镰刀菌对头颈部鳞状细胞癌具有毒性,它的存在可能会改善预后。

IF 20.1 1区 医学 Q1 ONCOLOGY Cancer Communications Pub Date : 2024-07-06 DOI:10.1002/cac2.12588
Anjali Chander, Jacopo Iacovacci, Aize Pellon, Rhadika Kataria, Anita Grigoriadis, John Maher, Cynthia Sears, Gilad Bachrach, Teresa Guerrero Urbano, Mary Lei, Imran Petkar, Anthony Kong, Tony Ng, Ester Orlandi, Nicola Alessandro Iacovelli, Loris De Cecco, Mara Serena Serafini, David Moyes, Tiziana Rancati, Miguel Reis Ferreira
{"title":"镰刀菌对头颈部鳞状细胞癌具有毒性,它的存在可能会改善预后。","authors":"Anjali Chander,&nbsp;Jacopo Iacovacci,&nbsp;Aize Pellon,&nbsp;Rhadika Kataria,&nbsp;Anita Grigoriadis,&nbsp;John Maher,&nbsp;Cynthia Sears,&nbsp;Gilad Bachrach,&nbsp;Teresa Guerrero Urbano,&nbsp;Mary Lei,&nbsp;Imran Petkar,&nbsp;Anthony Kong,&nbsp;Tony Ng,&nbsp;Ester Orlandi,&nbsp;Nicola Alessandro Iacovelli,&nbsp;Loris De Cecco,&nbsp;Mara Serena Serafini,&nbsp;David Moyes,&nbsp;Tiziana Rancati,&nbsp;Miguel Reis Ferreira","doi":"10.1002/cac2.12588","DOIUrl":null,"url":null,"abstract":"<p>Head and neck squamous cell carcinoma (HNSCC) is a devastating disease. Despite morbid treatment, 5-year survival rates remain poor (28%-67%) [<span>1</span>]. There is a significant knowledge gap regarding how the microbiota may impact HNSCC treatment efficacy [<span>2</span>]. We used microbiome data from two independent cohorts to test and validate the hypothesis that oral bacteria are associated with HNSCC prognosis and in vitro models to investigate mechanistic underpinnings. Methods are detailed in Supplementary Materials.</p><p>We first explored associations between the relative abundance (RA) of bacterial genera and overall survival (OS) time in 155 patients with mucosal HNSCC available in the Cancer Microbiome Atlas (TCMA, Supplementary Table S1, Supplementary Text). The distribution of bacterial genera is shown in Supplementary Figure S1. Linear stepwise and Cox regression modeling evaluated associations between these genera and OS/DSS. Only <i>Fusobacterium</i> detectability was associated with both better OS (hazard ratio [HR] = 0.35, 95% confidence interval [CI] = 0.15-0.83], <i>P</i> = 0.018, Supplementary Figure S2A) and better disease-specific survival (DSS; 0.28 [0.15-0.83], <i>P</i> = 0.031, Supplementary Figure S2B). Kaplan-Meier survival analysis mirrored these results (Figure 1A-B). Additionally, <i>Fusobacterium</i> was more abundant in tumors compared to normal tissue (Supplementary Figure S3A-B), whereas a cognate Gram-negative oral commensal anaerobe, <i>Prevotella</i>, was not (Supplementary Figure S3C-D). Receiver operating characteristic (ROC) analysis identified a <i>Fusobacterium</i> RA cutoff of 0.016 (specificity: 92.7%; sensitivity: 28.8%). Patients with RA above the threshold had better OS and DSS (Supplementary Figure S4).</p><p>Next, we questioned whether any particular <i>Fusobacterium</i> species were associated with survival. Patients were stratified into groups with detectable and undetectable species (Supplementary Figure S5). In Cox regression, only <i>Fusobacterium nucleatum</i> detectability was significantly associated with OS (HR: 0.43 [95% CI: 0.19-0.97], <i>p</i> = 0.042; Supplementary Figure S6). Kaplan-Meier modeling showed that <i>F. nucleatum</i> detectability was associated with improved OS (<i>P</i> &lt;0.001, Supplementary Figure S7A), with a trend for improved DSS (<i>P</i> = 0.096, Supplementary Figure S7B).</p><p>In multivariate Cox modeling with established predictors of survival (disease stage, smoking and Human Papilloma Virus [HPV] status), both <i>Fusobacterium</i> and <i>F. nucleatum</i> detectability were strongly associated with OS (<i>P</i> &lt; 0.001 for both, Supplementary Figures S8A/S9A) and DSS (<i>P</i> &lt; 0.001 and <i>P</i> = 0.015 for each respectively, Supplementary Figures S8B/S9B).</p><p>To test the validity of these results, we evaluated whether the abundance of <i>Fusobacterium</i> was also predictive of treatment efficacy in the separate MicroLearner cohort (<i>n</i> = 175; described in Supplementary Text and Supplementary Table S2) by dividing it into patient groups with <i>Fusobacterrium</i> RA either below (FusoLO) or above (FusoHI) the cohort median, as the commensal nature of <i>Fusobacterium</i> in the oral cavity makes detectability nearly universal in saliva [<span>3</span>]. We used progression-free survival (PFS) as an endpoint because, with a median follow-up of 33.6 months (range 4-57 months), very few deaths (<i>n</i> = 6, 3.4%) had occurred. FusoHI patients had a trend for better PFS (<i>P</i> = 0.054; Figure 1C). Only 10 events (15.6%) of progression were observed in patients with HPV-positive oropharyngeal cancer, so we conducted a separate analysis including all patients except these (“HPVneg cohort”; <i>n</i> = 111, 29.7% event rate), where FusoHI patients had significantly better PFS (<i>P</i> = 0.011, Figure 1D). ROC analysis identified a salivary <i>Fusobacterium</i> RA cutoff of 2.760 in this cohort (specificity: 65.2%; sensitivity: 55.8%). Patients with RA above this threshold had better PFS (Supplementary Figure S10). <i>F. nucleatum</i> (Fnuc) and <i>F. periodonticum</i> (Fper) were the most abundant fusobacterial species. There was a non-significant trend for better PFS in FnucHI (<i>F. nucleatum</i> RA &gt; median <i>F. nucleatum</i> RA) patients, but FperHI patients had significantly better PFS (<i>P</i> = 0.021; Supplementary Figure S11).</p><p>Given our clinical observations, we reasoned that <i>Fusobacterium</i> may contribute to HNSCC killing. We initially explored the effect of <i>F. nucleatum</i> on oral SCC (OSCC) evaluated with an ATP-based viability assay. TR146 cells were infected with <i>F. nucleatum</i> at multiplicity of infection (MOI) ranging from 0.5 to 5. With increasing MOI, a more significant reduction in OSCC cell viability was observed (Supplementary Figure S12A). Separate experiments using lactate dehydrogenase (LDH) activity and crystal violet assays validated these findings (Supplementary Figure S12B-C). We also tested whether the <i>F. nucleatum</i> medium caused any OSCC death if added without any previous contact with bacteria and confirmed that it did not (Supplementary Figure S12D). A significant decrease in viability was observed from 24h post-infection (Supplementary Figure S13).