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Search Results (513)

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Keywords = HIV knowledge

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18 pages, 1311 KiB  
Review
Super-Resolution Microscopy in the Structural Analysis and Assembly Dynamics of HIV
by Aiden Jurcenko, Olesia Gololobova and Kenneth W. Witwer
Appl. Nano 2025, 6(3), 13; https://doi.org/10.3390/applnano6030013 - 31 Jul 2025
Abstract
Super-resolution microscopy (SRM) has revolutionized our understanding of subcellular structures, including cell organelles and viruses. For human immunodeficiency virus (HIV), SRM has significantly advanced knowledge of viral structural biology and assembly dynamics. This review analyzes how SRM techniques (particularly PALM, STORM, STED, and [...] Read more.
Super-resolution microscopy (SRM) has revolutionized our understanding of subcellular structures, including cell organelles and viruses. For human immunodeficiency virus (HIV), SRM has significantly advanced knowledge of viral structural biology and assembly dynamics. This review analyzes how SRM techniques (particularly PALM, STORM, STED, and SIM) have been applied over the past decade to study HIV structural components and assembly. By categorizing and comparing studies based on SRM methods, HIV components, and labeling strategies, we assess the strengths and limitations of each approach. Our analysis shows that PALM is most commonly used for live-cell imaging of HIV Gag, while STED is primarily used to study the viral envelope (Env). STORM and SIM have been applied to visualize various components, including Env, capsid, and matrix. Antibody labeling is prevalent in PALM and STORM studies, targeting Env and capsid, whereas fluorescent protein labeling is mainly associated with PALM and focused on Gag. A recent emphasis on Gag and Env points to deeper investigation into HIV assembly and viral membrane dynamics. Insights from SRM studies of HIV not only enhance virological understanding but also inform future research in therapeutic strategies and delivery systems, including extracellular vesicles. Full article
(This article belongs to the Collection Review Papers for Applied Nano Science and Technology)
28 pages, 385 KiB  
Review
Optimizing Immunization Strategies for Individuals Living with HIV: A Review of Essential Vaccines, Vaccine Coverage, and Adherence Factors
by Lina M. Würfel, Anja Potthoff, Adriane Skaletz-Rorowski, Sandeep Nambiar and Nessr Abu Rached
Vaccines 2025, 13(8), 798; https://doi.org/10.3390/vaccines13080798 - 28 Jul 2025
Viewed by 247
Abstract
Human immunodeficiency virus (HIV) infection remains a major challenge in global health. In recent years, vaccines have emerged as an important tool for the treatment and prevention of HIV-related complications. This review article addresses the evolving landscape of vaccines for people living with [...] Read more.
Human immunodeficiency virus (HIV) infection remains a major challenge in global health. In recent years, vaccines have emerged as an important tool for the treatment and prevention of HIV-related complications. This review article addresses the evolving landscape of vaccines for people living with HIV (PLWH), evaluating current vaccination strategies for standard vaccines and travel vaccines in PLWH compared to the general population and offering a summary of the current recommended vaccines. It evaluates studies for vaccine effectiveness and safety and discusses methods to improve vaccination rates among PLWH. Systematic research was carried out using keywords. We address the current state of knowledge and highlight areas for future research and development. Full article
(This article belongs to the Section HIV Vaccines)
27 pages, 4307 KiB  
Review
Subtype-Specific HIV-1 Protease and the Role of Hinge and Flap Dynamics in Drug Resistance: A Subtype C Narrative
by Dean Sherry, Zaahida Sheik Ismail, Tshele Mokhantso and Yasien Sayed
Viruses 2025, 17(8), 1044; https://doi.org/10.3390/v17081044 - 26 Jul 2025
Viewed by 463
Abstract
The HIV-1 aspartic protease is an effective target for the treatment of HIV/AIDS. Current therapy utilizes a selection of nine protease inhibitors (PIs) in combination with other classes of antiretroviral drugs. Although PIs were originally developed based on the knowledge of the HIV-1 [...] Read more.
