Literature DB >> 35020778

SARS-CoV-2 induces a durable and antigen specific humoral immunity after asymptomatic to mild COVID-19 infection.

Sebastian Havervall1, August Jernbom Falk2, Jonas Klingström3,4, Henry Ng5, Nina Greilert-Norin1, Lena Gabrielsson1, Ann-Christin Salomonsson1, Eva Isaksson1, Ann-Sofie Rudberg6, Cecilia Hellström2, Eni Andersson2, Jennie Olofsson2, Lovisa Skoglund2, Jamil Yousef2, Elisa Pin2, Wanda Christ3, Mikaela Olausson4, My Hedhammar7, Hanna Tegel7, Sara Mangsbo8, Mia Phillipson5, Anna Månberg2, Sophia Hober7, Peter Nilsson2, Charlotte Thålin1.   

Abstract

Current SARS-CoV-2 serological assays generate discrepant results, and the longitudinal characteristics of antibodies targeting various antigens after asymptomatic to mild COVID-19 are yet to be established. This longitudinal cohort study including 1965 healthcare workers, of which 381 participants exhibited antibodies against the SARS-CoV-2 spike antigen at study inclusion, reveal that these antibodies remain detectable in most participants, 96%, at least four months post infection, despite having had no or mild symptoms. Virus neutralization capacity was confirmed by microneutralization assay in 91% of study participants at least four months post infection. Contrary to antibodies targeting the spike protein, antibodies against the nucleocapsid protein were only detected in 80% of previously anti-nucleocapsid IgG positive healthcare workers. Both anti-spike and anti-nucleocapsid IgG levels were significantly higher in previously hospitalized COVID-19 patients four months post infection than in healthcare workers four months post infection (p = 2*10-23 and 2*10-13 respectively). Although the magnitude of humoral response was associated with disease severity, our findings support a durable and functional humoral response after SARS-CoV-2 infection even after no or mild symptoms. We further demonstrate differences in antibody kinetics depending on the antigen, arguing against the use of the nucleocapsid protein as target antigen in population-based SARS-CoV-2 serological surveys.

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Year:  2022        PMID: 35020778      PMCID: PMC8754314          DOI: 10.1371/journal.pone.0262169

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), causing the coronavirus disease 2019 (COVID-19), has taken global pandemic proportions. Despite a steady increase in the number of fatalities worldwide, the vast majority of infected individuals develop no or mild symptoms. The rapid spread of SARS-CoV-2 is likely facilitated by a substantial portion of asymptomatic and pre-symptomatic transmission [1, 2]. Understanding the durability and functionality of the immune response in mild and asymptomatic cases is therefore critical in the attempt to contain the disease and to gain insight of the potential of re-infection. Antibodies targeting various virus-encoded proteins are central players in conveying protective immunity against viral infections such as SARS-CoV-2. The most commonly targeted antigens in currently available serology assays are the SARS-CoV-2 spike glycoprotein, which enables viral access to the host cell, and the abundant and highly conserved nucleocapsid protein [3, 4]. The SARS-CoV-2 spike glycoprotein is the main target antigen for neutralizing antibodies and vaccine development. It is now well-established that circulating IgG antibodies to SARS-CoV-2 are detected in the majority of infected individuals after 9–21 days from symptom onset [5-9]. The kinetics, duration and efficacy of circulating SARS-CoV-2 antibodies are however, due to the novelty of the virus, less established. In fact, conflicting studies provide data on a rapid decline in circulating IgG antibodies within weeks after COVID-19 [10-12], especially after mild disease [13-15], while others report detectable antibodies up to two to six months after symptom onset [16-19]. The COMMUNITY (COVID-19 Immunity) study is an ongoing longitudinal study investigating long-term immunity after COVID-19 in a large group of individuals with a wide variety of COVID-19 symptoms. Between April 15th and May 8th, 2020, 2149 health care workers (HCW), and 118 hospitalized COVID-19 patients were included in the study. Cross-sectional clinical, demographic and serological data of the HCW at study inclusion has been presented elsewhere [20]. Briefly, the cohort comprised 85% women (1815/2149) with a mean age of 44 (SD 12). 410 HCW presented antibodies recognizing both spike and nucleocapsid at inclusion, among which 87% (357/410) reported mild or asymptomatic infection. The objective of this first follow-up was to assess the duration and efficacy of circulating antibodies four months after infection. Our findings show that a durable anti-spike IgG response is generated in the vast majority of convalescent individuals, even after asymptomatic or mild infection, and that these antibodies remain capable of virus neutralization. In contrast, anti-nucleocapsid IgG levels declined in a large portion of individuals with asymptomatic or mild disease, but not in individuals with severe to critical disease. These findings have important implications for public health planning, as well as for assessing potential risk of reinfection and serological evaluation of vaccine responses.

Results

Characteristics of study participants

A total of 1965 HCW and 59 convalescent COVID-19 patients remained in the study for the four-month follow-up between August 24th and September 11th, 2020. IgG antibodies against the SARS-CoV-2 spike protein (full length trimer) and a 118 aa-long C-terminal domain of the nucleocapsid protein were analyzed in all samples at inclusion in April/May 2020 and at four-month follow-up. The majority of HCW were women (n = 1669, 85%) and the mean age was 44 (SD 12) years. Of the 1965 HCW, 350 individuals (18%) presented antibodies recognizing both spike and nucleocapsid at inclusion, whereas 31 (2%) presented only anti-spike IgG and 80 (4%) presented only anti-nucleocapsid IgG. Of the 461 HCW presenting antibodies recognizing spike and/or nucleocapsid at inclusion, 406 (88%), had mild symptoms prior to study inclusion, and 55 (12%) had been asymptomatic. The patient group was predominantly male (69%), and the mean age was higher than that of HCW; 56 (SD 14) years (p = 3*10−9). All COVID-19 patients were shown to have antibodies recognizing both spike and nucleocapsid at study inclusion.

