Cited by 495Gut microbiota and healthInfluenza Virus Research StudiesRespiratory viral infections research

Respiratory viral infection-induced microbiome alterations and secondary bacterial pneumonia.

Open access
Hanada, Shigeo, Pirzadeh, Mina, Carver, Kyle Y., Deng, Jane C.·2018·Frontiers in Immunology

Abstract

Influenza and other respiratory viral infections are the most common type of acute respiratory infection. Viral infections predispose patients to secondary bacterial infections, which often have a more severe clinical course. The mechanisms underlying post-viral bacterial infections are complex, and include multifactorial processes mediated by interactions between viruses, bacteria, and the host immune system. Studies over the past 15 years have demonstrated that unique microbial communities reside on the mucosal surfaces of the gastrointestinal tract and the respiratory tract, which have both direct and indirect effects on host defense against viral infections. In addition, antiviral immune responses induced by acute respiratory infections such as influenza are associated with changes in microbial composition and function ("dysbiosis") in the respiratory and gastrointestinal tract, which in turn may alter subsequent immune function against secondary bacterial infection or alter the dynamics of inter-microbial interactions, thereby enhancing the proliferation of potentially pathogenic bacterial species. In this review, we summarize the literature on the interactions between host microbial communities and host defense, and how influenza, and other acute respiratory viral infections disrupt these interactions, thereby contributing to the pathogenesis of secondary bacterial infections.

AI snapshot

Written from the paper’s full text.

TL;DR

This review synthesizes evidence that acute respiratory viral infections—especially influenza—induce dysbiosis in the gut and respiratory tract microbiomes, which in turn alters host immune priming and inter-microbial competition, contributing to secondary bacterial pneumonia. It argues that these microbiome shifts are driven largely by systemic antiviral immune signals rather than direct viral presence at distant sites.

Key findings

  • Respiratory viral infection alters the gut microbiome despite no detectable virus in the GI tract: murine influenza models show reduced segmented filamentous bacteria and Lactobacillus/Lactococcus with increased Enterobacteriaceae/Proteobacteria, effects mediated by type I and type II interferons and possibly by reduced caloric intake.
  • Viral infection is associated with increased colonization by potential pathogens in the upper respiratory tract: in adults with influenza A, *S. aureus*, *S. pneumoniae*, and *H. influenzae* were present in 12%, 24%, and 32% of infected patients versus 5%, 11%, and 10% of uninfected patients; in children, influenza was associated with a 15-fold increase in nasopharyngeal *S. pneumoniae* titer.
  • In a mouse model, intranasal live attenuated influenza vaccine increased nasopharyngeal bacterial density up to 100,000-fold and prolonged *S. pneumoniae* or *S. aureus* carriage 2- to 5-fold.
  • Gut microbiome depletion (antibiotics or germ-free status) impairs antiviral and antibacterial immunity—reduced antibody and CD4+/CD8+ T cell responses, defective macrophage IFN responses, decreased phagocytosis and TNF-α—while commensal re-colonization (e.g., *Lactobacillus reuteri*, *Enterococcus faecalis*, *Lactobacillus crispatus*, *Clostridium orbiscindens*) protected against bacterial pneumonia via GM-CSF.
  • Inter-microbial competition matters: nasal implantation of a *Corynebacterium* strain eradicated *S. aureus* in 71% of persistent carriers, and *C. accolens* inhibits *S. pneumoniae* growth in vitro via a lipase releasing free fatty acids.

Methods

  • Narrative literature review (not a primary study) covering human and animal studies on gut and respiratory tract microbiomes during respiratory viral infection, with a stated focus on the bacterial microbiome because of a paucity of mycobiome and virome studies.
  • Synthesizes cross-sectional and longitudinal human studies (16S rRNA sequencing, qPCR, metagenomics, culture-independent pyrosequencing) alongside murine, ferret, and in vitro models, organized by anatomic niche (gut, URT, LRT) and by mechanism (host immune effects, inter-microbial effects, direct viral effects on bacteria).
  • No systematic search strategy, inclusion criteria, or quantitative synthesis is reported.

Limitations

  • Stated by the paper: protocols for sampling, processing, and bioinformatics of the respiratory microbiome are not standardized; most studies are in animal models, and human studies are small and largely limited to the URT; fungi and viruses (including phages) are largely omitted because 16S rRNA analysis cannot capture them; species-composition studies are insufficient without functional transcriptomic/proteomic characterization; long-term effects of microbiome-modulating therapies (especially antibiotics) are unknown.
  • Stated by the paper: cross-sectional human studies are poorly controlled and small relative to confounding variables (age, gender, oral hygiene, smoking, medication, healthcare employment, exposure to children), and are confounded by viral type, sampling timing, infection severity, and antimicrobial use.
  • Evident from the text: the central mechanistic claim—that viral-induced microbiome changes cause secondary bacterial pneumonia in humans—is explicitly described as not yet examined ("the effects of these alterations on risk of secondary bacterial pneumonia have not been studied"), and much of the supporting evidence is from murine models under SPF conditions that may not reflect more diverse human or wild-mouse microbiota.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3389/fimmu.2018.02640

Cites

147 of 147 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 216 cited sources checked · 0 supported · 0 flagged

  • Premisenone given

    Antiviral immune responses induced by acute respiratory infections such as influenza are associated with changes in microbial composition and function ("dysbiosis") in the respiratory and gastrointestinal tract.

    “antiviral immune responses induced by acute respiratory infections such as influenza are associated with changes in microbial composition and function (“dysbiosis”) in the respiratory and gastrointestinal tract”
    Quote in the paperSubstantial claim
  • Premisenone given

    Influenza and other respiratory viral infections predispose patients to secondary bacterial infections.

    “Influenza and other respiratory viral infections predispoxsse patients to secondary bacterial super-infections”
    Quote in the paperSubstantial claim
  • Premisenone given

    These microbial communities have both direct and indirect effects on host defense against viral infections.

    “which have both direct and indirect effects on host defense against viral infections”
    Quote in the paperSubstantial claim
  • Premisecitation

    Over half of patients with severe infections in the 1957 H2N2 and 1968 H3N2 pandemics had bacterial complications.

    “over half of patients with severe infections in the 1957 H2N2 and 1968 H3N2 pandemics had bacterial complications”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [8] Bisno, 1971, Pneumonia and Hong Kong influenza: a prospective study of the 1968-1969 epidemic, Am J Med Sci source

      Not checked in the free run.

    • cites [9] Hers, 1958, Bacteriology and histopathology of the respiratory tract and lungs in fatal Asian influenza, Lancet source

      Not checked in the free run.

    • cites [10] Oswald, 1958, Pneumonia complicating Asian influenza, Br Med J source

      Not checked in the free run.

  • Premisenone given

    Influenza infection results in significant changes in the gut microbiome, despite the lack of detectable virions in the GI tract.

    “influenza infection has been found to result in significant changes in the gut microbiome, despite the lack of detectable virions in the GI tract”
    Quote in the paperNot a substantial claim
  • May combine two claims. 68
  • Classified as probably not a substantial claim. 38
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    Premisecitation

    Bacterial co-infection was detected in ~30% of cases in the 2009 H1N1 pandemic, with high mortality rates despite administration of appropriate antibiotics.

