Adaptive immunity to SARS-CoV-2 and COVID-19
Open accessAbstract
The adaptive immune system is important for control of most viral infections. The three fundamental components of the adaptive immune system are B cells (the source of antibodies), CD4+ T cells, and CD8+ T cells. The armamentarium of B cells, CD4+ T cells, and CD8+ T cells has differing roles in different viral infections and in vaccines, and thus it is critical to directly study adaptive immunity to SARS-CoV-2 to understand COVID-19. Knowledge is now available on relationships between antigen-specific immune responses and SARS-CoV-2 infection. Although more studies are needed, a picture has begun to emerge that reveals that CD4+ T cells, CD8+ T cells, and neutralizing antibodies all contribute to control of SARS-CoV-2 in both non-hospitalized and hospitalized cases of COVID-19. The specific functions and kinetics of these adaptive immune responses are discussed, as well as their interplay with innate immunity and implications for COVID-19 vaccines and immune memory against re-infection.
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- Interpretationcitation
Fatal COVID-19 appears to be a situation of high viral burden in the absence of a substantive adaptive immune response.
“If the adaptive immune response starts too late, fatal COVID-19 appears to be a situation where viral burden is high (Magleby et al., 2020) in the absence of a substantive adaptive immune response (Figure 2C).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Magleby et al., 2020
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- Interpretationreasoning
A massive innate immune response in the absence of T cell control results in excessive lung immunopathology in severe COVID-19.
“It is plausible that the innate immune system tries to fill the vacuum left by the absence of a T cell response, attempting to control the virus with an ever-expanding innate immune response. That solution ends up untenable, as a massive innate response results in excessive lung immunopathology.”
Quote in the paperSubstantial claim - Premisecitation
SARS-CoV-2-specific T cell responses are significantly associated with milder COVID-19 disease.
“Studies of acute and convalescent COVID-19 patients have observed that SARS-CoV-2-specific T cell responses are significantly associated with milder disease (Liao et al., 2020; Rydyznski Moderbacher et al., 2020; Sekine et al., 2020; Zhou et al., 2020b), suggesting that T cell responses may be important for control and resolution of a primary SARS-CoV-2 infection.”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Individuals with defective type I IFN responses have very high risk of severe or fatal COVID-19.
“The risk of a poor early innate immune response to SARS-CoV-2 is highlighted by the striking findings of very high risk of severe or fatal COVID-19 in individuals with defective type I IFN responses (Bastard et al., 2020; Zhang et al., 2020).”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
SARS-CoV-2 is unusually effective at evading or delaying early innate immune responses, including type I and type III IFNs, in vitro and in humans.
“In a SARS-CoV-2 infection, the virus is particularly effective at avoiding or delaying triggering intracellular innate immune responses associated with type I and type III IFNs in vitro (Blanco-Melo et al., 2020) and in humans (Arunachalam et al., 2020; Bastard et al., 2020; Blanco-Melo et al., 2020; Laing et al., 2020).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Blanco-Melo et al., 2020 source
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- cites Arunachalam et al., 2020 source
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- cites Bastard et al., 2020 source
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- Rests on an assumption: Any virus that can cause disease in humans must have at least one immune evasion mechanism.
- Premisecitation
Impaired and delayed type I and type III IFN responses are associated with risk of severe COVID-19.
“Impaired and delayed type I and type III IFN responses are associated with risk of severe COVID-19 (Galani et al., 2021; Hadjadj et al., 2020).”
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The presence of T cells and antibodies is associated with successful resolution of average COVID-19 cases.
“The presence of T cells and antibodies is associated with successful resolution of average cases of COVID-19 (Grifoni et al., 2020).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Grifoni et al., 2020 source
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- Premisecitation
SARS-CoV-2 neutralizing antibody responses generally develop from naive B cells, not from pre-existing cross-reactive memory B cells.
“The data also indicate that SARS-CoV-2 neutralizing antibody responses generally develop from naive B cells, not from pre-existing cross-reactive memory B cells (Anderson et al., 2020; Ng et al., 2020; Nguyen-Contant et al., 2020; Shrock et al., 2020; Song et al., 2020).”
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- cites Ng et al., 2020
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- cites Nguyen-Contant et al., 2020 source
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- Premisecitation
Circulating SARS-CoV-2-specific CD8+ T cells are less consistently observed than CD4+ T cells.
“Overall, circulating SARS-CoV-2-specific CD8+ T cells are less consistently observed than CD4+ T cells (Grifoni et al., 2020; Rydyznski Moderbacher et al., 2020; Sekine et al., 2020).”
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In convalescent COVID-19 cases, CD4+ T cell responses were detected against almost all SARS-CoV-2 proteins (21/24), with undetectable responses only for the smallest proteins.
“In a study examining CD4+ T cell responses to all SARS-CoV-2 proteins in convalescent COVID-19 cases, responses were detected against almost all SARS-CoV-2 proteins (21/24) within the subject cohort, with CD4+ T cell responses only undetectable for the smallest of the proteins (Grifoni et al., 2020).”
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- Premisecitation
The presence of virus-specific CD8+ T cells is associated with better COVID-19 outcomes.
“In SARS-CoV-2 infections, the presence of virus-specific CD8+ T cells has been associated with better COVID-19 outcomes (Rydyznski Moderbacher et al., 2020; Peng et al., 2020).”
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SARS-CoV-2 cTfh cell frequencies are associated with reduced COVID-19 disease severity.
“Although neutralizing antibody titers have not correlated with reduced COVID-19 severity (Dan et al., 2021; Piccoli et al., 2020; Robbiani et al., 2020), SARS-CoV-2 cTfh cell frequencies have been associated with reduced disease severity (Rydyznski Moderbacher et al., 2020).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rydyznski Moderbacher et al., 2020 source
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- Premisecitation
CD4+ T cell responses to SARS-CoV-2 are more prominent than CD8+ T cell responses.
“CD4+ T cell responses to SARS-CoV-2 are more prominent than CD8+ T cell responses (Grifoni et al., 2020; Sekine et al., 2020) and have been associated with control of primary SARS-CoV-2 infection (Rydyznski Moderbacher et al., 2020).”
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SARS-CoV-2-specific CD4+ T cells can be detected as early as days 2-4 post-symptom onset.
“SARS-CoV-2-specific CD4+ T cells can be detected as early as days 2–4 post-symptom onset (PSO) (Rydyznski Moderbacher et al., 2020; Tan et al., 2020a; Weiskopf et al., 2020).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
Development of neutralizing antibodies against SARS-CoV-2 is relatively easy, requiring many B cells with little or no affinity maturation.
“Altogether, these data indicate that development of neutralizing antibodies against SARS-CoV-2 is relatively easy, because it can be accomplished by many B cells with little or no affinity maturation required.”
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SARS-CoV-2-specific CD4+ T cells have the strongest association with lessened COVID-19 disease severity compared with antibodies and CD8+ T cells.
“Notably, SARS-CoV-2-specific CD4+ T cells had the strongest association with lessened COVID-19 disease severity, compared with antibodies and CD8+ T cells (Rydyznski Moderbacher et al., 2020).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rydyznski Moderbacher et al., 2020 source
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- Premisecitation
T cell responses are detected after almost all SARS-CoV-2 infections.
“T cell responses are detected after almost all SARS-CoV-2 infections (Grifoni et al., 2020; Rydyznski Moderbacher et al., 2020; Peng et al., 2020; Sekine et al., 2020).”
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SARS-CoV-2-specific CD4+ T cells from patients consistently do not have Th2 characteristics.
“Last, there were initially great concerns about potential immune deviation to Th2 and immunopathogenesis (Peeples, 2020), but SARS-CoV-2-specific CD4+ T cells from patients consistently do not have Th2 characteristics (Grifoni et al., 2020; Rydyznski Moderbacher et al., 2020; Sekine et al., 2020).”
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The prevalence and magnitude of SARS-CoV-2 CD4+ T cell responses correlate with the expression level of each viral protein.
“The prevalence and magnitude of the SARS-CoV-2 CD4+ T cell responses correlates with the expression level of each SARS-CoV-2 protein (Grifoni et al., 2020).”
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- Premisecitation
CD4+ T cell responses have been associated with control of primary SARS-CoV-2 infection.