Persistence of circulating anti-spike IgG

At the four-month follow-up, we first assessed the longevity of anti-spike IgG. The vast majority of HCW who were anti-spike IgG positive at inclusion (96%; 366/381), and all convalescent COVID-19 patients remained anti-spike IgG positive at the four-month follow-up. Follow-up levels of anti-spike IgG were significantly higher in convalescent COVID-19 patients (21238 MFI [AU] (IQR 19371–22737)) than HCW (12010 MFI [AU] (IQR 7747–16629)); p = 2*10−23, Fig 1A). In addition, high antibody levels in HCW were associated with several self-reported symptoms prior to study inclusion, including fever, dyspnea, cough, abdominal pain, ageusia, malaise, and anosmia (Fig 1B).
Fig 1

Four-month follow-up levels of anti-Spike IgG are associated to disease severity and COVID-19 symptoms.

A) Four-month follow-up levels of anti-spike IgG were significantly higher in convalescent COVID-19 patients compared to HCW. B) In addition, four-month follow-up levels were significantly increased in HCW with self-reported fever, dyspnea, cough, abdominal symptoms, malaise, anosmia, or ageusia prior to study inclusion. Crossbars depict the median. P-values are shown with brackets. Sx; symptoms. AU: Arbitrary Units.

Four-month follow-up levels of anti-Spike IgG are associated to disease severity and COVID-19 symptoms.

A) Four-month follow-up levels of anti-spike IgG were significantly higher in convalescent COVID-19 patients compared to HCW. B) In addition, four-month follow-up levels were significantly increased in HCW with self-reported fever, dyspnea, cough, abdominal symptoms, malaise, anosmia, or ageusia prior to study inclusion. Crossbars depict the median. P-values are shown with brackets. Sx; symptoms. AU: Arbitrary Units.

Persistence of circulating anti-nucleocapsid IgG

Although nucleocapsid antibodies are not believed to be capable of direct neutralization of the SARS-CoV-2 virus, the SARS-CoV-2 nucleocapsid antigen remains target in many commercially available assays due to its high abundance and immunogenicity [21]. The nucleocapsid has furthermore reported a higher sensitivity compared to the spike protein when screening populations early in the seroconversion phase [22]. We therefore proceeded to analyze anti-nucleocapsid IgG at the four-month follow-up. Of the 59 convalescent COVID-19 patients, 58 (98%) remained seropositive for anti-nucleocapsid IgG at the four-month follow-up. In contrast to anti-spike IgG, only 80% (342/430) of previously anti-nucleocapsid IgG positive HCW remained anti-nucleocapsid IgG positive at four-month follow-up. Still, the four-month follow-up levels were significantly lower in HCW (8584 MFI [AU] (IQR 4396–12693)) than in convalescent COVID-19 patients (14966 MFI [AU] (IQR 11744–16499); p = 2*10−13)) (Fig 2A). The four-month follow-up levels of anti-nucleocapsid IgG among HCW were, in line with follow-up levels of anti-spike IgG, associated with several self-reported symptoms prior to study inclusion (Fig 2B).
Fig 2

Four-month follow-up levels of anti-nucleocapsid IgG are associated to disease severity and to COVID-19 symptoms.

A) Four-month follow-up levels of anti-nucleocapsid IgG were significantly higher in convalescent patients compared to HCW. B) In addition, four-month follow-up levels were significantly increased in HCW with self-reported fever, ageusia, malaise, cough, anosmia, dyspnea, abdominal symptoms, or headache prior to study inclusion. Crossbars depict the median. P-values are shown with brackets. Sx; symptoms. AU: Arbitrary Units.

Four-month follow-up levels of anti-nucleocapsid IgG are associated to disease severity and to COVID-19 symptoms.

A) Four-month follow-up levels of anti-nucleocapsid IgG were significantly higher in convalescent patients compared to HCW. B) In addition, four-month follow-up levels were significantly increased in HCW with self-reported fever, ageusia, malaise, cough, anosmia, dyspnea, abdominal symptoms, or headache prior to study inclusion. Crossbars depict the median. P-values are shown with brackets. Sx; symptoms. AU: Arbitrary Units.

SARS-CoV-2 neutralizing antibodies

Using a microneutralization assay, SARS-CoV-2 neutralizing potential was determined in all 425 individuals who were anti-spike IgG positive both at inclusion and at four-month follow-up (366 HCW and 59 convalescent COVID-19 patients) and in a subgroup of anti-spike IgG negative individuals at four-month follow-up (197 HCW). Neutralizing potential was confirmed in 94% (401 of 425) of anti-spike IgG positive samples and in none of the anti-spike IgG negative samples (Fig 3A). Anti-spike IgG antibodies were observed at a wide range of levels, and also samples with low levels were capable of virus neutralization (Fig 3A). Interestingly, virus neutralization capacity in HCW who were anti-spike IgG positive both at study inclusion and follow-up was found to be associated with COVID-19 symptoms prior to study inclusion, with an almost ten-fold probability (OR = 9.8 (95% CI 3.8–26)) of virus neutralization capacity if symptomatic compared to asymptomatic (Fig 3B). As expected, no virus neutralization potential was found in any samples with anti-nucleocapsid IgG alone (Fig 3C). The marked association of virus neutralization with anti-spike IgG, and the lack thereof with anti-nucleocapsid IgG, was confirmed using a multivariable logistic regression model accounting for the interaction of the IgGs (pseudo-R2 = 0.95; OR0-5000 AU (CI): anti-spike = 521 (45–12000), anti-nucleocapsid = 5.9 (0.62–35)).
Fig 3

Virus neutralization was confirmed in the vast majority of anti-spike IgG positive samples, and associated to COVID-19 symptoms.

