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Centenarians, semi and supercentenarians, COVID-19 and Spanish flu: a serological assessment to gain insight into the resilience of older centenarians to COVID-19

Immunity & Ageing volume 21, Article number: 44 (2024) Cite this article

Abstract

Background

Although it is well known that the older people have been the most susceptible to COVID-19, there are conflicting data on the susceptibility of centenarians. Two epidemiological study have shown that older centenarians (> 101 years old at the time of the 2020 pandemic peak) are more resilient than the remaining centenarians, suggesting that this resilience might be linked to the 1918 Spanish Flu pandemic. To gain insight into this matter, specifically whether the resilience of older centenarians to SARS-CoV-2 infection is linked to the Spanish Flu they had been affected by, we conducted a retrospective serological study. This study examined serum samples from 33 centenarians, encompassing semi- (aged > 104 < 110 years, N = 7) and supercentenarians (aged > 109 years, N = 4), born between 1905 and 1922, against both SARS-CoV-2 and 1918 H1N1 pseudotype virus.

Results

Anamnestic and laboratory data suggest that SARS-CoV-2 infection occurred in 8 centenarians. The infection appeared to have been asymptomatic or mild, and hospitalization was not required, despite 3 out of 8 being between 109 and 110 years old. The levels of anti-spike antibodies in centenarians infected and/or vaccinated were higher, although not significantly, than those produced by a random sample of seventy-year-old individuals used as controls. All centenarians had antibody levels against the 1918 H1N1 virus significantly higher (almost 50 times) than those observed in the quoted group of seventy-year-old subjects, confirming the key role in maintaining immunological memory from a priming that occurred over 100 years ago. Centenarians whose blood was collected prior to the pandemic outbreak demonstrated neutralising antibodies against the 1918 H1N1 virus, but all these subjects tested negative for SARS-CoV-2.

Conclusion

This retrospective study shows that older centenarians are quite resilient to COVID-19, as they are capable of producing good levels of neutralising antibodies and experiencing mild or asymptomatic disease. This could be attributed to the 1918 Spanish flu pandemic through mechanisms other than the presence of cross-reactive antibodies between the 1918 H1N1 virus and SARS-CoV-2. Another possibility is that the association is purely temporal, solely correlated with the advanced age of resilient centenarians compared to those born after 1918, since older centenarians are known to have better control of immune-inflammatory responses.

Background

The 1918 influenza pandemic and COVID-19 pandemic, respectively due to H1N1 and SARS-CoV-2 viruses, are among the most disastrous infectious disease emergencies of contemporary times. Although caused by unrelated viruses, the two pandemics are nevertheless similar in their clinical and pathological characteristics [1], but not in their epidemiological ones (see below).

During the COVID-19 pandemic, children and adolescents acquired SARS-CoV-2, often without manifesting serious symptoms. Likely explanations include regular exposure to seasonal coronaviruses, leading to the existence of cross-reactive antibodies, and concurrent clearance with other viral infections. Additional age-related factors may include very frequent immunizations and resulting trained immune responses, as well as a broader memory T cell repertoire compared to older individuals who, due to immune ageing and inflamm-ageing, were the age group with the highest mortality [2,3,4].

Specific age-related Spanish flu mortality followed, instead, a W-shaped curve characterized by high mortality in infants and young children, as well as in older people, with a third peak of mortality in individuals aged 15 to 30 years. Those over the age of thirty could have been protected by pre-existing cross-immunity likely due to an H1 flu virus that was in circulation in 1889 [1, 5]. Regarding infant mortality, a so-called honeymoon period was recognized, as mortality rates decreased after the first two years of life in 4–12 years old children, only to increase again in later childhood. This epidemiological pattern is consistent with host-pathogen coadaptation [5, 6].

Coming back to COVID-19 older people mortality, there are conflicting findings in the literature [7]. However, this quoted review revealed the following: (a) Consistent with evidence indicating that women tend to outlive men even during severe famines and epidemics, women exhibit greater resilience [8], although conflicting data exist regarding female centenarians in Northern Italy [9]; (b) Due to their frailty [10], centenarians, on the whole, generally succumb to COVID-19 at rates similar to or greater than other older individuals [11,12,13], with the exception of Japan, where their numbers continued to rise due to general precautions against viral infections, such as social distancing [14]; (c) During the initial wave of the pandemic in 2020, before introduction of vaccines, “older” centenarians (> 101 years old) exhibited greater resilience to COVID-19 than “younger” ones (< 102 years old) [11, 15].

The Belgian study highlighted that in 2020 the mortality rate among centenarians born after August 1, 1918, in Belgium was higher compared to older centenarians [15]. The Sicilian study, using mortality data from 2019 as a control, calculated the crude excess mortality between 2019 and 2020 for centenarians born after 1918 and those born before 1919. In 2020, there was a 61% excess mortality for centenarians born after 1918 and thus aged 100 or 101 years, while there was no excess mortality for centenarians born before 1919 and thus aged equal to or older than 102 years [11]. Both studies were conducted using demographic data published by the respective demographic institutions [11, 15].

This is an apparent paradox, as older centenarians are inherently more fragile than younger ones [10]. The temporal coincidence between the outbreak of the Spanish flu pandemic (on August 1, 1918, in Belgium, while the month of the outbreak is unknown in Sicily) and the birth of cohorts characterized by greater susceptibility to COVID-19 in 2020 suggests a connection between exposure to the 1918 H1N1 influenza pandemic and resistance to SARS-CoV-2 [11, 15]. Poulain et al. [15] have hypothesized that the lifelong persistence of cross-reactive immune mechanisms might have enabled centenarians exposed to the Spanish flu to overcome the threat of COVID-19 a century later.

To gain insight into this matter, namely whether the resilience of older centenarians (> 101 years old) to SARS-CoV-2 infection is linked to the Spanish Flu they had been affected by, we conducted a retrospective study. We tested serum samples from 33 Sicilian centenarians, including semi- (> 104 < 110 years old) and supercentenarians (> 109 years old), born between 1905 and 1922, against both SARS-CoV-2 and 1918 H1N1 pseudotype virus (PTV). Semi-supercentenarians and supercentenarians represent a highly selected population, comprised of individuals who have survived two world wars and numerous environmental and microbial challenges, including the Spanish flu [16]. Therefore, it is reasonable to infer that the immune systems of these individuals possess unique characteristics that contribute to their remarkable longevity [17,18,19,20,21,22].