The HIV-1 aspartic protease is an effective target for the treatment of HIV/AIDS. Current therapy utilizes a selection of nine protease inhibitors (PIs) in combination with other classes of antiretroviral drugs. Although PIs were originally developed based on the knowledge of the HIV-1 subtype B protease, the existence of other HIV-1 subtypes and the effects of drug resistance on currently available PIs have become a major challenge in the treatment of HIV/AIDS. Specifically, the HIV-1 subtype C accounts for more than half of the global HIV infections. Considering the importance and relevance of the subtype C virus, in this timely review we discuss the effect of polymorphisms in the HIV-1 subtype C protease on drug resistance, flap flexibility, and hinge region dynamics. We discuss novel paradigms of protease inhibition that attempt to overcome the limitations of currently available inhibitors which fall short considering genetic diversity and resistance mutations. Full article
(This article belongs to the Special Issue HIV Protease)
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15 pages, 762 KiB  
Article
Evaluating the Linkage Between Resistin and Viral Seropositivity in Psoriasis: Evidence from a Tertiary Centre
by Habeeb Ali Baig, Waseema Sultana, Mohamed Soliman, Dhaifallah Alenizi, Awwad Alenezy, Srinath Mote, Ahmed M. S. Hegazy, Bader Khalid Alanazi, Mansour Srhan Alanazi, Yousef Albedaiwi and Nawal Salama Gouda
Life 2025, 15(7), 1054; https://doi.org/10.3390/life15071054 - 30 Jun 2025
Viewed by 436
Abstract
Psoriasis, a chronic immune-mediated inflammatory skin disorder, presents complex pathogenetic mechanisms potentially influenced by viral infections. This comprehensive study explored the possible interplay of resistance and viral infections among psoriasis patients using serological screening techniques. The investigation involved 90 patients aged 23–45 years, [...] Read more.
Psoriasis, a chronic immune-mediated inflammatory skin disorder, presents complex pathogenetic mechanisms potentially influenced by viral infections. This comprehensive study explored the possible interplay of resistance and viral infections among psoriasis patients using serological screening techniques. The investigation involved 90 patients aged 23–45 years, systematically examining viral seropositivity for HSV (herpes simplex virus), HZ (herpes zoster), HBV (hepatitis B virus), HIV (human immunodeficiency virus), and HCV (hepatitis C virus) through ELISA testing. The findings revealed notable active or recent viral infection rates: 8.9% HSV positivity, 2.2% HZ antibody detection, 4.4% HCV positivity, and 4.4% HIV positivity. The research can contribute to current knowledge gaps, broaden the knowledge regarding the relationship between psoriasis and viral infection, and assess resistance, as it can mediate the interaction. The results can lead to improved diagnosis, treatment, and patient care options. This study emphasizes the importance of thorough viral testing for psoriasis patients, as well as focused therapeutic regimens that take into account viral co-infections. It elucidates the complex networks of biological relationships between immune factors, contributes information that is critical to our understanding of the multifactorial etiology of psoriasis, and concludes with a strong argument for investigating the mechanisms of viral involvement in this chronic-relapsing inflammatory disease. Full article
(This article belongs to the Special Issue Innovative Approaches in Dermatological Therapies and Diagnostics)
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28 pages, 2337 KiB  
Review
Narrative Review on the Management of Neck of Femur Fractures in People Living with HIV: Challenges, Complications, and Long-Term Outcomes
by Yashar Mashayekhi, Chibuchi Amadi-Livingstone, Abdulmalik Timamy, Mohammed Eish, Ahmed Attia, Maria Panourgia, Dushyant Mital, Oliver Pearce and Mohamed H. Ahmed
Microorganisms 2025, 13(7), 1530; https://doi.org/10.3390/microorganisms13071530 - 30 Jun 2025
Viewed by 502
Abstract
Neck of femur (NOF) fractures are a critical orthopaedic emergency with a high morbidity and mortality prevalence, particularly in people living with Human Immunodeficiency Virus (PLWHIV). A combination of HIV infection, combined antiretroviral therapy (cART), and compromised bone health further increases the risk [...] Read more.