    “Bacterial co-infection was also detected in ~30% of cases in the 2009 H1N1 pandemic, with high mortality rates despite administration of appropriate antibiotics”
    Quote in the paperNot a substantial claim0 of 8 sources checked
    • cites [11] Cillóniz, 2012, Bacterial co-infection with H1N1 infection in patients admitted with community acquired pneumonia, J Infect source

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    • cites [12] Gill, 2010, Pulmonary pathologic findings of fatal 2009 pandemic influenza A/H1N1 viral infections, Arch Pathol Lab Med source

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    • cites [13] Jain, 2009, Hospitalized patients with 2009 H1N1 influenza in the United States, April-June 2009, N Engl J Med source

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    • cites [14] Kumar, 2009, Critically ill patients with 2009 influenza A(H1N1) infection in Canada, JAMA source

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    • cites [15] Martín-Loeches, 2011, Community-acquired respiratory coinfection in critically ill patients with pandemic 2009 influenza A(H1N1) virus, Chest source

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    • cites [17] Shieh, 2010, 2009 pandemic influenza A (H1N1): pathology and pathogenesis of 100 fatal cases in the United States, Am J Pathol source

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    • cites [18] Domínguez-Cherit, 2009, Critically Ill patients with 2009 influenza A(H1N1) in Mexico, JAMA source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    These dysbiotic changes may alter subsequent immune function against secondary bacterial infection or alter the dynamics of inter-microbial interactions, thereby enhancing the proliferation of potentially pathogenic bacterial species.

    “which in turn may alter subsequent immune function against secondary bacterial infection or alter the dynamics of inter-microbial interactions, thereby enhancing the proliferation of potentially pathogenic bacterial species”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The 1918-1919 H1N1 influenza pandemic resulted in more than 50 million deaths, with many caused by bacterial super-infection leading to secondary pneumonia.

    “the so-called “Spanish Flu” pandemic of H1N1 influenza A virus from 1918 to 1919 resulted in more than 50 million deaths, with many caused by bacterial super-infection leading to secondary pneumonia”
    Quote in the paperNot a substantial claim0 of 7 sources checked
    • cites [1] Brundage, 2006, Interactions between influenza and bacterial respiratory pathogens: implications for pandemic preparedness, Lancet Infect Dis source

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    • cites [2] Chien, 2009, Bacterial pathogens and death during the 1918 influenza pandemic, N Engl J Med source

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    • cites [3] Johnson, 2002, Updating the accounts: global mortality of the 1918-1920 “Spanish” influenza pandemic, Bull Hist Med source

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    • cites [4] McCullers, 2006, Insights into the interaction between influenza virus and pneumococcus, Clin Microbiol Rev source

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    • cites [5] Morens, 2007, The 1918 influenza pandemic: insights for the 21st century, J Infect Dis source

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    • cites [6] Morens, 2008, Predominant role of bacterial pneumonia as a cause of death in pandemic influenza: implications for pandemic influenza preparedness, J Infect Dis source

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    • cites [7] The origin and virulence of the 1918 “Spanish” influenza virus86112 TaubenbergerJK 17526158Proc Am Philos Soc1502006

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  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Secondary bacterial infections following respiratory viral infections often have a more severe clinical course.

    “which often have a more severe clinical course”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Unique microbial communities reside on the mucosal surfaces of the gastrointestinal tract and the respiratory tract.

    “unique microbial communities reside on the mucosal surfaces of the gastrointestinal tract and the respiratory tract”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given

    The mechanisms underlying post-viral bacterial infections are complex and include multifactorial processes mediated by interactions between viruses, bacteria, and the host immune system.

    “The mechanisms underlying post-viral bacterial infections are complex, and include multifactorial processes mediated by interactions between viruses, bacteria, and the host immune system.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Microbial metabolites are integral for promoting immune responses in the gut against pathogens, including inducing secretion of IL-18 and defensins.

    “microbial metabolites are integral for promoting immune responses in the gut against pathogens, including inducing secretion of IL-18 (36) and defensins (37, 38)”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [36] Kalina, 2002, Enhanced production of IL-18 in butyrate-treated intestinal epithelium by stimulation of the proximal promoter region, Eur J Immunol source

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    • cites [37] Schauber, 2003, Expression of the cathelicidin LL-37 is modulated by short chain fatty acids in colonocytes: relevance of signalling pathways, Gut source

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    • cites [38] Schauber, 2004, Histone-deacetylase inhibitors induce the cathelicidin LL-37 in gastrointestinal cells, Mol Immunol source

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    Premisecitation

    SCFAs promote the development of naive CD4+ T cells into regulatory T cells, induce "tolerogenic" dendritic cells in the intestinal mucosa, and limit autoimmunity.

    “SCFAs promote the development of naive CD4+ T cells into regulatory T cells (31, 32), induce “tolerogenic” dendritic cells in the intestinal mucosa (33), and limit autoimmity (34, 35).”
    Quote in the paperNot a substantial claim0 of 5 sources checked
    • cites [31] Smith, 2013, The microbial metabolites, short-chain fatty acids, regulate colonic Treg cell homeostasis, Science source

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    • cites [32] Arpaia, 2013, Metabolites produced by commensal bacteria promote peripheral regulatory T-cell generation, Nature source

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    • cites [33] Goverse, 2017, Diet-derived short chain fatty acids stimulate intestinal epithelial cells to induce mucosal tolerogenic dendritic cells, J Immunol source

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    • cites [34] Mariño, 2017, Gut microbial metabolites limit the frequency of autoimmune T cells and protect against type 1 diabetes, Nat Immunol source

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    • cites [35] Haase, 2018, Impacts of microbiome metabolites on immune regulation and autoimmunity, Immunology source

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  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Potential mechanisms by which microbiome changes might modulate susceptibility to secondary bacterial infections include alterations in the nature and magnitude of the immune response in the host and facilitating growth of pathogens in the absence of normal commensals.

    “potential mechanisms by which these changes might modulate susceptibility to secondary bacterial infections include alterations in the nature and magnitude of the immune response in the host (microbiome on host effects) and facilitating growth of pathogens in the absence of normal commensals (inter-microbial effects)”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    Germ-free mice have markedly underdeveloped gut-associated lymphoid tissues, decreased number and smaller-sized Peyer's patches and mesenteric lymph nodes, and defects in antibody production, compared to specific pathogen free (SPF) mice.

    “Germ-free (GF) mice (which lack microbiota) have markedly underdeveloped gut-associated lymphoid tissues, decreased number and smaller-sized Peyer's patches and mesenteric lymph nodes, and defects in antibody production, compared to specific pathogen free (SPF) mice.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Wild-living mice exhibit more diverse microbiomes, with significant abundance of Proteobacteria as well as Firmicutes and Bacteroidetes.

    “Wild-living mice exhibit more diverse microbiomes, with significant abundance of Proteobacteria as well as Firmicutes and Bacteroidetes”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [21] Rosshart, 2017, Wild mouse gut microbiota promotes host fitness and improves disease resistance, Cell source

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  • Classified as probably not a substantial claim.

    Premisenone given

    The effects of these alterations on risk of secondary bacterial pneumonia have not been studied.

    “While the effects of these alterations on risk of secondary bacterial pneumonia have not been studied”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Germ-free animals exhibit increased susceptibility to multiple types of infections, including viruses, bacteria, and parasites.

