- Book Chapter
- 10.1017/9781009466592.008
Upgrades in the Age of Generative AI
- Feb 05, 2026
- Evan Selinger + 1 more +1
Publications from 2021 to 2026
Showing 10 of 36 papers
Upgrades in the Age of Generative AI
Home Security Upgrades
The Crypto Con
A Scalpel, Not a Sword: The Case for Narrow Medical Sanctions
Detection of pathogenic bacteria in ticks from Isiolo and Kwale counties of Kenya using metagenomics
Abstract Ticks are arachnid ectoparasites which rank second only to mosquitoes in the transmission of human diseases including bacteria responsible for anaplasmosis, ehrlichiosis, spotted fevers, and Lyme disease among other febrile illnesses. Due to paucity of data on bacteria transmitted by ticks in Kenya, this study undertook a bacterial metagenomic-based characterization of ticks collected from Isiolo, a semi-arid pastoralist County in Eastern Kenya, and Kwale, a coastal County with monsoon climate on the southern Kenyan border with Tanzania. A total of 2,918 ticks belonging to 3 genera and 10 species were pooled and screened in this study. Tick identification was confirmed through the sequencing of Cytochrome C Oxidase Subunit 1 (COI) gene. Bacterial 16S rRNA gene PCR amplicons obtained from the above samples were sequenced using the MinION (Oxford Nanopore Technologies) platform. The resulting reads were demultiplexed in Porechop, followed by trimming and filtering in Trimmomatic before clustering using Qiime2-VSearch. A SILVA database pretrained naïve Bayes classifier was used to taxonomically classify the Operational Taxonomic Units (OTUs). The bacteria of clinical interest detected in pooled tick assays were as follows:Rickettsia spp.59.43% of pools,Coxiella burnetii37.88%,Proteus mirabilis5.08%,Cutibacterium acnes6.08% andCorynebacterium ulcerans2.43%. These bacteria are responsible for spotted fevers, query fever (Q-fever), urinary tract infections, skin and soft tissue infections, eye infections and diphtheria-like infections in humans, respectively.P. mirabilis, C. acnesandC. ulceranswere detected only in Isiolo. Additionally, COI sequences allowed for the identification ofRickettsiaandCoxiellaspecies to strain level in some of the pools. Diversity analysis revealed that the tick genera had high levels of Alpha diversity but the differences between the microbiomes of the three tick genera studied were not significant. The detection ofCutibacterium acnes, commonly associated with human skin flora suggests that the ticks may have contact with humans potentially exposing them to bacterial infections. The findings in this study highlight the need for further investigation into the viability of these bacteria and the competency of ticks to transmit them. Clinicians in these high-risk areas also need to be appraised for them to include Rickettsial diseases and Q-fever as part of their differential diagnosis.
Read moreHealth Promotion, Health Protection, and Disease Prevention: Challenges and Opportunities in a Dynamic Landscape
Cervical cancer screening compliance among active duty service members in the US military
Previous research suggests active duty service members (ADSM) experience higher rates of human papilloma virus infection and cervical dysplasia, which puts them at greater risk for cervical cancer. The current study examined crude rates and correlates of cervical cancer screening compliance in 2003–2015 among screening-eligible ADSM in the Millennium Cohort Study (MCS). Data were drawn from the MCS, Defense Manpower Data Center, and Military Health System Data Repository. Screening eligibility and compliance were calculated each year and initial analyses examined crude rates of compliance. Generalized estimating equations were calculated to determine whether sociodemographic, military, and mental/behavioral health covariates were associated with cervical cancer screening compliance. A majority of participants were 21–29 years old (79.4%), non-Hispanic White (60.6%), and enlisted (82.2%). Crude rates of cervical cancer screening compliance increased from 2003 (61.2%) to 2010 (83.1%), and then declined from 2010 to 2015 (59.8%). Older ADSM and those who had a history of deployment had lower odds of screening compliance. ADSM in the Air Force and those in healthcare occupations had higher odds of screening compliance. Study findings suggest that cervical cancer screening compliance is declining among ADSM. Interventions to improve screening should target groups with lower screening compliance.
