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Original Research| Volume 163, P16-25, March 2022

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Impaired seroconversion after SARS-CoV-2 mRNA vaccines in patients with solid tumours receiving anticancer treatment

  • Author Footnotes
    1 Equally contributed as first authors.
    Alessio Amatu
    Footnotes
    1 Equally contributed as first authors.
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
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  • Author Footnotes
    1 Equally contributed as first authors.
    Arianna Pani
    Footnotes
    1 Equally contributed as first authors.
    Affiliations
    SC Analisi Chimico Cliniche e Microbiologia, Dipartimento Medicina di Laboratorio, Grande Ospedale Metropolitano Niguarda, Milan, Italy

    Dipartimento di Oncologia Ed Emato-Oncologia, Università Degli Studi di Milano (La Statale), Milan, Italy
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  • Giorgio Patelli
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy

    Dipartimento di Oncologia Ed Emato-Oncologia, Università Degli Studi di Milano (La Statale), Milan, Italy
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  • Oscar M. Gagliardi
    Affiliations
    SC Analisi Chimico Cliniche e Microbiologia, Dipartimento Medicina di Laboratorio, Grande Ospedale Metropolitano Niguarda, Milan, Italy

    Dipartimento di Oncologia Ed Emato-Oncologia, Università Degli Studi di Milano (La Statale), Milan, Italy
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  • Marina Loparco
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy

    Dipartimento di Oncologia Ed Emato-Oncologia, Università Degli Studi di Milano (La Statale), Milan, Italy
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  • Daniele Piscazzi
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy

    Dipartimento di Oncologia Ed Emato-Oncologia, Università Degli Studi di Milano (La Statale), Milan, Italy
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  • Andrea Cassingena
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
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  • Federica Tosi
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
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  • Silvia Ghezzi
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
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  • Daniela Campisi
    Affiliations
    SC Analisi Chimico Cliniche e Microbiologia, Dipartimento Medicina di Laboratorio, Grande Ospedale Metropolitano Niguarda, Milan, Italy
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  • Renata Grifantini
    Affiliations
    INGM, Istituto Nazionale Genetica Molecolare ‘Romeo Ed Enrica Invernizzi’, Milan, Italy
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  • Sergio Abrignani
    Affiliations
    INGM, Istituto Nazionale Genetica Molecolare ‘Romeo Ed Enrica Invernizzi’, Milan, Italy

    DISCCO, Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
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  • Salvatore Siena
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy

    Dipartimento di Oncologia Ed Emato-Oncologia, Università Degli Studi di Milano (La Statale), Milan, Italy
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  • Author Footnotes
    2 Equally contributed as senior authors.
    Francesco Scaglione
    Correspondence
    Corresponding author: Department of Chemical-Clinical and Microbiological Analyses, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore, 3, 20162, Milano, Italy.
    Footnotes
    2 Equally contributed as senior authors.
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy

    Dipartimento di Oncologia Ed Emato-Oncologia, Università Degli Studi di Milano (La Statale), Milan, Italy
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  • Author Footnotes
    2 Equally contributed as senior authors.
    Andrea Sartore-Bianchi
    Correspondence
    Corresponding author: Falck Division of Oncology, Department of Hematology, Oncology and Molecular Medicine, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore, 3, 20162 Milano, Italy.
    Footnotes
    2 Equally contributed as senior authors.
    Affiliations
    SC Oncologia Falck, Dipartimento di Ematologia, Oncologia e Medicina Molecolare, Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy

    Dipartimento di Oncologia Ed Emato-Oncologia, Università Degli Studi di Milano (La Statale), Milan, Italy
    Search for articles by this author
  • Author Footnotes
    1 Equally contributed as first authors.
    2 Equally contributed as senior authors.
Open AccessPublished:December 21, 2021DOI:https://doi.org/10.1016/j.ejca.2021.12.006

      Highlights

      • Cancer patients have high COVID-19 mortality and were prioritised for vaccination.
      • About 6% of cancer patients do not develop protective antibodies after vaccination.
      • Cancer in active treatment is the main factor impairing seroconversion.
      • Enhanced vaccination strategies warrant consideration in such a setting of care.

      Abstract

      Background

      Patients with solid tumours have high COVID-19 mortality. Limited and heterogeneous data are available regarding the immunogenicity of SARS-CoV-2 mRNA vaccines in this population.

      Methods and findings

      This is a prospective, single-centre cohort study aiming at evaluating seroconversion in terms of anti-spike antibodies in a population of patients with solid tumours undergoing cancer therapy within 2 months before the second vaccine dose, as compared with a cohort of controls. Subjects who were not SARS-CoV-2 naïve were excluded, and 171 patients were included in the final study population (150 vaccinated with BNT162b2, 87.7%; 21 with mRNA-1273, 12.3%) and compared with 2406 controls. The median follow-up time from the second dose of vaccination was 30 days (12–42; IQR: 26–34). Most patients had metastatic disease (138, 80.7%). Seroconversion rate was significantly lower in cancer patients than in controls (94.2% versus 99.8%, p < 0.001). At univariate logistic regression analysis, Odds ratio (OR) for seroconversion was also reduced in older individuals (>70 years). A multivariate logistic model confirmed cancer as the only significant variable in impairing seroconversion (OR 0.03, p < 0.001). In the cancer population, a multivariate analysis among clinical variables, including the type of cancer treatment, showed ECOG PS > 2 as the only one of impact (OR 0.07, p = 0.012).

      Conclusions

      There is a fraction of 6% of patients with solid tumours undergoing cancer treatment, mainly with poorer performance status, who fail to obtain seroconversion after SARS-CoV-2 mRNA vaccines. These patients should be considered for enhanced vaccination strategies and carefully monitored for SARS-CoV-2 infection during cancer treatment.