    “germ-free animals exhibit increased susceptibility to multiple types of infections, including viruses, bacteria, and parasites”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites (22,–27)

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    Premisecitation

    Short-chain fatty acids (SCFAs) such as acetate, propionate, and butyrate are fermentation products of dietary fiber and carbohydrates by large intestinal bacteria.

    “short-chain fatty acids (SCFAs) such as acetate, propionate, and butyrate are fermentation products of dietary fiber and carbohydrates by large intestinal bacteria”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [30] Cummings, 1983, Fermentation in the human large intestine: evidence and implications for health, Lancet source

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  • Classified as probably not a substantial claim.

    Interpretationreasoning

    Disruptions in the normal microbial communities by an acute viral infection might contribute to the development of post-viral bacterial pneumonia.

    “This raises the possibility that disruptions in the normal microbial communities by an acute viral infection might contribute to the development of post-viral bacterial pneumonia.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    During health, the human gut bacterial community is diverse, with each individual harboring over 100 trillion bacteria, comprised of over 150 different species.

    “During health, the human gut bacterial community is diverse, with each individual harboring over 100 trillion bacteria, comprised of over 150 different species.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    The gastrointestinal microbiota is dominated by Firmicutes and Bacteroidetes, with lower abundances of Proteobacteria and Actinobacteria.

    “The gastrointestinal microbiota is dominated by Firmicutes (e.g., Lactobacillus, Bacillus, and Clostridium) and Bacteroidetes (e.g., Bacteroides), with lower abundances of Proteobacteria (e.g., Escherichia) and Actinobacteria (e.g., Bifidobacterium)”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [19] Honda, 2012, The microbiome in infectious disease and inflammation, Annu Rev Immunol source

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    • cites [20] Human, 2012, Structure, function and diversity of the healthy human microbiome, Nature source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Segmented filamentous bacteria are critical promoters of intestinal mucosal IgA production and Th17 cell induction.

    “segmented filamentous bacteria are critical promoters of intestinal mucosal IgA production (39, 40)and Th17 cell induction (41, 42)”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [39] Klaasen, 1993, Apathogenic, intestinal, segmented, filamentous bacteria stimulate the mucosal immune system of mice, Infect Immun source

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    • cites [40] Talham, 1999, Segmented filamentous bacteria are potent stimuli of a physiologically normal state of the murine gut mucosal immune system, Infect Immun source

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    • cites [41] Ivanov, 2009, Induction of intestinal Th17 cells by segmented filamentous bacteria, Cell source

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    • cites [42] Gaboriau-Routhiau, 2009, The key role of segmented filamentous bacteria in the coordinated maturation of gut helper T cell responses, Immunity source

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  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    The gut microbiome plays an integral role in shaping the immune system starting early in life, with continued influence on priming the nature and robustness of immune responses throughout one's lifetime.

    “The gut microbiome, in particular, has been shown to play an integral role in shaping the immune system starting early in life, with continued influence on priming the nature and robustness of immune responses throughout one's lifetime.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    Compared to free-living mice or laboratory animals exposed to gut flora from wild mice, SPF animals have a more limited microbial community and are also more susceptible to inflammatory diseases, with a reduced immune repertoire including deficits in memory responses.

    “compared to free-living mice or laboratory animals exposed to gut flora from wild mice, SPF animals have a more limited microbial community and are also more susceptible to inflammatory diseases, with a reduced immune repertoire including deficits in memory responses”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [21] Rosshart, 2017, Wild mouse gut microbiota promotes host fitness and improves disease resistance, Cell source

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    • cites [28] Reese, 2016, Sequential infection with common pathogens promotes human-like immune gene expression and altered vaccine response, Cell Host Microbe source

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    • cites [29] Beura, 2016, Normalizing the environment recapitulates adult human immune traits in laboratory mice, Nature source

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  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    Emerging evidence suggests that microbial communities residing on mucosal surfaces shape the rigor of immune responses and the ecological relationships between host and pathogens.

    “emerging evidence suggests that our microbial communities residing on our mucosal surfaces likely shape the rigor of our immune responses and shape the ecological relationships between host and pathogens”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Bacterial metabolites generated by gut commensals contribute to the maintenance of intact epithelial integrity, regulatory T-cell development, and a relatively anti-inflammatory immune state.

    “bacterial metabolites generated by gut commensals contribute to the maintenance of intact epithelial integrity, regulatory T-cell development, and a relatively anti-inflammatory immune state”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    The pathogenesis of super-infection has been attributed to direct mucosal/epithelial damage by influenza virus, increased bacterial colonization of the upper and lower respiratory tracts, and dysregulation of immune responses, which all lead to increased susceptibility to secondary bacterial infections.

    “The pathogenesis of super-infection has been attributed to direct mucosal/epithelial damage by influenza virus, increased bacterial colonization of the upper and lower respiratory tracts (URT and LRT, respectively), and dysregulation of immune responses, which all lead to increased susceptibility to secondary bacterial infections.”
    Quote in the paperNot a substantial claim
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    Premisenone given

    The effects of viral infection on the respiratory microbiome appear to be relatively modest, but detectable.

    “the effects of viral infection on the respiratory microbiome appear to be relatively modest, but detectable”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given

    The respiratory tract harbors distinct communities of microbes, with multiple discrete ecological niches that vary in temperature, pH, oxygen tension, mucus production, and other factors.

    “The respiratory tract also harbors distinct communities of microbes, with multiple discrete ecological niches (e.g., nasal cavity, oropharynx, upper airways) that vary in terms of temperature, pH, oxygen tension, mucus production, and other factors.”
    Quote in the paperNot a substantial claim
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    Premisenone given

    The gut microbiome plays an integral role in the development, instruction, and priming of the immune system.

    “The gut microbiome, in addition to its metabolic functions in the host, plays an integral role in the development, instruction, and priming of the immune system.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    The increase in Proteobacteria appears to be mediated by type I interferons (IFNs), which not only depleted anaerobic bacteria but also increased susceptibility to secondary Salmonella colitis.

    “The increase in Proteobacteria appears to be mediated by type I interferons (IFNs) (18), which not only depleted anaerobic bacteria but also increased susceptibility to secondary Salmonella colitis.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [18] Domínguez-Cherit, 2009, Critically Ill patients with 2009 influenza A(H1N1) in Mexico, JAMA source

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    Interpretationcitation

    Antibiotic treatment prior to influenza infection ameliorated the degree of intestinal injury, but not lung injury, suggesting that gut dysbiosis contributed to local but not systemic inflammation.

    “antibiotic treatment prior to influenza infection ameliorated the degree of intestinal injury, but not lung injury, suggesting that gut dysbiosis contributed to local but not systemic inflammation”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [43] Wang, 2014, Respiratory influenza virus infection induces intestinal immune injury via microbiota-mediated Th17 cell-dependent inflammation, J Exp Med source

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  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Dysbiosis is associated with a variety of chronic diseases, many of which are characterized by chronic inflammation or abnormal metabolism, including inflammatory bowel disease, cardiovascular disease, and diabetes.

    “Dysbiosis, or an imbalance in the normal composition of the microbiome, is associated with a variety of chronic diseases, many of which are characterized by chronic inflammation or abnormal metabolism, including inflammatory bowel disease, cardiovascular disease, and diabetes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Caloric restriction also results in increased relative abundance of Proteobacteria and increased Bacteroidetes to Firmicutes ratio, raising the possibility that decreased oral intake during influenza may contribute to changes in the microbiome.

