ABSTRACT
BACKGROUND: Digital competencies are more and more required in everyday work, and training future healthcare professionals in digital health is highly important. OBJECTIVE: Aim of this study was to assess medical students' gain of knowledge by participation in a teaching module "Digital Health", and to evaluate their attitudes towards digital health and its role in medical education. METHODS: Students of the module were asked to complete a questionnaire and a multiple-choice-test before and after completing the classes. Students of the same educational level in different modules served as reference group. RESULTS: 34 students took part (n= 17 "Digital Health group"; n= 17 "reference group"). There was no significant difference in pre-existing knowledge between the groups. After having completed the module, participants reached significantly higher scores, compared to their preexisting knowledge (p< 0.05) and the reference group (p< 0.05). Most students found that digital medicine is not sufficiently represented in undergraduate medical education, but will influence everyday work of physicians in the next five years. CONCLUSIONS: Students showed a high awareness for the impact of digital health on physicians' work. The results suggest that the format can sufficiently transfer knowledge about digital health. Teaching of digital knowledge and competencies should be firmly implemented into medical education to form digitally competent future doctors.
Subject(s)
Education, Medical, Undergraduate , Students, Medical , Humans , Education, Medical, Undergraduate/methods , Surveys and Questionnaires , Educational Status , CurriculumABSTRACT
BACKGROUND: The COVID-19 pandemic has not only brought many aspects of disaster medicine into everyday awareness but also led to a massive change in medical teaching due to the necessity of contact restrictions. This study aimed to evaluate student acceptance of a curricular elective module on disaster and deployment medicine over a 5-year period and to present content adjustments due to COVID-19 restrictions. METHODS: Since 2016, 8 semesters of the curricular elective module took place in face-to-face teaching (pre-COVID-19 group). From the summer semester of 2020 to the summer semester of 2021, 3 semesters took place as online and hybrid courses (mid-COVID-19 group). Student attitudes and knowledge gains were measured using pretests, posttests, and final evaluations. These data were statistically compared across years, and new forms of teaching under COVID-19 conditions were examined in more detail. RESULTS: A total of 189 students participated in the module from the summer semester of 2016 through the summer semester of 2021 (pre-COVID-19: n = 138; mid-COVID-19: n = 51). There was a high level of satisfaction with the module across all semesters, with no significant differences between the groups. There was also no significant difference between the two cohorts in terms of knowledge gain, which was always significant (p < 0.05). COVID-19 adaptations included online seminars using Microsoft Teams or Zoom, the interactive live-streaming of practical training components, and digital simulation games. CONCLUSION: The high level of satisfaction and knowledge gained during the module did not change even under a digital redesign of the content offered. The curricular elective module was consistently evaluated positively by the students, and the adaptation to online teaching was well accepted. Experiences with digital forms of teaching should also be used after the COVID-19 pandemic to create digitally supported blended learning concepts in the field of deployment and disaster medicine and thus further promote the expansion of teaching in this important medical field.
Subject(s)
COVID-19 , Disasters , Education, Medical, Undergraduate , Students, Medical , COVID-19/epidemiology , Curriculum , Humans , Pandemics , TeachingABSTRACT
INTRODUCTION: Regional health care networks with interfaces between clinics, general practitioners and patients can act faster when utilizing digital measures. This manuscript describes the establishment of an online video consultation service in a clinic and its broad health care region to exemplify challenges and solutions for potential future approaches from a management perspective. METHOD: The underlying pilot project was planned and implemented for follow-up monitoring and consultative presentation of orthopedic and trauma patients within the Bundeswehr Medical Service from 2018 to 2020. With predominantly positive evaluation results regarding quality and acceptance among users, this research investigated organizational and processual aspects including total quality management, strategic control and change management approaches. RESULTS: The affected main and subprocesses of patient treatment could be streamlined by the project, as physician recommendations and arrangements could be accelerated and patient travel could be significantly reduced. A SWOT and portfolio analysis showed a high potential for improving existing patient treatment processes for health care enterprises via the use of digital technology. The involved staff should be strategically included at an early stage and continuously involved. By means of a PDCA cycle, the processes of the given project could be exemplarily illustrated with an outlook in the future. DISCUSSION: It has proven successful to consciously use management approaches to establish telemedical integrated care structures in a health region. Recommendations for the strategic introduction of an online video consultation for regional network strengthening and care development for a patient-oriented increase in efficiency could be compiled.