A) Four-month follow-up anti-spike IgG levels in HCW or convalescent COVID-19 patients who were anti-spike IgG positive at study inclusion were significantly higher in serum from individuals with SARS-CoV-2 neutralizing potential compared to non-neutralizing samples. Purple: Anti-spike IgG positive individuals at four-month follow-up. Grey: Anti-spike IgG negative individuals at four-month follow-up. B) SARS-CoV-2 neutralizing potential of HCW who were anti-spike IgG positive at both study inclusion and follow-up was significantly associated with COVID-19 symptoms prior to study inclusion, shown with odds ratios of neutralization potential for individually self-reported symptoms C) Neutralization potential was not found in samples with high levels of anti-nucleocapsid IgG alone. Green: SARS-CoV-2 neutralizing potential. Brown: No SARS-CoV-2 neutralizing potential. Circles (panel A and C): HCW. Triangles: Convalescent COVID-19 patients. AU: Arbitrary Units. CI: Confidence Interval.

Virus neutralization was confirmed in the vast majority of anti-spike IgG positive samples, and associated to COVID-19 symptoms.

A) Four-month follow-up anti-spike IgG levels in HCW or convalescent COVID-19 patients who were anti-spike IgG positive at study inclusion were significantly higher in serum from individuals with SARS-CoV-2 neutralizing potential compared to non-neutralizing samples. Purple: Anti-spike IgG positive individuals at four-month follow-up. Grey: Anti-spike IgG negative individuals at four-month follow-up. B) SARS-CoV-2 neutralizing potential of HCW who were anti-spike IgG positive at both study inclusion and follow-up was significantly associated with COVID-19 symptoms prior to study inclusion, shown with odds ratios of neutralization potential for individually self-reported symptoms C) Neutralization potential was not found in samples with high levels of anti-nucleocapsid IgG alone. Green: SARS-CoV-2 neutralizing potential. Brown: No SARS-CoV-2 neutralizing potential. Circles (panel A and C): HCW. Triangles: Convalescent COVID-19 patients. AU: Arbitrary Units. CI: Confidence Interval.

Seroconversion during the study period

Among HCW who were anti-spike IgG negative (n = 1584) or anti-nucleocapsid IgG negative (n = 1535) at study inclusion, 8% (134/1584) developed anti-spike IgG, and 7% (113/1535) developed anti-nucleocapsid IgG, respectively, during the four-month follow-up period. Seroconversion was associated with lower age for both antigens (mean (SD) years: anti-spike IgG: seroconversion = 42 (11), seronegative = 44 (12), p = 0.01; anti-nucleocapsid IgG: seroconversion = 41 (11), seronegative = 44 (12), p = 0.003), but not with sex (anti-spike IgG: ORmale = 0.98 (0.58–1.6), p = 1; anti-nucleocapsid IgG: ORmale = 1.2 (0.72–2), p = 0.4). Similar to seroconversion prior to study inclusion [20], seroconversion during the four-month follow-up was for both antigens associated with symptoms compatible with COVID-19 (Fig 4).
Fig 4

Seroconversion was associated with prior COVID-19 symptoms.

Seroconversion to anti-spike IgG (green) and anti-nucleocapsid IgG (brown) prior to study inclusion (circles) and during the follow-up period (triangles) was associated with self-reported anosmia, ageusia, fever, muscle or joint pain, presence of any symptoms, malaise, cough, headache, abdominal symptoms, dyspnea, or runny nose. CI: Confidence Interval.

Seroconversion was associated with prior COVID-19 symptoms.

Seroconversion to anti-spike IgG (green) and anti-nucleocapsid IgG (brown) prior to study inclusion (circles) and during the follow-up period (triangles) was associated with self-reported anosmia, ageusia, fever, muscle or joint pain, presence of any symptoms, malaise, cough, headache, abdominal symptoms, dyspnea, or runny nose. CI: Confidence Interval.

