Regina C. LaRocque’s research while affiliated with Harvard Medical School 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 (292)


Two distinct durable human class-switched memory B cell populations are induced by vaccination and infection
  • Article
  • Full-text available

April 2025

·

41 Reads

Cell Reports

Cory A Perugino

·

Hang Liu

·

Jared Feldman

·

[...]

·

Download

Figure 1: Multiplex bead assay measurements of IgG, IgM, and IgA against OSP, CTB, and TcpA antigens among vaccinated volunteers and comparison with cholera cases. The Y-axis indicates the concentration of antibodies shown as the log (base 10) of the inverse relative antibody unit (RAU). The X-axis, days since the first dose of vaccination, is square-root transformed. Each colored line indicates individual trajectories over time (light blue: Bangladeshi vaccinees <10 years, dark blue: Bangladeshi vaccinees ≥10 years, gold: Haitian vaccinees ≥18
Figure 2: Misclassification of vaccinees as seroincident by previous seroincidence models using 45, 120, 200, and 300 day infection windows. The model used (i.e., the Infection-Only Model) to classify vaccinees as seroincident or not was a previously published random forest model trained on anti-CTB, anti-Ogawa OSP, anti-Inaba OSP IgG measurements from Bangladeshi confirmed cases and uninfected household contacts. The proportion of Bangladeshi (dark blue) and Haitian vaccinees (gold) classified as seroincident are shown as dots. The overall proportion seroincident was modeled with a cubic spline (black line and grey ribbon) using data from both cohorts of vaccinees. Black dashed line indicates the nominal false positivity rate of 5%.
Figure 3: Comparison of performance of random forest models when serological data from vaccinees are included in the training set. Individuals were considered recently infected or vaccinated if exposed in the last 200 days. (A & B) Grey dashed line indicates the nominal false positivity rate of 5%. (A & C) Solid lines show the median value while shaded areas indicate the 95% credible interval. (D) Confusion matrix indicates the proportion of samples correctly classified from the new three-class model (Mixed-Cohort Three Class Model). Aside from the estimates for the false positivity rate among the vaccinated population for the Case-only Model, all other parameters were estimated through leave-one-individual-out cross-validation.
Figure 4. Simulated serological surveys in partially vaccinated settings using multiple strategies to calculate seroincidence 21 days (early) and 120 days (late) post vaccination campaign. Boxplots show the distribution of 100 estimates of seroincidence using different strategies at various levels of vaccine coverage (x-axis). Each simulated survey had 1000 persons. The true incidence was 10 infections per 100 in 200 days as indicated by the dashed line.
Individual characteristics of culture confirmed cholera patients and vaccinated individuals

+1

Expanding cholera serosurveillance to vaccinated populations

March 2025

·

33 Reads

Mass oral cholera vaccination campaigns targeted at subnational areas with high incidence are central to global cholera elimination efforts. Serological surveillance offers a complementary approach to address gaps in clinical surveillance in these regions. However, similar immune responses from vaccination and infection can lead to overestimates of incidence of infection. To address this, we analyzed antibody dynamics in infected and vaccinated individuals to refine seroincidence estimation strategies for partially vaccinated populations. We tested 757 longitudinal serum samples from confirmed Vibrio cholerae O1 cases and uninfected contacts in Bangladesh as well as vaccinees from Bangladesh and Haiti, using a multiplex bead assay to measure IgG, IgM, and IgA binding to five cholera-specific antigens. Infection elicited stronger and broader antibody responses than vaccination, with rises in cholera toxin B-subunit (CTB) and toxin-coregulated pilus A (TcpA) antibodies uniquely associated with infection. Previously proposed random forest models frequently misclassified vaccinated individuals as recently infected (over 20% at some time points) during the first four months post-vaccination. To address this, we developed new random forest models incorporating vaccinee data, which kept false positive rates among vaccinated (1%) and unvaccinated (4%) individuals low without a significant loss in sensitivity. Simulated serosurveys demonstrated that unbiased seroincidence estimates could be achieved within 21 days of vaccination campaigns by ascertaining vaccination status of participants or applying updated models. These approaches to overcome biases in serological surveillance enable reliable seroincidence estimation even in areas with recent vaccination campaigns enhancing the utility of serological surveillance as an epidemiologic tool in moderate-to-high cholera incidence settings. Significance statement Serological surveillance can improve how we monitor cholera in high burden areas where clinical surveillance is limited. However, vaccination can produce immune responses similar to infection, leading to overestimates in seroincidence. This study extends seroincidence estimation techniques using machine learning models to partially vaccinated populations. We analyzed antibody dynamics from vaccinated and infected individuals to develop methods that reduce misclassification of vaccinated individuals as recently infected. These methods enable reliable seroincidence estimates in areas with recent vaccination campaigns, providing a step toward better epidemiologic monitoring in the context of global cholera control initiatives.



