{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T05:04:09Z","timestamp":1780549449209,"version":"3.54.1"},"reference-count":35,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T00:00:00Z","timestamp":1780531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000060","name":"National Institute of Allergy and Infectious Diseases","doi-asserted-by":"publisher","award":["R01AI134681"],"award-info":[{"award-number":["R01AI134681"]}],"id":[{"id":"10.13039\/100000060","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Immunol."],"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>\n                      The formalin-inactivated\n                      <jats:italic>Coxiella burnetii<\/jats:italic>\n                      virulent phase I vaccine (PIV) has been shown to be more protective than the avirulent phase II vaccine (PIIV) against virulent\n                      <jats:italic>C. burnetii<\/jats:italic>\n                      challenge in animal models. However, the cellular and molecular mechanisms underlying the differential ability of PIV and PIIV to induce protective immunity remain unclear.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      PIV and PIIV were generated from axenic (ACCM-D) cultures and administered to mice using single or multiple immunization regimens. Protective efficacy was evaluated following challenge with virulent\n                      <jats:italic>C. burnetii<\/jats:italic>\n                      . Humoral immune responses were assessed by measuring phase I\u2013specific IgM and IgG antibodies. Bulk RNA sequencing and flow cytometry were used to compare immune responses in PIV- and PIIV-vaccinated mice. The role of neutrophils in vaccine-mediated protection was examined through neutrophil depletion prior to challenge.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Regardless of single or multiple immunizations, PIV and PIIV generated from axenic (ACCM-D) cultures retained their differential protective efficacies, with PIV providing robust protection but PIIV did not. PIV elicited earlier phase I-specific IgM responses and sustained higher IgG responses compared to PIIV, indicating differences in immunogenicity. Cellular and transcriptomic analyses revealed that PIV induced a prolonged neutrophil response in the spleen, accompanied by upregulation of genes involved in neutrophil degranulation, metal sequestration, and TLR-dependent innate immune pathways. In contrast, the neutrophil response induced by PIIV was transient and did not persist into later stages of vaccination. Depletion of neutrophils in PIV-vaccinated mice prior to challenge significantly reduced the protective efficacy of PIV.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>\n                      These findings demonstrate that PIV-induced protection against\n                      <jats:italic>C. burnetii<\/jats:italic>\n                      infection is partially dependent on sustained neutrophil activation. This study provides novel evidence that modulation of neutrophil-mediated effector functions plays a critical role in PIV-mediated protective immunity.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fimmu.2026.1809423","type":"journal-article","created":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T04:30:13Z","timestamp":1780547413000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Systems biology approach unveils the cellular and molecular mechanisms of formalin-inactivated whole cell vaccine-induced protective immunity against Coxiella burnetii infection in mice"],"prefix":"10.3389","volume":"17","author":[{"given":"Venkatesh","family":"Kumaresan","sequence":"first","affiliation":[{"name":"Department of Molecular Microbiology and Immunology, University of Texas at San Antonio","place":["San Antonio, TX, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Duolin","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering and Computer Science, University of Missouri-Columbia","place":["Columbia, MO, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Molecular Microbiology and Immunology, University of Texas at San Antonio","place":["San Antonio, TX, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dong","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering and Computer Science, University of Missouri-Columbia","place":["Columbia, MO, United States"]},{"name":"Informatics Institution, Morsani College of Medicine, University of South Florida","place":["Tampa, FL, United States"]},{"name":"Bellini College of Artificial Intelligence, Cybersecurity and Computing, Morsani College of Medicine, University of South Florida","place":["Tampa, FL, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guoquan","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Molecular Microbiology and Immunology, University of Texas at San Antonio","place":["San Antonio, TX, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,6,4]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","DOI":"10.1016\/s1473-3099(05)70052-9","article-title":"Natural