Manuela Di Fusco’s research while affiliated with Pfizer and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (101)


P-2060. Effectiveness of BNT162b2 COVID-19 Vaccination Against Long COVID Among Older Adults: A Nationwide Study
  • Article

January 2025

·

4 Reads

Open Forum Infectious Diseases

Manuela Di Fusco

·

·

Laura L Lupton

·

[...]

·

Background Long COVID includes new or persisting symptoms/signs/conditions impacting >1 organ/system following acute infection. The clinical presentation varies across patients and estimates of burden depend on the definition. Evidence on effectiveness of BNT162b2 BA.4/5 bivalent COVID-19 Vaccine (BNT162b2 bivalent) against long COVID remains scarce. This study assessed vaccine effectiveness (VE) of BNT162b2 bivalent for preventing long COVID symptoms among older adults.Table 1.Long COVID prevalence and vaccine effectiveness of BNT162b2 a against long COVID symptoms among older adults ≥50 years old Methods Symptomatic US adults ≥50 years old testing positive for SARS-CoV-2 via RT-PCR and rapid antigen at CVS Health were recruited between 03/02-05/18/2023 (CT.gov: NCT05160636). Participants reported presence or absence of each of 30 long COVID symptoms at 4 weeks, months 3 and 6 after testing. The CDC long COVID definition (new-onset or symptoms persisting ≥4 weeks after acute infection) was operationalized as the presence of ≥2 or ≥3 new or persistent symptoms consistent with long COVID from week 4 to month 6. The odds ratio (OR) of long COVID was computed for those who had received vs. had not received the BNT162b2 bivalent dose (vaccinated versus unvaccinated) before infection using mixed-effects logistic models, adjusting for multiple covariates. Absolute VE versus unvaccinated was calculated as (1‒OR)x100. Results Of 277 older adults aged ≥50 years recruited in the study, 172 received BNT162b2 and 105 did not. Mean time since last bivalent dose was 168 days. All study participants reported ≥1 long COVID symptoms through month 6. The prevalence of ≥2 and ≥3 long COVID symptoms at month 6 was 33.1% and 23%, respectively. Those who received the BNT162b2 bivalent dose were less likely than those who didn’t to report ≥2 symptoms (27.0% vs 44.4%; adjusted OR 0.50, 95% CI 0.28-0.88) and ≥3 symptoms (16.5% vs 34.9%; adjusted OR 0.43, 95% CI 0.24-0.79) from 4 weeks to 6 months since testing positive. Absolute VE ranged 50-57% (Table 1). Conclusion Despite high levels of immunity, especially among older adults, the post-pandemic burden of long COVID remains high, but is significantly lower for those vaccinated. Between 4 weeks and 6 months after testing positive, older adults vaccinated with BNT162b2 bivalent had approximately half the odds of long COVID than those unvaccinated. Disclosures Manuela Di Fusco, PhD, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Abby Rudolph, PhD, Pfizer Inc: Employer|Pfizer Inc: Stocks/Bonds (Public Company) Laura L. Lupton, MD, MHSA, CVS Health: Employee|CVS Health: Stocks/Bonds (Public Company) Joseph C. Cappelleri, PhD, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Alon Yehoshua, PharmD, MS, Pfizer Inc: Employer|Pfizer Inc: Stocks/Bonds (Public Company) Laura A. Puzniak, PhD. MPH, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Santiago M.C. Lopez, MD, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Xiaowu Sun, PhD, CVS Health: Employee|CVS Health: Stocks/Bonds (Public Company)


P-1977. Six-Month Trajectory of Symptoms of COVID-19 Fatigue by Age and BNT162b2 COVID-19 Vaccination Status: A Prospective Study among Symptomatic US Adults Testing Positive for SARS-CoV-2 at a National Retail Pharmacy