628. Geographic distribution of hospitalized severe malaria cases in the United States, 2012–2018

January 2025

·

5 Reads

Open Forum Infectious Diseases

Background Between 200–300 severe malaria cases are diagnosed annually in the U.S. Intravenous artesunate (IVAS), the FDA-approved 1st-line therapy for severe malaria since 2020, is commercially available but at high cost. Uncertainty regarding where people with severe malaria will seek medical care poses supply chain challenges. We identified hospitals where people with severe malaria were treated and mapped proximity to Level 1 trauma centers as a proxy for hospitals that provide complex clinical care, which could assist with planning for IVAS distribution. Location identification and manual adjudication process for hospitals that hospitalized people with severe malaria as reported to CDC from 2012–2018. Of the original 1,912 cases of severe malaria reported to the CDC from 2012-2018, we excluded 379 cases that were not admitted or were admitted but missing a hospital name. Of the remaining 1,533 severe malaria cases that were eligible for adjudication, 1,237 were an exact match with an existing hospital location. Of the 296 cases that were not an exact match, we manually adjudicated 229 cases by clarifying a hospital name that was abbreviated, incomplete, or had a change in name; only 49 cases could not be identified given multiple possible sites with the same name, and 18 cases with no name that matched a hospital site. Six additional cases were excluded because of occurring at a site with no Level 1 trauma center within driving distance (i.e., Alaska and US Virgin Islands). Methods Using 2012–2018 data reported to the Centers for Disease Control and Prevention (CDC), we analyzed free text of U.S. hospital names where people were treated as inpatients for severe malaria. We identified these hospitals using Google Maps Geocoding Application Programming Interface (API) followed by manual adjudication. We excluded cases when data were incomplete or ambiguous or if a Level 1 trauma center was inaccessible (e.g., Alaska or U.S. Virgin Islands). We then mapped hospitals to U.S. counties and estimated travel times between hospitals and the nearest Level 1 trauma center as per 2014–2016, using Google Maps Distance Matrix API. Average numbers of severe malaria cases at identified hospitals per US county annually as reported to the CDC during 2012–2018. Panel A shows the geographic distribution and average number of severe malaria cases at identified hospitals per year by county reported to CDC during 2012–2018; darker color shows counties with more severe malaria cases reported. Panel B shows that the distribution is highly skewed to 2 counties that reported more than 10 inpatient cases annually; 2,824 counties (pale peach) reported no cases of severe malaria admitted to an identified hospital during 2012–2018. Results After excluding 379 cases with no recorded hospital name from 1,912 severe malaria cases, we successfully adjudicated hospitals for 1,460/1,533 cases (Fig 1). Two counties reported >10 inpatient cases per year (Bronx County, NY and New York County, NY), and 2,824 counties never reported a hospitalized severe malaria case (Fig 2). Almost 35% of inpatient cases occurred at Level 1 trauma centers (508/1,460 [34.8%]) (Fig 3). Of the 952/1,460 (65.2%) inpatient cases not at Level 1 trauma centers, 891/952 (93.5%) were at hospitals located < 2h estimated driving time of a Level 1 trauma center. Only 61/1,460 (4.2%) cases were at locations >2h from a Level 1 trauma center. Limitations include that the analysis did not consider the original site of clinical presentation with malaria or locations of people with severe malaria not hospitalized. Histogram of modeled travel times between each severe malaria case at an identified hospital and the nearest Level 1 trauma center. Of severe malaria cases reported to CDC in 2012–2018 and hospitalized at an identified hospital, 34.8% were treated at Level 1 trauma centers (red bar); for severe malaria cases that were not at Level 1 trauma centers, we found that modeled transit times between treatment site and Level 1 trauma center were less than 2 hours except in 4.2% of severe malaria cases at an identified hospital (right of black dashed vertical line). Conclusion More than 95% of people admitted for severe malaria at identified hospitals reported to the CDC in 2012–2018 were at or within 2h estimated driving time of a Level 1 trauma center, which may suggest priorities for implementing IVAS distribution. Disclosures Alison Ridpath, MD, MPH, Abbvie Inc.: Stocks/Bonds (Public Company)|Amarin Corperation PLC: Stocks/Bonds (Public Company)|Amgen Inc: Stocks/Bonds (Public Company)|BioNTech: Stocks/Bonds (Public Company)|Immunic Inc: Stocks/Bonds (Public Company)|infinity Pharmaceutical Companies: Stocks/Bonds (Public Company)|IQVIA Holdings Inc: Stocks/Bonds (Public Company)|Johnson and Johnson: Stocks/Bonds (Public Company)|Merck and Co inc: Stocks/Bonds (Public Company)|Pfizer Inc.: Stocks/Bonds (Public Company)|Protagonist Therapeutics: Stocks/Bonds (Public Company)