Results

Tables 1 and 2 present comprehensive data for the 33 centenarians included in this retrospective study, detailing information such as sex, date of blood draw, and age at the time of blood collection (expressed in years and months). The study cohort included four female supercentenarians, six female semi-supercentenarians, and one male semi-supercentenarian. Thirteen centenarians were born before 1919, and their blood samples were collected prior to the pandemic outbreak. In contrast, blood samples from another thirteen centenarians, also born before 1919, were drawn after the onset of the pandemic. Additionally, seven centenarians were born after 1918, and among these, blood samples were collected after the pandemic outbreak for six individuals. Furthermore, Table 2 documents the insights furnished by the offspring (or by caregivers) of the centenarians concerning SARS-CoV-2 infection and anti-COVID-19 vaccination.

Tables 1 and 2 also encompass the outcomes of the serological tests conducted. The ELISA test is employed to detect antibodies targeted against the nucleocapsid protein (NP), which are indicative of previous natural infection by SARS-CoV-2, since the mRNA vaccines do not elicit a response against this antigen, so much so that they can be used to distinguish individuals in a vaccinated population who have been previously exposed to the virus [23,24,25,26,27]. Then, neutralising antibodies are considered to be a correlate of protection, and the virus neutralisation (VN) assay with live viruses is currently considered the gold standard for assessing antibody-mediated protection in both naturally infected and vaccinated subjects [28, 29]. This assay enables the identification of neutralising antibodies specifically directed against the Spike (S) protein of the virus [30], thus conferring functionality in averting viral entry into cells. The results of the test to quantify neutralising antibodies against H1N1 PTV are also presented. Lastly, the Table 2 highlights the results/data of centenarians born before 1919 and the remaining ones separately.

Table 1 Data for centenarians born before 1919, whose blood was drawn before pandemic outbreak
Full size table
Table 2 Data for centenarians whose blood was drawn after pandemic outbreak
Full size table

Regarding the clinical data of the centenarians reported in Table 2, it is noteworthy that three of them were considered survivors based on the classification of Evert et al., [31] because two of them had a clinical history of colon cancer [29 F,30 F] and the third of two previous myocardial infarctions [28 M]. As expected, the majority had cardiovascular problems treated with antihypertensive drugs, diuretics, and antiplatelet agents depending on their clinical picture. One centenarian (19 F) had debilitating sarcopenia with cognitive impairment, which was also present in another centenarian (14 F) who had a history of hospitalizations for recurring pneumonia. Finally, it is very interesting to note that the daughter of 26 F reported that her mother had suffered from diphtheria as a child and a severe form of the Spanish Flu (she showed the highest anti-H1N1 PTV titre).

Regarding SARS-CoV-2 infection, it should be noted that while COVID-19 occurrence was confirmed through positivity in the ELISA vs. NP test in two female centenarians (26 F and 33 F), in another 6 centenarians (18 F, 19 F, 20 F, 22 F, 23 F, 29 F), the latter test was positive, despite their offspring or caregivers not reporting a previous diagnosis of COVID-19, and in three of these centenarians, it was even denied (20 F, 22 F, and 23 F). In the first two subjects, the disease was symptomatic with high fever and respiratory symptoms, and it was diagnosed as COVID-19 based on the nasal swab test, whereas in the last six centenarians the course of the disease was asymptomatic or resembled a common upper respiratory syndrome, and therefore it was not diagnosed. In the medical history, 8 centenarians were reported to have been vaccinated against SARS-CoV-2 (20 F, 24 F, 25 F, 26 F, 30 F, 31 F, 32 F, 33 F) and all of them exhibited neutralising antibodies against the virus with a wide range of antibody titres, ranging from 1/10 to 1/5120. However, five centenarians with negative or unreported information on the disease and vaccination (17 F, 18 F, 19 F, 22 F, 29 F) had neutralising antibodies against the virus with a wide range of responses (from 1/226 to 1/7241). The sera of four of these were also positive in ELISA, thus suggesting a past infection. Finally, it is noteworthy that the geometric mean of neutralising antibodies titres against SARS-CoV-2 among the 13 positive centenarians was higher, although not significant, likely for the low sample size, compared to that of a group of 30 individuals in their seventies (591 ± 9 vs. 178 ± 7, P = N.S.). Given the small number of centenarians born from 1919 onwards, of which 4 were vaccinated, it did not make sense to compare their antibody levels with those of centenarians born before 1919.

All 33 centenarians had neutralising antibodies against the H1N1 PTV [32], and their levels were significantly higher compared to those found in the same group of 30 individuals in their seventies (12,201 + 3 vs. 247 + 3, P < 0.0001). All centenarians whose blood was collected prior to the outbreak of the pandemic (subjects 1–13 and 27) show neutralising antibodies against the 1918 H1N1 PTV but all these subjects tested negative for SARS-CoV-2 (neutralisation assay and ELISA).

Discussion

Regarding the possible resilience of centenarians to COVID-19, our results indicate that SARS-CoV-2 infection occurred in 8 centenarians, as suggested by the positivity of the ELISA test against NP. In most cases, the infection appeared to have been asymptomatic or mild, and hospitalization was not required, despite 3 out of 8 individuals being between 109 and 110 years old. It is important to note, however, that as reported by Lio et al. [33] and Caruso et al. [7], there are anecdotal data suggesting potential resilience to COVID-19 in centenarians, despite surveys suggesting that overall centenarians do not exhibit greater resilience than other older individuals [11,12,13]. Overestimating these anecdotal data may reflect a cognitive bias, as it naturally emphasizes survival rather than COVID-19 mortality. It is worth noting that most observations involve “older” female centenarians (> 101 years old) who were infected with SARS-CoV-2 in 2020 or the early months of 2021 and either recovered spontaneously or after a short hospitalization [7].

Further interesting results have been obtained from the study of anti-S neutralising antibodies. A study conducted on centenarians residing in long-term care facilities had already demonstrated that an old immune system is still capable of producing an antibody response to SARS-CoV-2 infection, and that the antibodies produced had neutralising abilities [34]. Our data confirmed this and additionally showed that the levels of produced antibodies were slightly higher than those produced by seventy-year-old individuals, although the difference was not significant.