January 2025

·

6 Reads

Open Forum Infectious Diseases

Background Fatigue is one of the most common symptoms experienced by patients with COVID-19, potentially interfering with daily activities. This study assessed the 6-month trajectory of fatigue from time of testing across age and BNT162b2 BA.4/5 bivalent COVID-19 Vaccine strata.Figure 1.Prevalence of symptoms of fatigue across groups defined by age and BNT162b2 COVID-19 Vaccination statusa) Overall cohort by BNT162b2 vaccination status Methods Symptomatic US adults testing positive for SARS-CoV-2 at CVS Health were recruited between 03/02-05/18/2023 (CT.gov: NCT05160636). Study participants self-reported symptoms of fatigue via an online survey during the acute (testing day, Week 1, Week 2) and long-term phase (Week 4, Month 3 and 6 after testing). The prevalence of fatigue was evaluated at each time point in the overall cohort and across groups defined by vaccination status and age (older adults: ≥50; younger adults: < 50). Between-group differences were tested by using chi-square statistics. b) Overall cohort by age Results The analyses included 643 study participants: 49% (316) vaccinated with BNT162b2 bivalent and 51% (327) unvaccinated; 43.1% (277) ≥50 and 56.9% (366) < 50 years old. A total of 424 (65.9%) participants self-reported symptoms of fatigue at time of testing. Their mean age was 46.5 years, 71.2% were female, 25.9% had ≥1 comorbidity, 43.2% had prior infection. The presence of fatigue was higher during the acute phase and remained prevalent during the long-term follow-up: 50.9% at Week 1, 41.1% at Week 2, 24.4% at Week 4, 19.6% at Month 3, and 18.5% at Month 6 (Figure 1a). While older and younger adults had similar prevalence of fatigue during the acute phase, at Week 4 the younger adults reported higher prevalence (28.7% vs 18.2%, p=0.007) (Figure 1b). In the overall cohort, and relatively consistently across age groups, those vaccinated with BNT162b2 reported significantly (p< 0.005) lower prevalence of fatigue at Week 4, Month 3 and 6 (Figures 1a, 1c, 1d). c) Younger adults (<50) Conclusion This study found that fatigue is a highly prevalent symptom affecting two-thirds of symptomatic adults at time of testing. While prevalence declined over time, fatigue symptoms persisted beyond the acute phase, with 1 in 5 still affected at Month 6. Compared with those vaccinated with BNT162b2 bivalent, the prevalence of fatigue was higher among unvaccinated throughout the follow-up, reaffirming the value of being up-to-date with COVID-19 vaccination. d) Older adults (≥50) Disclosures Manuela Di Fusco, PhD, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Alexandra Berk, PhD, CVS Health: Employee|CVS Health: Stocks/Bonds (Public Company) Kristen E. Allen, MPH, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Thomas M. Porter, MPH, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Mary B. Alvarez, PharmD, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Joseph C. Cappelleri, PhD, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Mary M. Moran, MD, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Xiaowu Sun, PhD, CVS Health: Employee|CVS Health: Stocks/Bonds (Public Company)


P-2047. Public Health Impact and Economic Value of an Additional Dose of Pfizer-BioNTech XBB.1.5-adapted COVID-19 Vaccine for Older Adults in the United States

