着探针和靶标之间的差异增加,捕获性能可能会降低。此外,对于高度重复区域或鸟嘌呤-胞嘧啶含量高的区域,探针捕获可能不太有效,因为它具有探针设计和杂交的复杂性此外,这种方法可能面临额外的生物信息学挑战,包括杂交偏差和下游分析中的并发症,如脱靶捕获和嵌合读取,使处理复杂化。46,70,71最后,这种方法在复杂的工作流程中可能会产生大量的成本和大量的时间投资。54,72尽管存在这些挑战,探针捕获tNGS仍然是传染病诊断(包括败血症诊断)的一种非常有前途和潜在的变革性方法。即使在低微生物负荷和高宿主背景的样品中,它也能提供强大而精确的病原体和AMR基因,这解决了传统和基于霰弹枪的mNGS方法的主要局限性。这使得探针捕获不仅是诊断的一种有价值的工具,而且也是抗菌素耐药性管理和监测行动的一种工具此外,它整合到集中临床实验室的潜力为在时间敏感的决策至关重要的重症监护环境中进行快速、可操作的诊断铺平了道路。现在必须严格评估探针捕获tNGS的临床应用,最好通过随机临床试验,关注以患者为中心的结果,以确保有意义的转化影响。所有作者对这项工作贡献均等。作者声明无利益冲突。这项工作得到了国家卫生和医学研究委员会、昆士兰卫生和昆士兰儿童医院基金会的临床研究奖学金的支持。不需要道德许可。
Probe-capture targeted next-generation sequencing: A novel approach for pathogen and antimicrobial resistance detection in sepsis
Sepsis is a syndrome of life-threatening organ dysfunction caused by a dysregulated immune response to infection.1, 2 It is a global health priority as recognised by the World Health Organisation3 and according to the Global Burden of Disease Study 2017, 11 million sepsis related fatalities and 48.9 million sepsis episodes occurred globally in 2017.4 Bloodstream infections (BSIs), defined by the presence of viable bacteria (or fungi) in the bloodstream, are an important cause of sepsis.5, 6 Early identification of a causative pathogen and its antimicrobial resistance (AMR) profile is essential for appropriate and timely treatment.7, 8 However, using the current gold standard of microbial identification through blood cultures (BCs), a causative pathogen is only detected in around 30% of cases.9 Although culture-based methods are inexpensive and simple, their turnaround time (TAT) can stretch to several days10 (Figure 1), delaying diagnoses and leading to inappropriate antimicrobial treatment.11 Furthermore, BCs may fail due to slow-growing, fastidious or non-culturable microbes, low microbial load or prior antibiotic treatment.12-14 Clinical metagenomic next-generation sequencing (mNGS) uses untargeted shotgun sequencing of all DNA or RNA in a sample to identify microbial genomes present in the sample15-18 (Figure 1). mNGS provides a high-throughput pathogen detection method and is increasingly employed in various infectious syndromes, including BSI,19, 20 central nervous system,21 bone and joint,22 respiratory infections.23 Although mNGS is pathogen agnostic and could be quicker than BC (Figure 1), sensitivity can be compromised due to high human DNA background (>99%) in blood samples and low microbial loads during BSI (1–10 colony-forming units [CFU]/mL).24-27 Thus, a more sensitive approach for diagnosing BSI using NGS is urgently required.