Discussion

Understanding the long-term humoral response including virus neutralization capacity in asymptomatic to mild SARS-CoV-2 infections is key in estimating the immunity on a population basis, potential risk of reinfection and vaccine responses. In this longitudinal study including a large group of individuals with a wide range of COVID-19 symptoms, we show that the vast majority remain seropositive for SARS-CoV-2 anti-spike IgG at least four months post infection. We furthermore corroborate prior findings of strong concordance between SARS-CoV-2 anti-spike IgG and virus neutralization capacity, supporting a long-lasting and durable immunity after COVID-19 infection also in individuals with no or mild symptoms. Anti-nucleocapsid IgG, however, declined in individuals with asymptomatic to mild COVID-19 disease, implying that this antigen may not be a useful target in long-term serological population studies. Our findings of a durable IgG response are consistent with recent studies showing stable antibody levels for up to 2–6 months [16-19]. Several other studies, however, report a rapid decline in circulating SARS-CoV-2 antibodies [10-12], especially after mild disease [13-15]. Since the onset of the COVID-19 pandemic a plethora of serological assays have emerged, using different methods such as ELISA, CLIA, lateral flow and multiplex systems [23]. Although the discrepancies regarding the longevity of SARS-CoV-2 antibodies may well stem from variations in sensitivity and specificity of these assays, the target antigen of choice is a likely contributing factor. Notably, many of the widely used commercially available serological assays target the SARS-CoV-2 nucleocapsid antigen or linear peptides of the protein [23, 24]. Early investigations [25, 26] presented results indicating that detection of antibodies against the nucleocapsid protein render more sensitive analyses than detection of antibodies against the spike protein, and several assays targeting the nucleocapsid protein have been validated to high sensitivities and specificities [23]. These validations were, however, conducted on samples taken acutely or shortly after infection where the nucleocapsid protein has shown to provide high sensitivity [22]. The different patterns of anti-spike IgG and anti-nucleocapsid IgG responses during the acute and convalescent phase in this study imposes questions regarding accuracy of these assays over time and emphasizes the importance of careful antigen selection. Our findings imply that serology assays aiming at assessing long-term immunity should be based on the spike protein rather than on the nucleocapsid protein. It is well documented that SARS-CoV-2 antibody levels correlate to COVID-19 disease severity [10, 13, 27, 28]. Duration and levels of both anti-spike IgG and anti-nucleocapsid IgG at four-month follow-up were higher in convalescent COVID-19 patients, suffering severe to critical COVID-19, than in seropositive HCW with no or mild symptoms, supporting an association to disease severity. In addition, both IgG levels and virus neutralizing potential were associated with self-reported symptoms compatible with COVID-19 infection prior to study inclusion in the HCW group. However, the HCW group was both younger and presumably healthier than the convalescent COVID-19 patient group. The HCW group furthermore comprised 85% women, whereas the convalescent COVID-19 patient group comprised only 31% women, hampering comparisons between the groups. A portion of HCW that were seronegative at inclusion seroconverted during the four-month follow-up. In line with data presented from April/May 2020 [20], we now further corroborate associations between seroconversion and certain COVID-19 symptoms. As shown in April/May, the strongest associations remained to anosmia and ageusia, emphasizing that these symptoms should be included in routine screening guidance. Although this study is strengthened by the large sample size and the longitudinal design with close to complete follow-up, there are certain limitations worth noting. Study inclusion took place simultaneously for HCW and hospitalized COVID-19 patients, regardless of whether and when HCW had symptoms compatible with COVID-19. A relatively large portion of seropositive HCW furthermore reported to have had no symptoms. Although the time window of infection is quite narrow in this group, considering that study inclusion started early in the Swedish pandemic, the precise time of infection remains uncertain. A direct comparison of antibody levels between HCW and hospitalized COVID-19 patients at study inclusion was therefore not appropriate. However, the levels and efficacy of neutralizing antibodies at follow-up, which was within 4–5 months post infection in both the patient and HCW groups, are more indicative of a persistent measurable humoral immunity than the dynamics between initial sampling and follow-up. Taken together, our findings imply a strong and long-lasting humoral immune response against SARS-CoV-2, even after asymptomatic or mild infection. We furthermore reveal different patterns of acute and convalescent anti-spike IgG and anti-nucleocapsid IgG responses, and show that anti-spike IgG remain detectable in 96% of individuals while anti-nucleocapsid IgG declined to undetectable levels in 20% of the study group with mild infection. These findings have high relevance in gaining understanding of long-term humoral immunity after SARS-CoV-2 infection, and provide important insights towards public health planning, potential risk of reinfection and evaluation of long-term vaccine responses.

Methods

Study population

The longitudinal COMMUNITY study (COVID-19 Biomarker and Immunity study, dnr 2020–01653) is conducted at Danderyd Hospital, Stockholm, Sweden. The study population and hospital setting are described elsewhere [20]. A total of 2149 HCW and 118 hospitalized COVID-19 patients were included at baseline [20]. COVID-19 patients were diagnosed by reverse-transcriptase PCR viral detection of oropharyngeal or nasopharyngeal swabs, and the only exclusion criterium was age <18 years. PCR viral detection was not available for HCW, regardless of symptoms, prior to study inclusion. HCW were eligible to participate in the study irrespective of whether they had had symptoms since the COVID-19 outbreak onset or not. All study participants (HCW and convalescent COVID-19 patients) were invited for a follow-up visit between August 25th and September 17th, 2020. 91% (1969/2149) of HCW and 50% (59/118) of convalescent COVID-19 patients came for the follow-up. HCW not hospitalized due to COVID-19 before study inclusion (n = 1965) were included in this study. Convalescent COVID-19 patients who did not come for the follow-up were either diseased (n = 14) or did not answer on repeated invitations (n = 45). Demographic data was obtained from medical journals. A questionnaire was completed by all HCW prior to each blood sampling, comprising demographics (age and sex), self-reported predefined symptoms compatible with COVID-19 (fever, headache, anosmia, ageusia, cough, malaise, common cold, abdominal pain, sore throat, shortness of breath, joint/muscle pain) prior to blood sampling, occupation, work location and self-reported exposure to patients or household members with confirmed COVID-19 infection. 100% of HCW completed the follow-up questionnaire. The study was approved by the Swedish Ethical Review Authority (dnr 2020–01653), and written informed consent was obtained from all health care workers. Due to risk of contagion, written informed consent was not obtained from the patients, and oral informed consent was obtained instead, or in the case of incapacity, from their next of kin. The Swedish Ethical Review Authority approved use of oral consent and the oral consent was documented in the patient’s medical record and in a separate file kept with the responsible researcher. All methods were carried out in accordance with relevant guidelines and regulations.