As expected, all centenarians in the study had high levels of antibodies against H1N1 PTV, significantly higher than those observed in a group of seventy-year-olds. This underscores the crucial role of maintaining immunological memory from a priming event that occurred over a century ago. Previously, Yu et al. [35] investigated 32 individuals, aged between 91 and 101 years, who were born in or before 1915 (thus, aged 2 to 12 years in 1918), demonstrating their seropositivity to the 1918 virus (with a mean titre of 1/152), nearly nine decades following the pandemic. Among the 8 donor samples tested, seven showed the presence of circulating B cells secreting antibodies binding to the 1918 haemagglutinin. The study unveiled that survivors of the 1918 influenza pandemic harbour highly effective, neutralising antibodies against H1N1, and that B cells activated in response to viral infections, or their offspring, persist throughout the lifespan of the host, even after nine decades or more since exposure. Overall, these findings, along with our data, suggest that exposure to antigenically related viruses during the early decades of the 20th century may have contributed to the subject ability to maintain long-lived plasma cells (or to continuously produce them by B cells) capable of secreting antibodies against H1N1. Indeed, the 1918 pandemic eventually evolved into a less lethal annual seasonal pattern. The viral descendants of the “founder” virus from 1918 continue to circulate today as seasonal influenza viruses; subsequent pandemics in 1957, 1977, 2009, and subsequent years all resulted from genetic updates of the 1918 virus through mutational mechanisms [1, 36]. Therefore, the significant difference in antibody levels between centenarians and seventy-year-olds (almost 50 times) may also, in part, be attributed to the fact that seventy-year-olds have never been exposed to the H1N1 virus of the pandemic, but rather to its descendants with various mutations.

Furthermore, centenarians whose blood was collected prior to the outbreak of the pandemic showed evidence of an immune response to the 1918 H1N1 PTV but not to SARS-CoV-2. This data clearly indicates that there is no antigenic cross-reactivity between the two viruses in neutralisation tests. Therefore, the mechanisms underlying the greater resilience to COVID-19 in older centenarians born before 1919 cannot be explained by the presence of antigenic cross-reactivity between the two viruses. It is not known, however, if SARS-CoV-2 possesses cross-reactive antigens with the circulating coronaviruses from those years, potentially justifying an efficient immune response to SARS-CoV-2.

On the other hand, studies conducted in Japan, Sweden, Taiwan, and the USA have clearly demonstrated the long-term effects of prenatal exposure to the Spanish flu pandemic on various aspects such as height, level of education, physical abilities, depression, diabetes, and the incidence of renal, respiratory, and cardiovascular diseases among those exposed. Furthermore, exposed cohorts had excess all-cause mortality attributed to increased noncancer mortality [37,38,39,40,41,42,43,44]. Therefore, we could argue the possibility of the virus or pandemic stress also impacting the immune system, potentially leading to its enhanced resilience (see the reported cancer resistance in 39) in both surviving foetuses and children [7].

Another potential explanation concerns the possibility that the association between resistance to COVID-19 and the Spanish flu, observed in Belgian and Sicilian studies in centenarians born before 1918 during the epidemic peak of 2020 [11, 15], might be only temporal. This could indicate a correlation solely with the older age of resilient centenarians compared to those born after 1918, keeping in mind that the majority of older centenarians, including those in the present study, are female (see below). As stated in the background, in older people, COVID-19 is more severe and lethal due to immune ageing and inflamm-ageing. Moreover, the disease is more severe and lethal in men than in women [3, 7]. The degree of immune-inflammatory responses differs between men and women and persists throughout life [7, 8, 45]. Besides sex hormones, sex chromosomes play a role, as several immune genes are found on the X chromosomes. X-chromosome inactivation silences one X chromosome in the majority of XX cells, equalizing the expression of X-linked genes to that in XY cells. However, not all genes are silenced; those that evade X inactivation are believed to play a role in certain immune responses [8, 46] Generally, women have a stronger adaptive immune response (especially humoral), while men have a stronger natural immune response, i.e., an inflammatory one [7, 8, 45, 47]. Excess mortality observed in 27 European countries during the winter circulation of respiratory pathogens from 2016 to 2020 was higher in males compared to females. This pattern was particularly evident during influenza epidemics and the SARS-CoV-2 pandemic, indicating that sex and gender differences are common to all, or at least respiratory, infections [48]. The higher inflammatory response in men further contributes to high excess mortality from infectious diseases such as COVID-19, where the cytokine storm plays a key role [3, 45]. These differences persist in centenarians, since women immune parameters decline more slowly with ageing [45]. Both sexes experience increased pro-inflammatory states with age due to greater chromatin accessibility for inflammation-related genes, but it is more pronounced in men [47]. Despite this, the harmful effects of inflamm-ageing can be mitigated in centenarians through mechanisms such as the secretion of certain microRNAs, Interleukin-19, and increased regulatory T cells [49,50,51]. Interestingly, a preliminary report [52] calculated both the INFLA-score and the systemic inflammation response index (SIRI), two composite indices summarizing the effect of multiple serum and cellular inflammatory biomarkers [53, 54], to measure the level of inflamm-ageing, which showed a significant increase with age. However, no statistical difference was observed when analysing the values for semi- and supercentenarians compared to adults. Therefore, older centenarians have efficient mechanisms for controlling inflammation. Recent studies of lymphocyte subsets in semi- and supercentenarians suggest, then, that immune system ageing changes should be considered a specific adaptation that enables older centenarians to successfully cope with a lifetime of antigenic challenges and achieve extreme longevity [20,21,22]. Overall, the data demonstrate that older centenarians have better control of immune-inflammatory responses, which can allow for good control of SARS-CoV-2 infection, potentially resulting in asymptomatic cases.

Our study has several limitations. The number of enrolled centenarian subjects was relatively small, but it is important to consider that semi and supercentenarians are relatively rare (the ratio of supercentenarians to centenarians is 1/1000) [16]. Moreover, in a retrospective study where centenarians were recruited either before or during the pandemic, the case series would not be homogeneous if new participants are recruited after the end of the pandemic [55], due to the different time frame. The gender distribution was not balanced, because it reflected the female/male ratio among Italian centenarians, which is 85% vs. 15%. (for sex differences between centenarians, semi- and supercentenarians, and their number, see Supplementary file). Control sera were randomly selected solely based on the age range, without knowledge of the history of exposure to the virus or the vaccine, to ensure greater suitability as random controls. We did not evaluate other branches of immunity, such as T cell responses, despite their role in controlling SARS-CoV-2 [56]. Finally, it should be noted that the samples were collected from Southern Italy, so they may not be representative of the entire Caucasoid population.