January 2025

·

5 Reads

Open Forum Infectious Diseases

Background To assess the public health impact and economic value of an additional dose of BNT162b2 XBB.1.5-adapted COVID-19 vaccine 6 months after initial dose for those aged ≥65 years, compared to a single dose in the United States.Table 1.Clinical and Economic Outcomes of 2-dose vs 1-dose Strategy in the Population Aged ≥65 Years.LY = life year; QALY = quality adjusted life year; ICER = incremental cost effectiveness ratio Methods A combined Markov and decision tree model was used to estimate the public health impact of those aged ≥65 years receiving an additional BNT162b2 XBB.1.5-adapted dose over for a one-year time horizon (Oct 2023-Sept 2024). Age-stratified (65-74, 75+) annual attack, hospitalization, and vaccine coverage rates were informed by public health national surveillance data. Other age-stratified clinical, cost, and vaccine effectiveness parameters were informed by publications. Parameter uncertainty was examined through scenario and sensitivity analyses. Conservatively, indirect effects (e.g. reduced transmission) and broad societal benefits were not considered. Results For individuals aged 65 years and older, the model demonstrated that compared to a single dose, an additional dose of the BNT162b2 XBB.1.5-adapted COVID-19 Vaccine resulted in 338,148 fewer symptomatic cases, 19,947 fewer hospitalizations, and 591 fewer deaths. Cost of additional vaccinations were offset by costs averted (e.g., Long COVID (∼1.3B),inpatient(1.3B), inpatient (∼384M), indirect (∼280M),andoutpatient(280M), and outpatient (∼252M) costs), leading to a total cost savings of ∼$270.5M. The two-dose strategy for older adults improved health outcomes and lowered costs resulting in a dominant ICER (Table 1). The additional dose was predicted to be a budget-efficient solution for payers. Results were most sensitive to variation in the symptomatic rate of infection and the hospitalization rate. Conclusion An additional dose of BNT162b2 XBB.1.5-adapted COVID-19 vaccination for adults aged 65 years and older in the US may generate notable reductions in symptomatic cases, hospitalizations, and deaths and result in cost savings. The results demonstrate that administering an additional COVID-19 vaccine dose to older adults in the US should be an important public health goal, supporting current ACIP and CDC recommendations. Disclosures Alon Yehoshua, PharmD, MS, Pfizer Inc: Employer|Pfizer Inc: Stocks/Bonds (Public Company) Benjamin Yarnoff, PhD, Pfizer Inc: Grant/Research Support Manuela Di Fusco, PhD, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Santiago M.C. Lopez, MD, Pfizer Inc.: Employee|Pfizer Inc.: Stocks/Bonds (Public Company) Elizabeth A. Thoburn, MPH, Pfizer Inc: Employer|Pfizer Inc: Stocks/Bonds (Public Company) Abby Rudolph, PhD, Pfizer Inc: Employer|Pfizer Inc: Stocks/Bonds (Public Company) Kinga Marczell, PhD, Pfizer Inc: Grant/Research Support



Model structure.
Deterministic sensitivity analysis varying parameters by +/−25% in the population aged ≥18 years.
Probabilistic sensitivity analysis: cost-effectiveness plane and acceptability curve (≥18 years population).
Public health and economic impact of COVID-19 vaccination with the Pfizer-BioNTech COVID-19 Vaccine, KP.2, among adults in 2024/2025 in the United States
  • Article
  • Full-text available

December 2024

·

14 Reads

Objectives To assess the public health and economic impact of vaccination with the Pfizer-BioNTech COVID-19 vaccine, KP.2, in 2024/2025 in the United States. Methods A combined cohort Markov-decision tree model was used to estimate the cost-effectiveness and budget impact of vaccination versus no vaccination in adults aged ≥18 years. The adult population was further stratified into 18-64 years and ≥65 years age groups. Public health surveillance data informed the annual proportion of individuals infected with and vaccinated against SARS-CoV-2 and the proportion of those infected who were hospitalized, stratified by age. Other age-stratified clinical, cost, and vaccine effectiveness parameters were informed by literature. The budget impact analysis was based on a hypothetical 1-million-member plan and used a payer perspective. Parameter uncertainty was tested in sensitivity analyses. Results Without vaccination, the model projected 21.4 million new symptomatic cases, 15,793 deaths, 629,098 hospitalizations, 115.5billionintotalcosts,and1millionQALYslostamongadultsaged18years,withthegreatesthealthburdenobservedamongolderadultsaged65years(72115.5 billion in total costs, and 1 million QALYs lost among adults aged ≥18 years, with the greatest health burden observed among older adults aged ≥65 years (72% of hospitalizations and 86% of deaths) and the greatest economic burden in adults aged 18–64 years (62% of total costs). Vaccination was projected to prevent 915,501 cases, 1,057 deaths, and 37,489 hospitalizations, resulting in cost savings of 513 million, 9,173 LYs gained, 56,482 QALYs gained, and a dominant ICER. In the budget impact analysis, vaccination was estimated to result in total incremental cost savings for the population aged ≥65 years and a modest budget increase for the population aged 18–64 years. Conclusions Vaccination with the Pfizer BioNTech COVID-19 vaccine, KP.2, is a cost-effective measure from the societal perspective at a willingness-to-pay threshold of $50,000 that could reduce the health and economic burden of COVID-19.