Neck of femur (NOF) fractures are a critical orthopaedic emergency with a high morbidity and mortality prevalence, particularly in people living with Human Immunodeficiency Virus (PLWHIV). A combination of HIV infection, combined antiretroviral therapy (cART), and compromised bone health further increases the risk of fragility fractures. Additionally, HIV-related immune dysfunction, cART-induced osteoporosis, and perioperative infection risks further pose challenges in ongoing surgical management. Despite the rising global prevalence of PLWHIV, no specific guidelines exist for the perioperative and post-operative care of PLWHIV undergoing NOF fracture surgery. This narrative review synthesises the current literature on the surgical management of NOF fractures in PLWHIV, focusing on pre-operative considerations, intraoperative strategies, post-operative complications, and long-term outcomes. It also explores infection control, fracture healing dynamics, and ART’s impact on surgical outcomes while identifying key research gaps. A systematic database search (PubMed, Embase, Cochrane Library) identified relevant studies published up to February 2025. Inclusion criteria encompassed studies on incidence, risk factors, ART impact, and NOF fracture outcomes in PLWHIV. Data were analysed to summarise findings and highlight knowledge gaps. Pre-operative care: Optimisation involves assessing immune status (namely, CD4 counts and HIV-1 viral loads), bone health, and cART to minimise surgical risk. Immunodeficiency increases surgical site and periprosthetic infection risks, necessitating potential enhanced antibiotic prophylaxis and close monitoring of potential start/switch/stopping of such therapies. Surgical management of neck of femur (NOF) fractures in PLWHIV should be individualised based on fracture type (intracapsular or extracapsular), age, immune status, bone quality, and functional status. Extracapsular fractures are generally managed with internal fixation using dynamic hip screws or intramedullary nails. For intracapsular fractures, internal fixation may be appropriate for younger patients with good bone quality, though there is an increased risk of non-union in this group. Hemiarthroplasty is typically favoured in older or frailer individuals, offering reduced surgical stress and lower operative time. Total hip arthroplasty (THA) is considered for active patients or those with pre-existing hip joint disease but carries a higher infection risk in immunocompromised individuals. Multidisciplinary evaluation is critical in guiding the most suitable surgical approach for PLWHIV. Importantly, post-operative care carries the risk of higher infection rates, requiring prolonged antibiotic use and wound surveillance. Antiretroviral therapy (ART) contributes to bone demineralisation and chronic inflammation, increasing delayed union healing and non-union risk. HIV-related frailty, neurocognitive impairment, and socioeconomic barriers hinder rehabilitation, affecting recovery. The management of NOF fractures in PLWHIV requires a multidisciplinary, patient-centred approach ideally comprising a team of Orthopaedic surgeon, HIV Physician, Orthogeriatric care, Physiotherapy, Occupational Health, Dietitian, Pharmacist, Psychologist, and related Social Care. Optimising cART, tailoring surgical strategies, and enforcing strict infection control can improve outcomes. Further high-quality studies and randomised controlled trials (RCTs) are essential to develop evidence-based guidelines. Full article
(This article belongs to the Section Virology)
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43 pages, 3064 KiB  
Review
Cardiac Glycosides: From Natural Defense Molecules to Emerging Therapeutic Agents
by Arturo Ponce, Catalina Flores-Maldonado and Ruben G. Contreras
Biomolecules 2025, 15(6), 885; https://doi.org/10.3390/biom15060885 - 17 Jun 2025
Viewed by 1335
Abstract
Cardiac glycosides (CGs), a class of plant- and animal-derived compounds historically used to treat heart failure, have garnered renewed interest for their diverse pharmacological properties beyond Na+/K+-ATPase (NKA) inhibition. Recent studies reveal that CGs modulate key signaling pathways—such as [...] Read more.
Cardiac glycosides (CGs), a class of plant- and animal-derived compounds historically used to treat heart failure, have garnered renewed interest for their diverse pharmacological properties beyond Na+/K+-ATPase (NKA) inhibition. Recent studies reveal that CGs modulate key signaling pathways—such as NF-κB, PI3K/Akt, JAK/STAT, and MAPK—affecting processes central to cancer, viral infections, immune regulation, and neurodegeneration. In cancer, CGs induce multiple forms of regulated cell death, including apoptosis, ferroptosis, pyroptosis, and immunogenic cell death, while also inhibiting angiogenesis, epithelial–mesenchymal transition, and cell cycle progression. They demonstrate broad-spectrum antiviral activity by disrupting viral entry, replication, and mRNA processing in viruses such as HSV, HIV, influenza, and SARS-CoV-2. Immunologically, CGs regulate Th17 differentiation via RORγ signaling, although both inhibitory and agonistic effects have been reported. In the nervous system, CGs modulate neuroinflammation, support synaptic plasticity, and improve cognitive function in models of Alzheimer’s disease, epilepsy, and multiple sclerosis. Despite their therapeutic potential, clinical translation is hindered by narrow therapeutic indices and systemic toxicity. Advances in drug design and nanocarrier-based delivery are critical to unlocking CGs’ full potential as multi-target agents for complex diseases. This review synthesizes the current knowledge on the emerging roles of CGs and highlights strategies for their safe and effective repurposing. Full article
(This article belongs to the Section Natural and Bio-derived Molecules)
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32 pages, 4050 KiB  
Article
The Application of Machine Learning Algorithms to Predict HIV Testing Using Evidence from the 2002–2017 South African Adult Population-Based Surveys: An HIV Testing Predictive Model
by Musa Jaiteh, Edith Phalane, Yegnanew A. Shiferaw, Haruna Jallow and Refilwe Nancy Phaswana-Mafuya
Trop. Med. Infect. Dis. 2025, 10(6), 167; https://doi.org/10.3390/tropicalmed10060167 - 14 Jun 2025
Viewed by 535
Abstract
There is a significant portion of the South African population with unknown HIV status, which slows down epidemic control despite the progress made in HIV testing. Machine learning (ML) has been effective in identifying individuals at higher risk of HIV infection, for whom [...] Read more.