Serological analyses of antibodies

Venous blood samples were obtained at study inclusion and at the four-month follow-up. At study inclusion, plasma samples were prepared from whole blood following centrifugation for 20 min at 2000 g at room temperature and stored at −80°C until further analyses. At the four-month follow-up, serum samples were prepared by centrifugation at 2000g for 10 minutes in room temperature and stored at -80°C for further analyses. Serological analyses were performed as earlier described [29]. Briefly, a multiplex antigen bead array was used in high throughput 384-plates format using the FlexMap3D (Luminex Corp). IgG reactivity was measured towards spike trimers comprising the prefusion-stabilized spike glycoprotein ectodomain (in-house produced, expressed in HEK and purified using a C-terminal Strep II tag) and the C-terminal domain of the nucleocapsid protein (in-house produced, expressed in Escherichia coli and purified using a 427 C-terminal His-tag). The threshold for seropositive response for each protein was determined by the mean level plus six times the standard deviation from twelve negative controls analysed in each assay.

Microneutralization assay

Microneutralization assay was performed as earlier described [30]. Briefly, serum was heat inactivated and 10-fold diluted in duplicate. Each dilution was mixed with tissue culture of SARS-CoV-2 and incubated. The cells were inspected for signs of cytopathogenic effect (CPE) by optical microscopy after four days. If <50% of the cell layer showed signs of CPE the well was scored as neutralizing.

Statistical analyses

Antibody levels were compared using the Wilcoxon rank-sum test, and are presented as medians, interquartile ranges (IQR), and p-values. Age was compared using Student’s t-test, and is presented as mean, standard deviation (SD), and p-value. Associations of categorical variables, e.g. serostatus, antibody persistence, symptoms, and sex, were examined using Fisher’s exact test, and are presented as proportion, odds ratio (OR), and confidence interval (CI). To assess the individual influence of anti-spike IgG levels and anti-nucleocapsid IgG levels on virus neutralization, these data were fitted in a logistic regression model specified as where the product term was used to control for the interaction of anti-spike and anti-nucleocapsid IgGs. Model fit was estimated using the Cragg-Uhler pseudo-R2, and odds ratios for an increase in MFI from 0 to 5000 AU were calculated using the estimated model coefficients as e. Statistics and data visualization were performed in R [31] using packages tidyverse, rlang, pander, knitr, scales, ggsignif, ggbeeswarm, exact2x2, egg, cowplot, jtools, and oddsratio. 2 Nov 2021 PONE-D-21-27419SARS-CoV-2 induces a durable and antigen specific humoral immunity after asymptomatic to mild COVID-19 infectionPLOS ONE Dear Dr. Thålin, Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.Please make rebuttal to the reviewers. Please submit your revised manuscript by Dec 17 2021 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. 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Please also provide contact information for a data access committee, ethics committee, or other institutional body to which data requests may be sent. b) If there are no restrictions, please upload the minimal anonymized data set necessary to replicate your study findings as either Supporting Information files or to a stable, public repository and provide us with the relevant URLs, DOIs, or accession numbers. For a list of acceptable repositories, please see http://journals.plos.org/plosone/s/data-availability#loc-recommended-repositories. We will update your Data Availability statement on your behalf to reflect the information you provide. Reviewers' comments: Reviewer's Responses to Questions Comments to the Author 1. Is the manuscript technically sound, and do the data support the conclusions? The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. Reviewer #1: Partly Reviewer #2: Yes ********** 2. Has the statistical analysis been performed appropriately and rigorously? Reviewer #1: Yes Reviewer #2: I Don't Know ********** 3. Have the authors made all data underlying the findings in their manuscript fully available? The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified. Reviewer #1: No Reviewer #2: Yes ********** 4. Is the manuscript presented in an intelligible fashion and written in standard English? PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here. Reviewer #1: Yes Reviewer #2: Yes ********** 5. Review Comments to the Author Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters) Reviewer #1: The authors previously published a similar study cited in reference 20 in September of 2020 showing health care workers (HCW) have a higher risk of contracting COVID-19. Here these authors essentially repeated the same serological assays and concluded quickly that this is a 4-month follow-up study to show anti-spike antibody titers were sustainable whereas anti-NP antibody titers were not. I think the conclusion was very limited in the sense that this type of study reflected a research attitude of " salami slicing" which means that an tactic is used to provide fragmented data with a trade-off between quality and quantity of the researches. One may wonder that given the time frame now it has been more than one year since their previous report (ref 20) why these authors now report a follow-up study of only 4 months? In addition, the conclusion brings in little new insight since nowadays more important question is to address cross-protection of antibody toward new emerging strains of virus of concern, such as delta variant and other questions alike. Reviewer #2: The authors describe the serological responses to asymptomatic SARS-CoV-2 infection, indicating that, similar to symptomatic infection, antibodies against the S glycoprotein, including those with neutralising potential, remain at higher levels longer than antibodies against the nucleoprotein. Furthermore, the magnitude of antibody responses appeared to be lower in asymptomatic infection compared to symptomatic infection. The objectives of the study are clearly described, the work is thorough, and the data are well well-described and support the conclusions drawn. Whilst these findings are not entirely novel, they do increase understanding of humoral responses in mild/asymptomatic infection. The authors do well to highlight that the asymptomatic and symptomatic cohorts differ widely, and so no direct comparisons can be made. I like this study in its present form and have only a few minor suggestions. 