    “caloric restriction also results in increased relative abundance of Proteobacteria and increased Bacteroidetes to Firmicutes ratio, raising the possibility that decreased oral intake during influenza may contribute to changes in the microbiome”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [45] Bartley, 2017, Impact of age, caloric restriction, and influenza infection on mouse gut microbiome: an exploratory study of the role of age-related microbiome changes on influenza responses, Front Immunol source

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    • cites [47] Groves, 2018, Respiratory disease following viral lung infection alters the murine gut microbiota, Front Immunol source

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    • cites [49] Ley, 2006, Microbial ecology: human gut microbes associated with obesity, Nature source

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    • cites [50] Ruiz, 2017, One-year calorie restriction impacts gut microbial composition but not its metabolic performance in obese adolescents, Environ Microbiol source

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  • May combine two claims.

    Interpretationcitation

    Macrophages from animals treated with antibiotics exhibited defective responses to type I and II IFNs and impaired capacity to limit viral replication, suggesting that intestinal microbiota provide immune stimulation that establishes an "activation threshold" for innate antiviral immune responses.

    “Macrophages from animals treated with antibiotics exhibited defective responses to type I and II IFNs and impaired capacity to limit viral replication, suggesting that intestinal microbiota provide immune stimulation that establishes an “activation threshold” for innate antiviral immune responses”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [52] Abt, 2012, Commensal bacteria calibrate the activation threshold of innate antiviral immunity, Immunity source

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    Premisecitation

    Mice given a 4 week oral course of broad-spectrum antibiotics before respiratory viral infection mounted an attenuated anti-PR8 antibody response, were incapable of inducing CD4+ T cell-mediated IFN-γ response to PR8 antigen, and had fewer influenza-specific CD8+ T cells.

    “Mice given a 4 week oral course of broad-spectrum antibiotics before respiratory viral infection mounted an attenuated anti-PR8 antibody response, were incapable of inducing CD4+ T cell-mediated IFN-γ response to PR8 antigen, and had fewer influenza-specific CD8+T cells”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [51] Ichinohe, 2011, Microbiota regulates immune defense against respiratory tract influenza A virus infection, Proc Natl Acad Sci USA source

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    • cites [52] Abt, 2012, Commensal bacteria calibrate the activation threshold of innate antiviral immunity, Immunity source

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  • May combine two claims.

    Premisecitation

    In a murine model of influenza infection, although total numbers of bacteria in the gut did not decrease, there was a reduction in quantities of segmented filamentous bacteria (SFB) and Lactobacillus/Lactococcus, accompanied by increases in Enterobacteriaceae.

    “In a murine model of influenza infection, the investigators found that although the total numbers of bacteria in the gut did not decrease, there was a reduction in the quantities of segmented filamentous bacteria (SFB) and Lactobacillus/Lactococcus, accompanied by increases in Enterobacteriaceae.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [43] Wang, 2014, Respiratory influenza virus infection induces intestinal immune injury via microbiota-mediated Th17 cell-dependent inflammation, J Exp Med source

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  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    Short-term perturbations in the gut microenvironment caused by illness, antibiotic usage, or dietary changes can alter the gut microbiome and subsequently lead to transient alterations in immune responses.

    “Short-term perturbations in the gut microenvironment caused by illness, antibiotic usage, or dietary changes (e.g., starvation) can alter the gut microbiome and subsequently lead to transient alterations in immune responses.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    Germ-free mice and antibiotic-treated mice exhibit impaired antibody responses to seasonal influenza vaccination, which was restored by oral administration of flagellated E. coli, demonstrating a dependence on TLR5-mediated sensing of the host microbiota.

    “Germ-free mice and antibiotic-treated mice also exhibit impaired antibody responses to seasonal influenza vaccination, which was restored by oral administration of flagellated E. coli, demonstrating a dependence on TLR5-mediated sensing of the host microbiota”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [53] Oh, 2014, TLR5-mediated sensing of gut microbiota is necessary for antibody responses to seasonal influenza vaccination, Immunity source

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  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    The respiratory tract is the main site of continuous contact with exogenous microbes.

    “The respiratory tract is the main site of continuous contact with exogenous microbes.”
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    Premisecitation

    Skin and oral cavity lineages are represented in the nasopharynx-e.g., Streptococcus, Staphylococcus, Corynebacterium, and Prevotella.

    “Skin and oral cavity lineages are represented in the nasopharynx—e.g., Streptococcus, Staphylococcus, Corynebacterium, and Prevotella”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [70] Charlson, 2011, Topographical continuity of bacterial populations in the healthy human respiratory tract, Am J Respir Crit Care Med source

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    • cites [72] Ling, 2013, Pyrosequencing analysis of the human microbiota of healthy Chinese undergraduates, BMC Genomics source

      Not checked in the free run.

    • cites [73] Allen, 2014, Characterization of the nasopharyngeal microbiota in health and during rhinovirus challenge, Microbiome source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Oral administration of a probiotic cocktail containing Lactobacillus restored the immune response and enhanced the activation of signaling pathways associated with recognition of single-stranded RNA virus.

    “Oral administration of a probiotic cocktail containing Lactobacillus restored the immune response and enhanced the activation of signaling pathways associated with recognition of single-stranded RNA virus”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [62] Wu, 2013, Microbiota regulates the TLR7 signaling pathway against respiratory tract influenza A virus infection, Curr Microbiol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Clinical studies have shown that although probiotics do not influence the incidence of respiratory tract infection, they do reduce the severity of symptoms and duration of the illness.

    “clinical studies have shown that although probiotics do not influence the incidence of respiratory tract infection, they do reduce the severity of symptoms and duration of the illness”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [57] de, 2006, Probiotic bacteria reduced duration and severity but not the incidence of common cold episodes in a double blind, randomized, controlled trial, Vaccine source

      Not checked in the free run.

    • cites [58] Vouloumanou, 2009, Probiotics for the prevention of respiratory tract infections: a systematic review, Int J Antimicrob Agents source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Antibiotic-pretreated animals displayed altered cytokine profiles in the lung compared to untreated controls following S. pneumoniae infection, including significantly decreased TNF-α levels at 6 and 24 h after infection.

    “Antibiotic-pretreated animals displayed altered cytokine profiles in the lung compared to untreated controls following S. pneumoniae infection, including significantly decreased TNF-α levels at 6 and 24 h after infection.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [55] Schuijt, 2016, The gut microbiota plays a protective role in the host defence against pneumococcal pneumonia, Gut source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Animals fed a high fiber diet had increased generation of SCFAs, leading to enhanced antiviral CD8+ T cell immune responses and attenuated neutrophil-mediated lung injury during influenza infection, resulting in improved survival.

    “animals fed a high fiber diet had increased generation of SCFAs, leading to enhanced antiviral CD8+ T cell immune responses and attenuated neutrophil-mediated lung injury during influenza infection, resulting in improved survival”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [63] Trompette, 2018, Dietary fiber confers protection against flu by shaping Ly6c- patrolling monocyte hematopoiesis and CD8+ T cell metabolism, Immunity source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The oropharynx contains members of Firmicutes, Proteobacteria, and Bacteroidetes, including Streptococcus, Neisseria, Haemophilus, and Lachnospira spp.