Insights into global antimicrobial resistance dynamics through the sequencing of enteric bacteria from U.S. international travelers

January 2025

·

9 Reads

·

1 Citation

Antimicrobial resistance (AMR) is an urgent threat to public health, but gaps in surveillance limit the detection of emergent novel threats and knowledge about the global distribution of AMR genes. International travelers frequently acquire AMR organisms, and thus may provide a window into AMR dynamics in otherwise poorly monitored regions and environments. To assess the utility of travelers as global AMR sentinels, we collected pre- and post-travel stool samples from 608 travelers, which were screened for the presence of extended-spectrum beta-lactamase producing Enterobacterales, carbapenem-resistant Enterobacterales, and mcr-mediated colistin-resistant Enterobacterales. A total of 307 distinct AMR organisms were sequenced in order to determine genotypic patterns and their association with travel region and behavior. Travel-associated AMR organisms were overwhelmingly E. coli, which exhibited considerable phylogenetic diversity regardless of travel region. However, the prevalence of resistance genes varied by region, with bla CTX-M-55 and bla CTX-M-27 significantly more common in travelers returning from South America and South-Eastern Asia, respectively. Hybrid assembly and plasmid reconstruction revealed the genomic neighborhood of bla CTX-M-55 frequently matched a motif previously linked to animal populations. Contact with animals was also associated with virulence factors in acquired AMR organisms, including carriage of the ColV plasmid, a driver of avian pathogenic E. coli. We identified novel variants of the mcr-1 gene in strains acquired from Western Africa, highlighting the potential for traveler surveillance to detect emerging clinical threats. Ongoing efforts to track travel-acquired organisms could complement existing global AMR surveillance frameworks.


Vaccination Against Influenza and Pneumococcus During Pretravel Health Consultations in the United States: Interventions and Missed Opportunities

January 2025

·

5 Reads

Open Forum Infectious Diseases

Background Infections by Streptococcus pneumoniae and influenza viruses are vaccine-preventable diseases causing great morbidity and mortality. We evaluated pneumococcal and influenza vaccination practices during pre–international travel health consultations. Methods We evaluated data on pretravel visits over a 10-year period (1 July 2012 through 31 June 2022) from 31 sites in Global TravEpiNet (GTEN), a consortium of US healthcare facilities providing pretravel health consultations. Data were collected using an online structured questionnaire utilized by GTEN providers. We obtained summary statistics and performed multivariable logistic regression models to identify characteristics associated with receiving the vaccinations. Results At 116 865 pretravel visits, 28 754 (25%) travelers were eligible to receive pneumococcal vaccination and 56 150 (48%) travelers were eligible to receive influenza vaccination. A total of 19 557 (68%) pneumococcal vaccine–eligible travelers were not offered the vaccine at the pretravel visit. Among influenza vaccine–eligible travelers, 8592 (15%) were not offered the vaccine, and an additional 16 931 (30%) travelers declined the vaccine. Influenza vaccine was not available for 8014 (14%) eligible travelers. Nonadministration of the influenza vaccine was most frequent in the months of April through September. Compared to nonacademic centers or centers in the South or Midwest, travelers seen in academic centers or centers in the Northeast were more likely to receive either vaccine. Conclusions Increasing awareness of global influenza transmission patterns and improving access to routine vaccines at the pretravel encounter may enhance vaccination for respiratory pathogens in departing US international travelers.