1 – In the introduction, ‘Cross-sectional clinical, demographic and serological data of the HCW at study inclusion has been presented elsewhere [20]’. Would a brief description be appropriate here? 2 – in results, figure 3 – could the assay cut-offs be added to graphs to clearly depict positivity/negativity? One anti-S negative (orange) appears to have a higher anti-S IgG read out than some of the anti-S positives. 4 – The symbols and colours use in the figures could possibly be improved to make the data more accessible. ********** 6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files. If you choose “no”, your identity will remain anonymous but your review may still be made public. Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy. Reviewer #1: No Reviewer #2: No While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step. 26 Nov 2021 Reviewer #1: The authors previously published a similar study cited in reference 20 in September of 2020 showing health care workers (HCW) have a higher risk of contracting COVID-19. Here these authors essentially repeated the same serological assays and concluded quickly that this is a 4-month follow-up study to show anti-spike antibody titers were sustainable whereas anti-NP antibody titers were not. I think the conclusion was very limited in the sense that this type of study reflected a research attitude of " salami slicing" which means that an tactic is used to provide fragmented data with a trade-off between quality and quantity of the researches. One may wonder that given the time frame now it has been more than one year since their previous report (ref 20) why these authors now report a follow-up study of only 4 months? In addition, the conclusion brings in little new insight since nowadays more important question is to address cross-protection of antibody toward new emerging strains of virus of concern, such as delta variant and other questions alike. We acknowledge that the results in the manuscripts are sub-analyses of a large study, and results have been published at several follow-ups (PMID: 34459525, PMID: 34391088, PMID: 33825846, PMID: 33033249). However, the data set is large and there are many aspects and findings worth reporting. Although the current manuscript was drafted several months ago, delays have prevented us from publishing until now. Nevertheless, we strongly believe the results are still very relevant considering the global spread of the virus. Published data constitute parts of the whole puzzle, and also data which corroborate findings form other studies are crucial. Furthermore, this manuscript focuses on the association between specific symptoms and disease severity, which is not within the scope of our other publications. The study period in this manuscript is also during a time with very limited spread in Sweden, reducing the effect of possible re-exposure on the association of antibody persistence and acute symptomatology. We also focus on the persistence of different specificities of anti-SARS-CoV-2 IgG in connection to symptoms and neutralization capacity, which has not been the focus at other follow-ups. We therefore believe that the data presented in this manuscript enhances and builds on data already published on this cohort, rather than corroborating already published findings. Reviewer #2: The authors describe the serological responses to asymptomatic SARS-CoV-2 infection, indicating that, similar to symptomatic infection, antibodies against the S glycoprotein, including those with neutralising potential, remain at higher levels longer than antibodies against the nucleoprotein. Furthermore, the magnitude of antibody responses appeared to be lower in asymptomatic infection compared to symptomatic infection. The objectives of the study are clearly described, the work is thorough, and the data are well well-described and support the conclusions drawn. Whilst these findings are not entirely novel, they do increase understanding of humoral responses in mild/asymptomatic infection. The authors do well to highlight that the asymptomatic and symptomatic cohorts differ widely, and so no direct comparisons can be made. I like this study in its present form and have only a few minor suggestions. 1 – In the introduction, ‘Cross-sectional clinical, demographic and serological data of the HCW at study inclusion has been presented elsewhere [20]’. Would a brief description be appropriate here? Thank you for this valuable suggestion. We have added a brief description there. 2 – in results, figure 3 – could the assay cut-offs be added to graphs to clearly depict positivity/negativity? One anti-S negative (orange) appears to have a higher anti-S IgG read out than some of the anti-S positives. This is an important point. As described in the Methods, the cutoff is calculated as mean + 6sd of the negative controls on a per-assay-plate basis. This is done to minimize the effect of any inter-assay variations. Therefore, the cut-off will vary slightly between assay plates, and is not readily visualized as one single line. In our opinion, adding several cut-off lines in the plot would reduce rather than increase clarity. 4 – The symbols and colours use in the figures could possibly be improved to make the data more accessible. We have improved the colors and shapes to improve readability and accessibility. Submitted filename: Response to Reviewers.docx Click here for additional data file. 17 Dec 2021 SARS-CoV-2 induces a durable and antigen specific humoral immunity after asymptomatic to mild COVID-19 infection PONE-D-21-27419R1 Dear Dr. Thålin, We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements. Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication. An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at http://www.editorialmanager.com/pone/, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at authorbilling@plos.org. If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact onepress@plos.org. Kind regards, Etsuro Ito Academic Editor PLOS ONE 23 Dec 2021 PONE-D-21-27419R1 SARS-CoV-2 induces a durable and antigen specific humoral immunity after asymptomatic to mild COVID-19 infection Dear Dr. Thålin: I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department. If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org. If we can help with anything else, please email us at plosone@plos.org. Thank you for submitting your work to PLOS ONE and supporting open access. Kind regards, PLOS ONE Editorial Office Staff on behalf of Prof. Etsuro Ito Academic Editor PLOS ONE
  27 in total