Conclusions

This retrospective investigation shows that older centenarians display considerable resistance to COVID-19, as they are capable of generating high levels of neutralising antibodies, and the infection was mild or asymptomatic. This resilience may be attributed to the 1918 Spanish flu through mechanisms other than the existence of cross-reactive antibodies between the 1918 H1N1 influenza virus and SARS-CoV-2. Another possibility is that the association is purely temporal, linked only to the greater age of resilient centenarians compared to those born after 1918, as older centenarians are recognized for having better control over immunoinflammatory responses.

Materials and methods

Study cohort

The subjects participating in the “Discovery of molecular and genetic/epigenetic signatures underlying resistance to age-related diseases and comorbidities (DESIGN, 20157ATSLF) project”, funded by the Italian Ministry of Education, University, and Research, were examined for the present investigation. The detailed study design and participant recruitment have been previously outlined [57]. For the present study, a total of 33 Sicilian participants (28 females and 5 males) aged between 100 and 111 years, enrolled between 2017 and 2022, were included. For their age validation see supplementary file. Centenarians were excluded from enrolment if diagnosed with chronic or acute diseases such as neoplastic and autoimmune diseases, as well as severe dementia. Another exclusion criterion was the use of immunomodulatory drugs within the previous six months. The subjects participated voluntarily, and written informed consent was obtained from all participants or their offspring.

Centenarians underwent venepuncture after a 12-hour fasting period in the morning (10 a.m.). Blood was collected in specific tubes containing EDTA or no additives. Sera were immediately frozen at -80 °C and subsequently, shipped, in dry ice, to the laboratory involved in the study. All serum samples underwent testing by VN assay with live (SARS-CoV-2) [30] and H1N1 PTV [32] and by ELISA for the detection of antibodies against the NP of SARS-CoV-2, indicative of previous infection [23,24,25,26,27].

As a control cohort, a total of 30 human serum samples from the Italian general population were used, selected based on the age range (70–79 years). These samples were anonymously collected in 2022 in the Apulia region (Southern Italy) as residual sera of routine medical checks. For each sample, only the date of collection and the subject age and sex (13 women and 17 men) were recorded.

Determination of antibodies against the nucleocapsid protein of SARS-CoV-2

All samples were tested by commercial ELISA (Aeskulisa® SARS-CoV-2 NP IgG, Aesku.Diagnostics, Wendelsheim, Germany) for the detection of IgG antibodies against the NP, which are indicative of previous natural infection [23,24,25,26,27]. In accordance with the manufacturer instructions, quantitative analysis was performed by using a 4-parameter logistic standard curve obtained by plotting the optical density (OD) values measured for 4 calibrators against their antibody activity (U/ml) using logarithmic/linear coordinates. The antibody activities of the samples were quantified from the OD values by using the curve generated, and were considered positive if > 12 U/ml.

SARS-CoV-2 virus neutralisation assay

The VN assay, considered the gold standard for assessing antibody-mediated protection in both naturally infected and vaccinated subjects [28, 29], was performed as previously reported [58]. Briefly, serum samples were heat-inactivated for 30 min at 56˚C and, starting from 1:10 dilution, were mixed with an equal volume of ancestral wild-type SARS-CoV-2 2019 virus (2019-nCov/Italy-INMI1 strain, purchased from the European Virus Archive goes Global, EVAg, Spallanzani Institute, Rome) viral solution containing 100 Tissue Culture Infective Dose 50% (TCID50). After 1 h of incubation at room temperature, 100 µl of virus-serum mixture were added to a 96-well plate containing VERO E6 cells with 80% confluency. Plates were incubated for 72 h at 37˚C, 5% CO2 in humidified atmosphere, then inspected for presence/absence of cytopathic effect (CPE) by an inverted optical microscope. A CPE higher than 50% indicated infection. The VN assay titre was expressed as the reciprocal of the highest serum dilution showing protection from viral infection and CPE.

Samples with antibody titres equal to or greater than 10 are considered positive, while a titre of 5 indicates a negative sample, meaning no neutralising antibodies were detected. Serum samples were assayed in duplicate, and the presented results are the geometric mean titres.

H1N1 pseudotype virus production

H1N1 PTV was produced in HEK293T/17 cells (ATCC CRL11268) pre-seeded in a T75 flask (Thermo) with approximately 2 × 106 cells the day before transfection. Cells were then co-transfected with 1 µg of packaging lentiviral core p8.91, 1.5 µg of pCSFLW encoding Firefly Luciferase, 1 µg of A/South Carolina/1/1918 haemagglutinin phCMV1 plasmid (accession no AF117241.1) and 250 ng TMPRSS4 pCMV using FugeneHD (Promega) transfection reagent at a ratio of 1:3 DNA: Fugene in optiMEM (Gibco). The day after transfection, 1U of exogenous Neuraminidase (Sigma-Aldrich N2876) was added to the cell culture medium. PTVs were harvested at 48 h post transfection and supernatant filtered through a 0.45 μm acetate cellulose filter (Starlab) [59, 60].

H1N1 PTV neutralisation assay

PTV neutralisation assays were performed as described [32]. Briefly, serum samples were diluted 1:20 in DMEM and serially diluted 2-fold in white 96-well F-bottom plates (Thermo). An equal number of PTVs were added to achieve ~ 1 × 106 RLU per well apart from cell only control wells, and incubated for 1 h at 37 °C and 5% CO2, followed by addition of target HEK293T cells (20,000 cells/well). Plates were incubated for 48 h prior to lysis with Bright-Glo reagent (Promega).

Luminescence was measured using a GloMax luminometer (Promega) and IC50 values (half-maximal inhibitory concentration) were determined by non-linear regression using GraphPad Prism (v.9).

Statistics

The geometric mean titres of the different neutralisation assays were compared between centenarians and sample controls by unpaired Student t test. Only p-values less than 0.05 were considered significant.

Data availability

To protect privacy, raw data supporting the findings of this study are available from the corresponding authors upon written reasonable request.