There is a significant portion of the South African population with unknown HIV status, which slows down epidemic control despite the progress made in HIV testing. Machine learning (ML) has been effective in identifying individuals at higher risk of HIV infection, for whom testing is strongly recommended. However, there are insufficient predictive models to inform targeted HIV testing interventions in South Africa. By harnessing the power of supervised ML (SML) algorithms, this study aimed to identify the most consistent predictors of HIV testing in repeated adult population-based surveys in South Africa. The study employed four SML algorithms, namely, decision trees, random forest, support vector machines (SVM), and logistic regression, across the five cross-sectional cycles of the South African National HIV Prevalence, Incidence, and Behavior and Communication Survey (SABSSM) datasets. The Human Science Research Council (HSRC) conducted the SABSSM surveys and made the datasets available for this study. Each dataset was split into 80% training and 20% testing sets with a 5-fold cross-validation technique. The random forest outperformed the other models across all five datasets with the highest accuracy (80.98%), precision (81.51%), F1-score (80.30%), area under the curve (AUC) (88.31%), and cross-validation average (79.10%) in the 2002 data. Random forest achieved the highest classification performance across all the dates, especially in the 2017 survey. SVM had a high recall (89.12% in 2005, 86.28% in 2008) but lower precision, leading to a suboptimal F1-score in the initial analysis. We applied a soft margin to the SVM to improve its classification robustness and generalization, but the accuracy and precision were still low in most surveys, increasing the chances of misclassifying individuals who tested for HIV. Logistic regression performed well in terms of accuracy = 72.75, precision = 73.64, and AUC = 81.41 in 2002, and the F1-score = 73.83 in 2017, but its performance was somewhat lower than that of the random forest. Decision trees demonstrated moderate accuracy (73.80% in 2002) but were prone to overfitting. The topmost consistent predictors of HIV testing are knowledge of HIV testing sites, being a female, being a younger adult, having high socioeconomic status, and being well-informed about HIV through digital platforms. Random forest’s ability to analyze complex datasets makes it a valuable tool for informing data-driven policy initiatives, such as raising awareness, engaging the media, improving employment outcomes, enhancing accessibility, and targeting high-risk individuals. By addressing the identified gaps in the existing healthcare framework, South Africa can enhance the efficacy of HIV testing and progress towards achieving the UNAIDS 2030 goal of eradicating AIDS. Full article
(This article belongs to the Special Issue HIV Testing and Antiretroviral Therapy)
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9 pages, 395 KiB  
Case Report
Diagnostic and Treatment Challenges in the Clinical Curing of MRSA Coxitis in a Tetraplegic Immunocompromised Patient: A Case Report and Literature Review
by Egle Burbaite, Julija Lebedeva, Donatas Senkanec, Meida Rimkeviciene and Danguole Vaznaisiene
J. Clin. Med. 2025, 14(11), 3887; https://doi.org/10.3390/jcm14113887 - 1 Jun 2025
Viewed by 553
Abstract
Background/Objective: Coxitis is an inflammation of the hip joint, often resulting in pain and functional decline. It can be caused by various factors, including avascular necrosis, trauma, and infection. Methicillin-resistant Staphylococcus aureus (MRSA) poses a serious threat due to its resistance profile and [...] Read more.