1.  Presumed Asymptomatic Carrier Transmission of COVID-19.

Authors:  Yan Bai; Lingsheng Yao; Tao Wei; Fei Tian; Dong-Yan Jin; Lijuan Chen; Meiyun Wang
Journal:  JAMA       Date:  2020-04-14       Impact factor: 56.272

2.  Change in Antibodies to SARS-CoV-2 Over 60 Days Among Health Care Personnel in Nashville, Tennessee.

Authors:  Manish M Patel; Natalie J Thornburg; William B Stubblefield; H Keipp Talbot; Melissa M Coughlin; Leora R Feldstein; Wesley H Self
Journal:  JAMA       Date:  2020-11-03       Impact factor: 56.272

3.  Vaccine efficacy in senescent mice challenged with recombinant SARS-CoV bearing epidemic and zoonotic spike variants.

Authors:  Damon Deming; Timothy Sheahan; Mark Heise; Boyd Yount; Nancy Davis; Amy Sims; Mehul Suthar; Jack Harkema; Alan Whitmore; Raymond Pickles; Ande West; Eric Donaldson; Kristopher Curtis; Robert Johnston; Ralph Baric
Journal:  PLoS Med       Date:  2006-12       Impact factor: 11.069

4.  Antibody tests for identification of current and past infection with SARS-CoV-2.

Authors:  Jonathan J Deeks; Jacqueline Dinnes; Yemisi Takwoingi; Clare Davenport; René Spijker; Sian Taylor-Phillips; Ada Adriano; Sophie Beese; Janine Dretzke; Lavinia Ferrante di Ruffano; Isobel M Harris; Malcolm J Price; Sabine Dittrich; Devy Emperador; Lotty Hooft; Mariska Mg Leeflang; Ann Van den Bruel
Journal:  Cochrane Database Syst Rev       Date:  2020-06-25

5.  Sensitivity in Detection of Antibodies to Nucleocapsid and Spike Proteins of Severe Acute Respiratory Syndrome Coronavirus 2 in Patients With Coronavirus Disease 2019.

Authors:  Peter D Burbelo; Francis X Riedo; Chihiro Morishima; Stephen Rawlings; Davey Smith; Sanchita Das; Jeffrey R Strich; Daniel S Chertow; Richard T Davey; Jeffrey I Cohen
Journal:  J Infect Dis       Date:  2020-06-29       Impact factor: 5.226

6.  Antibody response of patients with severe acute respiratory syndrome (SARS) targets the viral nucleocapsid.

Authors:  Danny Tze Ming Leung; Frankie Chi Hang Tam; Chun Hung Ma; Paul Kay Sheung Chan; Jo Lai Ken Cheung; Haitao Niu; John Siu Lun Tam; Pak Leong Lim
Journal:  J Infect Dis       Date:  2004-06-16       Impact factor: 5.226

7.  Presymptomatic Transmission of SARS-CoV-2 - Singapore, January 23-March 16, 2020.

Authors:  Wycliffe E Wei; Zongbin Li; Calvin J Chiew; Sarah E Yong; Matthias P Toh; Vernon J Lee
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2020-04-10       Impact factor: 17.586

8.  Severe Acute Respiratory Syndrome Coronavirus 2-Specific Antibody Responses in Coronavirus Disease Patients.

Authors:  Nisreen M A Okba; Marcel A Müller; Wentao Li; Chunyan Wang; Corine H GeurtsvanKessel; Victor M Corman; Mart M Lamers; Reina S Sikkema; Erwin de Bruin; Felicity D Chandler; Yazdan Yazdanpanah; Quentin Le Hingrat; Diane Descamps; Nadhira Houhou-Fidouh; Chantal B E M Reusken; Berend-Jan Bosch; Christian Drosten; Marion P G Koopmans; Bart L Haagmans
Journal:  Emerg Infect Dis       Date:  2020-06-21       Impact factor: 6.883

9.  Humoral Immune Response to SARS-CoV-2 in Iceland.

Authors:  Daniel F Gudbjartsson; Gudmundur L Norddahl; Pall Melsted; Kristbjorg Gunnarsdottir; Hilma Holm; Elias Eythorsson; Asgeir O Arnthorsson; Dadi Helgason; Kristbjorg Bjarnadottir; Ragnar F Ingvarsson; Brynja Thorsteinsdottir; Steinunn Kristjansdottir; Kolbrun Birgisdottir; Anna M Kristinsdottir; Martin I Sigurdsson; Gudny A Arnadottir; Erna V Ivarsdottir; Margret Andresdottir; Frosti Jonsson; Arna B Agustsdottir; Jonas Berglund; Berglind Eiriksdottir; Run Fridriksdottir; Elisabet E Gardarsdottir; Magnus Gottfredsson; Olafia S Gretarsdottir; Steinunn Gudmundsdottir; Kjartan R Gudmundsson; Thora R Gunnarsdottir; Arnaldur Gylfason; Agnar Helgason; Brynjar O Jensson; Aslaug Jonasdottir; Hakon Jonsson; Thordur Kristjansson; Karl G Kristinsson; Droplaug N Magnusdottir; Olafur T Magnusson; Lovisa B Olafsdottir; Solvi Rognvaldsson; Louise le Roux; Gudrun Sigmundsdottir; Asgeir Sigurdsson; Gardar Sveinbjornsson; Kristin E Sveinsdottir; Maney Sveinsdottir; Emil A Thorarensen; Bjarni Thorbjornsson; Marianna Thordardottir; Jona Saemundsdottir; S Hjortur Kristjansson; Kamilla S Josefsdottir; Gisli Masson; Gudmundur Georgsson; Mar Kristjansson; Alma Moller; Runolfur Palsson; Thorolfur Gudnason; Unnur Thorsteinsdottir; Ingileif Jonsdottir; Patrick Sulem; Kari Stefansson
Journal:  N Engl J Med       Date:  2020-09-01       Impact factor: 91.245

10.  Robust neutralizing antibodies to SARS-CoV-2 infection persist for months.

Authors:  Ania Wajnberg; Fatima Amanat; Adolfo Firpo; Deena R Altman; Mark J Bailey; Mayce Mansour; Meagan McMahon; Philip Meade; Damodara Rao Mendu; Kimberly Muellers; Daniel Stadlbauer; Kimberly Stone; Shirin Strohmeier; Viviana Simon; Judith Aberg; David L Reich; Florian Krammer; Carlos Cordon-Cardo
Journal:  Science       Date:  2020-10-28       Impact factor: 47.728

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  11 in total

1.  Prevalence and predictors of anti-SARS-CoV-2 serology in a highly vulnerable population of Rio de Janeiro: A population-based serosurvey.