Subject(s)
Orthopedics , Telemedicine , Feasibility Studies , Humans , Pilot Projects , Referral and Consultation , Telemedicine/methodsABSTRACT
BACKGROUND: Video consultations have proven to be an efficient source of support for patient-doctor interactions and have become increasingly used in orthopedics, especially during the COVID-19 pandemic. This study analyzed both patients' and doctors' acceptance of an orthopedic telemedical consultation (OTC) and compared the results of OTC examinations to the results of live consultation (LC) to identify discrepancies. METHODS: The study was carried out in an orthopedic department of a German hospital between 2019 and 2020. After written informed consent was obtained, patients voluntarily presented for follow-up by OTC and LC. The experience with and attitudes toward OTC among both patients and doctors was evaluated (using Likert scale-scored and open questions, 26 to 28 items). The results of the OTC and LC examinations were compared using a 12-item checklist. The data were analyzed by quantitative and qualitative statistics. RESULTS: A total of 53 patients were included, each of whom completed an OTC and an LC. The OTC was rated as pleasant, and the experience was rated as very satisfying (average rating on a 5-point Likert scale, with 1 indicating strong agreement: doctors: 1.2; patients: 1.3). Various technical and organizational challenges were identified. Compared to LC, OTC showed no significant differences in patient history or in inspection, palpation, or active range of motion results. Only for the functional or passive joint assessment did LC show significantly higher suitability (p < 0.05) than OTC. Recommendations for further procedures did not differ significantly between OTC and LC. CONCLUSIONS: Because of the high acceptance and the objective benefits of OTC and the similarity of clinical results with LC, OTC is recommendable for orthopedic follow-up examinations. To better assess joint functionality, meaningful digital alternatives for established examination methods should be further investigated.
Subject(s)
COVID-19 , Orthopedics , Telemedicine , Aftercare , Case-Control Studies , Humans , Pandemics , Referral and Consultation , SARS-CoV-2ABSTRACT
Adverse reactions to metal debris in relation to metal-on-metal hip arthroplasty has been heavily discussed in the literature. In contrast, few cases have been reported in the context of total knee arthroplasty. A 77-year-old woman presented with a painful total knee arthroplasty. At the time of revision surgery, intra-articular cream-coloured fluid and material was found in association with a well-fixed prosthesis. Synovial and capsular samples were obtained for histological assessment and a diagnosis of aseptic lymphocytic vasculitis associated lesion was confirmed. The patient went on to have an uncomplicated recovery following a two-stage revision to a constrained knee prosthesis.
Subject(s)
Arthroplasty, Replacement, Knee/adverse effects , Hip Prosthesis/adverse effects , Metal-on-Metal Joint Prostheses/adverse effects , Vasculitis , Aged , Female , Hip Joint/diagnostic imaging , Hip Joint/surgery , Humans , Lymphocytes/cytology , Reoperation , Synovial Fluid/cytology , Vasculitis/diagnosis , Vasculitis/etiology , Vasculitis/pathologyABSTRACT
BACKGROUND: Numerous processes are involved in the orthopedic and trauma surgery operating room (OR). Technical progress, particularly in the area of digitalization, is increasingly changing routine surgical procedures. OBJECTIVE: This article highlights the possibilities and also limitations regarding this matter. MATERIAL AND METHODS: Based on the current literature this article provides insights into innovations in the areas of digitalization of surgical devices, hybrid OR, machine-2-machine networking, management systems for perioperative efficiency improvement, 3D printing technology and robotics. RESULTS: The technical possibilities for the use of digital applications in the surgical environment are rapidly increasing. Close cooperation with industrial partners is important in this context. Technologies from the automotive, gaming and mobile phone industries are being adopted. CONCLUSION: Digital technology in the OR can improve treatment quality, patient and staff safety and cost efficiency; however, the networking of devices, implementation of innovations in existing structures and the sometimes high acquisition costs are still limiting factors.