    “The oropharynx contains members of Firmicutes, Proteobacteria, and Bacteroidetes, including Streptococcus, Neisseria, Haemophilus, and Lachnospira spp.”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [68] Lemon, 2010, Comparative analyses of the bacterial microbiota of the human nostril and oropharynx, MBio source

      Not checked in the free run.

    • cites [70] Charlson, 2011, Topographical continuity of bacterial populations in the healthy human respiratory tract, Am J Respir Crit Care Med source

      Not checked in the free run.

    • cites [71] Yi, 2014, Profiling bacterial community in upper respiratory tracts, BMC Infect Dis source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    In healthy adults, bacteria present in the nasal cavity are typically those associated with skin, predominantly members of the Actinobacteria, followed by Firmicutes, and Proteobacteria.

    “In healthy adults, bacteria present in the nasal cavity are typically those associated with skin, predominantly members of the Actinobacteria (e.g., Corynebacterium spp., Propionibacterium spp.), followed by Firmicutes (e.g., Staphylococcus spp.), and Proteobacteria”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [67] Frank, 2010, The human nasal microbiota and Staphylococcus aureus carriage, PLoS ONE source

      Not checked in the free run.

    • cites [68] Lemon, 2010, Comparative analyses of the bacterial microbiota of the human nostril and oropharynx, MBio source

      Not checked in the free run.

    • cites [69] Bassis, 2014, The nasal cavity microbiota of healthy adults, Microbiome source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Oral administration of Lactobacillus plantarum enhanced the type I IFN response and lowered viral titers in the lungs in a murine model of influenza infection.

    “oral administration of Lactobacillus plantarum enhanced the type I IFN response and lowered viral titers in the lungs in a murine model of influenza infection”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [60] Maeda, 2009, Oral administration of heat-killed Lactobacillus plantarum L-137 enhances protection against influenza virus infection by stimulation of type I interferon production in mice, Int Immunopharmacol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Antibiotic-treated mice exhibited markedly decreased fecal and serum DAT levels, which was associated with attenuated type I IFN responses to influenza infection and increased mortality.

    “Antibiotic-treated mice exhibited markedly decreased fecal and serum DAT levels, which was associated with attenuated type I IFN responses to influenza infection and increased mortality”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [59] Steed, 2017, The microbial metabolite desaminotyrosine protects from influenza through type I interferon, Science source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Microbiome depletion led to decreased survival, increased lung bacterial burden, and increased systemic dissemination of bacteria in mice challenged with S. pneumoniae.

    “microbiome depletion led to decreased survival, increased lung bacterial burden, and increased systemic dissemination of bacteria”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [55] Schuijt, 2016, The gut microbiota plays a protective role in the host defence against pneumococcal pneumonia, Gut source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Several factors are known to influence airway microbiome composition including infection history, age, genetics, and structural lung disease.

    “Several factors are known to influence airway microbiome composition including infection history, age, genetics, and structural lung disease.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    SFB-deficient animals have increased lung bacterial burdens and more severe pneumonia when challenged with MRSA, which was associated with decreased IL-17-mediated responses in the lung.

    “SFB-deficient animals have increased lung bacterial burdens and more severe pneumonia when challenged with methicillin-resistant Staphylococcus aureus (MRSA) (54), which was associated with decreased IL-17-mediated responses in the lung.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [54] Gauguet, 2015, Intestinal Microbiota of Mice Influences Resistance to Staphylococcus aureus Pneumonia, Infect Immun source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In the microbiota-depleted group, alveolar macrophages and blood neutrophils exhibited decreased phagocytic activity, and decreased inflammatory cytokine production following ex vivo stimulation by TLR ligands such as LTA.

    “in the microbiota-depleted group, alveolar macrophages and blood neutrophils exhibited decreased phagocytic activity, and decreased inflammatory cytokine production following ex vivo stimulation by Toll-like receptor (TLR) ligands such as lipoteichoic acid (LTA)”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [55] Schuijt, 2016, The gut microbiota plays a protective role in the host defence against pneumococcal pneumonia, Gut source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given

    The URT and LRT have similar microbial community compositions, although microbe densities are much higher in the former in healthy hosts.

    “The URT and LRT have similar microbial community compositions, although microbe densities are much higher in the former in healthy hosts.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Individuals with chronic airway diseases (e.g., cystic fibrosis, COPD) have increased bacterial populations in the lungs and differences in the relative abundance of certain species.

    “Individuals with chronic airway diseases (e.g., cystic fibrosis, COPD) have increased bacterial populations in the lungs (77) and differences in the relative abundance of certain species”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [77] Venkataraman, 2015, Application of a neutral community model to assess structuring of the human lung microbiome, MBio source

      Not checked in the free run.

    • cites [81] Rogers, 2015, Respiratory microbiota: addressing clinical questions, informing clinical practice, Thorax source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The major phyla in healthy lungs are Bacteroidetes and Firmicutes, which mainly include Prevotella, Veillonella, and Streptococcus.

    “The major phyla in healthy lungs are Bacteroidetes and Firmicutes, which mainly include Prevotella, Veillonella, and Streptococcus”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [78] Morris, 2013, Comparison of the respiratory microbiome in healthy nonsmokers and smokers, Am J Respir Crit Care Med source

      Not checked in the free run.

    • cites [79] Segal, 2013, Enrichment of lung microbiome with supraglottic taxa is associated with increased pulmonary inflammation, Microbiome source

      Not checked in the free run.

    • cites [80] Dickson, 2015, Spatial variation in the healthy human lung microbiome and the adapted island model of lung biogeography, Ann Am Thorac Soc source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Contrary to dogma that normal healthy lungs are a sterile environment, a distinct, and somewhat dynamic lung microbiome can be identified using sequencing technology, with microaspiration serving as the primary route of microbial immigration from the URT to the LRT.

    “Contrary to dogma that normal healthy lungs are a sterile environment, a distinct, and somewhat dynamic lung microbiome can be identified using sequencing technology, with microaspiration serving as the primary route of microbial immigration from the URT to the LRT”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [76] Bassis, 2015, Analysis of the upper respiratory tract microbiotas as the source of the lung and gastric microbiotas in healthy individuals, MBio source

      Not checked in the free run.

    • cites [77] Venkataraman, 2015, Application of a neutral community model to assess structuring of the human lung microbiome, MBio source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    A limited number of pathogens including Streptococcus pneumoniae, Neisseria meningitides, and Haemophilus influenzae are commensal bacteria of the URT.

    “A limited number of pathogens including Streptococcus pneumoniae, Neisseria meningitides, and Haemophilus influenzae are commensal bacteria of the URT.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductcitation

    Both studies included subjects ranging from infants to adults >80 years of age, limiting conclusions about age-related effects.

    “Both studies included subjects ranging from infants to adults >80 years of age, limiting conclusions about age-related effects.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [71] Yi, 2014, Profiling bacterial community in upper respiratory tracts, BMC Infect Dis source

      Not checked in the free run.

    • cites [100] Edouard, 2018, The nasopharyngeal microbiota in patients with viral respiratory tract infections is enriched in bacterial pathogens, Eur J Clin Microbiol Infect Dis source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Unlike other diseases where decreased diversity is considered deleterious to the host, the effects of viral infections on diversity per se are variable and not presently considered a good indicator of risk for complications, including secondary bacterial pneumonias.