      Keywords

      1. Introduction

      The morbidity and mortality of coronavirus disease-19 (COVID-19) were found higher in cancer patients, not only as the result of older age and multiple comorbidities but also as an independent risk factor [
      • Tian Y.
      • Qiu X.
      • Wang C.
      • et al.
      Cancer associates with risk and severe events of COVID-19: a systematic review and meta-analysis.
      ,
      • Saini K.S.
      • Tagliamento M.
      • Lambertini M.
      • et al.
      Mortality in patients with cancer and coronavirus disease 2019: a systematic review and pooled analysis of 52 studies.
      ,
      • Pinato D.J.
      • Scotti L.
      • Gennari A.
      • et al.
      Determinants of enhanced vulnerability to coronavirus disease 2019 in UK patients with cancer: a European study.
      ]. Considering those patients receiving anticancer treatment, only cytotoxic chemotherapy (ChT) appeared to increase the risk of death for severe COVID-19, while no safety concerns emerged for checkpoint inhibitor immunotherapy (IOT), targeted therapy (TT) or radiotherapy [
      • Yekedüz E.
      • Utkan G.
      • Ürün Y.
      A systematic review and meta-analysis: the effect of active cancer treatment on severity of COVID-19.
      ]. An explanation might rely on ChT-induced immunosuppression, albeit discordant results were found regarding seroconversion after SARS-CoV-2 exposure in cancer patients treated with ChT [
      • Thakkar A.
      • Pradhan K.
      • Jindal S.
      • et al.
      Patterns of seroconversion for SARS-CoV-2 IgG in patients with malignant disease and association with anticancer therapy.
      ,
      Patients with cancer seroconvert typically after SARS-CoV-2 infection.
      ,
      • Marra A.
      • Generali D.
      • Zagami P.
      • et al.
      Seroconversion in patients with cancer and oncology health care workers infected by SARS-CoV-2.
      ].
      As no definitive cure has been established for COVID-19, disease prevention is the most effective way to contain new cases, and major medical societies fostered priority mass vaccination in this high-risk population [
      • Curigliano G.
      • Banerjee S.
      • Cervantes A.
      • et al.
      Managing cancer patients during the COVID-19 pandemic: an ESMO multidisciplinary expert consensus.
      ,
      ,
      • Tougeron D.
      • Hentzien M.
      • Seitz-Polski B.
      • et al.
      Severe acute respiratory syndrome coronavirus 2 vaccination for patients with solid cancer: review and point of view of a French oncology intergroup (GCO, TNCD, UNICANCER).
      ,
      • Corti C.
      • Crimini E.
      • Tarantino P.
      • et al.
      SARS-CoV-2 vaccines for cancer patients: a call to action.
      ]. As the spike-protein (S) retains a pivotal role in viral infection and pathogenesis of COVID-19, novel messenger ribonucleic acid (mRNA) vaccines (BNT162b2 by Pfizer/BioNTech and mRNA-1273 by Moderna) were found able to induce adequate anti-S response in healthy patients, obtaining more than 90% efficacy in preventing a severe course of COVID-19 [
      • Baden L.R.
      • El Sahly H.M.
      • Essink B.
      • et al.
      Efficacy and safety of the mRNA-1273 SARS-CoV-2 vaccine.
      ,
      • Polack F.P.
      • Thomas S.J.
      • Kitchin N.
      • et al.
      Safety and efficacy of the BNT162b2 mRNA Covid-19 vaccine.
      ]. Despite these promising results, cancer patients were mostly excluded from clinical trials, and their ability of seroconversion is now the main issue of a growing number of studies [
      • Goshen-Lago T.
      • Waldhorn I.
      • Holland R.
      • et al.
      Serologic status and toxic effects of the SARS-CoV-2 BNT162b2 vaccine in patients undergoing treatment for cancer.
      ,
      • Massarweh A.
      • Eliakim-Raz N.
      • Stemmer A.
      • et al.
      Evaluation of seropositivity following BNT162b2 messenger RNA vaccination for SARS-CoV-2 in patients undergoing treatment for cancer.
      ,
      • Monin L.
      • Laing A.G.
      • Muñoz-Ruiz M.
      • et al.
      Safety and immunogenicity of one versus two doses of the COVID-19 vaccine BNT162b2 for patients with cancer: interim analysis of a prospective observational study.
      ,
      • Thakkar A.
      • Gonzalez-Lugo J.D.
      • Goradia N.
      • et al.
      Seroconversion rates following COVID-19 vaccination among patients with cancer.
      ,
      • van der Veldt A.A.M.
      • Oosting S.F.
      • Dingemans A.M.C.
      • et al.
      COVID-19 vaccination: the VOICE for patients with cancer.
      ,
      • Barrière J.
      • Chamorey E.
      • Adjtoutah Z.
      • et al.
      Impaired immunogenicity of BNT162b2 anti-SARS-CoV-2 vaccine in patients treated for solid tumors.
      ,
      • Addeo A.
      • Shah P.K.
      • Bordry N.
      • et al.
      Immunogenicity of SARS-CoV-2 messenger RNA vaccines in patients with cancer.
      ,
      • Ligumsky H.
      • Safadi E.
      • Etan T.
      • et al.
      Immunogenicity and safety of the BNT162b2 mRNA COVID-19 vaccine among actively treated cancer patients.
      ,
      • Palich R.
      • Veyri M.
      • Marot S.
      • et al.
      Weak immunogenicity after a single dose of SARS-CoV-2 mRNA vaccine in treated cancer patients.
      ,
      • Agbarya A.
      • Sarel I.
      • Ziv-Baran T.
      • et al.
      Efficacy of the mRNA-based BNT162b2 COVID-19 vaccine in patients with solid malignancies treated with anti-neoplastic drugs.
      ,
      • Fong D.
      • Mair M.J.
      • Mitterer M.
      High levels of anti–SARS-CoV-2 IgG antibodies in previously infected patients with cancer after a single dose of BNT 162b2 vaccine.
      ,
      • Oosting Sjoukje
      LBA8 - vaccination against SARS-CoV-2 in patients receiving chemotherapy, immunotherapy, or chemo-immunotherapy for solid tumors.
      ,
      • Cavanna L.
      • Citterio C.
      • Biasini C.
      • et al.
      COVID-19 vaccines in adult cancer patients with solid tumours undergoing active treatment: seropositivity and safety. A prospective observational study in Italy.
      ,
      • Shmueli E.S.
      • Itay A.
      • Margalit O.
      • et al.
      Efficacy and safety of BNT162b2 vaccination in patients with solid cancer receiving anticancer therapy - a single centre prospective study.
      ]. However, some of these studies assessed heterogeneous populations, including both solid tumours and haematological malignancies. This might impact on the results given the higher immunosuppressive status of the latter, secondary to the malignancy of the immune cells themselves and the greater myelotoxicity of the treatments employed. Further, some presented results of seroconversion only after one dose of vaccination, used miscellaneous mRNA and adenoviral vaccines, and did not contemplate a molecular or serological proof of previous SARS-CoV-2 infection. Finally, control with healthy individuals was provided only in a few and limited in numbers.
      The goal of our study is to: (a) evaluate immunogenicity of SARS-CoV-2 mRNA vaccination in a population of patients with solid tumours undergoing cancer therapy as compared with a cohort of controls, as assessed by quantifying levels of anti-S antibodies and measuring neutralising activity of the receptor-binding domain-angiotensin-converting enzyme 2 (RBD-ACE2); (b) investigate the potential differential impact of the main categories of treatment (ChT, IOT, and TT) on seroconversion and neutralising activity.
      To this aim, we designed SINFONIA-V, a mono-institutional prospective observational study carried out at a comprehensive cancer centre (Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy), comparing results with those of an extensive surveillance program performed in the same institution in healthcare workers [
      • Pani A.
      • Cento V.
      • Vismara C.
      • et al.
      Antibody response to BNT162b vaccine is almost universal in health care workers. Results from the RENAISSANCE study: REsponse to BNT162b2 COVID-19 vacciNe - short and long term Immune reSponSe evAluatioN in healthCare workErs.
      ].