Abbreviations

COVID-19:

Coronavirus disease 2019

NP:

nucleocapsid protein

PTV:

Pseudotype virus

S:

Spike

SIRI:

Systemic inflammation response index

SARS-CoV-2:

Severe acute respiratory syndrome coronavirus 2

VN:

Virus neutralisation

References

  1. Morens DM, Taubenberger JK, Fauci AS. A centenary tale of two pandemics: the 1918 Influenza Pandemic and COVID-19, Part I. Am J Public Health. 2021;111:1086–94. https://doi.org/10.2105/AJPH.2021.306310.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Felsenstein S, Hedrich CM. SARS-CoV-2 infections in children and young people. Clin Immunol. 2020;220:108588. https://doi.org/10.1016/j.clim.2020.108588.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Ligotti ME, Pojero F, Accardi G, Aiello A, Caruso C, Duro G, Candore G. Immunopathology and Immunosenescence, the immunological key words of severe COVID-19. Is there a role for stem cell transplantation? Front Cell Dev Biol. 2021;9:725606. https://doi.org/10.3389/fcell.2021.725606.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Mantovani A, Netea MG. Trained innate immunity, epigenetics, and Covid-19. N Engl J Med. 2020;383:1078–80. https://doi.org/10.1056/NEJMcibr2011679.

    Article  CAS  PubMed  Google Scholar 

  5. Ahmed R, Oldstone MB, Palese P. Protective immunity and susceptibility to infectious diseases: lessons from the 1918 influenza pandemic. Nat Immunol. 2007;8:1188–93. https://doi.org/10.1038/ni1530.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Muenchhoff M, Goulder PJ. Sex differences in pediatric infectious diseases. J Infect Dis. 2014;209 S3:S120–6. https://doi.org/10.1093/infdis/jiu232.

    Article  CAS  Google Scholar 

  7. Caruso C, Marcon G, Accardi G, Aiello A, Calabrò A, Ligotti ME, Tettamanti M, Franceschi C, Candore G. Role of sex and age in fatal outcomes of COVID-19: women and older centenarians are more resilient. Int J Mol Sci. 2023;24:2638. https://doi.org/10.3390/ijms24032638.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Calabrò A, Accardi G, Aiello A, Caruso C, Candore G. Sex and gender affect immune aging. Front Aging. 2023;4:1272118. https://doi.org/10.3389/fragi.2023.1272118.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Marcon G, Tettamanti M, Capacci G, Fontanel G, Spanò M, Nobili A, Forloni G, Franceschi C. COVID-19 mortality in Lombardy: the vulnerability of the oldest old and the resilience of male centenarians. Aging. 2020;12:15186–95. https://doi.org/10.18632/aging.103872.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Wang HY, Lv X, Du J, Kong G, Zhang L. Age- and gender-specific prevalence of Frailty and its outcomes in the Longevous Population: the Chinese longitudinal healthy longevity study. Front Med (Lausanne). 2021;8:719806. https://doi.org/10.3389/fmed.2021.719806.

    Article  PubMed  Google Scholar 

  11. Caruso C, Accardi G, Aiello A, Calabrò A, Ligotti ME, Candore G. Centenarians born before 1919 are resistant to COVID-19. Aging Clin Exp Res. 2023;35:217–20. https://doi.org/10.1007/s40520-022-02287-6.

    Article  PubMed  Google Scholar 

  12. Couderc AL, Correard F, Nouguerède E, Berbis J, Rey D, Daumas A, Villani P. Centenarians in nursing homes during the COVID-19 pandemic. Aging. 2021;13:6247–57. https://doi.org/10.18632/aging.202743.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Gellert P, Kohl R, Jürchott K, Hering C, Gangnus A, Steinhagen-Thiessen E, Kuhlmey A, Schwinger A. Centenarians from Long-Term Care facilities and COVID-19-Relevant Hospital admissions. J Am Med Dir Assoc. 2022;23:1117–8. https://doi.org/10.1016/j.jamda.2022.05.009.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Aoki Y, Mehmet SC. The COVID-19 pandemic appears to have increased longevity in Japanese centenarians. Age Ageing. 2021;50(4):1052–3. https://doi.org/10.1093/ageing/afab077.

    Article  PubMed  Google Scholar 

  15. Poulain M, Chambre D, Pes GM. Centenarians exposed to the spanish flu in their early life better survived to COVID-19. Aging. 2021;13:21855–65. https://doi.org/10.18632/aging.203577.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Accardi G, Aiello A, Aprile S, Caldarella R, Cammarata G, Carru C, Caruso C, Ciaccio M, Colomba P, Galimberti D, Gambino CM, Davinelli S, De Vivo I, Ligotti ME, Vasto S, Zinellu A, Candore G. The phenotypic characterization of the Cammalleri sisters, an example of exceptional longevity. Rejuvenation Res. 2020;23:476–84. https://doi.org/10.1089/rej.2019.2299.

    Article  CAS  PubMed  Google Scholar 

  17. Accardi G, Aiello A, Aprile S, Calabrò A, Caldarella R, Caruso C, Ciaccio M, Dieli F, Ligotti ME, Meraviglia S, Candore G. The phenotypic characterization of the oldest Italian man from December 28, 2020, to September 23, 2021, A.T., strengthens the idea that the Immune System can play a key role in the attainment of Extreme Longevity. J Clin Med. 2023;12:7591. https://doi.org/10.3390/jcm12247591.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. de Castro MV, Silva MVR, Naslavsky MS, Scliar MO, Nunes K, Passos-Bueno MR, Castelli EC, Magawa JY, Adami FL, Moretti AIS, de Oliveira VL, Boscardin SB, Cunha-Neto E, Kalil J, Jouanguy E, Bastard P, Casanova JL, Quiñones-Vega M, Sosa-Acosta P, Guedes JS, de Almeida NP, Nogueira FCS, Domont GB, Santos KS, Zatz M. The oldest unvaccinated Covid-19 survivors in South America. Immun Ageing. 2022;19:57. https://doi.org/10.1186/s12979-022-00310-y.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Ligotti ME, Aiello A, Accardi G, Aprile S, Bonura F, Bulati M, Gervasi F, Giammanco GM, Pojero F, Zareian N, Caruso C, Farzaneh F, Candore G. Analysis of T and NK cell subsets in the sicilian population from young to supercentenarian: the role of age and gender. Clin Exp Immunol. 2021;205:198–212. https://doi.org/10.1111/cei.13606.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Ligotti ME, Accardi G, Aiello A, Aprile S, Calabrò A, Caldarella R, Caruso C, Ciaccio M, Corsale AM, Dieli F, Di Simone M, Giammanco GM, Mascarella C, Akbar AN, Meraviglia S, Candore G. Sicilian semi- and supercentenarians: identification of age-related T cell immunophenotype to define longevity trait. Clin Exp Immunol. 2023;214(1):61–78. https://doi.org/10.1093/cei/uxad074.