“CD4+ T cell responses to SARS-CoV-2 are more prominent than CD8+ T cell responses (Grifoni et al., 2020; Sekine et al., 2020) and have been associated with control of primary SARS-CoV-2 infection (Rydyznski Moderbacher et al., 2020).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rydyznski Moderbacher et al., 2020 source
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- Premisecitation
Neutralizing antibody titers have not correlated with reduced COVID-19 severity.
“Although neutralizing antibody titers have not correlated with reduced COVID-19 severity (Dan et al., 2021; Piccoli et al., 2020; Robbiani et al., 2020), SARS-CoV-2 cTfh cell frequencies have been associated with reduced disease severity (Rydyznski Moderbacher et al., 2020).”
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IL-22 is robustly expressed by SARS-CoV-2-specific CD4+ T cells.
“In contrast, IL-22, which can also be made by mucosal CD4+ T cells, appears to be robustly expressed by SARS-CoV-2-specific CD4+ T cells (Grifoni et al., 2020; Rydyznski Moderbacher et al., 2020; Weiskopf et al., 2020).”
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An extended absence of SARS-CoV-2-specific CD4+ T cells is associated with severe or fatal COVID-19.
“In contrast, the strikingly extended absence of SARS-CoV-2-specific CD4+ T cells was associated with severe or fatal COVID-19 (>day 22 PSO in some cases) (Braun et al., 2020; Rydyznski Moderbacher et al., 2020; Tan et al., 2020a).”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Rapid induction of SARS-CoV-2-specific CD4+ T cells in acute COVID-19 is associated with mild disease and accelerated viral clearance.
“Rapid induction of SARS-CoV-2-specific CD4+ T cells in acute COVID-19 was associated with mild disease and accelerated viral clearance (Tan et al., 2020a).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tan et al., 2020a
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- Interpretationreasoning
Those observations imply the ability to control COVID-19 without substantial contribution from neutralizing antibodies, as long as a strong T cell response is present.
“Those observations imply the ability to control COVID-19 without substantial contribution from neutralizing antibodies, as long as a strong T cell response is present.”
Quote in the paperSubstantial claim - Premisecitation
Circulating SARS-CoV-2 neutralizing antibody titers are relatively low in a substantial fraction of recovered COVID-19 cases.
“However, it should also be noted that circulating SARS-CoV-2 neutralizing antibody titers are relatively low in a substantial fraction of recovered COVID-19 cases (Dan et al., 2021; Robbiani et al., 2020; Wajnberg et al., 2020), indicating that either the neutralizing antibody potency or the serum concentration is suboptimal in this subset.”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Serum antibody titers were poorly predictive of the presence of SARS-CoV-2 CD4+ T cells in a study of 188 COVID-19 cases.
“Serum antibody titers were poorly predictive of the presence of SARS-CoV-2 CD4+ T cells in a study of 188 COVID-19 cases (Dan et al., 2021).”
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- Interpretationreasoning
Currently available data are encouraging for vaccine development.
“the currently available data are encouraging for vaccine development”
Quote in the paperSubstantial claim - Interpretationcitation
A bias toward nucleocapsid antibodies over Spike antibodies in fatal cases is consistent with a role for Spike antibodies in reducing viral loads.
“A bias toward nucleocapsid antibodies over Spike antibodies in fatal cases was observed in a pair of studies (Atyeo et al., 2020; Zohar et al., 2020), which is consistent with a role for Spike antibodies in reducing viral loads.”
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Injection of high doses of SARS-CoV-2 neutralizing monoclonal antibodies into infected humans had relatively limited effects on COVID-19 in clinical trials.
“Injection of high doses of SARS-CoV-2 neutralizing monoclonal antibodies into SARS-CoV-2-infected humans had relatively limited effects on COVID-19 in clinical trials (Chen et al., 2020; Weinreich et al., 2020).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Chen et al., 2020
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- cites Weinreich et al., 2020
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- Interpretationnone given
Adaptive immune responses to SARS-CoV-2 are associated with control of infection.
“adaptive immune responses to SARS-CoV-2 are associated with control of infection”
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Spike IgG and IgA levels in blood were indicative of levels in saliva.
“Spike IgG and IgA levels in blood were indicative of levels in saliva (Isho et al., 2020).”
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- Premisecitation
Neutralizing antibody titers and total Spike antibody titers positively correlate with COVID-19 disease severity in large cohort studies.
“This appears to hold true in the case of SARS-CoV-2, where neutralizing antibody titers (and total Spike antibody titers) have positively correlated with COVID-19 disease severity in large cohort studies (Piccoli et al., 2020; Robbiani et al., 2020).”
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- cites Robbiani et al., 2020 source
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- Rests on an assumption: Higher antigen load drives higher antibody titers.
- Premisecitation
Two unrelated adults in Italy with agammaglobulinemia and no circulating B cells developed COVID-19 and fully recovered.
“Two unrelated adults in Italy with agammaglobulinemia and no circulating B cells developed COVID-19 and fully recovered from infection (Soresina et al., 2020), suggesting that antibodies can be dispensable for protective immunity to SARS-CoV-2 in otherwise healthy adults.”
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- Premisecitation
Anti-RBD secretory IgA has enhanced SARS-CoV-2 neutralization potency because secretory IgA is dimeric.
“Anti-RBD secretory IgA has enhanced SARS-CoV-2 neutralization potency because secretory IgA is dimeric (Wang et al., 2020b).”
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- Premisecitation
Monoclonal antibody therapy has not shown efficacy in improving outcomes of hospitalized COVID-19.
“Additionally, monoclonal antibody therapy has not, to date, shown efficacy in improving outcomes of hospitalized COVID-19 (Lundgren et al., 2020).”
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- Premisenone given
Neutralizing antibodies are associated with protective immunity against secondary infection with SARS-CoV-2 or SARS-CoV.
“Neutralizing antibodies are associated with protective immunity against 2° infection with SARS-CoV-2 or SARS-CoV, discussed below.”
Quote in the paperNot a substantial claim - Interpretationcitation
The finding of more lung T cells in moderate COVID-19 cases than in severe cases is consistent with a primary association of T cells with protection, not immunopathology.
“one early study of bronchoalveolar lavage samples from COVID-19 patients found more T cells from lungs of moderate cases compared to severe cases (Liao et al., 2020), consistent with a primary association of T cells with protection, not immunopathology.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Liao et al., 2020 source
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- Interpretationnone given
Available data have not supported the model of T cell immunopathology in the lung by cells that are not detectable in blood.
“Local immunity is discussed below but, in brief, available data have not supported that model either.”
Quote in the paperSubstantial claim - Interpretationnone given
The data indicate that overactive innate immunity is the cause of severe or fatal lung pathology in COVID-19.
“While the data indicate that overactive innate immunity is the cause of severe or fatal lung pathology in COVID-19 (Figure 2, discussed above), alternative models to seriously consider are”
Quote in the paperSubstantial claim - Interpretationreasoning
The majority of the data points to innate immune cells in the lungs as the primary mediators of immunopathology in COVID-19.
“Although there have been reports of positive associations between T cell responses and COVID-19 immunopathology, the majority of the data points to innate immune cells in the lungs as the primary mediators of immunopathology.”
Quote in the paperSubstantial claim - Interpretationcitation
Human genetic and pharmacological evidence supports the possibility of control of SARS-CoV-2 in the absence of neutralizing antibodies.
“Human genetic and pharmacological evidence supports the possibility of control of SARS-CoV-2 in the absence of neutralizing antibodies.”
Quote in the paperSubstantial claim - Premisecitation
The quality of Spike, neutralizing, and nucleocapsid antibodies is similar in hospitalized and non-hospitalized COVID-19 cases.
“The quality of the Spike, neutralizing, and nucleocapsid antibodies is similar in both hospitalized and non-hospitalized cases (Piccoli et al., 2020).”
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- Premisecitation
Multiple reports describe healthy individuals controlling SARS-CoV-2 infection with little to no detectable neutralizing or RBD IgG antibodies while having significant SARS-CoV-2-specific T cell memory.
“Separately, there are multiple reports of healthy individuals successfully controlling a SARS-CoV-2 infection with little to no neutralizing (or RBD IgG) antibodies detectable post-infection, while having significant SARS-CoV-2-specific T cell memory (Rydyznski Moderbacher et al., 2020; Nelde et al., 2021; Schulien et al., 2020; Sekine et al., 2020).”
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The Th2-bias hypothesis for T cell immunopathology has not been borne out.