</p><p>To test whether the observed effects of <i>F. nucleatum</i> on OSCC cytotoxicity were strain-specific, cell-line specific and not a general characteristic of oral commensal anaerobes, we co-cultured multiple cell lines of OSCC (TR146, HN5 and HSC-3) with either of two <i>F. nucleatum</i> strains or <i>Prevotella oralis</i> (MOI = 100) and evaluated their effect on OSCC viability (Figure 1E), validated with a crystal violet assay (Supplementary Figure S14). <i>P. oralis</i>, like <i>F. nucleatum</i>, is an oral commensal Gram-negative anaerobe. <i>P. oralis</i> infection did not impact OSCC viability, while both <i>F. nucleatum</i> strains caused a reduction in OSCC viability. We next questioned whether other <i>Fusobacterium</i> species caused OSCC killing. We tested the effect of <i>F. periodonticum</i> on OSCC cultures at MOI 100 and found that it caused OSCC killing similarly to <i>F. nucleatum</i> (Figure 1F). At lower MOI (0.5-5), OSCC killing was also overall similar between the two species and rose with MOI (Supplementary Figure S15). These results suggest that other <i>Fusobacterium</i> species which are phylogenetically close to <i>F. nucleatum</i>, but not all oral commensal Gram-negative anaerobes can cause OSCC killing.</p><p>We next asked whether OSCC killing was mediated by a surface protein or by secreted compounds/metabolites (Figure 1G). Firstly, OSCC cells were infected with <i>F. nucleatum</i>, which was either alive or heat-inactivated (in<i>Fnuc</i>), and OSCC viability was assessed. We also tested whether the supernatant of <i>F. nucleatum</i> culture was sufficient to cause OSCC death. <i>F. nucleatum</i> supernatant caused OSCC killing, whereas fresh medium did not. Co-culture of <i>F. nucleatum</i> washed in fresh broth significantly attenuated OSCC killing compared to growth broth, suggesting continued production of supernatant in co-culture. in<i>Fnuc</i> caused OSCC killing only when added to co-culture with growth broth but not with fresh broth. Separately, we used transwell inserts to prevent direct contact of <i>F. nucleatum</i> with OSCC while allowing for any secreted molecules to move freely between them (Supplementary Figure S16). Significant cell killing was observed in transwell replicates, more substantially when <i>F. nucleatum</i> was in direct contact with OSCC, which may be attributable to higher local concentrations in direct contact co-culture compared to transwell replicates. Taken together, these results indicate that <i>F. nucleatum</i> mediates OSCC killing primarily via the bacterial secretome.</p><p>Although colorectal cancer studies indicate that <i>F. nucleatum</i> contributes to oncoprogression and treatment resistance, these bacteria are not common constituents of the normal intestinal microbiota, whereas they are common components of the normal oral microbiota [<span>4</span>]. Previous studies often assume that a higher tumoral abundance of <i>Fusobacterium</i>, which we also detected, indicates its oncogenic role [<span>5</span>]. However, our findings suggest that its presence may enhance HNSCC treatment efficacy. Limitations of this study are discussed in the Supplementary Text.</p><p>In summary, our preliminary research suggests that <i>Fusobacterium</i> actively determines survival outcomes in HNSCC. Ongoing research will validate its role as a predictive biomarker in HNSCC and dissect the mechanism by which fusobacteria cause HNSCC killing.</p><p>Miguel Reis Ferreira conceived and designed the study. Miguel Reis Ferreira, Anjali Chander, Aize Pellon and David Moyes designed the experiments. Jacopo Iacovacci and Tiziana Rancati designed and analyzed MicroLearner study data. Miguel Reis Ferreira, Anjali Chander and Jacopo Iacovacci analyzed the data. Jacopo Iacovacci, Rhadika Kataria, Anita Grigoriadis, David Moyes and Tiziana Rancati supported data analysis. Anjali Chander, Jacopo Iacovacci, Tiziana Rancati and Miguel Reis Ferreira reviewed the results, interpreted the data and wrote the manuscript. Anjali Chander, Jacopo Iacovacci, Aize Pellon, Rhadika Kataria, Anita Grigoriadis, John Maher, Cynthia Sears, Gilad Bachrach, Teresa Guerrero Urbano, Mary Lei, Imran Petkar, Anthony Kong, Tony Ng, Ester Orlandi, Nicola Alessandro Iacovelli, Loris De Cecco, Mara Serena Serafini, David Moyes, Tiziana Rancati and Miguel Reis Ferreira critically reviewed the manuscript for important intellectual content and approved the final version. Miguel Reis Ferreira has primary responsibility for the final content of the manuscript. All authors reviewed and approved the final manuscript for submission.</p><p>The authors declare no competing interests.</p><p>Wilson + Olegario: Philanthropy through Guys Cancer Charity (MRF) Guys Cancer Charity (MRF) Cancer Research UK through the City of London Cancer Centre (MRF) Fondazione Regionale per la Ricerca Biomedica, grant ID 2721017 (JI).</p><p>The MicroLearner observational study of the microbiome in patients treated with radiotherapy for head and neck and prostate cancers was registered on ClinicalTrials.gov (ID: NCT03294122) and approved by the local Ethical Committee (ID INT 11/17). All patients provided written informed consent and agreed that incidental findings would not be disclosed to them or any clinician.