    Article  PubMed  Google Scholar 

  21. Ligotti ME, Accardi G, Aiello A, Calabrò A, Caruso C, Corsale AM, Dieli F, Di Simone M, Meraviglia S, Candore G. Sicilian semi- and supercentenarians: Age-related NK Cell Immunophenotype and Longevity Trait Definition. Transl Med UniSa. 2023;25:11–5. https://doi.org/10.37825/2239-9747.1041.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Ligotti ME, Accardi G, Aiello A, Calabrò A, Caruso C, Corsale AM, Dieli F, Di Simone M, Meraviglia S, Candore G. Sicilian semi- and supercentenarians: age-related Tγδ cell immunophenotype contributes to longevity trait definition. Clin Exp Immunol. 2024;216:1–12. https://doi.org/10.1093/cei/uxad132.

    Article  PubMed  Google Scholar 

  23. Assis R, Jain A, Nakajima R, Jasinskas A, Khan S, Palma A, Parker DM, Chau A, Specimen C, Obiero G, Tifrea JM, Leung D, Grabar A, Muqolli C, Khalil F, Escobar G, Ventura JC, Davies J, Albala DH, Boden-Albala B, Schubl B, Felgner S. Distinct SARS-CoV-2 antibody reactivity patterns elicited by natural infection and mRNA vaccination. NPJ Vaccines. 2021;6:132. https://doi.org/10.1038/s41541-021-00396-3.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. van den Hoogen LL, Smits G, van Hagen CCE, Wong D, Vos ERA, van Boven M, de Melker HE, van Vliet J, Kuijer M, Woudstra L, Wijmenga-Monsuur AJ, GeurtsvanKessel CH, Stoof SP, Reukers D, Wijsman LA, Meijer A, Reusken CBEM, Rots NY, van der Klis FRM, van Binnendijk. RS, den Hartog G. Seropositivity to Nucleoprotein to detect mild and asymptomatic SARS-CoV-2 infections: a complementary tool to detect breakthrough infections afterOVID-19 vaccination? Vaccine. 2022;40:2251–7. https://doi.org/10.1016/j.vaccine.2022.03.0.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Trombetta CM, Marchi S, Leonardi M, Stufano A, Lorusso E, Montomoli E, Decaro N, Buonvino N, Lovreglio P. Evaluation of antibody response to SARS-CoV-2 variants after 2 doses of mRNA COVID-19 vaccine in a correctional facility. Hum Vaccin Immunother. 2022;18:2153537. https://doi.org/10.1080/21645515.2022.2153537.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Serwanga J, Baine C, Mugaba S, Ankunda V, Auma BO, Oluka GK, Kato L, Kitabye I, Sembera J, Odoch G, Ejou P, Nalumansi A, Gombe B, Musenero M, Kaleebu P. Seroprevalence and durability of antibody responses to AstraZeneca vaccination in ugandans with prior mild or asymptomatic COVID-19: implications for vaccine policy. Front Immunol. 2023;14:1183983. https://doi.org/10.3389/fimmu.2023.1183983.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Pallett SJC, Heskin J, Keating F, Mazzella A, Taylor H, Patel A, Lamb G, Sturdy D, Eisler N, Denny S, Charani E, Randell P, Mughal N, Parker E, de Oliveira CR, Rayment M, Jones R, Tedder R, McClure M, Groppelli E, Davies GW, O’Shea MK, Moore LSP. Hybrid immunity in older adults is associated with reduced SARS-CoV-2 infections following BNT162b2 COVID-19 immunisation. Commun Med (Lond). 2023;3:83. https://doi.org/10.1038/s43856-023-00303-y.

    Article  CAS  PubMed  Google Scholar 

  28. Liu KT, Han YJ, Wu GH, Huang KA, Huang PN. Overview of neutralization assays and International Standard for detecting SARS-CoV-2 neutralizing antibody. Viruses. 2022;14:1560. https://doi.org/10.3390/v14071560.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Sun Y, Huang W, Xiang H, Nie J. SARS-CoV-2 neutralization assays used in clinical trials: a narrative review. Vaccines (Basel). 2024;12:554. https://doi.org/10.3390/vaccines12050554.

    Article  CAS  PubMed  Google Scholar 

  30. Abe KT, Li Z, Samson R, Samavarchi-Tehrani P, Valcourt EJ, Wood H, Budylowski P, Dupuis AP 2nd, Girardin RC, Rathod B, Wang JH, Barrios-Rodiles M, Colwill K, McGeer AJ, Mubareka S, Gommerman JL, Durocher Y, Ostrowski M, McDonough KA, Drebot MA, Drews SJ, Rini JM, Gingras AC. A simple protein-based surrogate neutralization assay for SARS-CoV-2. JCI Insight. 2020;5:e142362. https://doi.org/10.1172/jci.insight.142362.

  31. Evert J, Lawler E, Bogan H, Perls T. Morbidity profiles of centenarians: survivors, delayers, and escapers. J Gerontol Biol Sci Med Sci. 2003;58:232–7. https://doi.org/10.1093/gerona/58.3.m232.

    Article  Google Scholar 

  32. Del Rosario JMM, da Costa KAS, Temperton NJ. Pseudotyped viruses for Influenza. Adv Exp Med Biol. 2023;1407:153–73. https://doi.org/10.1007/978-981-99-0113-5_8.