“The initial emphasis on the T cell immunopathology model came from a Th2-bias hypothesis (Peeples, 2020) and that has not been borne out, as discussed above in the CD4+ T cell section.”
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- Premisecitation
Antibody-dependent enhancement of infection was not observed in SARS or MERS.
“Although the term antibody-dependent enhancement (ADE) of infection is frequently used, ADE was not observed in SARS or MERS”
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- Interpretationreasoning
In aggregate, the data support a model in which a coordinated early response by all three branches of adaptive immunity is likely most successful at controlling SARS-CoV-2 infection and limiting COVID-19 severity.
“Nevertheless, in aggregate the data support a model wherein a coordinated, early response by all three branches of adaptive immunity is likely to be most successful at controlling SARS-CoV-2 infection and limiting COVID-19 severity.”
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Three studies totaling 31 COVID-19 cases in subjects on B cell depletion therapy reported all cases resolved without intensive care.
“Three studies, with a total of 31 COVID-19 cases, of subjects on B cell depletion therapy reported all COVID-19 cases resolved without intensive care (Montero-Escribano et al., 2020; Novi et al., 2020; Safavi et al., 2020).”
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Severe or fatal COVID-19 is largely the product of innate immune system lung immunopathology brought on by high viral loads and a lack of timely T cell responses.
“with severe or fatal COVID-19 disease being largely the product of innate immune system lung immunopathology brought on by high viral loads and a lack of timely T cell responses (Figures 2C and S1).”
Quote in the paperSubstantial claim - Interpretationnone given
No clear causal association of adaptive immunity with COVID-19 disease severity has been observed in the literature.
“no clear causal association of adaptive immunity with COVID-19 disease severity has been observed in the literature.”
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Individuals who seroconverted on their own exhibited 1,000- to 10,000-fold lower viral loads than those who received monoclonal antibody treatment.
“In contrast, individuals who seroconverted on their own exhibited 1,000- to 10,000-fold lower viral loads (Weinreich et al., 2020).”
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- Interpretationreasoning
The results of monoclonal antibody trials are most consistent with a dominant role for T cells in control and clearance of an ongoing SARS-CoV-2 infection.
“Given that the monoclonal antibody injections provided SARS-CoV-2 neutralizing antibody titers ∼100 times higher than native neutralizing antibody responses in people (monoclonal antibody neutralizing titers of ∼100,000) (Weinreich et al., 2020), the results are most consistent with a dominant role for T cells in control and clearance of an ongoing SARS-CoV-2 infection.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Weinreich et al., 2020
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- Rests on an assumption: Antibodies mostly stop viruses outside cells and T cells stop viruses inside cells.
- Premisecitation
In monoclonal antibody trials, viral loads dropped an extra ~0.5 log10 after 7 days in treated subjects compared to placebo.
“Viral loads dropped an extra ∼0.5 log10 after 7 days in treated subjects compared to subjects who received placebo control.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Weinreich et al., 2020
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- Premisenone given
Low SARS-CoV-2 T cell frequencies in circulation are associated with severe COVID-19.
“With T cells, low SARS-CoV-2 T cell frequencies in circulation are associated with severe COVID-19”
Quote in the paperSubstantial claim - Interpretationreasoning
With currently available data, it is plausible that SARS-CoV-2 infection can be controlled by CD4+ and CD8+ T cells without neutralizing antibodies.
“Thus, with the currently available data, it is plausible that SARS-CoV-2 infection may be controlled by a combination of CD4+ and CD8+ T cells without neutralizing antibodies.”
Quote in the paperSubstantial claim - Interpretationreasoning
COVID-19 disease severity and duration are largely a function of early evasion of innate immune recognition and the subsequent kinetics of the adaptive immune response.
“As summarized above, based on the available data, a useful working model is that COVID-19 disease severity and duration is largely a function of early evasion of innate immune recognition and the subsequent kinetics of the adaptive immune response (Figures 2A and 2B), with severe or fatal COVID-19 disease being largely the product of innate immune system lung immunopathology brought on by high”
Quote in the paperSubstantial claim- Rests on an assumption: SARS-CoV-2 infects epithelial cells of the upper respiratory tract and lungs.
- Interpretationnone given
Data indicate that blood measurements are largely reflective of the local immune response.
“Nevertheless, data indicate that blood measurements are largely reflective of the local immune response.”
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Post-acute sequelae are observed in a substantial fraction of symptomatic COVID-19 cases.
“Post-acute sequelae are observed in a substantial fraction of symptomatic COVID-19 cases (Dennis et al., 2020; Sudre et al., 2020).”
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- cites Sudre et al., 2020
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- Premisecitation
Substantial cross-reactive T cell memory has been reported, measurable in approximately 28%-50% of people depending on the study.
“In contrast, substantial cross-reactive T cell memory has been reported, measurable in ∼28%–50% of people, depending on the study (Le Bert et al., 2020; Braun et al., 2020; Grifoni et al., 2020).”
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Cross-reactive T cells can provide some degree of protective immunity against respiratory viral infections, as seen in the 2009 influenza H1N1 pandemic.
“Cross-reactive T cells can provide some degree of protective immunity against respiratory viral infections, as seen in the influenza H1N1 2009 pandemic (Sridhar et al., 2013; Wilkinson et al., 2012).”
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It seems unlikely that T cell memory would not have some protective effects against secondary COVID-19 in humans.
“it seems unlikely that T cell memory would not have some protective effects against 2° COVID-19 in humans.”
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Epidemiological evidence from a large cohort supports the possibility of some degree of pre-existing immunity.
“Epidemiological evidence from a large cohort now supports the possibility of some degree of pre-existing immunity (Sagar et al., 2021).”
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Memory T cells have been detected 17 years after SARS infection.
“Memory T cells have been detected 17 years after SARS infection (Le Bert et al., 2020).”
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COVID-19 disease severity was inversely correlated with the frequency of naive T cells.
“COVID-19 disease severity was inversely correlated with the frequency of naive T cells (Mathew et al., 2020; Rydyznski Moderbacher et al., 2020).”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationcitation
T cell responses are important for prevention of severe COVID-19.
“data indicate that T cell responses are important for prevention of severe COVID-19 (Rydyznski Moderbacher et al., 2020)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rydyznski Moderbacher et al., 2020 source
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Peak viral loads can vary more than 100,000-fold between cases.
“It appears that peak viral loads can vary >100,000-fold between cases (Magleby et al., 2020; Wölfel et al., 2020)”
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- cites Wölfel et al., 2020 source
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Age is the largest risk factor for severe or fatal COVID-19.
“Age is the largest risk factor for severe or fatal COVID-19.”
Quote in the paperSubstantial claim - Interpretationcitation
Gender difference in severe COVID-19 may predominantly track back to type I IFN-related defects or other innate immune differences.
“Thus, gender difference in severe COVID-19 may predominantly track back to type I IFN-related defects or other innate immune differences.”
Quote in the paperSubstantial claim - Interpretationreasoning
Measurements of adaptive immunity in blood appear to be a passable reflection of the lung and oral cavity in the context of SARS-CoV-2 infection.
“measurements of adaptive immunity in blood appear to be a passable reflection of the lung and oral cavity in the context of SARS-CoV-2 infection.”
Quote in the paperNot a substantial claim - Premisenone given
Children under 13 years of age generally have mild or no symptoms from SARS-CoV-2 infection.
“What is clear is that children <13 years of age generally have mild or no symptoms.”
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Men are at somewhat greater risk than women for severe COVID-19.
“Men are at a somewhat greater risk than women for severe COVID-19.”
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The abundance of naive T cells declines substantially with age.
“it is well characterized that the abundance of naive T cells declines substantially with age (Briceño et al., 2016; Qi et al., 2014; Wertheimer et al., 2014).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationnone given
Available data indicate that poor adaptive immunity to SARS-CoV-2 is at least one risk factor for the elderly.
“the available data indicate that poor adaptive immunity to SARS-CoV-2 is at least one risk factor for the elderly.”
Quote in the paperSubstantial claim - Premisecitation
Immune memory is the source of protective immunity from a subsequent infection.
“Immune memory is the source of protective immunity from a subsequent infection (Orenstein and Ahmed, 2017; Piot et al., 2019; Plotkin et al., 2018).”
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- cites Piot et al., 2019 source
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- cites Plotkin et al., 2018
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Circulating SARS-CoV-2 IgG titers are well maintained for 3-4 months.