</p>","PeriodicalId":9495,"journal":{"name":"Cancer Communications","volume":null,"pages":null},"PeriodicalIF":20.1000,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cac2.12588","citationCount":"0","resultStr":"{\"title\":\"Fusobacterium is toxic for head and neck squamous cell carcinoma and its presence may determine a better prognosis\",\"authors\":\"Anjali Chander,&nbsp;Jacopo Iacovacci,&nbsp;Aize Pellon,&nbsp;Rhadika Kataria,&nbsp;Anita Grigoriadis,&nbsp;John Maher,&nbsp;Cynthia Sears,&nbsp;Gilad Bachrach,&nbsp;Teresa Guerrero Urbano,&nbsp;Mary Lei,&nbsp;Imran Petkar,&nbsp;Anthony Kong,&nbsp;Tony Ng,&nbsp;Ester Orlandi,&nbsp;Nicola Alessandro Iacovelli,&nbsp;Loris De Cecco,&nbsp;Mara Serena Serafini,&nbsp;David Moyes,&nbsp;Tiziana Rancati,&nbsp;Miguel Reis Ferreira\",\"doi\":\"10.1002/cac2.12588\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Head and neck squamous cell carcinoma (HNSCC) is a devastating disease. Despite morbid treatment, 5-year survival rates remain poor (28%-67%) [<span>1</span>]. There is a significant knowledge gap regarding how the microbiota may impact HNSCC treatment efficacy [<span>2</span>]. We used microbiome data from two independent cohorts to test and validate the hypothesis that oral bacteria are associated with HNSCC prognosis and in vitro models to investigate mechanistic underpinnings. Methods are detailed in Supplementary Materials.</p><p>We first explored associations between the relative abundance (RA) of bacterial genera and overall survival (OS) time in 155 patients with mucosal HNSCC available in the Cancer Microbiome Atlas (TCMA, Supplementary Table S1, Supplementary Text). The distribution of bacterial genera is shown in Supplementary Figure S1. Linear stepwise and Cox regression modeling evaluated associations between these genera and OS/DSS. Only <i>Fusobacterium</i> detectability was associated with both better OS (hazard ratio [HR] = 0.35, 95% confidence interval [CI] = 0.15-0.83], <i>P</i> = 0.018, Supplementary Figure S2A) and better disease-specific survival (DSS; 0.28 [0.15-0.83], <i>P</i> = 0.031, Supplementary Figure S2B). Kaplan-Meier survival analysis mirrored these results (Figure 1A-B). Additionally, <i>Fusobacterium</i> was more abundant in tumors compared to normal tissue (Supplementary Figure S3A-B), whereas a cognate Gram-negative oral commensal anaerobe, <i>Prevotella</i>, was not (Supplementary Figure S3C-D). Receiver operating characteristic (ROC) analysis identified a <i>Fusobacterium</i> RA cutoff of 0.016 (specificity: 92.7%; sensitivity: 28.8%). Patients with RA above the threshold had better OS and DSS (Supplementary Figure S4).</p><p>Next, we questioned whether any particular <i>Fusobacterium</i> species were associated with survival. Patients were stratified into groups with detectable and undetectable species (Supplementary Figure S5). In Cox regression, only <i>Fusobacterium nucleatum</i> detectability was significantly associated with OS (HR: 0.43 [95% CI: 0.19-0.97], <i>p</i> = 0.042; Supplementary Figure S6). Kaplan-Meier modeling showed that <i>F. nucleatum</i> detectability was associated with improved OS (<i>P</i> &lt;0.001, Supplementary Figure S7A), with a trend for improved DSS (<i>P</i> = 0.096, Supplementary Figure S7B).</p><p>In multivariate Cox modeling with established predictors of survival (disease stage, smoking and Human Papilloma Virus [HPV] status), both <i>Fusobacterium</i> and <i>F. nucleatum</i> detectability were strongly associated with OS (<i>P</i> &lt; 0.001 for both, Supplementary Figures S8A/S9A) and DSS (<i>P</i> &lt; 0.001 and <i>P</i> = 0.015 for each respectively, Supplementary Figures S8B/S9B).</p><p>To test the validity of these results, we evaluated whether the abundance of <i>Fusobacterium</i> was also predictive of treatment efficacy in the separate MicroLearner cohort (<i>n</i> = 175; described in Supplementary Text and Supplementary Table S2) by dividing it into patient groups with <i>Fusobacterrium</i> RA either below (FusoLO) or above (FusoHI) the cohort median, as the commensal nature of <i>Fusobacterium</i> in the oral cavity makes detectability nearly universal in saliva [<span>3</span>]. We used progression-free survival (PFS) as an endpoint because, with a median follow-up of 33.6 months (range 4-57 months), very few deaths (<i>n</i> = 6, 3.4%) had occurred. FusoHI patients had a trend for better PFS (<i>P</i> = 0.054; Figure 1C). Only 10 events (15.6%) of progression were observed in patients with HPV-positive oropharyngeal cancer, so we conducted a separate analysis including all patients except these (“HPVneg cohort”; <i>n</i> = 111, 29.7% event rate), where FusoHI patients had significantly better PFS (<i>P</i> = 0.011, Figure 1D). ROC analysis identified a salivary <i>Fusobacterium</i> RA cutoff of 2.760 in this cohort (specificity: 65.2%; sensitivity: 55.8%). Patients with RA above this threshold had better PFS (Supplementary Figure S10). <i>F. nucleatum</i> (Fnuc) and <i>F. periodonticum</i> (Fper) were the most abundant fusobacterial species. There was a non-significant trend for better PFS in FnucHI (<i>F. nucleatum</i> RA &gt; median <i>F. nucleatum</i> RA) patients, but FperHI patients had significantly better PFS (<i>P</i> = 0.021; Supplementary Figure S11).</p><p>Given our clinical observations, we reasoned that <i>Fusobacterium</i> may contribute to HNSCC killing. We initially explored the effect of <i>F. nucleatum</i> on oral SCC (OSCC) evaluated with an ATP-based viability assay. TR146 cells were infected with <i>F. nucleatum</i> at multiplicity of infection (MOI) ranging from 0.5 to 5. With increasing MOI, a more significant reduction in OSCC cell viability was observed (Supplementary Figure S12A). Separate experiments using lactate dehydrogenase (LDH) activity and crystal violet assays validated these findings (Supplementary Figure S12B-C). We also tested whether the <i>F. nucleatum</i> medium caused any OSCC death if added without any previous contact with bacteria and confirmed that it did not (Supplementary Figure S12D). A significant decrease in viability was observed from 24h post-infection (Supplementary Figure S13).