    Article  CAS  PubMed  Google Scholar 

  33. Lio D, Scola L, Giarratana RM, Candore G, Colonna-Romano G, Caruso C, Balistreri CR. SARS CoV2 infection _The longevity study perspectives. Ageing Res Rev. 2021;67:101299. https://doi.org/10.1016/j.arr.2021.101299.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Foley MK, Searle SD, Toloue A, Booth R, Falkenham A, Falzarano D, Rubino S, Francis ME, McNeil M, Richardson C, LeBlanc J, Oldford S, Gerdts V, Andrew MK, McNeil SA, Clarke B, Rockwood K, Kelvin DJ, Kelvin AA. Centenarians and extremely old people living with frailty can elicit durable SARS-CoV-2 spike specific IgG antibodies with virus neutralization functions following virus infection as determined by serological study. EclinicalMedicine. 2021;37:100975. https://doi.org/10.1016/j.eclinm.2021.100975.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Yu X, Tsibane T, McGraw PA, House FS, Keefer CJ, Hicar MD, Tumpey TM, Pappas C, Perrone LA, Martinez O, Stevens J, Wilson IA, Aguilar PV, Altschuler EL, Basler CF, Crowe JE Jr. Neutralizing antibodies derived from the B cells of 1918 influenza pandemic survivors. Nature. 2008;455:532–6. https://doi.org/10.1038/nature07231.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Zimmer SM, Burke DS. Historical perspective—emergence of influenza A (H1N1) viruses. N Engl J Med. 2009;361:279–85. https://doi.org/10.1056/NEJMra0904322.

    Article  CAS  PubMed  Google Scholar 

  37. Almond D. Is the 1918 Influenza pandemic over? Long-term effects of in utero influenza exposure in the post-1940 US population. J Polit Econ. 2006;114:672–712. https://www.journals.uchicago.edu/doi/10.1086/50715.

    Article  Google Scholar 

  38. Mazumder B, Almond D, Park K, Crimmins EM, Finch CE. Lingering prenatal effects of the 1918 influenza pandemic on cardiovascular disease. J Dev Orig Health Dis. 2010;1:26–34. https://doi.org/10.1017/S2040174409990031.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Myrskylä M, Mehta NK, Chang VW. Early life exposure to the 1918 influenza pandemic and old-age mortality by cause of death. Am J Public Health. 2013;103:e83–90. https://doi.org/10.2105/AJPH.2012.301060.

    Article  PubMed  PubMed Central  Google Scholar 

  40. Lin MJ, Liu EM. Does in utero exposure to illness matter? The 1918 influenza epidemic in Taiwan as a natural experiment. J Health Econ. 2014;37:152–63. https://doi.org/10.1016/j.jhealeco.2014.05.004.

    Article  PubMed  Google Scholar 

  41. Ogasawara K. The long-run effects of pandemic influenza on the development of children from elite backgrounds: evidence from industrializing Japan. Econ Hum Biol. 2018;31:125–37. https://doi.org/10.1016/j.ehb.2018.08.012.

    Article  PubMed  Google Scholar 

  42. Fletcher JM. New evidence on the impacts of early exposure to the 1918 influenza pandemic on old-age mortality. Biodemography Soc Biol. 2018;64:123–6. https://doi.org/10.1080/19485565.2018.1501267.

    Article  PubMed  PubMed Central  Google Scholar 

  43. Helgertz J, Bengtsson T, The Long-Lasting Influenza. The impact of fetal stress during the 1918 Influenza Pandemic on Socioeconomic Attainment and Health in Sweden, 1968–2012. Demography. 2019;56:1389–425. https://doi.org/10.1007/s13524-019-00799-x.

    Article  PubMed  Google Scholar 

  44. Schnittker J. In-utero determinants of adult depression: evidence from the 1918 flu pandemic. Biodemography Soc Biol. 2020;65:227–44. https://doi.org/10.1080/19485565.2020.1744424.

    Article  PubMed  Google Scholar 

  45. Caruso C, Ligotti ME, Accardi G, Aiello A, Candore G. An immunologist’s guide to immunosenescence and its treatment. Expert Rev Clin Immunol. 2022;18:961–81. https://doi.org/10.1080/1744666X.2022.2106217.

    Article  CAS  PubMed  Google Scholar 

  46. Sun Z, Fan J, Wang Y. X-Chromosome inactivation and related diseases. Genet Res (Camb). 2022;2022:1391807. https://doi.org/10.1155/2022/1391807.

    Article  CAS  PubMed  Google Scholar 

  47. Márquez EJ, Chung CH, Marches R, Rossi RJ, Nehar-Belaid D, Eroglu A, Mellert DJ, Kuchel GA, Banchereau J, Ucar D. Sexual-dimorphism in human immune system aging. Nat Commun. 2020;11:751. https://doi.org/10.1038/s41467-020-14396-9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Nielsen J, Nørgaard SK, Lanzieri G, Vestergaard LS, Moelbak K. Sex-differences in COVID-19 associated excess mortality is not exceptional for the COVID-19 pandemic. Sci Rep. 2021;11:20815. https://doi.org/10.1038/s41598-021-00213-w.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Accardi G, Bono F, Cammarata G, Aiello A, Herrero MT, Alessandro R, Augello G, Carru C, Colomba P, Costa MA, De Vivo I, Ligotti ME, Lo Curto A, Passantino R, Taverna S, Zizzo C, Duro G, Caruso C, Candore G. Mir-126-3p and mir-21-5p as Hallmarks of Bio-positive Ageing; Correlation Analysis and Machine Learning Prediction in Young to Ultra-centenarian Sicilian Population. Cells. 2022;11:1505. https://doi.org/10.3390/cells11091505.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Pinti M, Gibellini L, Lo Tartaro D, De Biasi S, Nasi M, Borella R, Fidanza L, Neroni A, Troiano L, Franceschi C, Cossarizza A. A Comprehensive Analysis of Cytokine Network in centenarians. Int J Mol Sci. 2023;24:2719. https://doi.org/10.3390/ijms24032719.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  51. Zhou L, Ge M, Zhang Y, Wu X, Leng M, Gan C, Mou Y, Zhou J, Valencia CA, Hao Q, Zhu B, Dong B, Dong B. Centenarians alleviate inflammaging by changing the ratio and Secretory Phenotypes of T Helper 17 and Regulatory T Cells. Front Pharmacol. 2022;13:877709. https://doi.org/10.3389/fphar.2022.877709.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Accardi G, Calabrò A, Caldarella R, Caruso C, Ciaccio M, De Simone MD, Ligotti ME, Meraviglia S, Zarcone R, Candore G, Aiello A. Immune-Inflammatory response in Lifespan. What role does it play in Extreme Longevity? A sicilian semi- and supercentenarians Study. https://doi.org/10.20944/preprints202406.0344.v1. PPR:PPR863135.