“circulating SARS-CoV-2 IgG titers are well maintained for 3–4 months (Gudbjartsson et al., 2020; Wajnberg et al., 2020).”
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Older individuals are less likely to make a coordinated adaptive immune response to SARS-CoV-2.
“Older individuals are less likely to make a coordinated adaptive immune response to SARS-CoV-2 (Rydyznski Moderbacher et al., 2020).”
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The RBD surface area targeted by neutralizing antibodies is large enough that no single viral mutation is expected to avoid neutralization by polyclonal human serum.
“the surface area on RBD that is targeted by neutralizing antibodies is large enough that no single viral mutation is expected to avoid neutralization by polyclonal human serum”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Li et al., 2020a
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- cites Thomson et al., 2020
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- Interpretationcitation
The CD8+ T cell effect likely reflects CD8+ tissue-resident memory cells in nasal passages that developed after primary infection.
“it likely reflects the presence of CD8+ Trm cells in nasal passages that developed in response to the primary infection.”
Quote in the paperSubstantial claim - Interpretationreasoning
Because the interval between initial infection and re-challenge in those nonhuman primate studies was short, the data do not address how durable protective immunity against SARS is.
“A shortcoming of each of those reports is that the time passed between the initial infection and the re-challenge was short, thus the data do not speak to how durable protective immunity is against SARS.”
Quote in the paperSubstantial claim - Interpretationreasoning
Other components of adaptive immune memory are sufficient to control virus in the lungs of previously infected animals.
“indicating that other components of adaptive immune memory suffice to control virus in lungs of previously infected animals.”
Quote in the paperSubstantial claim - Interpretationreasoning
Protective immunity against symptomatic or severe secondary COVID-19 may involve memory compartments such as circulating memory T and B cells.
“leaves open the reasonable possibility that protective immunity against symptomatic or severe 2° COVID-19 may very well involve memory compartments such as circulating memory T and B cells”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Altmann and Boyton, 2020
Not checked in the free run.
- cites Baumgarth et al., 2020 source
Not checked in the free run.
- Premisenone given
Severe COVID-19 is associated with a failure to generate a T cell response quickly enough during natural SARS-CoV-2 infection.
“with severe COVID-19 cases being associated with a failure to make a T cell response fast enough during natural infection with SARS-CoV-2”
Quote in the paperNot a substantial claim - Interpretationreasoning
When re-infection occurs, pre-existing immune memory can eliminate the early competition between viral replication and the induction of adaptive immunity.
“In the context of re-infection, immune memory can be present, thus the initial race between virus and priming of adaptive immunity is removed from the equation.”
Quote in the paperSubstantial claim - Interpretationreasoning
Even if sterilizing immunity is not achieved, a COVID-19 vaccine could still be highly effective at preventing serious disease.
“Even if that is not accomplished, a vaccine could still be highly effective at preventing serious COVID-19 disease.”
Quote in the paperSubstantial claim - Premisereasoning
Measles and polio vaccines remain highly effective 70 years after their introduction.
“As a result, the measles and polio vaccines remain highly effective now, 70 years after they were first introduced.”
Quote in the paperNot a substantial claim- Rests on an assumption: Many RNA viruses, such as measles and polioviruses, exhibit antigenic stability and unchanging serotypes over many years.
- Premisecitation
Passive transfer of neutralizing antibodies before SARS-CoV-2 exposure can prevent or limit upper respiratory tract infection, lung infection, and symptomatic disease in animal models.
“passive transfer of neutralizing antibodies in advance of SARS-CoV-2 infection (mimicking the conditions of 2° infection) can effectively prevent or limit URT infection, lung infection, and symptomatic disease in animal models”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
A study of about 1,200 people observed no symptomatic re-infections over 6 months.
“an ∼1,200 person study observed no symptomatic re-infections over 6 months”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lumley et al., 2020
Not checked in the free run.
- Premisecitation
D614G is neutralized by plasma from subjects infected with the original D614 virus.
“is neutralized by plasma from subjects infected with the original D614 virus”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Korber et al., 2020 source
Not checked in the free run.
- Premisecitation
Depletion of CD8+ T cells had essentially no effect on protection of the lungs.
“Additionally, depletion of CD8+ T cells had essentially no effect on protection of lungs”
Quote in the paperSubstantial claim0 of 1 sources checked- cites McMahan et al., 2020
Not checked in the free run.
- Premisecitation
Clinical hepatitis after hepatitis B virus infection is prevented by immune memory even without vaccine-elicited circulating antibodies, because HBV disease progresses slowly.
“clinical hepatitis after hepatitis B virus (HBV) infection is prevented by immune memory even without vaccine-elicited circulating antibodies, because of the relatively slow course of HBV disease”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Van Damme and Van Herck, 2007
Not checked in the free run.
- cites Rosado et al., 2011 source
Not checked in the free run.
- Interpretationreasoning
Protection against clinical disease can be achieved through adaptive immune memory mechanisms other than neutralizing antibodies.
“Nevertheless, successful protection against clinical disease can be accomplished by other forms of adaptive immune memory.”
Quote in the paperSubstantial claim - Premisenone given
SARS-CoV-2 mutations exist that could affect individual neutralizing antibody epitopes.
“For antibody responses, SARS-CoV-2 mutations exist that could affect individual neutralizing antibody epitopes.”
Quote in the paperNot a substantial claim - Premisecitation
A United Kingdom study of about 2,800 individuals over about 118 days observed no symptomatic re-infections.
“An ∼118-day study in the United Kingdom of ∼2,800 individuals observed no symptomatic re-infections”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Wyllie et al., 2020
Not checked in the free run.
- Interpretationcitation
This is the first direct evidence that CD8+ T cells play a role in protective immunity from COVID-19.
“This is the first direct evidence for a role of CD8+ T cells in protective immunity from COVID-19”
Quote in the paperSubstantial claim - Interpretationreasoning
Specific correlates of protection can only be established by studies that observe a significant number of re-infections over time.
“specific correlates of protection can only be established by studies observing a significant number of re-infections over time.”
Quote in the paperSubstantial claim - Premisecitation
The impact of CD8+ T cells was observed in the upper respiratory tract by day 1 after infection.
“It is notable that the impact of the CD8+ T cells was observed in the URT by day 1 post-infection.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites McMahan et al., 2020
Not checked in the free run.
- Premisecitation
Direct evidence of protection of humans from secondary COVID-19 comes primarily from two studies.
“Direct evidence of protection of humans from 2° COVID-19 thus far comes primarily from two studies.”
Quote in the paperSubstantial claim - Interpretationcitation
It is highly unlikely that SARS-CoV-2 mutations would escape T cell immunity.
“it is highly unlikely that SARS-CoV-2 mutations would escape T cell immunity”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Grifoni et al., 2020 source
Not checked in the free run.
- cites Tarke et al., 2020
Not checked in the free run.
- Premisecitation
Severe COVID-19 in humans generally progresses slowly, with a median of 19 days from symptom onset to death among fatal cases.
“The relatively slow course of severe COVID-19 in humans (median 19 days PSO for fatal cases)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Zhou et al., 2020a
Not checked in the free run.
- Interpretationreasoning
It is unlikely that SARS-CoV-2 will soon evolve escape variants that avoid the majority of humoral and cellular immune memory in COVID-19 cases or vaccine recipients.
“it is unlikely that the virus will be able to evolve escape variants that avoid the majority of humoral and cellular immune memory in COVID-19 cases or COVID-19 vaccine recipients soon.”
Quote in the paperSubstantial claim - Premisecitation
A new nonhuman primate study showed that depleting CD8+ T cells reduces protection from re-infection in the upper respiratory tract.
“An important new nonhuman primate study has shown that depletion of CD8+ T cells reduces protection from re-infection in the URT”
Quote in the paperSubstantial claim0 of 1 sources checked- cites McMahan et al., 2020
Not checked in the free run.
- Premisecitation
Few animals had even briefly detectable virus in the lungs, even after intratracheal administration of SARS-CoV-2.
“few animals had even briefly detectable virus in lungs, even after intratracheal administration of SARS-CoV-2”
Quote in the paperSubstantial claim0 of 1 sources checked- cites McMahan et al., 2020
Not checked in the free run.
- Premisecitation
In a cohort of 188 cases, memory B cells specific for Spike, RBD, and nucleocapsid were each detectable in 100% of subjects at 6+ months post-infection.