    “Thus, unlike other diseases where decreased diversity is considered deleterious to the host, the effects of viral infections on diversity per se are variable and not presently considered a good indicator of risk for complications, including secondary bacterial pneumonias.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Children with severe influenza showed decreased relative abundance of S. aureus and increased abundance of Prevotella, Streptobacillus, Porphyromonas, Granulicatella, Veillonella, Fusobacterium, and Haemophilus.

    “Children with severe influenza showed decreased relative abundance of S. aureus and increased abundance of Prevotella, Streptobacillus, Porphyromonas, Granulicatella, Veillonella, Fusobacterium, and Haemophilus.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [105] Langevin, 2017, Early nasopharyngeal microbial signature associated with severe influenza in children: a retrospective pilot study, J Gen Virol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    RSV-infected mice who underwent antibiotic-mediated depletion of Streptococcus viridans in the nasopharynx exhibited increases in number of inflammatory lymphocytes and airway hyperresponsiveness, and decreases in regulatory T cell number and transforming growth factor-β production.

    “RSV-infected mice who underwent antibiotic-mediated depletion of Streptococcus viridans in the nasopharynx exhibited increases in number of inflammatory lymphocytes and airway hyperresponsiveness, and decreases in regulatory T cell number and transforming growth factor-β production”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [103] Ni, 2012, Pharyngeal microflora disruption by antibiotics promotes airway hyperresponsiveness after respiratory syncytial virus infection, PLoS ONE source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a study of mice colonized with S. pneumoniae and then infected with influenza A virus 3 days after, S. pneumoniae transmission occurred only when all mice were infected with influenza and was blocked by an influenza-neutralizing antibody.

    “In a study of mice colonized with S. pneumoniae and then infected with influenza A virus 3 days after, S. pneumoniae transmission occurred only when all mice were infected with influenza and was blocked by an influenza-neutralizing antibody”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [95] Diavatopoulos, 2010, Influenza A virus facilitates Streptococcus pneumoniae transmission and disease, FASEB J source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    In healthy children, the major phyla among nasopharyngeal microbiotas are Proteobacteria, Firmicutes, Bacteroidetes, Actinobacteria, and Fusobacteria, with Moraxella, Haemophilus, Streptococcus, Flavobacteria, Dolosigranulum, Corynebacterium, and Neisseria as predominant genera.

    “In healthy children, the major phyla among nasopharyngeal microbiotas are Proteobacteria, Firmicutes, Bacteroidetes, Actinobacteria, and Fusobacteria, with Moraxella, Haemophilus, Streptococcus, Flavobacteria, Dolosigranulum, Corynebacterium, and Neisseria as predominant genera.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [114] Bogaert, 2011, Variability and diversity of nasopharyngeal microbiota in children: a metagenomic analysis, PLoS ONE source

      Not checked in the free run.

  • May combine two claims.

    Study design and conductreasoning

    Another complicating factor particularly in cross-sectional studies examining the microbiome during viral infections is that the groups are not well-controlled and the sample numbers are relatively small considering the number of variables that could affect the respiratory tract microbiome.

    “Another complicating factor particularly in cross-sectional studies examining the microbiome during viral infections is that the groups are not well-controlled and the sample numbers are relatively small considering the number of variables that could affect the respiratory tract microbiome–such as age, gender, oral hygiene and nose-picking habits, healthcare-based employment status, smoking status”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Mean relative abundances of Haemophilus, Moraxella, Staphylococcus, and Corynebacterium varied significantly between summer and fall samples and between age groups.

    “although mean relative abundances of Haemophilus, Moraxella, Staphylococcus, and Corynebacterium varied significantly between summer and fall samples and between age groups.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [115] Pérez-Losada, 2017, Nasopharyngeal microbiome diversity changes over time in children with asthma, PLoS ONE source

      Not checked in the free run.

  • May combine two claims.

    Study design and conductreasoning

    The underlying type of viral infection, sampling timepoint after onset of infection, severity of infection, and concomitant antimicrobial usage are confounding factors.

    “The underlying type of viral infection, sampling timepoint after onset of infection, severity of infection, and concomittant antimicrobial usage are other confounding factors.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation

    These studies demonstrated that there was considerable inter-subject variability, highlighting the need for longitudinal studies to decipher changes following viral infection.

    “However, these studies demonstrated that there was considerable inter-subject variability, highlighting the need for longitudinal studies to decipher changes following viral infection.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [108] Leung, 2013, Modulation of potential respiratory pathogens by pH1N1 viral infection, Clin Microbiol Infect source

      Not checked in the free run.

    • cites [109] Chaban, 2013, Characterization of the upper respiratory tract microbiomes of patients with pandemic H1N1 influenza, PLoS ONE source

      Not checked in the free run.

    • cites [110] Greninger, 2010, A metagenomic analysis of pandemic influenza A (2009 H1N1) infection in patients from North America, PLoS ONE source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    An investigation of the frequency and seasonal variation in bacterial and viral load in asymptomatic healthcare professionals during the winter and summer months showed that of the 100 subjects tested during the winter, 34 were colonized with at least one bacterial species and 11 tested positive for at least one virus.

    “An investigation of the frequency and seasonal variation in bacterial and viral load in asymptomatic healthcare professionals during the winter and summer months showed that of the 100 subjects tested during the winter, 34 were colonized with at least one bacterial species and 11 tested positive for at least one virus.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [116] Hassoun, 2015, Seasonal variation of respiratory pathogen colonization in asymptomatic health care professionals: A single-center, cross-sectional, 2-season observational study, Am J Infect Control source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In the nasopharyngeal compartment of Aboriginal and non-Aboriginal children in Australia, positive associations were detected between hRV and S. pneumoniae, H. influenza, and Moraxella catarrhalis carriage as well as between adenovirus and M. catarrhalis.

    “In the nasopharyngeal compartment of Aboriginal and non-Aboriginal children in Australia, positive associations were detected between hRV and S. pneumoniae, H. influenza, and Moraxella catarrhalis carriage as well as between adenovirus and M. catarrhalis (111).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [111] Jacoby, 2007, Kalgoorlie Otitis Media Research Project Team. Modelling the co-occurrence of Streptococcus pneumoniae with other bacterial and viral pathogens in the upper respiratory tract, Vaccine source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    These profiles were not associated with virus type but were linked to the age of subjects.

    “These profiles, however, were not associated with virus type but were linked to the age of subjects (71).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [71] Yi, 2014, Profiling bacterial community in upper respiratory tracts, BMC Infect Dis source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Changes in nasopharyngeal microbiome diversity were observed across seasons, with a predominance of Proteobacteria and Fusobacteria in fall-winter and Bacteroidetes and Firmicutes in spring; these differences were independent of recent antibiotics and viral co-infection.

    “Changes in nasopharyngeal microbiome diversity were observed across seasons, with a predominance of Proteobacteria and Fusobacteria in fall-winter and Bacteroidetes and Firmicutes in spring; these differences were independent of recent antibiotics and viral co-infection (114).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [114] Bogaert, 2011, Variability and diversity of nasopharyngeal microbiota in children: a metagenomic analysis, PLoS ONE source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a mouse model, bacterial density in the nasopharynx after LAIV administration was increased as much as 100,000 times compared to influenza-naive hosts, and the duration of carriage of S. pneumoniae or S. aureus was also increased 2 to 5-fold.