      2. Materials and methods

      2.1 Study design and participants

      This prospective, single-centre cohort study included adult patients (age >18 years) with a diagnosis of solid tumour, receiving two doses of SARS-CoV-2 mRNA vaccination, and able to provide written informed consent. All subjects received anticancer treatment within 2 months before the second vaccine dose. Blood drawing for testing seroconversion was required to be 12–42 days after the date of the second vaccine. Life expectancy longer than three months was mandatory.
      Seroconversion was evaluated as the production of anti-S immunoglobulin G (IgG) after the completion of a vaccination course (two doses of BNT162b2 or mRNA-1273) and compared with a cohort of historical controls from a surveillance program led from December 2020 to February 2021 in healthcare workers at the same institution (RENAISSANCE trial) [
      • Pani A.
      • Cento V.
      • Vismara C.
      • et al.
      Antibody response to BNT162b vaccine is almost universal in health care workers. Results from the RENAISSANCE study: REsponse to BNT162b2 COVID-19 vacciNe - short and long term Immune reSponSe evAluatioN in healthCare workErs.
      ]. The neutralising activity of anti-S IgG antibodies was measured in the cohort of cancer patients to support the accuracy of immunogenicity. To avoid the confounding effect of a potential previous infection, we excluded those subjects with anti-nucleocapsid (N) IgG seropositivity for both cases and controls. Finally, we evaluated if immunogenicity was influenced by clinical variables, including the type of anticancer treatment received (ChT, IOT, and TT, including hormonal agents).
      The study was approved by the local ethics committee Milano Area 3 (Italy), the national ethics committee for the evaluation of clinical trials regarding COVID-19 at Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (Rome, Italy), and the Italian Medicines Agency AIFA (Agenzia Italiana del Farmaco). Ethical principles were respected as established by the Helsinki Declaration and the Good Clinical Practice guidelines. In no way did therapeutic changes take place secondary to the results of this study.

      2.2 Procedures

      From April 2021, cancer patients received SARS-CoV-2 mRNA vaccination according to the mass immunisation plan developed by the Italian Ministry of Health. From June to July 2021, patients who fulfilled the above-mentioned inclusion criteria were invited to participate in the study. A 10 mL venous blood sample was collected for each subject to measure anti-S and anti-N IgG titers. In any case, blood sampling was performed before antineoplastic treatment administration, if the latter was planned for the same day. Samples were stored at room temperature for at most 4 hours upon collection, then centrifuged. The resulting plasma was conserved at +4 °C until processing, which occurred within 3 days. Data from medical records were annotated for each subject as previously specified by GP, ML, DP on the REDCap platform [
      • Harris P.A.
      • Taylor R.
      • Minor B.L.
      • et al.
      The REDCap consortium: building an international community of software platform partners.
      ]. All collected data were preserved anonymously and with respect to the patients’ privacy.

      2.3 Laboratory methods

      Extensive methods are described elsewhere [
      • Agbarya A.
      • Sarel I.
      • Ziv-Baran T.
      • et al.
      Efficacy of the mRNA-based BNT162b2 COVID-19 vaccine in patients with solid malignancies treated with anti-neoplastic drugs.
      ] and provided in the Supplementary Methods. Anti-S IgG antibodies titers were evaluated by the LIAISON® SARS-CoV-2 TrimericS IgG assay (DiaSorin S.p.A., Saluggia, Italy), presenting a superior cut-off of 2.080 binding arbitrary units (BAU) per mL. Seroconversion was defined as the result of anti-S IgG titer >33.8 BAU/mL, which represents the lower limit of detection of the method [

      Diasorin LIAISON® SARS-CoV-2 S1/S2 IgG - the fully automated serology test for the detection of SARS-CoV-2 IgG antibodies. Accessed August 8, 2021. https://www.diasorin.com/sites/default/files/allegati/liaisonr_sars-cov-2_s1s2_igg_brochure.pdf.pdf.

      ].

      2.4 Sample size and statistical analysis

      Assuming a 99.9% seroconversion rate (H0) according to the preliminary analysis in healthy controls (RENAISSANCE trial [
      • Pani A.
      • Cento V.
      • Vismara C.
      • et al.
      Antibody response to BNT162b vaccine is almost universal in health care workers. Results from the RENAISSANCE study: REsponse to BNT162b2 COVID-19 vacciNe - short and long term Immune reSponSe evAluatioN in healthCare workErs.
      ]), and with at least 168 vaccinated fragile patients, we have 90% power to observe an absolute reduction of 4% in seroconversion rate (H1), with a clinical significant δ threshold of at least 1% reduction, and a type I error of 2.5%. Clinically relevant variables were correlated with seroconversion rate and reported with proper significance tests and in a univariate/multivariate logistic regression model.
      Clinical variables were then summarised with descriptive statistics according to type (categorical/numerical) as number (N) and percentage (%) or mean/median and interquartile range (IQR). All analyses were carried out with R statistical software [
      R Core Team
      R: a language and environment for statistical computing.
      ], and a complete list and version of packages is available in supplementary methods online.