history and pathophysiology of Q fever","volume":"5","author":"Raoult","year":"2005","journal-title":"Lancet Infect Dis"},{"key":"B2","doi-asserted-by":"publisher","DOI":"10.1038\/nrmicro3049","article-title":"Molecular pathogenesis of the obligate intracellular bacterium Coxiella burnetii","volume":"11","author":"van Schaik","year":"2013","journal-title":"Nat Rev Microbiol"},{"key":"B3","doi-asserted-by":"publisher","DOI":"10.1586\/14787210.2013.840534","article-title":"Antimicrobial therapies for Q fever","volume":"11","author":"Kersh","year":"2013","journal-title":"Expert Rev Anti Infect Ther"},{"key":"B4","doi-asserted-by":"publisher","DOI":"10.1128\/jcm.02365-05","article-title":"Chronic Q fever in the United States","volume":"44","author":"Karakousis","year":"2006","journal-title":"J Clin Microbiol"},{"key":"B5","doi-asserted-by":"publisher","DOI":"10.1089\/15303660260613747","article-title":"Q fever in humans and animals in the United States","volume":"2","author":"McQuiston","year":"2002","journal-title":"Vector-Borne Zoon Dis"},{"key":"B6","doi-asserted-by":"publisher","first-page":"1422","DOI":"10.3390\/pathogens11121422","article-title":"Phenotype of Coxiella burnetii strains of different sources and genotypes in bovine mammary gland epithelial cells","volume":"11","author":"Sobotta","year":"2022","journal-title":"Pathogens"},{"key":"B7","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1111\/j.1749-6632.1990.tb42203.x","article-title":"The role of lipopolysaccharides in the virulence of Coxiella burnetii","volume":"590","author":"Hackstadt","year":"1990","journal-title":"Ann N Y Acad Sci"},{"key":"B8","doi-asserted-by":"publisher","DOI":"10.4049\/jimmunol.179.12.8372","article-title":"Mechanisms of vaccine-induced protective immunity against Coxiella burnetii infection in BALB\/c mice","volume":"179","author":"Zhang","year":"2007","journal-title":"J Immunol"},{"key":"B9","doi-asserted-by":"publisher","DOI":"10.1128\/genomeA.00471-17","article-title":"Whole-genome sequence of Coxiella burnetii Nine Mile RSA439 (Phase II, Clone 4), a laboratory workhorse strain","volume":"5","author":"Millar","year":"2017","journal-title":"Genome Announc"},{"key":"B10","doi-asserted-by":"publisher","DOI":"10.3389\/fimmu.2021.754690","article-title":"The feasibility of using Coxiella burnetii avirulent Nine Mile Phase II viable bacteria as a live attenuated vaccine against Q fever","volume":"12","author":"Kumaresan","year":"2021","journal-title":"Front Immunol"},{"key":"B11","doi-asserted-by":"publisher","DOI":"10.1128\/jb.188.7.2309-2324.2006","article-title":"Genetic diversity of the Q fever agent, Coxiella burnetii, assessed by microarray-based whole-genome comparisons","volume":"188","author":"Beare","year":"2006","journal-title":"J Bacteriol"},{"key":"B12","doi-asserted-by":"publisher","first-page":"1223","DOI":"10.3390\/pathogens10101223","article-title":"Q fever vaccine development: Current strategies and future considerations","volume":"10","author":"Long","year":"2021","journal-title":"Pathogens"},{"key":"B13","doi-asserted-by":"publisher","DOI":"10.3389\/fimmu.2022.886810","article-title":"Immunogenicity and reactogenicity in Q fever vaccine development","volume":"13","author":"Fratzke","year":"2022","journal-title":"Front Immunol"},{"key":"B14","article-title":"Combined vaccination of live 1B Chlamydophila abortus and killed phase I Coxiella burnetii vaccine does not destroy protection against chlamydiosis in a mouse model","volume":"68","author":"Rekiki","year":"2004","journal-title":"Can J Vet Res"},{"key":"B15","doi-asserted-by":"publisher","first-page":"511","DOI":"10.3390\/vaccines11030511","article-title":"Efficacy of Phase I and Phase II Coxiella burnetii bacterin vaccines in a pregnant ewe challenge model","volume":"11","author":"Williams-Macdonald","year":"2023","journal-title":"Vaccines (Basel)"},{"key":"B16","doi-asserted-by":"publisher","DOI":"10.3389\/fimmu.2025.1630488","article-title":"Systems immunology: When systems biology meets immunology","volume":"16","author":"Alfonso-Gonz\u00e1lez","year":"2025","journal-title":"Front Immunol"},{"key":"B17","doi-asserted-by":"publisher","DOI":"10.1126\/sciimmunol.aau6085","article-title":"Structure and function of the immune system in the spleen","volume":"4","author":"Lewis","year":"2019","journal-title":"Sci Immunol"},{"key":"B18","doi-asserted-by":"publisher","first-page":"Unit18.8","DOI":"10.1002\/0471140856.tx1808s23","article-title":"Immune cell phenotyping using flow cytometry","author":"Oughton","year":"2005","journal-title":"Curr Protoc Toxicol"},{"key":"B19","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1007\/s10126-021-10089-6","article-title":"Comparative transcriptome analysis of spleen reveals potential regulation of genes and immune pathways following administration of Aeromonas salmonicida subsp. masoucida vaccine in Atlantic salmon (Salmo salar)","volume":"24","author":"Fu","year":"2022","journal-title":"Mar Bio\/Technol (NY)"},{"key":"B20","doi-asserted-by":"publisher","DOI":"10.1128\/iai.00376-19","article-title":"Eosinophils