Subject(s)
Operating Rooms , Orthopedics , Robotics , Humans , Printing, Three-DimensionalABSTRACT
With the rise of digital technologies, electronic learning and communication tools are becoming a firm part of academia to promote knowledge of health sciences. This study sought to analyse the attitude of students regarding social media and digital learning for study purposes in sport and exercise science. A survey was carried out with a questionnaire (20 main items) in six sport science faculties, equally spread across Germany (G), Italy (I) and the United Kingdom (UK) between February and October 2017. The focus areas were students' usage of social media (Facebook, Google+, Instagram, LinkedIn, Skype, Twitter, WhatsApp, YouTube) for academic purposes and their use of e-learning. Data were analysed by quantitative and qualitative methods. 229 students participated in the study (G: 68, I: 121, UK: 40). While YouTube was mostly used for receiving knowledge, WhatsApp and Facebook showed additional preferences for peer contacts for learning purposes and knowledge discussions. Preferred online data sources were PubMed (77%), free access journals (67%), YouTube (66%) and Wikipedia (63%). Often used digital learning materials were own universities' PowerPoints (77%), scripts (59%) and scientific articles (53%). However, some preferences showed national differences. The evaluated participants showed an overall high use of social media and e-learning tools for their studies. Students would like more digital learning sources made available to them by their institutions. However, some differences in preferences of digital learning or communication tools may exist and this should be considered for international approaches to promote health knowledge among students.
Subject(s)
Education, Distance/methods , Social Media , Students , Databases, Factual , Europe , Exercise , Female , Humans , Male , Sports Medicine/education , Surveys and Questionnaires , Universities , Young AdultABSTRACT
BACKGROUND: The global rise of conflicts and catastrophes causes new challenges for western healthcare systems. There are obvious parallels between civilian disaster medicine and military combat care. The integration of disaster and deployment medicine into the medical curriculum thus seems necessary. OBJECTIVE: What do medical students think about disaster and deployment medicine as part of the curriculum? Does participation in a voluntary disaster medicine course affect their view? MATERIAL AND METHODS: While participating in an extracurricular lecture series on disaster and deployment medicine students (group 1) were asked about their personal views and prior experience in disaster medicine (20 questions). Students who did not attend the lecture (group 2) functioned as the control group. The statistical evaluation was performed descriptively and using Student's t test for independent subgroups. RESULTS: The questionnaire was completed by 152 students (group 1: nâ¯= 78, group 2: nâ¯= 74). Only 10 students in group 1 and none in group 2 felt they had received an adequate amount of teaching in the field of disaster medicine. Medical students in both groups considered disaster medicine to be inadequately represented in the medical curriculum (group 1: 64% and group 2: 66%). Both groups were in favor of further expanding teaching in the field of disaster medicine (group 1: 72%, group 2: 54%, pâ¯= 0.001) and the development of elearning tools (group 1: 73%, group 2: 72%). DISCUSSION: The medical students questioned considered disaster and deployment medicine to be an integral part of the curriculum. Despite some statistical differences between the two groups, the survey showed that medical students possess a great interest in disaster medicine. Both groups were in favor of further integrating elearning tools. A regular inclusion of disaster and deployment medicine into the spectrum of medical student teaching is warranted.
Subject(s)
Disaster Medicine/education , Education, Medical, Undergraduate/methods , Military Medicine/education , Curriculum , Humans , Interdisciplinary Communication , Pilot Projects , Students, MedicalABSTRACT
Lutheran/basal cell adhesion molecule (Lu/BCAM) is a transmembrane adhesion molecule expressed by erythrocytes and endothelial cells that can interact with the extracellular matrix protein laminin-α5. In sickle cell disease, Lu/BCAM is thought to contribute to adhesion of sickle erythrocytes to the vascular wall, especially during vaso-occlusive crises. On healthy erythrocytes however, its function is unclear. Here we report that Lu/BCAM is activated during erythrocyte aging. We show that Lu/BCAM-mediated binding to laminin-α5 is restricted by interacting, in cis, with glycophorin-C-derived sialic acid residues. Following loss of sialic acid during erythrocyte aging, Lu/BCAM is released from glycophorin-C and allowed to interact with sialic acid residues on laminin-α5. Decreased glycophorin-C sialylation, as observed in individuals lacking exon 3 of glycophorin-C, the so-called Gerbich phenotype, was found to correlate with increased Lu/BCAM-dependent binding to laminin-α5. In addition, we identified the sialic acid-binding site within the third immunoglobulin-like domain within Lu/BCAM that accounts for the interaction with glycophorin-C and laminin-α5. Last, we present evidence that neuraminidase-expressing pathogens, such as Streptococcus pneumoniae, can similarly induce Lu/BCAM-mediated binding to laminin-α5, by cleaving terminal sialic acid residues from the erythrocyte membrane. These results shed new light on the mechanisms contributing to increased adhesiveness of erythrocytes at the end of their lifespan, possibly facilitating their clearance. Furthermore, this work may contribute to understanding the pathology induced by neuraminidase-positive bacteria, because they are especially harmful to patients suffering from sickle cell disease and are associated with the occurrence of vaso-occlusive crises.