Download




Summary of long-term symptoms.
Model performance by study year, and cut-off for defining long COVID: c-statistics and 95% confidence intervals.
Predictors of Long COVID Among Symptomatic US Adults Testing Positive for SARS-CoV-2 at a National Retail Pharmacy

November 2024

·

12 Reads

Background: Long COVID remains a significant public health concern. This study investigated risk factors for long COVID in outpatient settings. Methods: A US-based prospective survey study (clinicaltrials.gov NCT05160636) was conducted in 2022 and replicated in 2023. Symptomatic adults testing positive for SARS-CoV-2 at CVS Pharmacies were recruited. CDC-based long COVID symptoms were collected at Week 4, Month 3, and Month 6 following SARS-CoV-2 testing. Logistic regression was used to develop a predictive model for long COVID using data from the 2022 cohort. The model was validated with data from the 2023 cohort. Model performance was evaluated with c-statistics. Results: Patients characteristics were generally similar between the 2022 (N = 328) and 2023 (N = 505) cohorts. The prevalence of long COVID defined as ≥3 symptoms at Month 6 was 35.0% and 18.2%, respectively. The risk factors associated with long COVID were older age, female sex, lack of up-to-date vaccination, number of acute symptoms on the day of SARS-CoV-2 testing, increase in symptoms at Week 1, underlying comorbidities and asthma/chronic lung disease. The c-statistic was 0.79, denoting good predictive power. Conclusions: A predictive model for long COVID was developed for an outpatient setting. This research could help differentiate at-risk groups and target interventions.



Citations (54)


... Fifthly, because of the heterogeneity in the mechanism of developing long COVID and associated symptoms, different risk factors may be found to be associated with dif-ferent clusters of symptoms [4,[37][38][39]. However, a previous study found that symptom phenotypes found via latent class analysis differed in magnitude of burden with respect to number of symptoms rather than clusters of symptoms [40]. ...

Reference:

Predictors of Long COVID Among Symptomatic US Adults Testing Positive for SARS-CoV-2 at a National Retail Pharmacy
Latent class analysis of post-acute sequelae of SARS-CoV-2 infection
  • Citing Article
  • November 2024

Journal of Biopharmaceutical Statistics

... The DoP captured the waning of vaccine-and infectioninduced immunity and informed the transition from the Boosted and Recovered health states to the Susceptible health state. The DoP of the vaccine was assumed to be 6 months based on real-world evidence studies conducted Scott et al. 40 Kohli et al. 41 OTC pain medication (USD) 245 Scott et al. 40 In-patient treatment (USD) Di Fusco et al. 42 Somani et al. 43 Yehoshua et al. 34 General ward -vaccinated Scott et al. 40 Lavery et al. 44 Yehoshua et al. 34 Indirect costs Workforce participation rate (%) by Link-Gelles et al. [24][25][26] , while infection-induced immunity was assumed to be 3 months [24][25][26] . ...

Health outcomes and economic burden among patients with a COVID-19-associated hospitalization in the United States during the predominance of the XBB and JN.1 omicron lineages

... 93 Additionally, more recently published mRNA-specific and BNT162b2-specific VEs reported by dose fall within the range of those summarized in this SLR ( 89 2 doses mRNA-1273 vs. unvaccinated (VE = 52%), 89 and vaccinated with BNT162b2 bivalent vs. unvaccinated or not up-to-date [VE range = 41%-43%]. 95 Taken together, the trend is that the mRNA vaccines offer greater protection. ...