“In a cohort of 188 cases, memory B cells specific for Spike, RBD, and nucleocapsid were each detectable in 100% of subjects at 6+ months post-infection (Dan et al., 2021).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Dan et al., 2021 source
Not checked in the free run.
- Interpretationreasoning
If neutralizing antibody titers are sufficient to reduce the viral inoculum, memory T cells may control the infection.
“If the neutralizing antibody titers are sufficient to blunt the size of the viral inoculum, the presence of memory T cells may control the infection.”
Quote in the paperSubstantial claim - Premisecitation
A first look at antibody titers 90 days after the second Moderna mRNA-1273 immunization indicated robust maintenance of RBD IgG titers.
“A first look at antibody titers 90 days after the 2nd immunization with Moderna mRNA-1273 indicated a robust maintenance of RBD IgG titers”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Widge et al., 2021 source
Not checked in the free run.
- Premisecitation
Interim phase 3 vaccine efficacy results indicated equivalent protection in older and younger age groups, at 94% and 95%.
“Interim vaccine efficacy phase 3 trials results indicated equivalent protection in older and younger age groups (94% and 95%)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites U.S. Food and Drug Administration, 2020b
Not checked in the free run.
- Interpretationreasoning
A vaccine that prevents severe disease, or even most symptomatic upper respiratory tract disease, would not necessarily prevent transmission.
“a vaccine that can prevent severe disease, or even most URT symptomatic diseases, would not necessarily prevent transmission of virus.”
Quote in the paperSubstantial claim - Premisecitation
One component of the higher risk in older individuals appears to be poor T cell responses due in part to a more limited naive T cell repertoire.
“it appears that one component of the risk is poor T cell responses due in part to a more limited naive T cell repertoire”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rydyznski Moderbacher et al., 2020 source
Not checked in the free run.
- Interpretationreasoning
Because no licensed RNA vaccine exists, there is no clear reference point for how durable immunity will be for this vaccine.
“Because there is no licensed RNA vaccine, no clear reference point exists for how durable immunity will be for this vaccine.”
Quote in the paperNot a substantial claim - Premisecitation
In the Moderna trial, there were substantially fewer asymptomatic infections detected in the vaccinated group after a single immunization, a 67% reduction.
“There were substantially fewer asymptomatic infections detected in the vaccinated group after a single immunization (67% reduced)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites U.S. Food and Drug Administration, 2020a
Not checked in the free run.
- Premisecitation
Spike is a good target for CD4+ T cell, Tfh cell, and CD8+ T cell responses in people infected with SARS-CoV-2.
“the findings that Spike is a good target for CD4+ T cell responses, Tfh cell responses, and CD8+ T cell responses in SARS-CoV-2-infected people”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
COVID-19 vaccines may overcome the problem of poor T cell responses in the elderly.
“COVID-19 vaccines may overcome this problem.”
Quote in the paperSubstantial claim - Premisecitation
Efficacy of ChAdOx1 against asymptomatic SARS-CoV-2 infection was 27%.
“Efficacy against asymptomatic SARS-CoV-2 infection was 27%.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Voysey et al., 2021 source
Not checked in the free run.
- Interpretationreasoning
The biggest unknown now is probably the durability of vaccine-induced immunity.
“the biggest unknown now is probably the durability of the vaccine-induced immunity.”
Quote in the paperNot a substantial claim - Premisenone given
Several human vaccines against respiratory pathogens do not depend on local T cell memory or are very unlikely to elicit upper respiratory tract T cell memory, including measles, smallpox, flu, and RSV vaccines.
“A number of human vaccines against respiratory pathogens do not depend on local T cell memory, or are very unlikely to elicit URT T cell memory, such as measles, smallpox, and flu vaccines, as well as RSV vaccines in clinical trials.”
Quote in the paperNot a substantial claim - Interpretationcitation
The safety of the Pfizer vaccine is consistent with the safety observed in its phase 1 trial.
“That is consistent with the safety of the phase 1 vaccine trial”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Walsh et al., 2020 source
Not checked in the free run.
- Premisecitation
Much SARS-CoV-2 transmission occurs early, during the pre-symptomatic phase.
“much SARS-CoV-2 transmission occurs early, during the pre-symptomatic phase”
Quote in the paperSubstantial claim0 of 1 sources checked- cites He et al., 2020
Not checked in the free run.
- Premisenone given
Older individuals are at much higher risk for severe COVID-19.
“Older individuals are at much higher risk for severe COVID-19.”
Quote in the paperNot a substantial claim - Premisecitation
In phase 1 trials, Pfizer BNT162b2 elicited neutralizing antibody titers somewhat better than natural SARS-CoV-2 infection over the short term.
“In phase 1 trials, the Pfizer BNT162b2 COVID-19 vaccine elicited neutralizing antibody titers somewhat better than SARS-CoV-2 natural infection, over the short term”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Walsh et al., 2020 source
Not checked in the free run.
- Premisecitation
Two RNA vaccine studies encoding other antigens did not observe durable antibody titers in humans or non-human primates.
“Two RNA vaccine studies encoding other antigens did not see durable antibody titers in humans or non-human primates”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisereasoning
BNT162b2 vaccine protection was reported based on symptomatic cases, not number of infections.
“BNT162b2 vaccine protection was reported based on symptomatic cases, not number of infections.”
Quote in the paperNot a substantial claim - Premisecitation
CD8+ T cell responses to candidate COVID-19 vaccines in humans or non-human primates are either largely absent or not measured in the current literature.
“CD8+ T cell responses to candidate COVID-19 vaccines in humans or non-human primates are either largely absent or not measured in the current literature”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Zhu et al., 2020 source
Not checked in the free run.
- Premisecitation
Th1 and Tfh cell responses were elicited by the Moderna/VRC RNA vaccine.
“Th1 and Tfh cell response were elicited to the Moderna/VRC RNA vaccine”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Corbett et al., 2020 source
Not checked in the free run.
- Premisecitation
Multiple major candidate vaccines had efficacy at short-term protection in pre-clinical models, including the J&J Ad26 vector-based vaccine.
“Multiple major candidate vaccines had efficacy at short-term protection in pre-clinical models, including the J&J Ad26 vector-based vaccine”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
Interim efficacy of ChAdOx1 was 90% in a subgroup that inadvertently received a lower priming dose.
“Interim efficacy was 90% in a subgroup of the clinical trial that inadvertently received a lower priming dose”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Voysey et al., 2021 source
Not checked in the free run.
- May combine two claims. 46
- Classified as probably not a substantial claim. 7
May combine two claims.
InterpretationreasoningEarly adaptive immune responses are very beneficial, while late adaptive immune responses are too late to control SARS-CoV-2.
“consistent with a working model that early adaptive immune responses are very beneficial, and late adaptive immune responses are simply too late (Figure 2C).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationCOVID-19 is caused by the novel human pathogen SARS-CoV-2.
“Coronavirus disease 2019 (COVID-19), caused by the novel human pathogen severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) (Hu et al., 2020)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hu et al., 2020
Not checked in the free run.
May combine two claims.
PremisecitationHumans make SARS-CoV-2-specific antibodies, CD4+ T cells, and CD8+ T cells in response to infection.
“Humans make SARS-CoV-2-specific antibodies, CD4+ T cells, and CD8+ T cells in response to SARS-CoV-2 infection (Grifoni et al., 2020; Krammer, 2020; Stephens and McElrath, 2020) (Figure 1).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationSevere end-stage COVID-19 is associated with elevated neutrophils in blood and massive neutrophil numbers in lungs, but not with preferentially elevated T cell abundance in lung tissue.
“particularly observation of elevated frequencies of neutrophils (the most common cell type of the innate immune system) in blood (Kuri-Cervantes et al., 2020), and massive numbers of neutrophils in lungs, associated with severe, end-stage COVID-19 disease (Li et al., 2020b; Liao et al., 2020; Radermecker et al., 2020; Schurink et al., 2020). In contrast, end-stage disease is not generally”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
InterpretationreasoningIf innate immune response delay is too long, the virus replicates extensively in the upper respiratory tract and lungs and adaptive immune priming is delayed, leading to severe lung disease requiring hospitalization.