      3. Results

      From April to June 2021, 612 patients with solid tumours received SARS-CoV-2 mRNA vaccination at Niguarda Cancer Center. Among these, from June to July 2021, 189 patients fulfilled the inclusion criteria of the study, 10 samples were inadequate for processing, and 8 patients were not SARS-CoV-2 naïve, leading to 171 patients being included as the final study population as compared to 2406 controls without cancer [
      • Pani A.
      • Cento V.
      • Vismara C.
      • et al.
      Antibody response to BNT162b vaccine is almost universal in health care workers. Results from the RENAISSANCE study: REsponse to BNT162b2 COVID-19 vacciNe - short and long term Immune reSponSe evAluatioN in healthCare workErs.
      ] (Fig. 1).
      Fig. 1
      Fig. 1Consort diagram. Flow diagram showing the selection process of cancer patients (A) and healthcare workers as control cohort (B). Keys: Anti-N IgG = anti-nucleocapsid immunoglobulin; SARS-CoV-2 = severe acute respiratory syndrome coronavirus 2.
      The median follow-up time from the second dose of vaccination to blood sampling was 30 days (range: 12–42; IQR: 26–34). Overall, 87.7% of patients were vaccinated with BNT162b2 (N = 150), while the others received mRNA-1273 (12.3%, N = 21). The main demographic and clinical characteristics of the study population and controls are reported in Table 1.
      Table 1Characteristics and seroconversion of cancer patients and healthcare workers evaluated in the study.
      Patients with cancer (N = 171)Healthy controls (N = 2406)p
      Median age, years [IQR]68 [58–73]48 [36–56]<0.001
      Age category
       <300.6% (1)10.0% (241)<0.001
       30–393.5% (6)21.6% (519)
       40–497.6% (13)21.5% (517)
       50–5916.4% (28)33.3% (801)
       60–6929.8% (51)13.2% (318)
       ≥7042.1% (72)0.4% (10)
      Sex
       Male40.9% (70)30.2% (726)0.004
       Female59.1% (101)69.8% (1680)
      Race
       Caucasian97.7% (167)NENA
       Other2.3% (4)
      Mean BMI, kg/m2 [IQR]25 [22–28]24 [21–27]0.020
      Smoking
       Active24.6% (42)NENA
       Former11.7% (20)
       Never63.7% (109)
      mRNA vaccine100% (171)100% (2406)
       BNT162b287.7% (150)100% (2406)1.000
       mRNA-127312.3% (21)0% (0)
      ECOG PS
       0–183.0% (142)NANA
       213.5% (23)
       33.5% (6)
      Comorbidities
       No comorbidities32.7% (56)77.3%
      Data on comorbidities in the control group comes from a subset of 428 subjects from the RENAISSANCE study.
      NA
       At least one comorbidity67.3% (115)22.7%
      Data on comorbidities in the control group comes from a subset of 428 subjects from the RENAISSANCE study.
      Cancer histology
       Colorectal cancer24.6% (42)NANA
       Breast cancer21.1% (36)
       Non-small cell lung cancer15.8% (27)
       Ovarian cancer7.6% (13)
       Pancreatic cancer7.0% (12)
       Stomach cancer7.0% (12)
       Others16.9% (29)
      Cancer stage
       Advanced/metastatic80.7% (138)NANA
       Locally advanced15.8% (27)
       Early3.5% (6)
      Context of cancer treatment
       Palliative83.0% (142)NANA
       Adjuvant17.0% (29)
      Anticancer treatment
       ChT ± TT62.0% (106)NANA
       IOT ± TT11.1% (19)
       ChT + IOT2.3% (4)
       TT alone24.6% (42)
      Seroconversion
       No5.8% (10)0.02% (4)<0.001
       Yes94.2% (161)99.8% (2404)
      Keys. BMI = body mass index; ChT = cytotoxic chemotherapy; ECOG = Eastern Cooperative Oncology Group; IOT = immune checkpoint inhibitor immunotherapy; IQR = interquartile range; mRNA = messenger ribonucleic acid; N = numerosity; NA = not applicable; NE = not evaluated; PS = performance status; TT = targeted therapy.
      a Data on comorbidities in the control group comes from a subset of 428 subjects from the RENAISSANCE study.
      As expected, subjects in the control cohort were younger and with fewer comorbidities than cancer patients. No other major differences were observed apart from a higher prevalence of male subjects and minor BMI discrepancy. In the cancer population, patients were in good condition according to their Eastern Cooperative Oncology Group (ECOG) PS: 142 were PS 0–1 (83.0%), while only 23 and 6 were PS 2 (13.5%) and PS 3 (3.5%), respectively. The list of comorbidities is reported in Supplementary Table 1. Most patients had metastatic disease (80.7%, N = 138). Only 17.0% were receiving adjuvant treatment, hence cancer-free at the time of vaccination (N = 29). Cancer treatment consisted of ChT with or without TT (62.0%, N = 106), IOT with or without TT (11.1%, N = 19), ChT + IOT (2.3%, N = 4), and TT alone, including hormonal agents (24.60%, N = 42). Almost all patients (94.7%, N = 162) received their last anticancer treatment administration in the 15 days before or after the second vaccine dose.
      Seroconversion rate was significantly different between the cancer population and controls (94.2% versus 99.8%, respectively, p < 0.001) (Table 1). At univariate logistic regression analysis, odds ratios (OR) for seroconversion were significantly reduced in patients with cancer (OR 0.03, p < 0.001) and in older individuals (>70 years, OR 0.08) (Fig. 2). A multivariate logistic model confirmed cancer as the only significant variable in impairing seroconversion (OR 0.04, p < 0.001) (Fig. 3).
      Fig. 2