Read moreHPV-Related Cancers: A Growing Threat to U.S. Military Health and Readiness.
The incidence of human papillomavirus (HPV) related cancers is growing in the United States. Active duty service members (ADSM) have higher rates of HPV infection than civilians and are therefore at greater risk of developing HPV-related cancers. The purpose of this commentary is to examine the burden of HPV-related cancers in ADSM. The current HPV vaccination and cervical cancer screening uptake rates of U.S. ADSM are presented, including a literature review of military-focused studies on HPV vaccination and cervical cancer screenings. We provide directions for future research, interventions, and policy recommendations to improve HPV-related cancer prevention among ADSM.
Read moreRecommended reporting items for epidemic forecasting and prediction research: The EPIFORGE 2020 guidelines.
BackgroundThe importance of infectious disease epidemic forecasting and prediction research is underscored by decades of communicable disease outbreaks, including COVID-19. Unlike other fields of medical research, such as clinical trials and systematic reviews, no reporting guidelines exist for reporting epidemic forecasting and prediction research despite their utility. We therefore developed the EPIFORGE checklist, a guideline for standardized reporting of epidemic forecasting research.Methods and findingsWe developed this checklist using a best-practice process for development of reporting guidelines, involving a Delphi process and broad consultation with an international panel of infectious disease modelers and model end users. The objectives of these guidelines are to improve the consistency, reproducibility, comparability, and quality of epidemic forecasting reporting. The guidelines are not designed to advise scientists on how to perform epidemic forecasting and prediction research, but rather to serve as a standard for reporting critical methodological details of such studies.ConclusionsThese guidelines have been submitted to the EQUATOR network, in addition to hosting by other dedicated webpages to facilitate feedback and journal endorsement.
Read moreA prospective observational study describing severity of acquired diarrhea among U.S. military and Western travelers participating in the Global Travelers’ Diarrhea Study
BackgroundTravelers’ diarrhea (TD) is one of the most common illnesses affecting modern-day travelers, including military personnel. Previous work has shown that afflicted travelers may alter their itineraries and be confined to bed rest due to symptoms, and military personnel may become incapable of completing operational requirements. Examination of signs, symptoms, and severity of diarrheagenic pathogens can inform clinical diagnosis and prioritization of future surveillance and research activities. MethodsUtilizing a global laboratory network, culture and molecular testing were performed in parallel at each site on a group of core pathogens, and definitions for acute diarrhea (AD), severe AD, acute gastroenteritis (AGE), and severe AGE were determined using data elements in the modified Vesikari scale. We included 210 cases of TD reporting all variables of interest in our severity assessment analysis. ResultsOut of all cases, 156/210 (74%) met criteria for severe AD and 35/210 (17%) for severe AGE. Examination of severity by pathogen revealed that, at non-military sites, 17/19 (89%) of enteropathogenic Escherichia coli (E. coli) (EPEC) infections, 28/32 (88%) of enterotoxigenic E. coli (ETEC) infections, and 13/15 (87%) of Shigella/enteroinvasive E. coli (EIEC) infections resulted in severe AD cases. At the military site, all infections of ETEC (6/6), Shigella-EIEC (4/4), and enteroaggregative E. coli (EAEC) resulted in AD. Norovirus infections at non-military and military sites resulted in 27% (14/51) and 33% (3/9) severe AGE cases, respectively. ConclusionsThis study found a high percentage of participants enrolled at both military and non-military sites experienced severe AD with concerning numbers of severe cases at non-military sites reporting hospitalization and reductions in performance. Since travelers with mild TD symptoms are less likely to present to health care workers than those with more severe TD, there is a potential selection bias in this study that may have overestimated the proportion of more severe outcomes among all individuals who could have participated in the GTD study. Future research should examine other covariates among pathogen and host, such as treatment and comorbid conditions, that may contribute to the presence of signs and symptoms and their severity.
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