affect antibody isotype switching and may partially contribute to early vaccine-induced immunity against Coxiella burnetii","volume":"87","author":"Ledbetter","year":"2019","journal-title":"Infect Immun"},{"key":"B21","doi-asserted-by":"publisher","DOI":"10.1128\/iai.00534-21","article-title":"Coxiella burnetii virulent phase I and avirulent phase II variants differentially manipulate autophagy pathway in neutrophils","volume":"90","author":"Kumaresan","year":"2022","journal-title":"Infect Immun"},{"key":"B22","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkac1000","article-title":"The STRING database in 2023: protein-protein association networks and functional enrichment analyses for any sequenced genome of interest","volume":"51","author":"Szklarczyk","year":"2023","journal-title":"Nucleic Acids Res"},{"key":"B23","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkv1070","article-title":"KEGG as a reference resource for gene and protein annotation","volume":"44","author":"Kanehisa","year":"2016","journal-title":"Nucleic Acids Res"},{"key":"B24","doi-asserted-by":"publisher","DOI":"10.3389\/fpain.2021.735838","article-title":"Investigating the role of Ly6G(+) neutrophils in incisional and inflammatory pain by multidimensional pain-related behavioral assessments: Bridging the translational gap","volume":"2","author":"Segelcke","year":"2021","journal-title":"Front Pain Res (Lausanne)"},{"key":"B25","doi-asserted-by":"publisher","DOI":"10.1128\/iai.00042-15","article-title":"Neutrophils play an important role in protective immunity against Coxiella burnetii infection","volume":"83","author":"Elliott","year":"2015","journal-title":"Infect Immun"},{"key":"B26","doi-asserted-by":"publisher","DOI":"10.1007\/s12026-008-8059-4","article-title":"Adaptive immunity to the obligate intracellular pathogen Coxiella burnetii","volume":"43","author":"Shannon","year":"2009","journal-title":"Immunol Res"},{"key":"B27","first-page":"87","article-title":"Changes in spleen and thymus cell phenotypes in mice vaccinated with the Coxiella burnetii phase I whole-cell vaccine or the chloroform-methanol residue subunit vaccine","volume":"40","author":"Waag","year":"1996","journal-title":"Acta Virol"},{"key":"B28","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.anai.2021.08.004","article-title":"Interleukin-5 receptor alpha (CD125) expression on human blood and lung neutrophils","volume":"128","author":"Lawrence","year":"2022","journal-title":"Ann Allergy Asthma Immunol"},{"key":"B29","doi-asserted-by":"publisher","DOI":"10.3389\/fimmu.2024.1386590","article-title":"Identifying transcriptomic profiles in ovine spleen after repetitive vaccination","volume":"15","author":"Guisasola-Serrano","year":"2024","journal-title":"Front Immunol"},{"key":"B30","doi-asserted-by":"publisher","DOI":"10.1016\/j.celrep.2020.108387","article-title":"BCG vaccination induces long-term functional reprogramming of human neutrophils","volume":"33","author":"Moorlag","year":"2020","journal-title":"Cell Rep"},{"key":"B31","doi-asserted-by":"publisher","DOI":"10.1177\/24705470221076390","article-title":"The role of lipopolysaccharide-induced cell signalling in chronic inflammation","volume":"6","author":"Page","year":"2022","journal-title":"Chronic Stress (Thousand Oaks)"},{"key":"B32","doi-asserted-by":"publisher","DOI":"10.4049\/jimmunol.156.11.4384","article-title":"Stimulation of macrophages and neutrophils by complexes of lipopolysaccharide and soluble CD14","volume":"156","author":"Hailman","year":"1996","journal-title":"J Immunol"},{"key":"B33","doi-asserted-by":"publisher","DOI":"10.1093\/infdis\/jiaa242","article-title":"Neutrophils are required during immunization with the pneumococcal conjugate vaccine for protective antibody responses and host defense against infection","volume":"222","author":"Tchalla","year":"2020","journal-title":"J Infect Dis"},{"key":"B34","doi-asserted-by":"publisher","DOI":"10.4049\/jimmunol.1201622","article-title":"Development of a lipopolysaccharide-targeted peptide mimic vaccine against Q fever","volume":"189","author":"Peng","year":"2012","journal-title":"J Immunol"},{"key":"B35","doi-asserted-by":"publisher","first-page":"689","DOI":"10.1093\/jleuko\/qiae112","article-title":"The role of cathelicidins in neutrophil biology","volume":"116","author":"Yoon","year":"2024","journal-title":"J Leukocyte Biol"}],"container-title":["Frontiers in Immunology"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fimmu.2026.1809423\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T04:30:18Z","timestamp":1780547418000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fimmu.2026.1809423\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,4]]},"references-count":35,"alternative-id":["10.3389\/fimmu.2026.1809423"],"URL":"https:\/\/doi.org\/10.3389\/fimmu.2026.1809423","relation":{},"ISSN":["1664-3224"],"issn-type":[{"value":"1664-3224","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6,4]]},"article-number":"1809423"}}