      Fig. 2Distribution of anti-S antibody titer according to age in cancer and control cohorts. The scatter plot displays anti-S Ab titer (y-axis, log scale) versus age (x-axis) in patients with titer under the essay upper limit of detection (2080 BAU/ml), with marginal density distribution on right and top, respectively; the red line shows the seroconversion limit (33.8 BAU/mL) of the essay. Keys: Ab = antibody; anti-S = anti-spike; BAU = binding arbitrary units; SARS-CoV-2 = severe acute respiratory syndrome coronavirus 2.
      Fig. 3
      Fig. 3Multivariate analysis of clinical variables in the whole study population. The forest plot shows odds ratios for seroconversion, according to age, BMI, gender and group (cancer versus control cohort). Keys: BMI = body mass index.
      In the cancer population, we did not find any correlation between seroconversion and age, gender, BMI, steroid therapy (≥10 mg of daily prednisone) or absolute lymphocyte count before vaccination. As far as steroid therapy is concerned, none of the patients received chronic treatment with more than 25 mg/day of prednisone or equivalents. Similarly, the primary tumour site, staging and the type of anticancer treatment did not influence the probability of seroconversion. Among these characteristics, female gender and receiving IOT showed higher OR toward seroconversion in univariate analysis, but these findings were not statistically significant (OR 1.48 and 1.42, p = 0.550 and 0.743, respectively). In the multivariate analysis, ChT had the lowest probability of seroconversion among different kinds of treatment, without statistical significance (OR 0.18, p = 0.127). The only parameter significantly associated with reduced odds of seroconversion was ECOG PS > 2, with an OR of 0.10 (0.02–0.81, p = 0.015), as confirmed in the multivariate model, including also gender and type of anticancer therapy, with OR 0.07 (0.01–0.64, p = 0.012). The percentage of neutralising antibodies was consistent with seroconversion, displaying higher values in seroconverted patients (mean 76.2% versus 20.3%, p < 0.001). The characteristics of cancer patients grouped according to seroconversion outcome are reported in Table 2. Individual data of those patients lacking seroconversion are shown in Table 3. Results from the univariate and multivariate analysis are available in the Supplementary Tables 2 and 3
      Table 2Characteristics of cancer patients grouped according to seroconversion outcome.
      Not seroconverted (N = 10)Seroconverted (N = 161)p
      Age (SD)67.24 (7.88)64.99 (11.62)0.548
      Gender, female (%)5 (50.0)96 (59.6)0.788
      BMI (SD)27.27 (4.71)69.45 (4.44)0.132
      Smoking history (%)
       Never5 (50.0)104 (64.6)0.586
       Active3 (30.0)39 (24.2)
       Former2 (20.0)18 (11.2)
      Steroid therapy (%)
       None9 (90.0)133 (82.6)0.780
       <10 mg of prednisone1 (10.0)23 (14.3)
       ≥10 mg of prednisone0 (0.0)5 (3.1)
      ECOG PS (%)
       0–28 (80.0)157 (97.5)0.001
       >22 (20.0)4 (2.5)
      Lymphocytes before first dose/mm3 (SD)1484.33 (441.81)1728.05 (1118.82)0.515
      Lymphocytes before second dose/mm3 (SD)1567.00 (535.46)1691.61 (753.77)0.608
      Tumour primary (%)
       Colorectal cancer3 (30.0)39 (24.2)1.000
       Breast cancer2 (20.0)34 (21.1)
       Non-small cell lung cancer3 (30.0)24 (14.9)
       Ovarian cancer0 (0.0)13 (8.1)
       Pancreatic cancer1 (10.0)11 (6.8)
       Stomach cancer1 (10.0)11 (6.8)
       Others0 (0.0)29 (18.1)
      Stage (%)
       Locally advanced2 (20.0)31 (19.3)0.782
       Metastatic8 (80.0)130 (80.7)
      Context of cancer treatment, palliative (%)8 (80.0)134 (83.2)1.000
      Anticancer agents (%)
       ChT8 (80.0)102 (63.4)0.468
       IOT1 (10.0)22 (13.7)1.000
       TT5 (50.0)73 (45.3)1.000
      Neutralising Ab % (SD)20.27% (14.28)76.16% (24.64)<0.001
      Keys. Ab = antibodies; BMI = body mass index; ChT = cytotoxic chemotherapy; ECOG = Eastern Cooperative Oncology Group; IOT = immune checkpoint inhibitor immunotherapy; N = numerosity; NA = not applicable; PS = performance status; SD = standard deviation; TT = targeted therapy.
      All continuous variables (age, BMI, lymphocytes before first and second dose, and neutralising antibodies) are reported as mean.
      Table 3Characteristics of cancer patients lacking seroconversion after vaccination.
      PatientsAgeGenderBMI (kg/m2)SmokingSteroid therapyComorbiditiesECOG PSPrimary tumourStageCancer therapyTherapy responseDays from therapy administration to 2nd dose vaccinationDays from vaccine to samplingNeutralising activity (%)
      168Female37FormerNoCardiovascular, respiratory1NSCLCLocally advancedCisplatin + vinorelbineNE191733.39
      264Male23ActiveNoNo2StomachMetastaticFOLFIRISD7225.50
      365Female27NeverNoNo0BreastLocally advancedDoxorubicin + cyclophosphamidePR222429.23
      477Male26NeverNoNo3PancreaticMetastaticFOLFOXPD102531.38
      576Female24ActiveNoNo3NSCLCMetastaticPembrolizumabPR15276.00
      673Female24NeverNoEndocrine, autoimmune1BreastMetastaticEverolimus + exemestaneSD02932.74
      760Male26ActiveNoNo2ColorectalMetastaticFOLFOX + panitumumabPR14290.00
      875Female28NeverNoCardiovascular, diabetes, endocrine2ColorectalMetastaticFOLFOX + panitumumabPR629NE
      965Female34NeverNoCardiovascular1ColorectalMetastaticFOLFOX + bevacizumabPR53024.9
      1053Male23FormerYesNo2NSCLCMetastaticCarboplatin + pemetrexedPR3637NE
      Keys: BAU = binding arbitrary units; BMI = body mass index; ECOG = Eastern Cooperative Oncology Group; FOLFIRI = 5-fluorouracil, irinotecan, leucovorin; FOLFOX = 5-fluorouracil, leucovorin, oxaliplatin; mL = milliliter; NE = not evaluable; NSCLC = non-small cell lung cancer; PS = performance status; PD = progressive disease; PR = partial response; SD = stable disease.