</p><p>To test whether the observed effects of <i>F. nucleatum</i> on OSCC cytotoxicity were strain-specific, cell-line specific and not a general characteristic of oral commensal anaerobes, we co-cultured multiple cell lines of OSCC (TR146, HN5 and HSC-3) with either of two <i>F. nucleatum</i> strains or <i>Prevotella oralis</i> (MOI = 100) and evaluated their effect on OSCC viability (Figure 1E), validated with a crystal violet assay (Supplementary Figure S14). <i>P. oralis</i>, like <i>F. nucleatum</i>, is an oral commensal Gram-negative anaerobe. <i>P. oralis</i> infection did not impact OSCC viability, while both <i>F. nucleatum</i> strains caused a reduction in OSCC viability. We next questioned whether other <i>Fusobacterium</i> species caused OSCC killing. We tested the effect of <i>F. periodonticum</i> on OSCC cultures at MOI 100 and found that it caused OSCC killing similarly to <i>F. nucleatum</i> (Figure 1F). At lower MOI (0.5-5), OSCC killing was also overall similar between the two species and rose with MOI (Supplementary Figure S15). These results suggest that other <i>Fusobacterium</i> species which are phylogenetically close to <i>F. nucleatum</i>, but not all oral commensal Gram-negative anaerobes can cause OSCC killing.</p><p>We next asked whether OSCC killing was mediated by a surface protein or by secreted compounds/metabolites (Figure 1G). Firstly, OSCC cells were infected with <i>F. nucleatum</i>, which was either alive or heat-inactivated (in<i>Fnuc</i>), and OSCC viability was assessed. We also tested whether the supernatant of <i>F. nucleatum</i> culture was sufficient to cause OSCC death. <i>F. nucleatum</i> supernatant caused OSCC killing, whereas fresh medium did not. Co-culture of <i>F. nucleatum</i> washed in fresh broth significantly attenuated OSCC killing compared to growth broth, suggesting continued production of supernatant in co-culture. in<i>Fnuc</i> caused OSCC killing only when added to co-culture with growth broth but not with fresh broth. Separately, we used transwell inserts to prevent direct contact of <i>F. nucleatum</i> with OSCC while allowing for any secreted molecules to move freely between them (Supplementary Figure S16). Significant cell killing was observed in transwell replicates, more substantially when <i>F. nucleatum</i> was in direct contact with OSCC, which may be attributable to higher local concentrations in direct contact co-culture compared to transwell replicates. Taken together, these results indicate that <i>F. nucleatum</i> mediates OSCC killing primarily via the bacterial secretome.</p><p>Although colorectal cancer studies indicate that <i>F. nucleatum</i> contributes to oncoprogression and treatment resistance, these bacteria are not common constituents of the normal intestinal microbiota, whereas they are common components of the normal oral microbiota [<span>4</span>]. Previous studies often assume that a higher tumoral abundance of <i>Fusobacterium</i>, which we also detected, indicates its oncogenic role [<span>5</span>]. However, our findings suggest that its presence may enhance HNSCC treatment efficacy. Limitations of this study are discussed in the Supplementary Text.</p><p>In summary, our preliminary research suggests that <i>Fusobacterium</i> actively determines survival outcomes in HNSCC. Ongoing research will validate its role as a predictive biomarker in HNSCC and dissect the mechanism by which fusobacteria cause HNSCC killing.</p><p>Miguel Reis Ferreira conceived and designed the study. Miguel Reis Ferreira, Anjali Chander, Aize Pellon and David Moyes designed the experiments. Jacopo Iacovacci and Tiziana Rancati designed and analyzed MicroLearner study data. Miguel Reis Ferreira, Anjali Chander and Jacopo Iacovacci analyzed the data. Jacopo Iacovacci, Rhadika Kataria, Anita Grigoriadis, David Moyes and Tiziana Rancati supported data analysis. Anjali Chander, Jacopo Iacovacci, Tiziana Rancati and Miguel Reis Ferreira reviewed the results, interpreted the data and wrote the manuscript. Anjali Chander, Jacopo Iacovacci, Aize Pellon, Rhadika Kataria, Anita Grigoriadis, John Maher, Cynthia Sears, Gilad Bachrach, Teresa Guerrero Urbano, Mary Lei, Imran Petkar, Anthony Kong, Tony Ng, Ester Orlandi, Nicola Alessandro Iacovelli, Loris De Cecco, Mara Serena Serafini, David Moyes, Tiziana Rancati and Miguel Reis Ferreira critically reviewed the manuscript for important intellectual content and approved the final version. Miguel Reis Ferreira has primary responsibility for the final content of the manuscript. All authors reviewed and approved the final manuscript for submission.</p><p>The authors declare no competing interests.</p><p>Wilson + Olegario: Philanthropy through Guys Cancer Charity (MRF) Guys Cancer Charity (MRF) Cancer Research UK through the City of London Cancer Centre (MRF) Fondazione Regionale per la Ricerca Biomedica, grant ID 2721017 (JI).</p><p>The MicroLearner observational study of the microbiome in patients treated with radiotherapy for head and neck and prostate cancers was registered on ClinicalTrials.gov (ID: NCT03294122) and approved by the local Ethical Committee (ID INT 11/17). All patients provided written informed consent and agreed that incidental findings would not be disclosed to them or any clinician.</p>\",\"PeriodicalId\":9495,\"journal\":{\"name\":\"Cancer Communications\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":20.1000,\"publicationDate\":\"2024-07-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cac2.12588\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cancer Communications\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/cac2.12588\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer Communications","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/cac2.12588","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
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摘要