Background/Objective: Coxitis is an inflammation of the hip joint, often resulting in pain and functional decline. It can be caused by various factors, including avascular necrosis, trauma, and infection. Methicillin-resistant Staphylococcus aureus (MRSA) poses a serious threat due to its resistance profile and destructive potential. To the best of our knowledge, there are limited studies on MRSA-induced purulent coxitis, specifically in patients with human immunodeficiency virus (HIV) and tetraplegia, making this case particularly valuable for expanding the understanding of this rare and complicated condition. The aim is to describe the clinical presentation, diagnostic workup, antimicrobial management, surgical intervention, and follow-up of a patient with an atypical hip joint infection. A brief literature review is also provided. Case Report: We report a case of suppurative coxitis caused by MRSA in a 38-year-old man with HIV disease and post-traumatic tetraplegia, which posed significant diagnostic and therapeutic challenges. The patient was diagnosed with MRSA bacteremia and suppurative coxitis after extensive work-up. Synovial fluid cultures were negative, likely due to previous antibiotic use. Targeted antimicrobial therapy was initiated based on blood culture and susceptibility testing. Surgical debridement and femoral head resection were performed. The patient showed progressive clinical and biochemical improvement with combined antimicrobial and surgical therapy. Conclusions: This case highlights the difficulty in diagnosing septic arthritis in patients with neurological disorders and immunosuppression, especially in the absence of classic symptoms. It emphasizes the importance of multidisciplinary care and early imaging in patients with persistent fever and unclear source of infection. Full article
(This article belongs to the Section Orthopedics)
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17 pages, 679 KiB  
Protocol
Perspectives of Primary Healthcare Workers on HIV Injectable Pre-Exposure Prophylaxis (PrEP): A Scoping Review Protocol
by Nomvuselelo Nomzamo Mbatha, Nomakhosi Mpofana and Dumile Gumede
Int. J. Environ. Res. Public Health 2025, 22(6), 830; https://doi.org/10.3390/ijerph22060830 - 24 May 2025
Viewed by 651
Abstract
South Africa continues to experience a high HIV prevalence, necessitating innovative prevention strategies aligned with the UNAIDS 95-95-95 targets. Long-acting injectable pre-exposure prophylaxis (PrEP), such as cabotegravir (CAB-LA), offers a promising alternative to daily oral regimens. However, the perspectives of primary healthcare workers [...] Read more.
South Africa continues to experience a high HIV prevalence, necessitating innovative prevention strategies aligned with the UNAIDS 95-95-95 targets. Long-acting injectable pre-exposure prophylaxis (PrEP), such as cabotegravir (CAB-LA), offers a promising alternative to daily oral regimens. However, the perspectives of primary healthcare workers (PHCWs)—key implementers of this intervention—remain underexplored. This scoping review aims to systematically map existing literature on PHCWs’ knowledge, awareness, perceptions, barriers, facilitators, and implementation experiences related to injectable PrEP within the South African healthcare context. The review will follow the Arksey and O’Malley framework, enhanced by Levac et al., and will be reported following PRISMA-ScR guidelines. A comprehensive search will be conducted across PubMed, Scopus, CINAHL (EBSCOhost), Web of Science, and Google Scholar, without language or date restrictions. The search strategy will employ both controlled vocabulary (e.g., MeSH and CINAHL Subject Headings) and free-text terms. Studies meeting the inclusion criteria will be managed using EndNote X20 and appraised using the Mixed Methods Appraisal Tool (MMAT) 2018 version. Data will be synthesized thematically and presented narratively and in tabular form. By consolidating PHCWs’ perspectives, this review will identify implementation challenges, training needs, and systemic barriers, informing the development of context-specific strategies for PrEP rollout. The findings are expected to support the design of effective, culturally relevant educational interventions and guide policymakers in strengthening HIV prevention efforts in high-burden settings. Full article
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10 pages, 1371 KiB  
Case Report
Vasculonecrotic Reaction Caused by Mycobacterium Lepromatosis Infection—A Case Report of an HIV/Leprosy-Coinfected Patient
by Fernando Amador-Lara, Jorge L. Mayorga-Garibaldi, Felipe J. Bustos-Rodríguez, Luz A. González-Hernández, Pedro Martínez-Ayala and Jaime F. Andrade-Villanueva
Infect. Dis. Rep. 2025, 17(3), 58; https://doi.org/10.3390/idr17030058 - 23 May 2025
Viewed by 521
Abstract
Background: Vasculonecrotic reactions in leprosy are typically associated with type 2 reactions. Differentiating between necrotizing erythema nodosum leprosum (nENL) and Lucio’s phenomenon (LP) can be difficult, as overlapping clinical and histopathological features have been reported. Mycobacterium lepromatosis, a recently identified species causing [...] Read more.