Subject(s)
Cell Adhesion Molecules/metabolism , Cell Adhesion , Erythrocyte Aging , Glycophorins/metabolism , Lutheran Blood-Group System/metabolism , N-Acetylneuraminic Acid/metabolism , Anemia, Sickle Cell/blood , Binding Sites , Humans , Laminin/metabolism , NeuraminidaseABSTRACT
BACKGROUND: Biologic agents have contributed significantly to the management of patients with in rheumatoid arthritis (RA). A significant proportion of patients with RA still require arthroplasty procedures however. It is unclear whether these agents increase the risk of post operative infection after lower limb arthroplasty. METHOD: A literature search was performed for articles published over the last 10 years in the English language examining the association between anti-tumour necrosis factor inhibitors and the incidence of post operative infection in patients with RA undergoing hip and knee arthroplasty procedures. RESULTS: One large meta-analysis has been published suggesting a 2-fold increase in infection rates following orthopaedic surgery in patients receiving biological agents. When subgroup analysis of arthroplasty cases alone was performed the finding failed to reach significance. However, several further studies have demonstrated both an increased risk for surgical site infection with the use of biological agents and several conflicting articles argue the opposite. CONCLUSION: There is no current consensus on this topic. The safety of continuation of perioperative anti-TNF-α therapy in patients undergoing lower limb arthroplasty procedures is unclear. There is also little robust guidance from specialist rheumatologic societies. There is need for large scale multicentre randomised controlled trials to address this issue.
Subject(s)
Antirheumatic Agents/adverse effects , Arthritis, Rheumatoid/drug therapy , Arthroplasty/adverse effects , Surgical Wound Infection/epidemiology , Biological Factors/adverse effects , HumansABSTRACT
Reduced levonorgestrel concentrations from the levonorgestrel contraceptive implant was previously seen when given concomitantly with efavirenz. We sought to assess whether single nucleotide polymorphisms (SNPs) in genes involved in efavirenz and nevirapine metabolism were linked to these changes in levonorgestrel concentration. SNPs in CYP2B6, CYP2A6, NR1I2, and NR1I3 were analyzed. Associations of participant demographics and genotype with levonorgestrel pharmacokinetics were evaluated in HIV-positive women using the levonorgestrel implant plus efavirenz- or nevirapine-based antiretroviral therapy (ART), in comparison to ART-naïve women using multivariate linear regression. Efavirenz group: CYP2B6 516G>T was associated with lower levonorgestrel log10 Cmax and log10 AUC. CYP2B6 15582C>T was associated with lower log10 AUC. Nevirapine group: CYP2B6 516G>T was associated with higher log10 Cmax and lower log10 Cmin . Pharmacogenetic variations influenced subdermal levonorgestrel pharmacokinetics in HIV-positive women, indicating that the magnitude of the interaction with non-nucleoside reverse transcriptase inhibitors (NNRTIs) is influenced by host genetics.
Subject(s)
Benzoxazines/administration & dosage , Contraceptive Agents, Female/administration & dosage , Levonorgestrel/pharmacokinetics , Nevirapine/administration & dosage , Reverse Transcriptase Inhibitors/administration & dosage , Adult , Alkynes , Area Under Curve , Constitutive Androstane Receptor , Contraceptive Agents, Female/pharmacokinetics , Cyclopropanes , Cytochrome P-450 CYP2A6/genetics , Cytochrome P-450 CYP2B6/genetics , Female , Genetic Variation , HIV Infections/drug therapy , Humans , Levonorgestrel/administration & dosage , Linear Models , Multivariate Analysis , Pharmacogenetics , Polymorphism, Single Nucleotide , Prospective StudiesABSTRACT
During clinical development of medicines, manufacturers are obliged to assess the risk of drug-drug interactions (DDIs) with their new drug. There is no doubt that product labels of drugs that are nowadays introduced to the market contain much more information on DDIs than in the past. Indeed, the drug label is often the first source for DDIs available to physicians and pharmacists. But how informative are the data presented in the drug labels?