Effectiveness of BNT162b2 BA.4/5 Bivalent COVID-19 Vaccine against Long COVID Symptoms: A US Nationwide Study

... COVID-19 hospitalization costs [9] and medical costs in the year following acute infection [10] were shown to be higher in patients with underlying medical conditions. Thus, COVID-19 can contribute to increasing the already high healthcare costs related to underlying conditions e.g., around $70 billion for CLD (asthma and chronic obstructive pulmonary disease) [11]; $87.2 billion for Medicare beneficiaries with CKD [12]; $400 billion for CVD risk factor care (projected to triple by 2050) [13]; and $306.6 billion for DM medical costs [14]. ...

Substantial health and economic burden of COVID-19 during the year after acute illness among US adults at high risk of severe COVID-19

BMC Medicine

... More recently, Sell et al. [13] reviewed the available literature on the economic burden of COVID-19 for employers and employees in the United States. The authors concluded that most COVID-19 cases impact working-age adults and that productivity loss is higher among unvaccinated individuals. ...

Economic burden of COVID-19 for employers and employees in the United States

... Overall, the early treatment interventions had a significant positive impact on healthcare resources, as shown by Pierre et al. (2023). However, in the comparison between early treatments for COVID-19 the budget impact analysis supports NRM/RTV, with several limitations preventing a longer-term estimate. ...

The impact of vaccination and outpatient treatment on the economic burden of Covid-19 in the United States omicron era: a systematic literature review

... underscoring the safety and immunogenicity of concomitantly administered influenza and COVID-19 vaccines [18][19][20] . Co-administration as a vaccination strategy can improve vaccination All rights reserved. ...

Estimated Effectiveness of Coadministration of the BNT162b2 BA.4/5 COVID-19 Vaccine With Influenza Vaccine
  • Citing Article
  • November 2023

JAMA Network Open

... However, in our study the pediatric population aged 0-11 years exhibited significantly higher proportions of ICU admissions and IMV usage than studies from earlier time periods. Compared to a more recent analysis of children aged <5 years by McGrath et al. 11 conducted using data from April 2021 to March 2022, our analysis revealed a higher proportion requiring ICU admissions (21.3% in 2021-2022 vs. 22.8% in the current analysis) but lower proportions of IMV usage (7.9% vs. 6.7%) and deaths (0.5% vs. 0.2%) in this age group. However, the 95% confidence intervals of these estimates overlap so the differences are not statistically significant. ...

Clinical outcomes of COVID-19 and influenza in hospitalized children <5 years in the US

... A nationwide prospective patient-reported outcomes survey on the impact of COVID-19 (clinicaltrials.gov NCT05160636) was conducted in 2022 and replicated in 2023 [20,21]. Symptomatic adults (age 18 years or older) testing positive for SARS-CoV-2 by polymerase chain reaction or rapid antigen test at CVS Pharmacy stores were invited to participate between 31 January and 30 April 2022 (2022 study wave), and between 2 March and 18 May 2023 (2023 study wave). ...

Impact of Bivalent BA.4/5 BNT162b2 COVID-19 Vaccine on Acute Symptoms, Quality of Life, Work Productivity and Activity Levels among Symptomatic US Adults Testing Positive for SARS-CoV-2 at a National Retail Pharmacy

... However, to date, studies reporting COVID-19 patient clusters remain rare and mainly focused on symptom types [3,[10][11][12][13][14]. A Latent Class Analyses applied to long COVID symptoms in our study found that phenotypes differ by prevalence rather than by type of symptoms [15]. A clustering approach based on the frequency of symptoms has not been applied yet and could supplement existing efforts aimed at understanding underlying patterns and variations in COVID-19 symptomatology, vaccine performance, and health impacts. ...

Postacute Sequelae SARS-CoV-2 Infection by Vaccination Status: A Six-Month Latent Class Analysis