Background: Vasculonecrotic reactions in leprosy are typically associated with type 2 reactions. Differentiating between necrotizing erythema nodosum leprosum (nENL) and Lucio’s phenomenon (LP) can be difficult, as overlapping clinical and histopathological features have been reported. Mycobacterium lepromatosis, a recently identified species causing leprosy, has been sporadically linked to LP. While type 1 reactions are more commonly observed in HIV-coinfected individuals, reports of LP or ENL occurring outside the context of immune reconstitution inflammatory syndrome (IRIS) remain rare. Methods: We report a case of a vasculonecrotic leprosy reaction due to M. lepromatosis in an antiretroviral-naive patient with advanced HIV infection. Results: The patient presented with a two-month history of papules and nodules that progressed to painful necrotic ulcers, accompanied by systemic symptoms. Clinically, the presentation was consistent with nENL; however, histopathological analysis supported a diagnosis of LP. The patient rapidly deteriorated, developing septic shock and dying shortly thereafter. To our knowledge, this is the first reported case of a leprosy-associated vasculonecrotic reaction caused by M. lepromatosis in an HIV-infected individual not associated with IRIS. Conclusions: Vasculonecrotic reactions in leprosy are life-threatening emergencies due to their potential for rapid clinical deterioration and sepsis. In individuals with advanced HIV infection, recognition of these reactions may be challenging, as they can mimic other opportunistic infections, including fungal diseases, malignant syphilis, and disseminated mycobacterial infections. Early identification and prompt treatment are critical to improving outcomes. Full article
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16 pages, 600 KiB  
Article
Sexual and Reproductive Health Behaviors Among Young Black Women in the U.S. Before the COVID-19 Pandemic: Insights for Addressing Future Challenges in STI and Pregnancy Prevention Within Key Female Populations
by Laurenia C. Mangum and Jaih Craddock
Int. J. Environ. Res. Public Health 2025, 22(5), 793; https://doi.org/10.3390/ijerph22050793 - 17 May 2025
Viewed by 6369
Abstract
New STI/HIV diagnoses disproportionately impact U.S. Black cisgender women at higher rates compared to other racial/ethnic U.S. cisgender women. Biomedical HIV prevention interventions, such as HIV Pre-Exposure Prophylaxis, have demonstrated lower uptake among Black women. Given the need to further develop prevention interventions [...] Read more.
New STI/HIV diagnoses disproportionately impact U.S. Black cisgender women at higher rates compared to other racial/ethnic U.S. cisgender women. Biomedical HIV prevention interventions, such as HIV Pre-Exposure Prophylaxis, have demonstrated lower uptake among Black women. Given the need to further develop prevention interventions that meet the sexual and reproductive health (SRH) needs of U.S. Black women, this study aimed to identify and characterize condom use behaviors, sexual communication efficacy, and SRH healthcare utilization among sexually experienced young Black women (YBW) aged 18–25 (N = 206). Participants completed a self-administered questionnaire assessing sexual and conception vulnerability, sexual/reproductive healthcare utilization, and sexual communication efficacy. Descriptive statistics and univariate analyses were conducted to identify correlations in sexual and reproductive behaviors. The results showed that 32% of YBW used a condom during their last sexual encounter. Five distinct trends in condom use were identified, three of which included condomless vaginal/oral sex. YBW reported high levels of sexual communication with sexual partners and consistent engagement in sexual/reproductive health care, including abortion care. Young Black women have diverse sexual/reproductive health needs and require culturally responsive patient-centered clinical practices aimed at reducing STI/HIV rates and unintended pregnancies. Future research could examine healthcare providers’ understanding of Black women’s SRH priorities and assess how this knowledge aligns with or diverges from established clinical guidelines and best practices. Such inquiries could illuminate potential gaps in provider education and clinical practice, ultimately informing the development of care models that are both evidence-based and responsive to the lived experiences of young Black women. Full article
(This article belongs to the Special Issue Promoting Women's Sexual and Reproductive Health)
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18 pages, 4321 KiB  
Article
Integrating Equation Coding with Residual Networks for Efficient ODE Approximation in Biological Research
by Ziyue Yi
Math. Comput. Appl. 2025, 30(3), 47; https://doi.org/10.3390/mca30030047 - 27 Apr 2025
Viewed by 985
Abstract
Biological research traditionally relies on experimental methods, which can be inefficient and hinder knowledge transfer due to redundant trial-and-error processes and difficulties in standardizing results. The complexity of biological systems, combined with large volumes of data, necessitates precise mathematical models like ordinary differential [...] Read more.