Authors:  Lara E Coelho; Paula M Luz; Débora C Pires; Emilia M Jalil; Hugo Perazzo; Thiago S Torres; Sandra W Cardoso; Eduardo M Peixoto; Sandro Nazer; Eduardo Massad; Mariângela F Silveira; Fernando C Barros; Ana T R Vasconcelos; Carlos A M Costa; Rodrigo T Amancio; Daniel A M Villela; Tiago Pereira; Guilherme T Goedert; Cleber V B D Santos; Nadia C P Rodrigues; Beatriz Grinsztejn; Valdilea G Veloso; Claudio J Struchiner
Journal:  Lancet Reg Health Am       Date:  2022-07-30

2.  Characteristics and Prognosis of Antibody Non-responders With Coronavirus Disease 2019.

Authors:  Junyu Ding; Changxin Liu; Zhao Wang; Hua Guo; Kan Zhang; Lin Ma; Bo Wang; Huijun Zhao; Manya Song; Xizhou Guan
Journal:  Front Med (Lausanne)       Date:  2022-06-20

3.  The prevalence of adaptive immunity to COVID-19 and reinfection after recovery - a comprehensive systematic review and meta-analysis.

Authors:  Tawanda Chivese; Joshua T Matizanadzo; Omran A H Musa; George Hindy; Luis Furuya-Kanamori; Nazmul Islam; Rafal Al-Shebly; Rana Shalaby; Mohammad Habibullah; Talal A Al-Marwani; Rizeq F Hourani; Ahmed D Nawaz; Mohammad Z Haider; Mohamed M Emara; Farhan Cyprian; Suhail A R Doi
Journal:  Pathog Glob Health       Date:  2022-01-31       Impact factor: 3.735

4.  Prolonged Protective Immunity Induced by Mild SARS-CoV-2 Infection of K18-hACE2 Mice.

Authors:  Liat Bar-On; Moshe Aftalion; Efi Makdasi; David Gur; Ron Alcalay; Hila Cohen; Adi Beth-Din; Ronit Rosenfeld; Hagit Achdout; Erez Bar-Haim; Reut Falach; Theodor Chitlaru; Ofer Cohen
Journal:  Vaccines (Basel)       Date:  2022-04-14

5.  Persisting Salivary IgG Against SARS-CoV-2 at 9 Months After Mild COVID-19: A Complementary Approach to Population Surveys.

Authors:  Hassan Alkharaan; Shaghayegh Bayati; Cecilia Hellström; Soo Aleman; Annika Olsson; Karin Lindahl; Gordana Bogdanovic; Katie Healy; Georgios Tsilingaridis; Patricia De Palma; Sophia Hober; Anna Månberg; Peter Nilsson; Elisa Pin; Margaret Sällberg Chen
Journal:  J Infect Dis       Date:  2021-08-02       Impact factor: 7.759

6.  Long-term SARS-CoV-2-specific and cross-reactive cellular immune responses correlate with humoral responses, disease severity, and symptomatology.

Authors:  Ida Laurén; Sebastian Havervall; Henry Ng; Martin Lord; Aleksandra Pettke; Nina Greilert-Norin; Lena Gabrielsson; Aikaterini Chourlia; Catarina Amoêdo-Leite; Vijay S Josyula; Mohamed Eltahir; Iliana Kerzeli; August J Falk; Jonathan Hober; Wanda Christ; Anna Wiberg; My Hedhammar; Hanna Tegel; Joachim Burman; Feifei Xu; Elisa Pin; Anna Månberg; Jonas Klingström; Gustaf Christoffersson; Sophia Hober; Peter Nilsson; Mia Philipson; Pierre Dönnes; Robin Lindsay; Charlotte Thålin; Sara Mangsbo
Journal:  Immun Inflamm Dis       Date:  2022-04

7.  SARS-CoV-2 antibody persistence after five and twelve months: A cohort study from South-Eastern Norway.

Authors:  Marjut Sarjomaa; Lien My Diep; Chi Zhang; Yngvar Tveten; Harald Reiso; Carina Thilesen; Svein Arne Nordbø; Kristine Karlsrud Berg; Ingeborg Aaberge; Neil Pearce; Hege Kersten; Jan Paul Vandenbroucke; Randi Eikeland; Anne Kristin Møller Fell
Journal:  PLoS One       Date:  2022-08-10       Impact factor: 3.752

Review 8.  Role of the humoral immune response during COVID-19: guilty or not guilty?

Authors:  Melyssa Yaugel-Novoa; Thomas Bourlet; Stéphane Paul
Journal:  Mucosal Immunol       Date:  2022-10-04       Impact factor: 8.701

9.  Neutralizing Antibody Responses Among Residents and Staff of Long-Term Care Facilities in the State of New Jersey During the First Wave of the COVID-19 Pandemic.

Authors:  Stephen M Friedman; Jieliang Li; Pauline Thomas; Manisha Gurumurthy; Richard Siderits; Anna Nepomich; Edward Lifshitz
Journal:  J Community Health       Date:  2022-10-05

10.  Longitudinal Humoral and Cellular Immune Responses Following SARS-CoV-2 Vaccination in Patients with Myeloid and Lymphoid Neoplasms Compared to a Reference Cohort: Results of a Prospective Trial of the East German Study Group for Hematology and Oncology (OSHO).

Authors:  Sabrina Jotschke; Susann Schulze; Nadja Jaekel; Beatrice Ludwig-Kraus; Robby Engelmann; Frank Bernhard Kraus; Christina Zahn; Nicole Nedlitz; Gabriele Prange-Krex; Johannes Mohm; Bettina Peuser; Maik Schwarz; Claudia Spohn; Timo Behlendorf; Mascha Binder; Christian Junghanss; Sebastian Böttcher; Haifa Kathrin Al-Ali
Journal:  Cancers (Basel)       Date:  2022-03-17       Impact factor: 6.639

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