      4. Discussion

      We present the results of a prospective observational study investigating the immunogenicity of SARS-CoV-2 mRNA vaccination in patients with solid tumours undergoing anticancer treatment. In registration vaccine trials [
      • Baden L.R.
      • El Sahly H.M.
      • Essink B.
      • et al.
      Efficacy and safety of the mRNA-1273 SARS-CoV-2 vaccine.
      ,
      • Polack F.P.
      • Thomas S.J.
      • Kitchin N.
      • et al.
      Safety and efficacy of the BNT162b2 mRNA Covid-19 vaccine.
      ], this population was indeed absent and emerging data on limited cohorts suggest preserved safety but possible lower efficacy [
      • Goshen-Lago T.
      • Waldhorn I.
      • Holland R.
      • et al.
      Serologic status and toxic effects of the SARS-CoV-2 BNT162b2 vaccine in patients undergoing treatment for cancer.
      ,
      • Massarweh A.
      • Eliakim-Raz N.
      • Stemmer A.
      • et al.
      Evaluation of seropositivity following BNT162b2 messenger RNA vaccination for SARS-CoV-2 in patients undergoing treatment for cancer.
      ,
      • Monin L.
      • Laing A.G.
      • Muñoz-Ruiz M.
      • et al.
      Safety and immunogenicity of one versus two doses of the COVID-19 vaccine BNT162b2 for patients with cancer: interim analysis of a prospective observational study.
      ,
      • Addeo A.
      • Shah P.K.
      • Bordry N.
      • et al.
      Immunogenicity of SARS-CoV-2 messenger RNA vaccines in patients with cancer.
      ,
      • Ligumsky H.
      • Safadi E.
      • Etan T.
      • et al.
      Immunogenicity and safety of the BNT162b2 mRNA COVID-19 vaccine among actively treated cancer patients.
      ]. As compared with previous studies, we elected to assess a homogeneous population of patients with only solid tumours and all undergoing cancer treatment chronologically close to vaccination. Several previous studies also included patients with haematological malignancies who can present lower seroconversion rates because of more intense polychemotherapy and underlying immune system impairment itself.
      In accordance with previous studies [
      • Goshen-Lago T.
      • Waldhorn I.
      • Holland R.
      • et al.
      Serologic status and toxic effects of the SARS-CoV-2 BNT162b2 vaccine in patients undergoing treatment for cancer.
      ,
      • Massarweh A.
      • Eliakim-Raz N.
      • Stemmer A.
      • et al.
      Evaluation of seropositivity following BNT162b2 messenger RNA vaccination for SARS-CoV-2 in patients undergoing treatment for cancer.
      ,
      • Monin L.
      • Laing A.G.
      • Muñoz-Ruiz M.
      • et al.
      Safety and immunogenicity of one versus two doses of the COVID-19 vaccine BNT162b2 for patients with cancer: interim analysis of a prospective observational study.
      ,
      • Addeo A.
      • Shah P.K.
      • Bordry N.
      • et al.
      Immunogenicity of SARS-CoV-2 messenger RNA vaccines in patients with cancer.
      ,
      • Ligumsky H.
      • Safadi E.
      • Etan T.
      • et al.
      Immunogenicity and safety of the BNT162b2 mRNA COVID-19 vaccine among actively treated cancer patients.
      ,
      • Cavanna L.
      • Citterio C.
      • Biasini C.
      • et al.
      COVID-19 vaccines in adult cancer patients with solid tumours undergoing active treatment: seropositivity and safety. A prospective observational study in Italy.
      ,
      • Shmueli E.S.
      • Itay A.
      • Margalit O.
      • et al.
      Efficacy and safety of BNT162b2 vaccination in patients with solid cancer receiving anticancer therapy - a single centre prospective study.
      ], our data in this specific population demonstrate a lower probability to obtain seroconversion after a complete course of SARS-CoV-2 mRNA vaccination. About 6% of cancer patients in treatment failed to develop an immune response after mRNA vaccination, as compared to only 0.2% in controls, accounting for a 30-fold higher probability. Of note, all 4 subjects with no antibodies in the control group were on immunosuppressive treatment with mycophenolate mofetil at the time of vaccination, impacting on seroconversion [
      • Pani A.
      • Cento V.
      • Vismara C.
      • et al.
      Antibody response to BNT162b vaccine is almost universal in health care workers. Results from the RENAISSANCE study: REsponse to BNT162b2 COVID-19 vacciNe - short and long term Immune reSponSe evAluatioN in healthCare workErs.
      ].
      Among cancer patients, the only factor exerting a significant negative impact on seroconversion was the deterioration of clinical condition described as ECOG PS > 2. Despite the narrow number of patients in poor conditions (N = 6) in this study, the effect direction of ECOG PS on seroconversion impairment is unequivocal, and such finding is consistent with the clinical notion that patients in poor clinical conditions show a reduced immune response. We hypothesise that worse immunogenicity in these patients might be either secondary to higher underlying cancer disease burden leading to immune system exhaustion or to other concomitant medical conditions and comorbidities that could influence humoral response to vaccination [
      • Mendes F.
      • Domingues C.
      • Rodrigues-Santos P.
      • et al.
      The role of immune system exhaustion on cancer cell escape and anti-tumor immune induction after irradiation.
      ,
      • Ssentongo P.
      • Ssentongo A.E.
      • Heilbrunn E.S.
      • Ba D.M.
      • Chinchilli V.M.
      Association of cardiovascular disease and 10 other pre-existing comorbidities with COVID-19 mortality: a systematic review and meta-analysis.
      ,
      • De Simone M.
      • Arrigoni A.
      • Rossetti G.
      • et al.
      Transcriptional landscape of human tissue lymphocytes unveils uniqueness of tumor-infiltrating T regulatory cells.
      ]. Even though we were not powered to find a statistically significant association between seroconversion and different types of anticancer agents, 8 out of 10 patients not achieving seroconversion in our study were treated with chemotherapy, alone or in combination. The available evidence is inconsistent on this subject, with only a few trials showing such a negative association [
      • Massarweh A.
      • Eliakim-Raz N.
      • Stemmer A.
      • et al.
      Evaluation of seropositivity following BNT162b2 messenger RNA vaccination for SARS-CoV-2 in patients undergoing treatment for cancer.
      ,
      • Thakkar A.
      • Gonzalez-Lugo J.D.
      • Goradia N.
      • et al.
      Seroconversion rates following COVID-19 vaccination among patients with cancer.
      ,
      • Barrière J.
      • Chamorey E.
      • Adjtoutah Z.
      • et al.
      Impaired immunogenicity of BNT162b2 anti-SARS-CoV-2 vaccine in patients treated for solid tumors.
      ,
      • Palich R.
      • Veyri M.
      • Marot S.
      • et al.
      Weak immunogenicity after a single dose of SARS-CoV-2 mRNA vaccine in treated cancer patients.
      ,
      • Agbarya A.
      • Sarel I.
      • Ziv-Baran T.
      • et al.
      Efficacy of the mRNA-based BNT162b2 COVID-19 vaccine in patients with solid malignancies treated with anti-neoplastic drugs.
      ]. However, it should be considered that one of these trials also included haematological cancer patients treated with greater and B-cell specific immunosuppressive treatments [
      • Thakkar A.
      • Gonzalez-Lugo J.D.
      • Goradia N.
      • et al.
      Seroconversion rates following COVID-19 vaccination among patients with cancer.
      ]. In another study, only ChT + IOT, but not ChT alone, worsened the seroconversion rate [
      • Massarweh A.
      • Eliakim-Raz N.
      • Stemmer A.
      • et al.
      Evaluation of seropositivity following BNT162b2 messenger RNA vaccination for SARS-CoV-2 in patients undergoing treatment for cancer.
      ]. Besides, we found no evidence that chronic steroid therapy hampers seroconversion, at least within the dosage and schedule of premedication to cancer treatment or for best supportive care [
      • Thakkar A.
      • Gonzalez-Lugo J.D.
      • Goradia N.
      • et al.
      Seroconversion rates following COVID-19 vaccination among patients with cancer.
      ]. Indeed, cancer patients in our study were receiving at most 25 mg of daily prednisone or equivalent and only time-limited higher doses as chemotherapy premedication.
      Neutralising antibodies were also evaluated. In our study, the neutralising activity was significantly higher in seroconverted patients, confirming a positive correlation with seroconversion also in cancer patients.