Biological research traditionally relies on experimental methods, which can be inefficient and hinder knowledge transfer due to redundant trial-and-error processes and difficulties in standardizing results. The complexity of biological systems, combined with large volumes of data, necessitates precise mathematical models like ordinary differential equations (ODEs) to describe interactions within these systems. However, the practical use of ODE-based models is limited by the need for curated data, making them less accessible for routine research. To overcome these challenges, we introduce LazyNet, a novel machine learning model that integrates logarithmic and exponential functions within a Residual Network (ResNet) to approximate ODEs. LazyNet reduces the complexity of mathematical operations, enabling faster model training with fewer data and lower computational costs. We evaluate LazyNet across several biological applications, including HIV dynamics, gene regulatory networks, and mass spectrometry analysis of small molecules. Our findings show that LazyNet effectively predicts complex biological phenomena, accelerating model development while reducing the need for extensive experimental data. This approach offers a promising advancement in computational biology, enhancing the efficiency and accuracy of biological research. Full article
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11 pages, 619 KiB  
Systematic Review
Pneumocystis Infection in Pregnant Women: A Scoping Review
by Irene Calderón-Baturone, Rocío Salsoso, Elena Charpentier, Yaxsier de Armas, Pilar Guadix, Rubén Morilla, Enrique J. Calderón and Vicente Friaza
J. Fungi 2025, 11(4), 327; https://doi.org/10.3390/jof11040327 - 20 Apr 2025
Viewed by 603
Abstract
Pneumocystis jirovecii is an opportunistic fungus that causes severe pneumonia in immunosuppressed individuals. While Pneumocystis colonization, a subclinical form of infection, has been studied in different populations, its implications during pregnancy remain poorly understood. Given the immune modulation of pregnancy, maternal colonization or [...] Read more.
Pneumocystis jirovecii is an opportunistic fungus that causes severe pneumonia in immunosuppressed individuals. While Pneumocystis colonization, a subclinical form of infection, has been studied in different populations, its implications during pregnancy remain poorly understood. Given the immune modulation of pregnancy, maternal colonization or infection may contribute to vertical transmission and neonatal respiratory complications. This scoping review aims to map the existing evidence on Pneumocystis colonization/infection during pregnancy, identifying knowledge gaps, prevalence, risk factors, and potential neonatal outcomes. A systematic literature search was conducted in three databases following PRISMA-ScR guidelines. A total of 26 studies were included, covering Pneumocystis pneumonia cases (n = 19) and Pneumocystis colonization (n = 7). The review found that most Pneumocystis pneumonia cases in pregnant women were associated with HIV before antiretroviral therapy. More recent cases were related to hematologic malignancies. Pneumocystis colonization rates varied widely (5.4–46.5%). Evidence of vertical transmission was observed, but neonatal impact remains underexplored. This review highlights the need for HIV screening in pregnant women and the need to include Pneumocystis in the diagnosis of pregnant women with pneumonia. Increased awareness and research on Pneumocystis in pregnancy are necessary to improve maternal and neonatal outcomes. Future studies should focus on vertical transmission and neonatal respiratory health. Full article
(This article belongs to the Special Issue Fungal Infections: New Challenges and Opportunities, 3rd Edition)
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16 pages, 1519 KiB  
Review
What Has Been Studied About Attitudes and Social Stigma Towards HIV/AIDS? A Global Bibliometric Study with Correlations on Global Health HIV-Related Indicators
by Yelson Alejandro Picón-Jaimes, Ivan David Lozada-Martinez, Mar Rosàs Tosas, Juan Tiraboschi, Ornella Fiorillo-Moreno and Valmore Bermúdez
Healthcare 2025, 13(8), 891; https://doi.org/10.3390/healthcare13080891 - 13 Apr 2025
Viewed by 1019
Abstract
Introduction: This study aimed to assess, through health metrics and bibliometric analysis, the global research on attitudes and social stigma of people living with HIV/AIDS and to identify research findings, gaps, and future directions. Methods: A cross-sectional bibliometric study was conducted through a [...] Read more.