为了检验所观察到的F. nucleatum对OSCC细胞毒性的影响是否是菌株特异性的、细胞系特异性的,而不是口腔共生厌氧菌的一般特性,我们将多个OSCC细胞系(TR146、HN5和HSC-3)与两种F. nucleatum菌株或口腔普雷沃特氏菌(MOI = 100)中的一种共培养,并评估它们对OSCC存活率的影响(图1E),用水晶紫测定法进行验证(补充图S14)。口腔念珠菌与F. nucleatum一样,是一种口腔共生革兰氏阴性厌氧菌。P.oralis感染不会影响OSCC的存活率,而两种F.nucleatum菌株都会降低OSCC的存活率。我们接下来询问了其他镰刀菌是否会导致 OSCC 死亡。我们测试了MOI为100的牙周病镰刀菌对OSCC培养物的影响,发现它对OSCC的杀伤作用与核酸镰刀菌类似(图1F)。在较低的 MOI(0.5-5)下,两个物种对 OSCC 的杀伤力也总体相似,并随着 MOI 的增加而增加(补充图 S15)。这些结果表明,在系统发育上与F. nucleatum接近的其他镰刀菌,而不是所有口腔共生革兰氏阴性厌氧菌都能导致OSCC死亡。我们接下来想知道OSCC死亡是由表面蛋白介导还是由分泌化合物/代谢物介导(图1G)。首先,用活的或热灭活的(inFnuc)F. nucleatum 感染 OSCC 细胞,评估 OSCC 的存活率。我们还检测了F. nucleatum培养上清液是否足以导致OSCC死亡。F. nucleatum上清液能杀死OSCC,而新鲜培养基不能。与生长肉汤相比,在新鲜肉汤中洗涤的 F. nucleatum 的共培养会显著减少 OSCC 的杀伤力,这表明共培养中上清液的持续产生。另外,我们使用了透孔插入物来防止 F. nucleatum 与 OSCC 直接接触,同时允许任何分泌分子在它们之间自由移动(补充图 S16)。在透孔复制品中观察到了明显的细胞杀伤作用,当 F. nucleatum 与 OSCC 直接接触时杀伤作用更强,这可能是因为与透孔复制品相比,直接接触共培养的局部浓度更高。虽然结直肠癌研究表明核酸酵母菌有助于肿瘤进展和耐药性,但这些细菌并不是正常肠道微生物群的常见成分,而它们却是正常口腔微生物群的常见成分[4]。以往的研究通常认为,肿瘤中镰刀菌(我们也检测到了)的丰度越高,表明其致癌作用越大[5]。然而,我们的研究结果表明,它的存在可能会提高 HNSCC 的治疗效果。总之,我们的初步研究表明,镰刀菌积极决定着 HNSCC 的生存结果。正在进行的研究将验证其作为HNSCC预测性生物标志物的作用,并剖析镰刀菌导致HNSCC死亡的机制。Miguel Reis Ferreira、Anjali Chander、Aize Pellon 和 David Moyes 设计了实验。Jacopo Iacovacci 和 Tiziana Rancati 设计并分析了 MicroLearner 研究数据。Miguel Reis Ferreira、Anjali Chander 和 Jacopo Iacovacci 分析数据。Jacopo Iacovacci、Rhadika Kataria、Anita Grigoriadis、David Moyes 和 Tiziana Rancati 为数据分析提供支持。Anjali Chander、Jacopo Iacovacci、Tiziana Rancati 和 Miguel Reis Ferreira 审核了结果、解释了数据并撰写了手稿。Anjali Chander、Jacopo Iacovacci、Aize Pellon、Rhadika Kataria、Anita Grigoriadis、John Maher、Cynthia Sears、Gilad Bachrach、Teresa Guerrero Urbano、Mary Lei、Imran Petkar、Anthony Kong、Tony Ng、Ester Orlandi、Nicola Alessandro Iacovelli、Loris De Cecco、Mara Serena Serafini、David Moyes、Tiziana Rancati 和 Miguel Reis Ferreira 对手稿的重要思想内容进行了严格审阅,并批准了最终版本。米格尔-雷斯-费雷拉对手稿的最终内容负主要责任。所有作者都审阅并批准了最终稿件的提交。作者声明不存在利益冲突:Guys癌症慈善机构(MRF)Guys癌症慈善机构(MRF)英国癌症研究中心通过伦敦市癌症中心(MRF)Fondazione Regionale per la Ricerca Biomedica,资助编号2721017(JI).MicroLearner头颈癌和前列腺癌放疗患者微生物组观察研究已在ClinicalTrials.gov上注册(编号:NCT03294122),并获得当地伦理委员会批准(编号INT 11/17)。
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Fusobacterium is toxic for head and neck squamous cell carcinoma and its presence may determine a better prognosis