Two distinct durable human class-switched memory B cell populations are induced by vaccination and infection

December 2024

·

61 Reads

Memory lymphocytes are durable cells that persist in the absence of antigen, but few human B cell subsets have been characterized in terms of durability. The relative durability of eight non-overlapping human B cell sub-populations covering 100% of all human class-switched B cells was interrogated. Only two long-lived B cell populations persisted in the relative absence of antigen. In addition to canonical germinal center-derived switched-memory B cells with an IgD ⁻ CD27 ⁺ CXCR5 ⁺ phenotype, a second, non-canonical, but distinct memory population of IgD ⁻ CD27 ⁻ CXCR5 ⁺ DN1 B cells was also durable, exhibited a unique TP63 -linked transcriptional and anti-apoptotic signature, had low levels of somatic hypermutation, but was more clonally expanded than canonical switched-memory B cells. DN1 B cells likely evolved to preserve immunological breadth and may represent the human counterparts of rodent extrafollicular memory B cells that, unlike canonical memory B cells, can enter germinal centers and facilitate B cell and antibody evolution. Graphical Abstract




Figure 1. A, Prevalence of intestinal Kp colonization in 3 age groups (<5 y, 5-17 y, ≥18 y) using culture-based methods (black) and qPCR assay (combined black and white). No significant differences in Kp colonization were observed between time points. B, Kp relative abundance by Kp qPCR in 3 age groups, with significance (*P = .03 by t-test) in the comparison between <5 years versus ≥18 years.
Figure 2. Comparative colony forming units (CFU)/mL of Kp in standing water samples (n = 23/27) and household water samples (n = 21/33).
High Prevalence of Carbapenem-resistant Klebsiella Pneumoniae in Fecal and Water Samples in Dhaka, Bangladesh

October 2024

·

35 Reads

Open Forum Infectious Diseases

We evaluated Klebsiella pneumoniae (Kp) gut carriage in healthy, unrelated adults and children living in separate households in Dhaka, Bangladesh. Average Kp prevalence in stool samples ranged from 61% in young children (15/25) to 81% in adults (21/26), with significantly higher abundance in adults (p = 0.03, t-test). Kp was also prevalent in household water (64%, 21/33) and standing water (85%, 23/27). The presence of Kp in household water was not strongly linked to stool Kp abundance among household members. Antimicrobial resistance was notable: 9% (6/69) of stool and 16% (7/44) of water isolates exhibited multi-drug resistance. Carbapenem resistance was observed in 12% of stool isolates (8/69) and 14% of water isolates (6/44). These findings underscore the commonality of Kp in human and environmental reservoirs in Dhaka, Bangladesh, and highlight the emergence of drug-resistant Kp beyond healthcare settings.


Citations (60)


... 20 A recent preprint by Sridhar et al. also found mcr-mediated colistin-resistant Enterobacterales in metagenomes from post-travel stool samples, with the highest associations found among travelers to South America and South-Eastern Asia. 21 Here, mcr-1 also showed significant associations with the presence of Hispanic/Latino and Asian populations. In the U.S., high cost of healthcare and lack of insurance in low-income populations can be a crucial reason for international travel. ...

Reference:

Wastewater surveillance reveals patterns of antibiotic resistance across the United States
Insights into global antimicrobial resistance dynamics through the sequencing of enteric bacteria from U.S. international travelers

... The microorganisms cling to dust particles, water droplets, and respiratory particles in the atmosphere. When a microorganism is breathed, comes into contact with mucous membranes, or is touched and its secretions remain on a surface, illness results [1]. ...