      Unlike other reports, our study focused on a population of patients undergoing active cancer treatment, as not only cancer but also its therapy is supposed to interfere with immune response [
      • Massarweh A.
      • Eliakim-Raz N.
      • Stemmer A.
      • et al.
      Evaluation of seropositivity following BNT162b2 messenger RNA vaccination for SARS-CoV-2 in patients undergoing treatment for cancer.
      ,
      • Thakkar A.
      • Gonzalez-Lugo J.D.
      • Goradia N.
      • et al.
      Seroconversion rates following COVID-19 vaccination among patients with cancer.
      ,
      • Barrière J.
      • Chamorey E.
      • Adjtoutah Z.
      • et al.
      Impaired immunogenicity of BNT162b2 anti-SARS-CoV-2 vaccine in patients treated for solid tumors.
      ,
      • Palich R.
      • Veyri M.
      • Marot S.
      • et al.
      Weak immunogenicity after a single dose of SARS-CoV-2 mRNA vaccine in treated cancer patients.
      ,
      • Agbarya A.
      • Sarel I.
      • Ziv-Baran T.
      • et al.
      Efficacy of the mRNA-based BNT162b2 COVID-19 vaccine in patients with solid malignancies treated with anti-neoplastic drugs.
      ]. We chose to evaluate full immunogenicity after a complete vaccination course, taking into consideration that the highest probability of seroconversion is reached 3–4 weeks after boosting and that the latter is now the standard of care [
      • Thakkar A.
      • Pradhan K.
      • Jindal S.
      • et al.
      Patterns of seroconversion for SARS-CoV-2 IgG in patients with malignant disease and association with anticancer therapy.
      ,
      • Barrière J.
      • Chamorey E.
      • Adjtoutah Z.
      • et al.
      Impaired immunogenicity of BNT162b2 anti-SARS-CoV-2 vaccine in patients treated for solid tumors.
      ,
      • Palich R.
      • Veyri M.
      • Marot S.
      • et al.
      Weak immunogenicity after a single dose of SARS-CoV-2 mRNA vaccine in treated cancer patients.
      ]. We only investigated the immunogenicity of mRNA vaccines that were demonstrated to be the most effective in eliciting antibody response also in cancer patients [
      • Thakkar A.
      • Gonzalez-Lugo J.D.
      • Goradia N.
      • et al.
      Seroconversion rates following COVID-19 vaccination among patients with cancer.
      ]. Finally, all subjects with previous SARS-CoV-2 infection were excluded from the final analysis to avoid confusion bias [
      • Fong D.
      • Mair M.J.
      • Mitterer M.
      High levels of anti–SARS-CoV-2 IgG antibodies in previously infected patients with cancer after a single dose of BNT 162b2 vaccine.
      ,
      • Blain H.
      • Tuaillon E.
      • Gamon L.
      • et al.
      Spike antibody levels of nursing home residents with or without prior COVID-19 3 Weeks after a single BNT162b2 vaccine dose.
      ,
      • Saadat S.
      • Rikhtegaran Tehrani Z.
      • Logue J.
      • et al.
      Binding and neutralization antibody titers after a single vaccine dose in health care workers previously infected with SARS-CoV-2.
      ,
      • Konstantinidis T.G.
      • Zisaki S.
      • Mitroulis I.
      • et al.
      Levels of produced antibodies after vaccination with mRNA vaccine; effect of previous infection with SARS-CoV-2.
      ].
      The choice of such a specific population is both a strength and a limitation of our study. One limit is low numerosity (N = 171), especially of those patients receiving IOT (13.5%, N = 23), even though this cohort is one of the largest available at the moment [
      • Goshen-Lago T.
      • Waldhorn I.
      • Holland R.
      • et al.
      Serologic status and toxic effects of the SARS-CoV-2 BNT162b2 vaccine in patients undergoing treatment for cancer.
      ,
      • Thakkar A.
      • Gonzalez-Lugo J.D.
      • Goradia N.
      • et al.
      Seroconversion rates following COVID-19 vaccination among patients with cancer.
      ,
      • Ligumsky H.
      • Safadi E.
      • Etan T.
      • et al.
      Immunogenicity and safety of the BNT162b2 mRNA COVID-19 vaccine among actively treated cancer patients.
      ,
      • Oosting Sjoukje
      LBA8 - vaccination against SARS-CoV-2 in patients receiving chemotherapy, immunotherapy, or chemo-immunotherapy for solid tumors.
      ]. Further, we could not distinguish the relative contribution of cancer itself from that of anticancer agents on seroconversion. In this regard, while seroconversion was proven to be independent of receiving treatment or not in one study, another reported higher seroconversion rates for cancer patients in clinical surveillance [
      • Thakkar A.
      • Gonzalez-Lugo J.D.
      • Goradia N.
      • et al.
      Seroconversion rates following COVID-19 vaccination among patients with cancer.
      ,
      • Addeo A.
      • Shah P.K.
      • Bordry N.
      • et al.
      Immunogenicity of SARS-CoV-2 messenger RNA vaccines in patients with cancer.
      ]. Another limitation of our study is that T cell response was not yet assessed, although it is planned. Besides, the humoral response is argued to play the main role in acquired immunity after vaccination, and it is thus, considered itself a surrogate of protection against SARS-CoV-2 [
      • Earle K.A.
      • Ambrosino D.M.
      • Fiore-Gartland A.
      • et al.
      Evidence for antibody as a protective correlate for COVID-19 vaccines.
      ]. Finally, we could not determine the distribution and mean of anti-S titer since the assay was capped at 800 AU/mL (2080 BAU/mL), and most results were over this upper limit (57.3% and 68.6%, in cancer and controls, respectively). On the other hand, to our knowledge, only one piece of evidence currently states that higher anti-S values provide improved protection from SARS-CoV-2; hence, the role of the median antibody titer in preventing infection is still debated [
      • Letizia A.G.
      • Ge Y.
      • Vangeti S.
      • et al.
      SARS-CoV-2 seropositivity and subsequent infection risk in healthy young adults: a prospective cohort study.
      ] and might not necessarily detect a higher proportion of patients lacking seroconversion [
      • Thakkar A.
      • Gonzalez-Lugo J.D.
      • Goradia N.
      • et al.
      Seroconversion rates following COVID-19 vaccination among patients with cancer.
      ].
      In conclusion, our study demonstrates a lower seroconversion rate in patients with solid tumours that received SARS-CoV-2 mRNA vaccines during anticancer therapy. A higher risk of lacking seroconversion was related to poor ECOG PS (> 2). No other factor significantly influenced immunogenicity, although few trends were observed according to the anticancer therapy type. Further studies and meta-analyses might clarify these results in the future. The 6% failure rate in seroconversion that we report is concerning in these fragile patients with higher morbidity and mortality from COVID-19 [
      • Zhang L.
      • Zhu F.
      • Xie L.
      • et al.
      Clinical characteristics of COVID-19-infected cancer patients: a retrospective case study in three hospitals within Wuhan, China.
      ,
      • Kuderer N.M.
      • Choueiri T.K.
      • Shah D.P.
      • et al.
      Clinical impact of COVID-19 on patients with cancer (CCC19): a cohort study.
      ,
      • Dai M.
      • Liu D.
      • Liu M.
      • et al.
      Patients with cancer appear more vulnerable to SARS-CoV-2: a multicenter study during the COVID-19 outbreak.
      ,
      • Wang Q.
      • Berger N.A.
      • Xu R.
      Analyses of risk, racial disparity, and outcomes among US patients with cancer and COVID-19 infection.
      ]. These patients should indeed be considered for enhanced vaccination strategies such as a third dose booster (repeated immune stimulation) and carefully monitored for SARS-CoV-2 infection during cancer treatment [
      • Barrière J.
      • Re D.
      • Peyrade F.
      • Carles M.
      Current perspectives for SARS-CoV-2 vaccination efficacy improvement in patients with active treatment against cancer.
      ]. At present, we believe that facial masks and social distance are still warranted to safeguard fragile patients even if vaccinated and that these measures should be applied to their caregivers and healthcare workers. Besides, physicians should strongly encourage the immunisation of caregivers. The role of anti-S antibodies in clinical practice is still uncertain, as precaution and additional preventive measures, such as third vaccine dose, are likely to be applied to the entire cancer population [
      ].