“If the innate immune response delay is too long—because of particularly efficient evasion by the virus, defective innate immunity, or a combination of both—then the virus (1) gets a large head start in replication in the upper respiratory tract (URT) and lungs, and (2) fails to prime an adaptive immune response for a long time, resulting in conditions that lead to severe enough lung disease for”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationIneffective IFN innate immunity is strongly associated with failure to control primary SARS-CoV-2 infection and high risk of fatal COVID-19, accompanied by innate cell immunopathology and elevated CXCL10, IL-6, and IL-8.
“Ineffective IFN innate immunity has been strongly associated with failure to control a primary SARS-CoV-2 infection and a high risk of fatal COVID-19, accompanied by innate cell immunopathology and a plasma cytokine signature of elevated CXCL10, interleukin (IL)-6, and IL-8 in many studies (Aid et al., 2020; Kuri-Cervantes et al., 2020; Li et al., 2020b; Lucas et al., 2020; Radermecker et al., 202”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationNeutralizing antibodies against SARS-CoV-2 exhibit little to no somatic hypermutation and are produced by B cells with a wide range of V genes.
“The neutralizing antibodies are produced by B cells with a wide range of heavy chain and light chain V genes (Robbiani et al., 2020; Rogers et al., 2020). SARS-CoV-2 neutralizing antibodies also exhibit little to no somatic hypermutation (Gaebler et al., 2020; Robbiani et al., 2020; Rogers et al., 2020).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationSpike, M, and nucleocapsid are the most prominent targets of SARS-CoV-2-specific CD4+ T cells, with substantial responses also against ORF3a and nsp3.
“Spike, M, and nucleocapsid are the most prominent targets of SARS-CoV-2-specific CD4+ T cells (Grifoni et al., 2020), with substantial responses also against ORF3a and nsp3 (Le Bert et al., 2020; Grifoni et al., 2020; Nelde et al., 2021; Oja et al., 2020; Peng et al., 2020).”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationThe dominant cytokine produced by SARS-CoV-2-specific CD4+ T cells from COVID-19 patients is IFNγ, with a Th1 signature including TNF and IL-2.
“The dominant cytokine produced by SARS-CoV-2-specific CD4+ T cells from COVID-19 patients is IFNγ (Braun et al., 2020; Grifoni et al., 2020; Rydyznski Moderbacher et al., 2020; Weiskopf et al., 2020), with a clear IFNγ, tumor necrosis factor (TNF), IL-2 protein signature of canonical Th1 cells (Braun et al., 2020; Rydyznski Moderbacher et al., 2020; Peng et al., 2020; Sekine et al., 2020).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationThe vast majority of SARS-CoV-2 infected individuals seroconvert within 5-15 days post-symptom onset, with about 90% seroconversion by day 10.
“The vast majority of SARS-CoV-2 infected individuals seroconvert within 5–15 days PSO, with ∼90% seroconversion by day 10 PSO (Long et al., 2020; Rydyznski Moderbacher et al., 2020; Premkumar et al., 2020; Ripperger et al., 2020; Suthar et al., 2020).”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationThe receptor binding domain of Spike is the target of more than 90% of neutralizing antibodies in COVID-19 cases, with some targeting the N-terminal domain.
“Spike is the target of SARS-CoV-2 neutralizing antibodies, and the receptor binding domain (RBD) of Spike is the target of >90% of neutralizing antibodies in COVID-19 cases (Brouwer et al., 2020; Piccoli et al., 2020; Robbiani et al., 2020; Rogers et al., 2020; Suthar et al., 2020), with some neutralizing antibodies instead targeting the N-terminal domain (NTD) (Liu et al., 2020).”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
InterpretationcitationInstances of antibody-associated disease pathology with certain SARS immunizations were not FcR-dependent and appear more likely to be immune complex driven inflammation.
“the instances of antibody-associated disease pathology with certain SARS immunizations were not FcR-dependent and appear more likely to be immune complex driven inflammation (Sariol and Perlman, 2020).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sariol and Perlman, 2020
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningIt is expected that blood IgG and IgA levels are reflected in the lung airways.
“given the tight relationship between the lungs and the circulatory system, it is expected that blood IgG and IgA levels are reflected in the lung airways.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationHigh neutralizing antibody titers are associated with severe disease and potentially extrafollicular B cell responses.
“High neutralizing antibody titers are associated with severe disease and potentially extrafollicular B cell responses (Piccoli et al., 2020; Woodruff et al., 2020), while SARS-CoV-2-specific Tfh cells have different associations depending on the study (Juno et al., 2020; Meckiff et al., 2020; Rydyznski Moderbacher et al., 2020; Oja et al., 2020).”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
PremisecitationAt least some individuals are low or negative to commercial IgG assays while retaining detectable SARS-CoV-2 CD4+ T cells, representing 1%-10% of PCR-confirmed SARS-CoV-2 infections.
“at least some individuals are low or negative to commercial IgG assays, while retaining detectable SARS-CoV-2 CD4+ T cells. Current estimates are these individuals represent 1%–10% of PCR-confirmed SARS-CoV-2 infections (Gudbjartsson et al., 2020; Lipsitch et al., 2020; Nelde et al., 2021; Schwarzkopf et al., 2021; Sekine et al., 2020).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationApproximately 10% of severe COVID-19 cases are in people with type I IFN autoantibodies, and over 90% of those cases were men.
“∼10% of severe COVID-19 cases are in people with type I IFN autoantibodies, and strikingly, over 90% of those cases were men (Bastard et al., 2020).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bastard et al., 2020 source
Not checked in the free run.
May combine two claims.
InterpretationcitationThe HCoV challenge studies provide evidence for immune memory that at least provided protection from clinical symptoms and reduced viral shedding, and this provides support for the potential efficacy of a SARS-CoV-2 vaccine.
“Thus, the studies provide evidence for immune memory that at least provided protection from clinical symptoms and reduced viral shedding; this also provides support for the potential efficacy of a SARS-CoV-2 vaccine.”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
Premisenone givenAmong COVID-19 cases, almost all individuals become seropositive and almost all become positive for SARS-CoV-2 CD4+ T cells.
“Among COVID-19 cases, almost all individuals become seropositive, and almost all individuals become positive for SARS-CoV-2 CD4+ T cells.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAt 6 months post-infection, approximately 90% of subjects were positive for memory CD4+ T cells and approximately 70% for memory CD8+ T cells.
“Specifically assessing T cells at 6 months post-infection in 95 subjects, one study found ∼90% positive for memory CD4+ T cells and ∼70% positive for memory CD8+ T cells (Zuo et al., 2020a).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Zuo et al., 2020a
Not checked in the free run.
May combine two claims.
PremisecitationThere is an approximately 1,000-fold range in the magnitude of antibody responses to SARS-CoV-2, as well as heterogeneity in the magnitude of SARS-CoV-2-specific CD4+ and CD8+ T cell responses.
“There is an ∼1,000-fold range in the magnitude of antibody responses to SARS-CoV-2, as well as heterogeneity in the magnitude of SARS-CoV-2-specific CD4+ T cell and CD8+ T cell responses (Grifoni et al., 2020; Rydyznski Moderbacher et al., 2020).”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
InterpretationcitationAsymptomatic SARS-CoV-2 cases tend to have lower Spike and nucleocapsid IgG titers, and it is plausible that they are enriched for individuals with undetectable antibodies by commercial serological assays but circulating SARS-CoV-2 T cells.
“Given that asymptomatic cases of SARS-CoV-2 infection tend to have lower Spike and nucleocapsid IgG titers (Piccoli et al., 2020), it is plausible that asymptomatic cases are enriched for individuals with undetectable antibodies by commercial serological assays but possess circulating SARS-CoV-2 T cells”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Piccoli et al., 2020 source
Not checked in the free run.
- Rests on an assumption: Many commercial serological assays have limited sensitivity for low-level Spike IgG.
May combine two claims.
PremisecitationMERS Spike IgG did not persist for 2 years in mild or subclinical cases, whereas T cell memory did persist.
“MERS Spike IgG did not persist for 2 years in mild or subclinical cases, whereas T cell memory did persist (Sariol and Perlman, 2020).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sariol and Perlman, 2020
Not checked in the free run.
May combine two claims.
InterpretationreasoningOlder individuals are more likely to have a naive T cell pool insufficient to make a detectable SARS-CoV-2 T cell response or to make a response so slowly that the virus has too much of a head start.