Subject(s)
Drug Design , Drug Interactions , Drug Labeling , Humans , Patient Care/methods , Pharmaceutical Preparations/administration & dosage , Pharmacists/organization & administration , Physicians/organization & administration , Professional RoleABSTRACT
The primary care of Gustilo-Anderson type IIIC extremity injuries with relevant vessel lacerations is decisive for the success of a limb salvage procedure. This article shall present substantial emergency procedures for the salvage of the nutritive perfusion of a mangled extremity, based on the current literature. After provisory control of a peripheral haemorrhage (e. g. by manual pressure or tourniquet), an immediate decision must be made about the kind of emergency revascularization to be implemented as the limb salvage procedure. Here, the temporary intravascular shunt will be the fastest technique that can ensure a sufficient tissue perfusion in the case of vessel lacerations. Regarding the treatment of a fracture versus perfusion recovery, a shortening of ischemia time should have priority over fracture stabilization.If an acute compartment syndrome is suspected, a documented monitoring has to be performed in the limb salvage situation for 24 hours with clinical controls every 4 hours. Disproportional pain that does not respond to analgesics, and passive muscle stretching pain can be seen as cardinal symptoms. The positive predictive value of clinical findings is <15 %. During the observation period with an impending but not manifest compartment syndrome, an elevation of the extremity above heart level or its cooling are contraindicated. An intracompartmental pressure measurement is the most important instrument-based supplemental diagnostic method. The open fasciotomy of the affected compartments is the only causal therapy and should be performed as fast as possible. A decision against fasciotomy in cases of non-explicit clinical signs should not be made without a documented intracompartmental pressure measurement.
Subject(s)
Compartment Syndromes/therapy , Emergency Medical Services/methods , Hemorrhage/therapy , Leg Injuries/therapy , Salvage Therapy/methods , Vascular Surgical Procedures/methods , Clinical Decision-Making/methods , Combined Modality Therapy , Compartment Syndromes/diagnosis , Hemorrhage/diagnosis , Humans , Leg Injuries/diagnosis , TourniquetsABSTRACT
The quality of the primary care of Gustilo-Anderson (GA) type IIIB and IIIC extremity injuries is crucial to the success of the limb salvage procedure. This article provides a compilation of consistent, but often controversially discussed aspects of initial debridement, modern techniques of lavage and wound closure, in addition to current issues on the application of antibiotics and antiseptics, based on our own experiences and the latest literature. The following points should be stressed. Severe extremity injuries with gross contamination (GA IIIA, B, and C) will still be associated with an infection rate of up to 60 %. The initial debridement should be performed as soon as an experienced trauma surgeon is available. Tissue that is definitely avital will have to be removed, whereas traumatized but potentially surviving tissue will have to be re-evaluated during a second-look operation after 36-48 h. Given a high enough level of contamination, biofilms will form after as few as 6 h. The perioperative antibiotic prophylaxis has to be initiated early and should be continued for at least 24 h (GA I/II) or up to 5 days (GA III). In cases of bacterial contamination, wound irrigation will be useful with additives such as polyhexanide, octenidine or superoxidized water. Rinsing of the wound should be performed with 3-9 L and only slight manual pressure (no jet lavage). The definitive primary closure of a wound should be achieved in the initial operation, but only in the case of certain "decontamination" and overall vitality of the wound (GA I and II). In the presence of high-grade injuries, a temporary vacuum sealing technique can be used until the earliest possible definitive plastic surgical wound closure.
Subject(s)
Debridement/methods , Leg Injuries/therapy , Negative-Pressure Wound Therapy/methods , Salvage Therapy/methods , Surgical Wound Infection/prevention & control , Therapeutic Irrigation/methods , Anti-Bacterial Agents/therapeutic use , Combined Modality Therapy/methods , HumansABSTRACT
BACKGROUND: Recent meta-analyses support not resurfacing the patella at the time of TKA. Several different modes of intervention are reported for non-resurfacing management of the patella at TKA. METHODS: We have conducted a systematic review and meta-analysis of non-resurfacing interventions in TKA. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) study methodology and reporting system was adopted, utilising the PRISMA checklist and statement. Classes of patella interventions were defined as: 0. No intervention. 1. Osteophyte excision only. 2. Osteophyte excision, denervation, with soft tissue debridement. 3. Osteophyte excision, denervation, soft tissue debridement, and drilling or micro-fracture of eburnated bone. 4. Patellar resurfacing. A meta-analysis was conducted upon the pre- and post-operative KSS for each technique. RESULTS: Four hundred and twenty-three studies were identified, 12 studies met the inclusion criteria for the systematic review and eight for the meta-analysis. Two studies compared different non-resurfacing patellar techniques, the other studies used the non-resurfacing cohort as controls for their prospective RCTs comparing patellar resurfacing with non-resurfacing. The meta-analysis revealed no significant difference between the techniques. CONCLUSIONS: We conclude that there is no significant difference in KSS for differing non-resurfacing patellar techniques, but further trials using patellofemoral specific scores may better demonstrate superior efficacy of specific classes of patella intervention, by virtue of greater sensitivity for patellofemoral pain and dysfunction. LEVEL OF EVIDENCE: I.