    “In a mouse model, bacterial density in the nasopharynx after LAIV administration was increased as much as 100,000 times compared to influenza-naive hosts, and the duration of carriage of S. pneumoniae or S. aureus was also increased 2 to 5-fold (121).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [121] Mina, 2014, Live attenuated influenza vaccine enhances colonization of Streptococcus pneumoniae and Staphylococcus aureus in mice, MBio source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In healthy adult volunteers, intranasal LAIV administration induced an increase in the diversity of the nasopharyngeal microbiome, as well as relative abundances of Staphylococcus and Bacteroides.

    “In healthy adult volunteers, it was demonstrated that intranasal LAIV administration induced an increase in the diversity of the nasopharyngeal microbiome, as well as relative abundances of Staphylococcus and Bacteroides (107).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [107] Tarabichi, 2015, The administration of intranasal live attenuated influenza vaccine induces changes in the nasal microbiota and nasal epithelium gene expression profiles, Microbiome source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Nasopharyngeal sampling showed decreased relative abundance of Haemophilus and Neisseria spp., but an increase in the normal nasal commensal, Propionibacterium, in subjects following hRV infection.

    “Nasopharyngeal sampling showed completely opposite results, with decreased relative abundance of Haemophilus and Neisseria spp., but an increase in the normal nasal commensal, Propionibacterium, in subjects following hRV infection (73).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [73] Allen, 2014, Characterization of the nasopharyngeal microbiota in health and during rhinovirus challenge, Microbiome source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Administration of live attenuated influenza vaccine (LAIV), which is nasally instilled, to healthy children increased the nasal colonization density of S. pneumoniae in subjects who harbored this bacterium at the time of vaccination, and transiently increased rates of colonization by H. influenza.

    “Administration of live attenuated influenza vaccine (LAIV), which is nasally instilled, to healthy children increased the nasal colonization density of S. pneumoniae in subjects who harbored this bacterium at the time of vaccination, and transiently increased rates of colonization by H. influenza (120).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [120] Thors, 2016, The effects of live attenuated influenza vaccine on nasopharyngeal bacteria in healthy 2 to 4 year olds. a randomized controlled trial, Am J Respir Crit Care Med source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In contrast, of the 100 subjects tested during the summer, 37 harbored at least one bacterium (mainly MRSA and K. pneumoniae) and four tested positive for one virus.

    “In contrast, of the 100 subjects tested during the summer, 37 harbored at least one bacterium (mainly MRSA and K. pneumoniae) and four tested positive for one virus (116).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [116] Hassoun, 2015, Seasonal variation of respiratory pathogen colonization in asymptomatic health care professionals: A single-center, cross-sectional, 2-season observational study, Am J Infect Control source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In the oropharyngeal compartment, rhinovirus infection was associated with a strong trend toward transient increases in the relative abundances of H. parainfluenzae, Neisseria subflava and a weak trend toward an increase in S. aureus.

    “In the oropharyngeal compartment, rhinovirus infection was associated with a strong trend toward transient increases in the relative abundances of H. parainfluenzae, Neisseria subflava and a weak trend toward an increase in S. aureus (119).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [119] Hofstra, 2015, Changes in microbiota during experimental human Rhinovirus infection, BMC Infect Dis source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Another study of 31 families with small children using longitudinal nasal swab sampling demonstrated that rhinovirus infection was associated with increased acquisition of S. pneumoniae from the community as well as increased transmission of S. pneumoniae within the family.

    “Another study of 31 families with small children using longitudinal nasal swab sampling demonstrated that rhinovirus infection was associated with increased acquisition of S. pneumoniae from the community as well as increased transmission of S. pneumoniae within the family (118).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [118] Karppinen, 2017, Acquisition and transmission of streptococcus pneumoniae are facilitated during rhinovirus infection in families with children, Am J Respir Crit Care Med source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The percentage of colonized children and bacterial density were also higher at asymptomatic visits in which virus was detected than at those in which virus was not detected.

    “Interestingly, the percentage of colonized children and bacterial density were also higher at asymptomatic visits in which virus was detected than at those in which virus was not detected (117).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [117] DeMuri, 2018, Dynamics of bacterial colonization with streptococcus pneumoniae, haemophilus influenzae, and moraxella catarrhalis during symptomatic and asymptomatic viral upper respiratory tract infection, Clin Infect Dis source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In subjects with chronic obstructive pulmonary disease (COPD) after hRV infection but not in healthy individuals, there was an increase in bacterial burden and growth of bacteria present at baseline, particularly H. influenzae.

    “In subjects with chronic obstructive pulmonary disease (COPD) after hRV infection but not in healthy individuals, there was an increase in bacterial burden and growth of bacteria present at baseline, particularly H. influenzae (124).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [124] Molyneaux, 2013, Outgrowth of the bacterial airway microbiome after rhinovirus exacerbation of chronic obstructive pulmonary disease, Am J Respir Crit Care Med source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Mucus production in the respiratory tract is increased to facilitate viral clearance during infections, but excessive mucus production can lead to airway obstruction by impeding mucociliary clearance.

    “First, mucus production in the respiratory tract is increased to facilitate viral clearance during infections. However, excessive mucus production can lead to airway obstruction by impeding mucociliary clearance (125).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [125] Vareille, 2011, The airway epithelium: soldier in the fight against respiratory viruses, Clin Microbiol Rev source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Increased upper respiratory tract persistence of S. aureus as well as increased risk of S. aureus pneumonia was observed in flu-infected wildtype mice compared to mice lacking the type III IFN receptor.

    “Increased upper respiratory tract persistence of S. aureus as well as increased risk of S. aureus pneumonia was observed in flu-infected wildtype mice compared to mice lacking the type III IFN receptor (123).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [123] Planet, 2016, Lambda interferon restructures the nasal microbiome and increases susceptibility to staphylococcus aureus superinfection, MBio source

      Not checked in the free run.

  • May combine two claims.

    Interpretationreasoning

    Respiratory viruses not only alter the bacterial community in the URT, but also promote bacterial colonization of the LRT by a variety of mechanisms that impair bacterial clearance.

    “Respiratory viruses not only alter the bacterial community in the URT, but also promote bacterial colonization of the LRT by a variety of mechanisms that impair bacterial clearance.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisereasoning

    Compared to studies of the URT microbiome, studies of the LRT microbiome following viral infections are relatively scarce due to the difficulty of obtaining uncontaminated samples from the lung.

    “Compared to studies of the URT microbiome, studies of the LRT microbiome following viral infections are relatively scarce due to the difficulty of obtaining uncontaminated samples from the lung.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Viral infections can reduce ciliary beat frequency and the number of ciliated cells, disrupt the coordinated movement of cilia, and impede the repair of respiratory epithelial cells, further leading to reduced mucociliary clearance.

    “Second, viral infections can also reduce ciliary beat frequency and the number of ciliated cells, disrupt the coordinated movement of cilia, and impede the repair of respiratory epithelial cells, further leading to reduced mucociliary clearance (126, 127).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [126] Pittet, 2010, Influenza virus infection decreases tracheal mucociliary velocity and clearance of Streptococcus pneumoniae, Am J Respir Cell Mol Biol source

      Not checked in the free run.