      CRediT author statement

      Alessio Amatu: Conceptualisation, Methodology, Formal analysis, Data Curation, Writing - Original Draft, Visualisation. Arianna Pani: Writing - Review and Editing, Validation, Investigation. Giorgio Patelli: Conceptualisation, Investigation, Writing - Original Draft, Data Curation, Visualisation. Oscar Matteo Gagliardi: Writing - Review and Editing, Investigation. Marina Loparco: Investigation, Data Curation, Writing - Original Draft, Visualisation. Daniele Piscazzi: Data Curation, Investigation, Writing - Review and Editing. Andrea Cassingena: Writing - Review and Editing, Resources. Federica Tosi: Writing - Review and Editing, Resources. Silvia Ghezzi: Writing - Review and Editing, Resources. Daniela Campisi: Writing - Review and Editing, Validation, Investigation. Renata Grifantini: Writing - Review and Editing, Supervision. Sergio Abrignani: Writing - Review and Editing, Supervision. Salvatore Siena: Resources, Writing - Review and Editing, Supervision, Funding acquisition. Francesco Scaglione: Resources, Writing - Review and Editing, Supervision, Project administration, Funding acquisition. Andrea Sartore-Bianchi: Conceptualisation, Resources, Writing - Original Draft, Visualisation, Supervision, Project administration, Funding acquisition.

      Funding source

      The study was funded by Fondazione Oncologia Niguarda and through divisional funds from Niguarda Cancer Centre, Grande Ospedale Metropolitano Niguarda, Milano, Italy.

      Conflict of interest statement

      The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

      Appendix A. Supplementary data

      The following are the supplementary data to this article:
      • Supplementary Table 2

        Results from the univariate and multivariate analysis assessing the effect of relevant clinical characteristics on seroconversion in the whole study population. Keys: BMI = body mass index; N = numerosity; OR = odds ratio; SD = standard deviation. All continuous variables (age, BMI, lymphocytes before first and second dose, and neutralising antibodies) are reported as mean.

      • Supplementary Table 3

        Results from the univariate and multivariate analysis assessing the effect of relevant clinical characteristics on seroconversion in the cancer cohort. Keys: BMI = body mass index; ECOG = Eastern Cooperative Oncology Group; N = numerosity; OR = odds ratio; PS = performance status; SD = standard deviation. All continuous variables (age, BMI, lymphocytes before first and second dose, and neutralising antibodies) are reported as mean.

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      Linked Article

      • Seroconversion after SARS-CoV-2 mRNA booster vaccine in cancer patients
        European Journal of CancerVol. 167
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          In the SINFONIA-V study published in the December 2021 edition of the European Journal of Cancer, we sowed that a 5.8% fraction of patients with solid tumours undergoing anticancer treatment do not achieve seroconversion after primary (two doses) SARS-CoV-2 messenger RNA (mRNA) vaccination with BNT162b2 or mRNA-1273 (10/171 individuals); this was significantly different compared with 0.2% of controls without cancer (P < 0.001) [1,2]. We report here updated data with the analysis of post-booster serological status in these patients (n = 10).
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