Copyright Page
  • Citing Chapter
  • May 2023

... Climate change is expected to influence infectious diseases patterns globally [40]. Better understanding the impact of climate on AGE seasonality is key to preparing prevention efforts and predicting future shifts in AGE burden and seasonality as the climate warms. ...

Infectious Diseases in a Changing Climate
  • Citing Article
  • March 2024

JAMA The Journal of the American Medical Association

... Notably, in the early 20th century, Russian scientist A. Bezredka demonstrated the high protective potential, safety, and ease of use of an oral cholera vaccine during cholera outbreaks in India [5]. Despite this early success, the oral cholera vaccine Dukoral was not licensed until 1991 [6]. ...

Cholera toxin and O-specific polysaccharide immune responses after oral cholera vaccination with Dukoral in different age groups of Bangladeshi participants

... Recent studies have also shown that mRNA vaccines induce high IgG4 levels specific to SARS-CoV-2 antigens [115,116]. A shift toward spike-specific IgG4 has been observed with additional booster vaccinations [86,115,116]. ...

Appearance of tolerance-induction and non-inflammatory SARS-CoV-2 spike-specific IgG4 antibodies after COVID-19 booster vaccinations

... Recent explorations into the human gut microbiome have captured widespread interest due to its complex composition, functional capabilities, and significant influence on human health and disease states 1,2 . The surge in research activity is largely attributed to advancements in next-generation sequencing (NGS) technologies, which have transformed our ability to discern gut microbiota variances associated with a broad range of diseases such as cancer 3 , obesity 4 , diabetes 5 , inflammatory bowel diseases (IBD) 6,7 , neurological disorders 8 , and antibiotics resistance 9,10 . These technological advances have enabled large-scale population studies, providing deeper insights into the epidemiology of infectious diseases 11 and facilitating the analysis of extensive microbiome datasets 12,13 . ...

Gut microbiome perturbation, antibiotic resistance, and Escherichia coli strain dynamics associated with international travel: a metagenomic analysis
  • Citing Article
  • October 2023

The Lancet Microbe

... Notably, although Kp is a common pathogen in community-acquired infection (CAI), it more often causes infections in hospital settings 5 . Interestingly, two different Kp pathotypes, classical Kp (cKp) and hypervirulent Kp (HVKp), each with distinct genotypic and phenotypic characteristics, are emerging 6,7 . ...

Clinical and Genomic Characterization of a Cohort of Patients With Klebsiella pneumoniae Bloodstream Infection
  • Citing Article
  • August 2023

Clinical Infectious Diseases

... Travel facilitates the transmission of influenza viruses, especially in the setting of mass gatherings, air and cruise ship travel, with the greatest risk occurring in the extremes of age and in the immunocompromised traveller and in travellers with chronic cardiorespiratory illnesses. Pre-travel advice and preventative measures, including seasonal influenza vaccination, are discussed in detail in authoritative reviews published in the travel medicine literature [29,30]. ...

Influenza: seasonality and travel-related considerations
  • Citing Article
  • August 2023

Journal of Travel Medicine

... This capability allows for timely interventions and better health outcomes for travelers. Furthermore, Machoko emphasizes that mobile applications can provide vital information regarding immunization requirements and foreign drug equivalents, which are critical for travelers to make informed health decisions (Machoko, 2023). The integration of GPS technology in these applications also enhances their functionality by enabling location tracking, which can be particularly useful in monitoring health trends and outbreaks in specific regions (Clouse et al., 2023). ...

Knowledge, attitudes and practices regarding the use of mobile travel health apps

Journal of Travel Medicine

... Regarding MDR-GNB colonisation, we found an association with travel to Asia. This has been shown in various other studies and seems to be an expression of a high colonisation pressure deriving from high MDR-GNB prevalence in the general population in that region [25,41,42]. Further, we found an association between cancerous diseases and VRE colonisation. ...

Development of a prediction model for the Acquisition of Extended Spectrum Beta-Lactam Resistant Organisms in U.S. international travellers

Journal of Travel Medicine