    • cites [127] Smith, 2014, Ciliary dyskinesia is an early feature of respiratory syncytial virus infection, Eur Respir J source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Samples of convenience, such as sputum, suffer from oral contamination, but bronchoscopic samples are invasive and expensive to obtain on a regular basis.

    “Samples of convenience, such as sputum, suffer from oral contamination, but bronchoscopic samples are invasive and expensive to obtain on a regular basis.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    C. pseudodiphtheriticum inhibited S. aureus growth, whereas C. accolens and S. aureus appeared to support each other's growth.

    “Subsequent studies by another group reported that C. pseudodiphtheriticum inhibited S. aureus growth, whereas C. accolens and S. aureus appeared to support each other's growth (139).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [139] Yan, 2013, Nasal microenvironments and interspecific interactions influence nasal microbiota complexity and S. aureus carriage, Cell Host Microbe source

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Influenza infection perturbs the respiratory microbiome, leading to the production of secondary metabolites including immune-modulating molecules.

    “These data imply that influenza infection perturbs the respiratory microbiome, leading to the production of secondary metabolites including immune-modulating molecules.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [108] Leung, 2013, Modulation of potential respiratory pathogens by pH1N1 viral infection, Clin Microbiol Infect source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    A recent preclinical study using a murine model of RSV and S. pneumoniae superinfection employed nasal priming by a C. pseudodiphtheriticum strain to augment host defense against the viral infection, which enhanced clearance of secondary bacterial challenge and reduced lung injury measures.

    “Interestingly, a recent preclinical study using a murine model of RSV and S. pneumoniae superinfection employed nasal priming by a C. pseudodiphtheriticum strain to augment host defense against the viral infection, which enhanced clearance of secondary bacterial challenge and reduced lung injury measures (140).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [140] Kanmani, 2017, Respiratory commensal bacteria corynebacterium pseudodiphtheriticum improves resistance of infant mice to respiratory syncytial virus and streptococcus pneumoniae superinfection, Front Microbiol source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Corynebacterium spp. were enriched in children who were not nasally colonized with pneumococcus, and C. accolens inhibit S. pneumoniae growth in vitro by expressing a lipase that releases free fatty acids from skin surface triacylglycerols, which inhibit pneumococcal growth.

    “Conversely, other investigators observed that Corynebacterium spp. were enriched in children who were not nasally colonized with pneumococcus, and demonstrated that C. accolens inhibit S. pneumoniae growth in vitro by expressing a lipase that releases free fatty acids from skin surface triacylglycerols, which inhibit pneumococcal growth.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The mechanism of eradication appeared to be bacteriocin-independent.

    “The mechanism appeared to be bacteriocin-independent.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [137] Uehara, 2000, Bacterial interference among nasal inhabitants: eradication of Staphylococcus aureus from nasal cavities by artificial implantation of Corynebacterium sp, J Hosp Infect source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Interpretationreasoning

    It is possible that the immune response incited by acute viral infections, changes in the host epithelial surface caused by the virus, or the virus itself might lead to elimination of a host commensal that is responsible for keeping pathobionts in check.

    “Thus, it is possible that the immune response incited by acute viral infections, changes in the host epithelial surface caused by the virus, or the virus itself might lead to elimination of a host commensal that is responsible for keeping pathobionts in check.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Interspecies competition maintains homeostasis of the microbial community, preventing one microbe from dominating the community.
  • May combine two claims.

    Premisecitation

    Viruses impair bacterial biofilm formation and disrupt existing biofilm.

    “Viruses have also been found to impair bacterial biofilm formation and disrupt existing biofilm (141–144).”
    Quote in the paperSubstantial claim0 of 4 sources checked
    • cites [141] Reddinger, 2016, Host physiologic changes induced by influenza a virus lead to staphylococcus aureus biofilm dispersion and transition from asymptomatic colonization to invasive disease, MBio source

      Not checked in the free run.

    • cites [142] Pettigrew, 2014, Dynamic changes in the Streptococcus pneumoniae transcriptome during transition from biofilm formation to invasive disease upon influenza A virus infection, Infect Immun source

      Not checked in the free run.

    • cites [143] Marks, 2013, Interkingdom signaling induces Streptococcus pneumoniae biofilm dispersion and transition from asymptomatic colonization to disease, MBio source

      Not checked in the free run.

    • cites [144] Reddinger, 2018, Streptococcus pneumoniae modulates staphylococcus aureus biofilm dispersion and the transition from colonization to invasive disease, MBio source

      Not checked in the free run.

90 of 90
  • The paper relies on this without support.

    Bacterial pneumonia frequently arises as a result of aspirated bacterial pathogens.

    “Given that bacterial pneumonia frequently arises as a result of aspirated bacterial pathogens, a potential mechanism by which viral infections might increase the risk of secondary bacterial infections is through increased colonization of the upper respiratory tract by bacterial pathogens.”
  • The paper relies on this without support.

    Interspecies competition maintains homeostasis of the microbial community, preventing one microbe from dominating the community.

    “However, interspecies competition also maintains homeostasis of the microbial community, either through their abilities to capture scare resources (e.g., iron), or targeted killing of other bacteria (e.g., bacteriocins), preventing one microbe from dominating the community.”
  • The paper relies on this without support.

    Mechanisms have evolved in bacteria that confer competitive advantages, permitting them to survive in an otherwise inhospitable host environment.

    “It has long been appreciated that mechanisms have evolved in bacteria that confer competitive advantages, permitting them to survive in an otherwise inhospitable host environment.”
  • The paper relies on this without support.

    Innate immune cells including macrophages and neutrophils are recruited to the lung by cytokines and chemokines for phagocytosis and bactericidal activity.

    “Innate immune cells including macrophages and neutrophils are recruited to the lung by cytokines and chemokines for phagocytosis and bactericidal activity.”
4 of 4

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Authors
Hanada, S., Pirzadeh, M., Carver, K. Y., & Deng, J. C.
Affiliations
University of Michigan (US)
Corresponding author
Deng, Jane C.
Venue
Frontiers in Immunology
Published
2018-11-16
Volume
9
Pages
2640-2640
ISSN
1664-3224 (ISSN-L)
OpenAlex
W2900850632
Cited by
495
References
147
Citations by year
2026: 29 · 2025: 53 · 2024: 58 · 2023: 77 · 2022: 89 · 2021: 110 · 2020: 72 · 2019: 7
FWCI
4.66
Type
journal article
Language
en
Open access
Locations
  • Frontiers in Immunology (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • U.S. Department of Veterans Affairs
  • National Institutes of Health
  • National Heart, Lung, and Blood Institute (R01HL108949)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gut microbiota and health
  • Health Sciences › Medicine › Epidemiology › Influenza Virus Research Studies
  • Health Sciences › Medicine › Epidemiology › Respiratory viral infections research
Keywords
respiratory viral infections, influenza, secondary bacterial pneumonia, airway microbiome, dysbiosis, gut microbiota, mucosal microbiota, host defense, viral-bacterial interactions, antiviral immunity
MeSH terms
Gastrointestinal Microbiome, Host Microbial Interactions, Humans, Immunity, Innate, Respiratory Tract Infections, Virus Diseases, Pneumonia, Bacterial, Coinfection, Microbiota, Dysbiosis

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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