Head and neck squamous cell carcinoma (HNSCC) is a devastating disease. Despite morbid treatment, 5-year survival rates remain poor (28%-67%) [1]. There is a significant knowledge gap regarding how the microbiota may impact HNSCC treatment efficacy [2]. We used microbiome data from two independent cohorts to test and validate the hypothesis that oral bacteria are associated with HNSCC prognosis and in vitro models to investigate mechanistic underpinnings. Methods are detailed in Supplementary Materials.

We first explored associations between the relative abundance (RA) of bacterial genera and overall survival (OS) time in 155 patients with mucosal HNSCC available in the Cancer Microbiome Atlas (TCMA, Supplementary Table S1, Supplementary Text). The distribution of bacterial genera is shown in Supplementary Figure S1. Linear stepwise and Cox regression modeling evaluated associations between these genera and OS/DSS. Only Fusobacterium detectability was associated with both better OS (hazard ratio [HR] = 0.35, 95% confidence interval [CI] = 0.15-0.83], P = 0.018, Supplementary Figure S2A) and better disease-specific survival (DSS; 0.28 [0.15-0.83], P = 0.031, Supplementary Figure S2B). Kaplan-Meier survival analysis mirrored these results (Figure 1A-B). Additionally, Fusobacterium was more abundant in tumors compared to normal tissue (Supplementary Figure S3A-B), whereas a cognate Gram-negative oral commensal anaerobe, Prevotella, was not (Supplementary Figure S3C-D). Receiver operating characteristic (ROC) analysis identified a Fusobacterium RA cutoff of 0.016 (specificity: 92.7%; sensitivity: 28.8%). Patients with RA above the threshold had better OS and DSS (Supplementary Figure S4).