Targeted NGS (tNGS) is an approach that selectively amplifies specific genomic regions or gene sequences, such as AMR determinants. This targeted enrichment enhances sensitivity and minimises host nucleic acid background, offering improved performance over untargeted shotgun mNGS.32 An example of tNGS is hybridisation-based probe-capture metagenomics. Short DNA/RNA oligonucleotide probes (or “baits”) are designed to be complementary to various pathogen sequences and can be designed to identify over 3,000 species.33-35 This method enables greater genome coverage by using overlapping probes, ensuring more comprehensive target capture and reduced background or host DNA32, 36 (Figure 2). Although RNA probes offer greater sensitivity and hybridisation stability than DNA probes, thereby improving hybrid capture efficiency, their inherent instability and careful handling requirements have led to the preferred use of DNA probes (Figure 2).37 Probe-capture was initially developed for human genomic studies to identify disease-associated mutations and rare variants in human genomes38 and has also been developed for NGS platforms like Illumina and Agilent genomics.39, 40 This capture approach has shown effectiveness in investigating mitochondrial disorders,41, 42 and screening of potential genetic variants in patients with cancer.43, 44 The effectiveness of probe-capture has been demonstrated for infectious disease surveillance45, 46 and detection of an array of pathogens, including viruses such as HIV,47 HCV48 and severe acute respiratory syndrome coronavirus 2,49 bacteria such as Mycobacterium tuberculosis50 and fungi such as Candida albicans.51 The design of these oligonucleotide panels can be either customised from synthetic DNA manufacturing platforms (e.g. Integrated DNA Technologies52 and Twist Bioscience53) or bought as pre-designed commercial panels (e.g. Comprehensive Viral Research Panel, Twist Bioscience).54 Furthermore, comprehensive AMR panels capable of sequencing a multitude of AMR genes are available from various sequencing platforms, including Illumina (e.g. Illumina Respiratory Pathogen ID/AMR Enrichment Panel [RPIP] Kit)55, 56 and Ion Torrent GeneStudio (DARTE-QM).57
Probe-capture tNGS has successfully been utilised to identify BSI pathogens from whole blood and plasma samples.33, 59, 60 Sun and colleagues demonstrated that a probe-capture technique had a higher pathogen detection rate compared to BCs (51.6% vs. 17.4%, p < 0.001), and when combined with both BCs and real-time polymerase chain reaction (PCR), probe-capture had a concordance rate of 91.8% with a sensitivity and specificity of 100% and 87.1%, respectively. Based on the probe-capture results, antibiotic therapy was successfully adjusted for 64 (34.8%) patients and 41 (22.3%) showed a more than 2-point reduction in the Sequential Organ Failure Assessment (SOFA) score post-antibiotic adjustments.59 This study also demonstrated the possibility of obtaining final reports within 24 h, significantly shorter compared to BCs (median TAT of 19.1 vs. 111 h, p < 0.001). Although specific PCR can provide rapid pathogen identification in clinical diagnosis within 12 h61 and has been shown to be more sensitive than mNGS, it is not as agnostic as probe-capture.62 Commercial PCR panels, such as the BioFire Blood Culture Identification (BCID) 2, require positive BCs, delaying TAT.63 In a prospective study evaluating 80 patients with suspected BSI, probe-capture demonstrated faster TAT as well as higher sensitivity compared to both BC (91.3% vs. 23.2%, p < 0.001) and mNGS (91.3% vs. 63.9%, p = 0.001). Additionally, 22/80 (31.9%) of patients showed clinical improvement post-therapy adjustments based on probe-capture results.33
While probe-capture tNGS offers significant advantages over conventional and shotgun-based approaches, several practical and technical limitations must be considered for its broader clinical implementation. These include a need for a known reference genome or transcriptome for probe design, a hurdle when it comes to identifying novel pathogens where reference data are limited.64 Utilising a defined panel can limit detection of novel pathogens, as these probes can tolerate up to 20% difference with over 50% coverage to the reference genome and cannot identify more divergent organisms.65 Probe-capture approach is challenging for hypervariable sequences, such as in pathogens with high mutation rates and potential for decreased capture performance with increasing divergence between probe and target.66-68 Moreover, probe-capture can be less effective for highly repetitive regions or those with high guanine-cytosine content, as it presents complexity with probe design and hybridisation.69 Furthermore, this approach could have additional bioinformatics challenges, including hybridisation bias and complications in downstream analysis, such as off-target capture and chimeric reads that complicate processing.46, 70, 71 Finally, this approach could incur substantial cost and significant time investments with complex workflows.54, 72
Despite these challenges, probe-capture tNGS remains a highly promising and potentially transformative approach for infectious disease diagnostics, including sepsis diagnostics. Its ability to deliver robust and precise pathogen and AMR genes even in samples with low microbial loads and high host background addresses key limitations of conventional and shotgun-based mNGS methods.18, 59 This positions probe-capture as a valuable tool not only for diagnostics but also for AMR stewardship and surveillance initiatives.59 Moreover, its potential for integration into centralised clinical laboratories paves the way for rapid, actionable diagnostics in critical care settings where time-sensitive decisions are critical. The clinical utility of probe-capture tNGS must now be rigorously evaluated, ideally through randomised clinical trials focusing on patient-centred outcomes to ensure meaningful translational impact.33, 59
All authors contributed equally to this work.
The authors declare no conflict of interest.
This work was supported by the National Health and Medical Research Council, a Clinical Research Fellowship from Queensland Health and Queensland Children's Hospital Foundation.