“the older the person is the more likely they possess a naive T cell pool insufficient to make a detectable SARS-CoV-2 T cell response or make a SARS-CoV-2 T cell response so slowly that the virus has too much of a head start to be overcome.”
Quote in the paperSubstantial claim- Rests on an assumption: A T cell response to any new viral infection depends on the repertoire of naive T cells.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenThere are anecdotal examples of SARS-CoV-2 re-infection.
“There are anecdotal examples of SARS-CoV-2 re-infection”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenCurrent nonhuman primate models require high doses of SARS-CoV-2 and produce relatively short and mild disease kinetics.
“although the current nonhuman primate models are quite valuable, infection requires high doses of SARS-CoV-2, and the disease kinetics are relatively short and mild.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe Spike D614G variant is now globally common, binds ACE2 more tightly, and is more transmissible.
“The Spike D614G variant that is now globally common (that binds ACE2 more tightly and is more transmissible)”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
InterpretationreasoningSARS-CoV-2 is a relatively easy neutralization target that elicits a diverse array of antibodies in each person.
“indicating that SARS-CoV-2 is a relatively easy neutralization target that elicits a diverse array of antibodies in each person”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationData so far indicate that T cell memory, B cell memory, and antibodies are all likely to persist for years in most individuals infected by SARS-CoV-2.
“data so far indicate that T cell memory, B cell memory, and antibodies are all likely to persist for years in most individuals infected by SARS-CoV-2 (Dan et al., 2021; Gaebler et al., 2020; Wajnberg et al., 2020; Zuo et al., 2020a).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
InterpretationreasoningCurrent information is insufficient to determine how rare re-infections are or whether they occur in individuals with detectable immune memory.
“there is currently insufficient information to tell how rare re-infections are and whether they occur in individuals with detectable immune memory.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationThe Spike N439 variant has enhanced ACE2 binding but is still robustly neutralized by serum from the vast majority of COVID-19 patients.
“The Spike N439 variant has enhanced binding to ACE2 but has been shown to still be robustly neutralized by serum from the vast majority of COVID-19 patients”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Thomson et al., 2020
Not checked in the free run.
May combine two claims.
InterpretationcitationAntibody titers were not a surrogate indicator of the magnitude of memory T cells, suggesting that simple antibody serodiagnostic tests will not be a robust indicator of protective immunity in people previously infected with SARS-CoV-2.
“Antibody titers were not a surrogate indicator of the magnitude of memory T cells (Dan et al., 2021), suggesting that simple antibody serodiagnostic tests will not be a robust indicator of protective immunity in people previously infected with SARS-CoV-2.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Dan et al., 2021 source
Not checked in the free run.
May combine two claims.
PremisecitationIn two nonhuman primate studies, animals previously infected with SARS-CoV-2 were protected against high-dose re-challenge one month later, and protection was associated with neutralizing antibodies.
“Animals infected with SARS-CoV-2 were protected from a high dose re-challenge with SARS-CoV-2 1 month later, and protection was associated with neutralizing antibodies”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenImmunization occurs well in advance of infection, giving the adaptive immune system time to respond, expand, and mature.
“immunization occurs well in advance of infection, giving the adaptive immune system time to respond, expand, and mature.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationAstraZeneca/Oxford ChAdOx1 interim phase 3 results showed per-protocol efficacy against COVID-19 of 62% and overall efficacy of 70%, with 131 total cases.
“Per protocol, efficacy against COVID-19 was 62% and overall efficacy was 70% (131 total cases)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Voysey et al., 2021 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenBoth RNA vaccines received Emergency Use Authorization from the FDA in December.
“Both vaccines received Emergency Use Authorization from the FDA in December.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenMany vaccines are close to 100% effective, including vaccines against respiratory pathogens such as smallpox and measles.
“many vaccines are close to 100% effective, including vaccines against respiratory pathogens such as smallpox and measles.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningSARS-CoV-2 infection may elicit better protective immunity in the upper respiratory tract than major current COVID-19 vaccine candidates because infection occurs at that site and is more likely to elicit tissue-resident memory.
“It is plausible that SARS-CoV-2 infection may elicit better protective immunity in the URT than any of the major current COVID-19 vaccine candidates, because infection occurs at that site and is therefore more likely to elicit tissue-resident memory.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe Pfizer/BioNtech phase 3 interim analysis showed 95% efficacy at preventing disease, with 170 COVID-19 cases for FDA evaluation and 94 cases in the initial release.
“the vaccine had 95% efficacy at preventing disease, with 170 COVID-19 cases for the U.S. Food and Drug Administration (FDA) to evaluate (94 cases in the initial release)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites U.S. Food and Drug Administration, 2020b
Not checked in the free run.
May combine two claims.
PremisecitationModerna mRNA-1273 phase 3 interim results showed 94% efficacy at protection from COVID-19, with 196 total cases for FDA review.
“94% efficacy at protection from COVID-19 was reported, with 196 total cases to evaluate in the FDA review”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Baden et al., 2020
Not checked in the free run.
May combine two claims.
InterpretationreasoningOverall interim results from the two RNA vaccine trials were virtually identical, with 94% and 95% efficacy and similar other outcomes.
“Overall, the interim results from the two COVID-19 RNA vaccine trials were virtually identical, with 94% and 95% efficacy and similar other outcomes.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningVaccines overcome the speed problem of adaptive immunity and T cell responses because priming occurs well before virus exposure.
“vaccines overcome/bypass the speed problem of adaptive immunity and T cell responses. Priming of the immune system by a vaccine happens well in advance of virus exposure.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationThe Pfizer vaccine is safe, having been injected into over 20,000 people with two doses and no serious safety concerns.
“The vaccine is also safe, having been injected into over 20,000 people, with two doses (>40,000 immunizations) and no serious safety concerns”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites U.S. Food and Drug Administration, 2020b
Not checked in the free run.
May combine two claims.
InterpretationcitationSeveral nonhuman primate COVID-19 vaccine studies are consistent with the possibility that COVID-19 vaccines prevent severe disease in humans but may not prevent upper respiratory tract infection.
“Several non-human primate COVID-19 vaccine studies are consistent with the possibility of COVDI-19 vaccines preventing severe disease in humans but possibly not preventing URT infection”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenModerna mRNA-1273 is also a full-length membrane-anchored SARS-CoV-2 Spike with P-P trimer stabilization mutations.
“The Moderna RNA vaccine mRNA-1273 is also a full-length (membrane-anchored) SARS-CoV-2 Spike with P-P trimer stabilization mutations.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenLung infection is a major component of severe COVID-19 and is relatively slow, while upper respiratory tract infection is important for transmission.
“Although lung infection is a major component of severe COVID-19 (and relatively slow), URT infection is important for transmission.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationPfizer BNT162b2 has been tested for immunogenicity in individuals over 65 years old, with limited but encouraging results; antibody responses were similar in both age groups.
“The Pfizer BNT162b2 vaccine has been tested for immunogenicity in individuals >65 years old, and the results were limited but encouraging. Antibody responses were similar in both age groups”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Walsh et al., 2020 source
Not checked in the free run.
May combine two claims.
PremisecitationIn the Moderna trial, there were 30 severe COVID-19 cases, all in the placebo group, indicating the vaccine works very well at preventing severe COVID-19.
“There were 30 severe cases of COVID-19 in the trial, all of which were in the placebo group, indicated the Moderna vaccine works very well at preventing severe COVID-19”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Baden et al., 2020
Not checked in the free run.
May combine two claims.
PremisecitationThe current pertussis vaccine prevents clinical disease but not infection, and probably not transmission.
“the current pertussis vaccine prevents clinical disease but not infection, and probably not transmission”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Warfel et al., 2014 source
Not checked in the free run.
May combine two claims.
InterpretationreasoningThe symptomatic-case endpoint was chosen because preventing systemic disease is the primary goal of COVID-19 vaccines and continuous infection checking of 40,000 people for months would be extraordinarily challenging.
“This endpoint was decided on because preventing systemic disease is the primary goal of COVID-19 vaccines, and it would be extraordinarily challenging to check 40,000 people for SARS2 infections continuously for months.”
Quote in the paperSubstantial claimMay combine two claims.
PremisereasoningThose studies used other antigens and different vaccine formulations.
“However, those studies were with other antigens and different vaccine formulations.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenThe safety profile of the two RNA vaccines is excellent, with a combined more than 70,000 doses administered and no serious adverse events.