Next, we questioned whether any particular Fusobacterium species were associated with survival. Patients were stratified into groups with detectable and undetectable species (Supplementary Figure S5). In Cox regression, only Fusobacterium nucleatum detectability was significantly associated with OS (HR: 0.43 [95% CI: 0.19-0.97], p = 0.042; Supplementary Figure S6). Kaplan-Meier modeling showed that F. nucleatum detectability was associated with improved OS (P <0.001, Supplementary Figure S7A), with a trend for improved DSS (P = 0.096, Supplementary Figure S7B).

In multivariate Cox modeling with established predictors of survival (disease stage, smoking and Human Papilloma Virus [HPV] status), both Fusobacterium and F. nucleatum detectability were strongly associated with OS (P < 0.001 for both, Supplementary Figures S8A/S9A) and DSS (P < 0.001 and P = 0.015 for each respectively, Supplementary Figures S8B/S9B).

To test the validity of these results, we evaluated whether the abundance of Fusobacterium was also predictive of treatment efficacy in the separate MicroLearner cohort (n = 175; described in Supplementary Text and Supplementary Table S2) by dividing it into patient groups with Fusobacterrium RA either below (FusoLO) or above (FusoHI) the cohort median, as the commensal nature of Fusobacterium in the oral cavity makes detectability nearly universal in saliva [3]. We used progression-free survival (PFS) as an endpoint because, with a median follow-up of 33.6 months (range 4-57 months), very few deaths (n = 6, 3.4%) had occurred. FusoHI patients had a trend for better PFS (P = 0.054; Figure 1C). Only 10 events (15.6%) of progression were observed in patients with HPV-positive oropharyngeal cancer, so we conducted a separate analysis including all patients except these (“HPVneg cohort”; n = 111, 29.7% event rate), where FusoHI patients had significantly better PFS (P = 0.011, Figure 1D). ROC analysis identified a salivary Fusobacterium RA cutoff of 2.760 in this cohort (specificity: 65.2%; sensitivity: 55.8%). Patients with RA above this threshold had better PFS (Supplementary Figure S10). F. nucleatum (Fnuc) and F. periodonticum (Fper) were the most abundant fusobacterial species. There was a non-significant trend for better PFS in FnucHI (F. nucleatum RA > median F. nucleatum RA) patients, but FperHI patients had significantly better PFS (P = 0.021; Supplementary Figure S11).

Given our clinical observations, we reasoned that Fusobacterium may contribute to HNSCC killing. We initially explored the effect of F. nucleatum on oral SCC (OSCC) evaluated with an ATP-based viability assay. TR146 cells were infected with F. nucleatum at multiplicity of infection (MOI) ranging from 0.5 to 5. With increasing MOI, a more significant reduction in OSCC cell viability was observed (Supplementary Figure S12A). Separate experiments using lactate dehydrogenase (LDH) activity and crystal violet assays validated these findings (Supplementary Figure S12B-C). We also tested whether the F. nucleatum medium caused any OSCC death if added without any previous contact with bacteria and confirmed that it did not (Supplementary Figure S12D). A significant decrease in viability was observed from 24h post-infection (Supplementary Figure S13).