  53. Pounis G, Bonaccio M, Di Castelnuovo A, Costanzo S, de Curtis A, Persichillo M, Sieri S, Donati MB, Cerletti C, de Gaetano G, Iacoviello L. Polyphenol intake is associated with low-grade inflammation, using a novel data analysis from the Moli-Sani study. Thromb Haemost. 2016;115:344–52. https://doi.org/10.1160/TH15-06-0487.

    Article  PubMed  Google Scholar 

  54. Qi Q, Zhuang L, Shen Y, Geng Y, Yu S, Chen H, Liu L, Meng Z, Wang P, Chen Z. A novel systemic inflammation response index (SIRI) for predicting the survival of patients with pancreatic cancer after chemotherapy. Cancer. 2016;122:2158–67. https://doi.org/10.1002/cncr.30057.

    Article  PubMed  Google Scholar 

  55. Sarker R, Roknuzzaman ASM, Nazmunnahar, Shahriar M, Hossain MJ, Islam MR. The WHO has declared the end of pandemic phase of COVID-19: way to come back in the normal life. Health Sci Rep. 2023;6(9):e1544. https://doi.org/10.1002/hsr2.1544.

    Article  PubMed  PubMed Central  Google Scholar 

  56. Moss P. The T cell immune response against SARS-CoV-2. Nat Immunol. 2022;23:186–93. https://doi.org/10.1038/s41590-021-01122-w.

    Article  CAS  PubMed  Google Scholar 

  57. Aiello A, Accardi G, Aprile S, Caldarella R, Carru C, Ciaccio M, De Vivo I, Gambino CM, Ligotti ME, Vasto S, Zinellu A, Caruso C, Bono F, Candore G. Age and gender-related variations of Molecular and phenotypic parameters in a cohort of Sicilian Population: from Young to centenarians. Aging Dis. 2021;12:1773–93. https://doi.org/10.14336/AD.2021.0226.

    Article  PubMed  PubMed Central  Google Scholar 

  58. Manenti A, Maggetti M, Casa E, Martinuzzi D, Torelli A, Trombetta CM, Marchi S, Montomoli E. Evaluation of SARS-CoV-2 neutralizing antibodies using a CPE-based colorimetric live virus micro-neutralization assay in human serum samples. J Med Virol. 2020;92:2096–104. https://doi.org/10.1002/jmv.25986.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  59. Vrdoljak A, Allen EA, Ferrara F, Temperton NJ, Crean AM, Moore AC. Induction of broad immunity by thermostabilised vaccines incorporated in dissolvable microneedles using novel fabrication methods. J Control Release. 2016;225:192–204. https://doi.org/10.1016/j.jconrel.2016.01.019.

    Article  CAS  PubMed  Google Scholar 

  60. Del Rosario JMM, da Costa KAS, Asbach B, Ferrara F, Ferrari M, Wells DA, Mann GS, Ameh VO, Sabeta CT, Banyard AC, Kinsley R, Scott SD, Wagner R, Heeney JL, Carnell GW, Temperton NJ. Exploiting Pan Influenza A and Pan Influenza B pseudotype libraries for efficient vaccine Antigen Selection. Vaccines (Basel). 2021;9:741. https://doi.org/10.3390/vaccines9070741.

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

We thank Professor Caleb Finch, Leonard Davis School of Gerontology, University of Southern California for his criticism. We also thank Professor Graham Pawelec, Department of Immunology, University of Tübingen and Professor Francesco Vitale, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties ‘G. D’Alessandro’, University of Palermo for their suggestions. The financial support granted by International Longevity Science Association directed by Doctor Damiano Galimberti in the recruitment of participants as well as the support granted by Alessandro Delucchi http://www.supercentenariditalia.it in the identification of semi and supercentenarians are warmly acknowledged.

Funding

Original work performed by authors from Laboratory of Immunopathology and Immunosenescence in the field of longevity and immunosenescence was funded by the 20157ATSLF project (Discovery of molecular, and genetic/epigenetic signatures underlying resistance to age-related diseases and comorbidities), granted by the Italian Ministry of Education, University, and Research and the project Improved Vaccination Strategies for Older Adults granted by European Commission (Horizon 2020 ID 848).

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Author notes

  1. Mattia Emanuela Ligotti

    Present address: Department of Research, ISMETT-IRCCS Mediterranean Institute forTransplants and Highly Specialized Therapies, Palermo, Italy

Authors and Affiliations

  1. Department of Molecular and Developmental Medicine, University of Siena, Siena, Italy

    Claudia Maria Trombetta, Serena Marchi & Emanuele Montomoli

  2. VisMederi Research srl, Siena, Italy

    Claudia Maria Trombetta & Emanuele Montomoli

  3. Laboratory of Immunopathology and Immunosenescence, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy

    Giulia Accardi, Anna Aiello, Anna Calabrò, Calogero Caruso, Mattia Emanuela Ligotti & Giuseppina Candore

  4. VisMederi srl, Siena, Italy

    Emanuele Montomoli

  5. Viral Pseudotype Unit, Medway School of Pharmacy, University of Kent, Kent, UK

    Martin Mayora Neto & Nigel Temperton

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Contributions

CC, GMT, EM, GC, and NT designed research and the experiments. GA, AA, AC, CC, MEL, and GC recruited centenarians and selected serum samples . SM and MMN performed the experiments. CMT and CC analysed the data and performed the statistical analyses. CC and CMT wrote the paper. All authors have read and approved the final draft of the manuscript.

Corresponding author

Correspondence to Calogero Caruso.

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The study protocol adhered to the Declaration of Helsinki and its amendments. The Ethics Committee of Palermo University Hospital approved the study (Nutrition and Longevity, No. 032017). Informed consent was obtained from all participants and/or their offspring or caregivers.

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Not applicable.

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The authors declare no competing interests.

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Trombetta, C.M., Accardi, G., Aiello, A. et al. Centenarians, semi and supercentenarians, COVID-19 and Spanish flu: a serological assessment to gain insight into the resilience of older centenarians to COVID-19. Immun Ageing 21, 44 (2024). https://doi.org/10.1186/s12979-024-00450-3

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Keywords

Immunity & Ageing

ISSN: 1742-4933

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