“The safety profile of the two vaccines is also excellent, with a combined >70,000 doses administered and no serious adverse events.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationMultiple candidate vaccines had similar immunogenicity profiles to the COVID-19 RNA vaccines in humans, with equivalent or better neutralizing antibody titers or CD4+ T cell responses.
“Multiple candidate vaccines had similar immunogenicity profiles to the COVID-19 RNA vaccines in humans, with equivalent or better neutralizing antibody titers or CD4+ T cell responses”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
InterpretationreasoningThere is no specific reason not to expect multiple other candidate COVID-19 vaccines to do well in humans now, although phase 3 clinical trial outcomes are difficult to predict.
“In sum, there is no specific reason not to expect multiple other candidate COVID-19 vaccines to do well in humans now; although, of course, vaccine phase 3 clinical trial outcomes are notoriously difficult to predict.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Adaptive immune responses are important for control and clearance of almost all viral infections that cause disease in humans, and immune memory is central to vaccine success.
“Given that adaptive immune responses are important for the control and clearance of almost all viral infections that cause disease in humans, and adaptive immune responses and immune memory are central to the success of all vaccines, it is critical to understand adaptive responses to SARS-CoV-2.”
The paper relies on this without support.
Neutralizing antibody responses are generally T cell-dependent.
“because neutralizing antibody responses are generally T cell-dependent.”
The paper relies on this without support.
Antibodies mostly stop viruses outside cells and T cells stop viruses inside cells.
“In oversimplified terms, antibodies mostly stop viruses outside of cells and T cells stop viruses inside of cells.”
The paper relies on this without support.
Higher antigen load drives higher antibody titers.
“In general, and in various animal models, higher antigen load drives higher antibody titers.”
The paper relies on this without support.
SARS-CoV-2 infects epithelial cells of the upper respiratory tract and lungs.
“SARS-CoV-2 infects epithelial cells of the URT (nasal passages and throat) and lungs (bronchi and lung alveoli).”
The paper relies on this without support.
Any virus that can cause disease in humans must have at least one immune evasion mechanism.
“Any virus that can cause disease in humans must have at least one immune evasion mechanism—at least one immune evasion “trick.””
The paper relies on this without support.
Adaptive immune responses take about 6–10 days after priming to generate sufficient cells to control a viral infection.
“Adaptive immune responses take time to generate sufficient cells to control a viral infection, ∼6–10 days after priming (Figure 2A), due to the inherent time demands for extensive proliferation and differentiation of naive cells into effector cells.”
The authors state this as an assumption.
A change in nucleocapsid IgG titers should be assigned to a single viral infection with the highest titer because of cross-reactivity.
“if one assumes that a change in nucleocapsid IgG titers should be assigned to a single viral infection with the highest titer (due to cross-reactivity)”
The paper relies on this without support.
Many commercial serological assays have limited sensitivity for low-level Spike IgG.
“many commercial serological assays have limited sensitivity for low level Spike IgG”
The paper relies on this without support.
A T cell response to any new viral infection depends on the repertoire of naive T cells.
“A T cell response to any new viral infection depends on the repertoire of naive T cells.”
The paper relies on this without support.
Sterilizing immunity against viruses can only be achieved by high-titer neutralizing antibodies.
“Sterilizing immunity against viruses can only be accomplished by high-titer neutralizing antibodies”
The paper relies on this without support.
Memory B and T cells can take several days to reactivate and generate recall responses.
“Memory B and T cells can take several days to reactivate and generate recall responses.”
The paper relies on this without support.
For most viral infections that elicit immunological memory, protective immunity from re-infection, or at least re-infection causing clinical disease, lasts for multiple years or more in most individuals.
“For most viral infections that elicit immunological memory, protective immunity from re-infection—or at least re-infection resulting in clinical disease—lasts for multiple years or more in most individuals.”
The paper relies on this without support.
Many RNA viruses, such as measles and polioviruses, exhibit antigenic stability and unchanging serotypes over many years.
“Many RNA viruses, such as measles and polioviruses, exhibit antigenic stability and unchanging serotypes over periods of many years.”
The paper relies on this without support.
Immune memory is the source of protection by almost all vaccines.
“Immune memory is the source of protection by almost all vaccines”
The paper relies on this without support.
Almost all COVID-19 vaccines target Spike only.
“because almost all COVID-19 vaccines target Spike only.”
The paper relies on this without support.
Older individuals are at much higher risk for severe COVID-19.
“Older individuals are at much higher risk for severe COVID-19.”
The paper relies on this without support.
A number of human vaccines against respiratory pathogens do not depend on local T cell memory or are very unlikely to elicit upper respiratory tract T cell memory.
“A number of human vaccines against respiratory pathogens do not depend on local T cell memory, or are very unlikely to elicit URT T cell memory”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Innate immune cells are differently programmed in mild versus severe COVID-19, with corresponding differences in adaptive immunity.
“a scenario emerges with rather differently programmed innate immune cells in mild versus severe disease courses”
From COVID-19 and the human innate immune system (2021) · cites this paper as Sette and Crotty, 2021
Individuals with agammaglobulinemia or pharmaceutical depletion of B cells generally experience an uncomplicated COVID-19 disease course.
“Furthermore, individuals with agammaglobulinemia or pharmaceutical depletion of B cells generally experience an uncomplicated COVID-19 disease course.33,37,38”
From Impact of SARS-CoV-2 variants on the total CD4+ and CD8+ T cell reactivity in infected or vaccinated individuals (2021) · cites this paper as [33]
CD4+ and CD8+ T cell responses play important roles in the resolution of SARS-CoV-2 infection and COVID-19, including modulating disease severity in humans and reducing viral loads in non-human primates.
“Several lines of evidence suggest that CD4+ and CD8+ T cell responses play important roles in the resolution of SARS-CoV-2 infection and COVID-19,33 including modulating disease severity in humans34,35 and reducing viral loads in non-human primates.36”
From Impact of SARS-CoV-2 variants on the total CD4+ and CD8+ T cell reactivity in infected or vaccinated individuals (2021) · cites this paper as [33]
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What level of neutralising antibody protects from COVID-19?
Khoury, D. S., Cromer, D., Reynaldi, A., Schlub, T. E., Wheatley, A. K., Juno, J. A., Subbarao, K., Kent, S. J., Triccas, J. A., & Davenport, M. P. (2021) · doi:10.1101/2021.03.09.21252641 · Cited by 3,742 · see citing works
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Moore, K. A., Leighton, T., Ostrowsky, J. T., Anderson, C. J., Danila, R. N., Ulrich, A. K., Lackritz, E. M., Mehr, A. J., Baric, R. S., Baylor, N. W., et al. (2023) · Vaccine · doi:10.1016/j.vaccine.2023.02.032 · Cited by 25 · see citing works
- Authors
- Sette, A., & Crotty, S.
- Affiliations
- La Jolla Institute for Immunology (US)
- Corresponding author
- Crotty, Shane
- Venue
- Cell
- Publisher
- Elsevier BV
- Published
- 2021-02
- Volume
- 184
- Issue
- 4
- Pages
- 861-880
- ISSN
- 0092-8674 (ISSN-L)
- PMC
- PMC7803150
- OpenAlex
- W3119858919
- Cited by
- 1,860
- References
- 174
- Citations by year
- 2026: 103 · 2025: 196 · 2024: 259 · 2023: 376 · 2022: 555 · 2021: 365 · 2020: 5
- FWCI
- 45.64
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (vor, 382 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Cell (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- Topics
- Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 and COVID-19 Research
- Health Sciences › Medicine › Infectious Diseases › COVID-19 Clinical Research Studies
- Life Sciences › Immunology and Microbiology › Immunology › Immune responses and vaccinations
- Keywords
- SARS-CoV-2, COVID-19 pandemic, adaptive immunity, B cells, CD4+ T cells, CD8+ T cells, neutralizing antibodies, antigen-specific immune response, innate immunity, COVID-19 vaccines, immunological memory, reinfection, virus control
- MeSH terms
- Race Factors, COVID-19, SARS-CoV-2, COVID-19 Vaccines, Post-Acute COVID-19 Syndrome, Age Factors, B-Lymphocytes, Clinical Trials as Topic, Humans, Immunologic Memory, Sex Factors, T-Lymphocyte Subsets, Viral Load, Adaptive Immunity
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.
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