Introduction: This study aimed to assess, through health metrics and bibliometric analysis, the global research on attitudes and social stigma of people living with HIV/AIDS and to identify research findings, gaps, and future directions. Methods: A cross-sectional bibliometric study was conducted through a structured search in different databases. Fifteen thousand four hundred and ninety-six documents were found between 1981 and 2024. Results: 83.5% were original articles, and international co-authorship was 30.66%. Since 2000, there has been an increase in research on HIV/AIDS attitudes and social stigma. The United States is the most prolific country worldwide (n = 7837 publications; 50.5%), with the highest number of prolific institutions (n = 4/5), as well as the greatest influence and relevance in research (h-index 170). The most studied topics worldwide are social support and social psychology concerning homosexuality, middle age, and youth in people living with HIV/AIDS. There was no significant correlation between the volume of publications, countries’ income levels, and the most prolific geographic regions with adult HIV prevalence, overall HIV incidence and prevalence, or antiretroviral therapy coverage in people living with HIV (p > 0.05 for all cases). Conclusions: Over the past two decades, research has shifted from human rights, legal rights, and ethics to attitudes toward healthcare, with the recent interest in pre-exposure prophylaxis, gender minorities, and intersectional stigma. The absence of strong correlations between publications volume and global health HIV-related indicators underscores the necessity of translating evidence into actionable strategies to reduce stigma and improve health outcomes. Full article
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23 pages, 358 KiB  
Article
Consistency of Condom Use with Lubricants and Associated Factors Among Men Who Have Sex with Men in Ghana: Evidence from Integrated Bio-Behavioral Surveillance Survey
by Ratif Abdulai, Edith Phalane, Kyeremeh Atuahene, Isaiah Doe Kwao, Rita Afriyie, Yegnanew A. Shiferaw and Refilwe Nancy Phaswana-Mafuya
Int. J. Environ. Res. Public Health 2025, 22(4), 599; https://doi.org/10.3390/ijerph22040599 - 11 Apr 2025
Viewed by 824
Abstract
Several studies conducted worldwide have reported on the effectiveness of consistent condom use with lubricants in preventing HIV transmission and acquisition; however, men who have sex with men (MSM) in Ghana continue to be disproportionately affected by the HIV burden. They are stigmatized, [...] Read more.
Several studies conducted worldwide have reported on the effectiveness of consistent condom use with lubricants in preventing HIV transmission and acquisition; however, men who have sex with men (MSM) in Ghana continue to be disproportionately affected by the HIV burden. They are stigmatized, discriminated against, and criminalized, leading to social isolation, reduced access to health care, and inadequate targeted interventions. The dissemination of HIV prevention tools such as condoms and lubricants is also mainly focused on the general population, and this approach overlooks the specific needs and vulnerabilities of MSM. This study aimed to determine the prevalence and associated factors of consistent condom use with lubricants among MSM in Ghana. We analyzed cross-sectional data from the Ghana Men’s Study II dataset involving 4095 MSM aged 18 years and above. De-identified data were imported into STATA (College Station, TX, USA, software version 17) for data analysis. Descriptive analysis was performed to describe relevant characteristics of the study population. Multivariable logistic regression analysis was performed for significant variables in bivariate analysis to determine the associated factors of consistent condom use with lubricants. All the statistical analyses were performed at a 95% confidence interval, with significant differences at p < 0.05. The prevalence of consistent condom use with lubricants during penetrative anal sex was highest with male partners (44.9%), followed by female partners (40.0%), and all sexual partners (38.9%), respectively. In multivariable logistic regression analysis, having a senior high school education (AOR: 1.76; 95% CI: 0.88–3.12, p = 0.039), tertiary education or higher (AOR: 2.24; 95% CI: 0.86–3.23, p = 0.041), being an insertive sex partner (AOR: 1.26; 95% CI: 1.02–1.56, p = 0.029), being a sex worker (AOR: 1.41; 95% CI: 1.00–1.98, p = 0.048), buying sex from other males (AOR: 1.32; 95% CI: 1.03–1.70, p = 0.027), being a light drinker (AOR: 0.54; 95% CI: 0.42–0.68, p < 0.001), being a moderate drinker (AOR: 0.48; 95% CI: 0.30–0.78, p = 0.003), and possessing good HIV knowledge (AOR: 1.79; 95% CI: 1.46–2.20, p < 0.001) had higher odds of consistent condom use with lubricants. Being Islamic (AOR: 0.65; 95% CI: 0.49–0.87, p = 0.004), having a low income (AOR: 0.57; 95% CI: 0.42–0.77, p < 0.001), and easy access (AOR: 0.52; 95% CI: 0.37–0.72, p < 0.001) to condoms were positively associated with consistent condom use. This study found a low prevalence of consistent condom use with lubricants among the MSM population in Ghana. The study also found a range of socio-demographic, behavioral, and structural factors associated with consistent condom use with lubricants. This calls for very specific and unique public health interventions, such as developing a predictive model to identify and mitigate barriers to consistent condom use with lubricants. Full article
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