To test whether the observed effects of F. nucleatum on OSCC cytotoxicity were strain-specific, cell-line specific and not a general characteristic of oral commensal anaerobes, we co-cultured multiple cell lines of OSCC (TR146, HN5 and HSC-3) with either of two F. nucleatum strains or Prevotella oralis (MOI = 100) and evaluated their effect on OSCC viability (Figure 1E), validated with a crystal violet assay (Supplementary Figure S14). P. oralis, like F. nucleatum, is an oral commensal Gram-negative anaerobe. P. oralis infection did not impact OSCC viability, while both F. nucleatum strains caused a reduction in OSCC viability. We next questioned whether other Fusobacterium species caused OSCC killing. We tested the effect of F. periodonticum on OSCC cultures at MOI 100 and found that it caused OSCC killing similarly to F. nucleatum (Figure 1F). At lower MOI (0.5-5), OSCC killing was also overall similar between the two species and rose with MOI (Supplementary Figure S15). These results suggest that other Fusobacterium species which are phylogenetically close to F. nucleatum, but not all oral commensal Gram-negative anaerobes can cause OSCC killing.

We next asked whether OSCC killing was mediated by a surface protein or by secreted compounds/metabolites (Figure 1G). Firstly, OSCC cells were infected with F. nucleatum, which was either alive or heat-inactivated (inFnuc), and OSCC viability was assessed. We also tested whether the supernatant of F. nucleatum culture was sufficient to cause OSCC death. F. nucleatum supernatant caused OSCC killing, whereas fresh medium did not. Co-culture of F. nucleatum washed in fresh broth significantly attenuated OSCC killing compared to growth broth, suggesting continued production of supernatant in co-culture. inFnuc caused OSCC killing only when added to co-culture with growth broth but not with fresh broth. Separately, we used transwell inserts to prevent direct contact of F. nucleatum with OSCC while allowing for any secreted molecules to move freely between them (Supplementary Figure S16). Significant cell killing was observed in transwell replicates, more substantially when F. nucleatum was in direct contact with OSCC, which may be attributable to higher local concentrations in direct contact co-culture compared to transwell replicates. Taken together, these results indicate that F. nucleatum mediates OSCC killing primarily via the bacterial secretome.

Although colorectal cancer studies indicate that F. nucleatum contributes to oncoprogression and treatment resistance, these bacteria are not common constituents of the normal intestinal microbiota, whereas they are common components of the normal oral microbiota [4]. Previous studies often assume that a higher tumoral abundance of Fusobacterium, which we also detected, indicates its oncogenic role [5]. However, our findings suggest that its presence may enhance HNSCC treatment efficacy. Limitations of this study are discussed in the Supplementary Text.

In summary, our preliminary research suggests that Fusobacterium actively determines survival outcomes in HNSCC. Ongoing research will validate its role as a predictive biomarker in HNSCC and dissect the mechanism by which fusobacteria cause HNSCC killing.

Miguel Reis Ferreira conceived and designed the study. Miguel Reis Ferreira, Anjali Chander, Aize Pellon and David Moyes designed the experiments. Jacopo Iacovacci and Tiziana Rancati designed and analyzed MicroLearner study data. Miguel Reis Ferreira, Anjali Chander and Jacopo Iacovacci analyzed the data. Jacopo Iacovacci, Rhadika Kataria, Anita Grigoriadis, David Moyes and Tiziana Rancati supported data analysis. Anjali Chander, Jacopo Iacovacci, Tiziana Rancati and Miguel Reis Ferreira reviewed the results, interpreted the data and wrote the manuscript. Anjali Chander, Jacopo Iacovacci, Aize Pellon, Rhadika Kataria, Anita Grigoriadis, John Maher, Cynthia Sears, Gilad Bachrach, Teresa Guerrero Urbano, Mary Lei, Imran Petkar, Anthony Kong, Tony Ng, Ester Orlandi, Nicola Alessandro Iacovelli, Loris De Cecco, Mara Serena Serafini, David Moyes, Tiziana Rancati and Miguel Reis Ferreira critically reviewed the manuscript for important intellectual content and approved the final version. Miguel Reis Ferreira has primary responsibility for the final content of the manuscript. All authors reviewed and approved the final manuscript for submission.

The authors declare no competing interests.

Wilson + Olegario: Philanthropy through Guys Cancer Charity (MRF) Guys Cancer Charity (MRF) Cancer Research UK through the City of London Cancer Centre (MRF) Fondazione Regionale per la Ricerca Biomedica, grant ID 2721017 (JI).

The MicroLearner observational study of the microbiome in patients treated with radiotherapy for head and neck and prostate cancers was registered on ClinicalTrials.gov (ID: NCT03294122) and approved by the local Ethical Committee (ID INT 11/17). All patients provided written informed consent and agreed that incidental findings would not be disclosed to them or any clinician.

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来源期刊
Cancer Communications
Cancer Communications Biochemistry, Genetics and Molecular Biology-Cancer Research
CiteScore
25.50
自引率
4.30%
发文量
153
审稿时长
4 weeks
期刊介绍: Cancer Communications is an open access, peer-reviewed online journal that encompasses basic, clinical, and translational cancer research. The journal welcomes submissions concerning clinical trials, epidemiology, molecular and cellular biology, and genetics.
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