Subject(s)
Arthroplasty, Replacement, Knee/methods , Debridement/methods , Osteoarthritis, Knee/surgery , Patella/surgery , Humans , Reoperation/methodsABSTRACT
BACKGROUND: Research in military medicine and in particular combat surgery is a broad field that has gained international importance during the last decade. In the context of increased NATO missions, this also holds true for the Bundeswehr (German Armed Forces); however, medical officers in surgery must balance research between their clinical work load, missions, civilian and family obligation. MATERIAL AND METHODS: To evaluate engagement with and interest in research, a questionnaire was distributed among the doctors of the surgical departments of the Bundeswehr hospitals by the newly founded working group Chirurgische Forschung der Bundeswehr (surgical research of the Bundeswehr). Returned data were recorded from October 2013 to January 2014 and descriptive statistics were performed. RESULTS: Answers were received from 87 out of 193 military surgeons (45 %). Of these 81 % announced a general interest in research with a predominance on clinical research in preference to experimental settings. At the time of the evaluation 32 % of the participants were actively involved in research and 53 % regarded it as difficult to invest time in research activities parallel to clinical work. Potential keys to increase the interest and engagement in research were seen in the implementation of research coordinators and also in a higher amount of free time, for example by research rotation. CONCLUSION: Research can be regarded as having a firm place in the daily work of medical officers in the surgical departments of the Bundeswehr; however, the engagement is limited by time and structural factors. At the departmental level and in the command structures of the military medical service, more efforts are recommended in the future in order to enhance the engagement with surgical research. This evaluation should be repeated in the coming years as a measuring instrument and data should be compared in an international context.
Subject(s)
Attitude of Health Personnel , General Surgery/education , Military Medicine/education , Military Personnel/education , Research/education , Surgeons/education , Adult , Career Choice , Female , Germany , Humans , Male , Middle Aged , Motivation , Surveys and Questionnaires , Translational Research, Biomedical/education , WorkloadABSTRACT
OBJECTIVES: Scale-up of HIV services in sub-Saharan Africa has rapidly increased, necessitating evaluation of medication safety in these settings. Drug-drug interactions (DDIs) involving antiretrovirals (ARVs) in sub-Saharan Africa are poorly characterized. We evaluated the prevalence and type of ARV DDIs in Ugandan outpatients and identified the patients most at risk. METHODS: A total of 2000 consecutive patients receiving ARVs at the Infectious Diseases Institute, Kampala were studied. The most recent prescription for each patient was screened for clinically significant DDIs using www.hiv-druginteractions.org. Univariable and multivariable logistic regression were used to identify risk factors for DDIs. A screening tool was developed using significant risk factors and tested in a further 500 patients. RESULTS: Clinically significant DDIs were observed in 374 (18.7%) patients, with a total of 514 DDIs observed. Only 0.2% of DDIs involved a contraindicated combination. Comedications commonly associated with DDIs were antibiotics (4.8% of 2000 patients), anthelmintics (2.2%) and antifungals (3.5%). Patient age, gender, CD4 count and weight did not affect risk of DDIs. In multivariable analysis, the patient factors that independently increased risk of DDIs were two or more comedications (Pâ<â0.0001), a PI-containing ARV regimen (Pâ<â0.0001), use of an anti-infective (Pâ<â0.0001) and WHO clinical stage 3-4 (Pâ=â0.04). A scoring system based on having at least two of these risk factors identified between 75% and 90% of DDIs in a validation cohort. CONCLUSIONS: Significant ARV DDIs occur at similar rates in resource-limited settings and developed countries; however, the comedications frequently causing DDIs differ. Development of tools that are relevant to particular settings should be a priority to assist with prevention and management of DDIs.