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1.
Br Dent J ; 236(9): 683-687, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38730156

RESUMEN

The continuation of bone-modifying agents (BMAs) in patients with established medication-related osteonecrosis of the jaw (MRONJ) is a common concern among dentists and oncologists. There is little evidence supporting or refuting the continued use of BMAs or drug holidays and their impact on established MRONJ. This paper evaluates the outcome of continued BMAs use on the patient's MRONJ status. A retrospective review of 29 oncology patients undergoing active cancer care for either metastatic disease or multiple myeloma was conducted. Data on demographics, oncological status, BMA history and MRONJ status were collected. In total, 90% of patients were judged to have healed or stable MRONJ while continuing BMAs. Most patients (69%) continued the same BMA regime (three- or four-weekly) that they were on before developing MRONJ. The average number of BMAs doses received after an MRONJ diagnosis was 12 (range 1-48). Three patients (10.3%) were found to have MRONJ progression, with two patients developing new sites of necrosis. This real-world dataset suggests that the majority of MRONJ cases remain stable and will not worsen with the continuation of BMAs.


Asunto(s)
Osteonecrosis de los Maxilares Asociada a Difosfonatos , Conservadores de la Densidad Ósea , Humanos , Osteonecrosis de los Maxilares Asociada a Difosfonatos/etiología , Estudios Retrospectivos , Masculino , Femenino , Persona de Mediana Edad , Conservadores de la Densidad Ósea/efectos adversos , Conservadores de la Densidad Ósea/uso terapéutico , Anciano , Anciano de 80 o más Años , Adulto , Mieloma Múltiple/tratamiento farmacológico , Neoplasias/tratamiento farmacológico
2.
Br J Community Nurs ; 29(5): 224-230, 2024 May 02.
Artículo en Inglés | MEDLINE | ID: mdl-38701016

RESUMEN

BACKGROUND: Remote monitoring technologies show potential to help health professionals deliver preventative interventions which can avoid hospital admissions and allow patients to remain in a home setting. AIMS: To assess whether an Internet of Things (IoT) driven remote monitoring technology, used in the care pathway of community dementia patients in North Warwickshire improved access to care for patients and cost effectiveness. METHOD: Patient level changes to anonymised retrospective healthcare utilisation data were analysed alongside costs. RESULTS: Urgent care decreased following use of an IoT driven remote monitoring technology; one preventative intervention avoided an average of three urgent interventions. A Chi-Square test showing this change as significant. Estimates show annualised service activity avoidance of £201,583 for the cohort; £8764 per patient. CONCLUSIONS: IoT driven remote monitoring had a positive impact on health utilisation and cost avoidance. Future expansion of the cohort will allow for validation of the results and consider the impact of the technology on patient health outcomes and staff workflows.


Asunto(s)
COVID-19 , Demencia , Humanos , COVID-19/prevención & control , Estudios Retrospectivos , Anciano , Femenino , Masculino , Telemedicina , Anciano de 80 o más Años , SARS-CoV-2 , Análisis Costo-Beneficio , Internet de las Cosas , Reino Unido , Inglaterra
3.
Artículo en Inglés | MEDLINE | ID: mdl-38644092

RESUMEN

The systematic review aims to answer the PICOS question: "Are the autologous platelet concentrates (APCs) an effective strategy in prevention and/or treatment of patients at risk of/affected by medication-related osteonecrosis of the jaws (MRONJ)?". A literature search was conducted via PubMed, MEDLINE, EMBASE, and CINAHL (January 2006 - September 2023). 30 articles were included, evaluating preventive (n = 8*) and treatment strategies (n = 23*). The risk of bias and quality of studies were assessed utilising ROB-2, ROBIN-1 and GRADE criteria. Meta-analysis was undertaken for eligible studies. The application of APCs demonstrated a statistically significant effectiveness in prevention of MRONJ in 86.13% (p < 0.001) but failed to achieve the same level of certainty in treatment of established MRONJ in 83.4% (p = 0.08). High levels of bias were identified; thus, the results should be interpreted with caution. More high quality prospective randomised controlled trials are needed to further evaluate the effectiveness of APCs in management of MRONJ.

4.
Br Dent J ; 235(10): 783-788, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-38001199

RESUMEN

Medication-related osteonecrosis of the jaw (MRONJ) is a severe adverse event, most commonly associated with dental extractions as a predisposing event. However, it is possible that established MRONJ may be existent before dental extractions and is mistaken for odontogenic disease. The provision of a dental extraction will lead to clinically obvious MRONJ with the cause being attributed to tooth removal. We present a case series of ten patients with pre-existing necrosis of the jaw before dental extraction.Retrospective data were collected on ten patients who presented to the oral surgery department between 2017-2021, diagnosed with pre-existing necrosis. A diagnosis of pre-existing MRONJ was made based on the identification of necrotic bone clinically, either with plain film or cone beam computed tomography (CBCT). Patients with pre-existing necrosis presented with a range of symptoms, including pain, swelling and tooth mobility. Plain film imaging revealed a variety of findings, including periapical radiolucency, periodontal ligament widening and bone loss. CBCT imaging confirmed a necrotic pattern of bone destruction confirming a diagnosis of pre-existing MRONJ.There is increasing evidence to suggest that local inflammation can be a predisposing factor for MRONJ development as opposed to surgical intervention. This case series provides early insight into the presentation of pre-existing MRONJ.


Asunto(s)
Osteonecrosis de los Maxilares Asociada a Difosfonatos , Conservadores de la Densidad Ósea , Humanos , Osteonecrosis de los Maxilares Asociada a Difosfonatos/diagnóstico por imagen , Osteonecrosis de los Maxilares Asociada a Difosfonatos/etiología , Conservadores de la Densidad Ósea/efectos adversos , Tomografía Computarizada de Haz Cónico , Difosfonatos/efectos adversos , Estudios Retrospectivos , Extracción Dental
5.
Br J Oral Maxillofac Surg ; 61(10): 704-706, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37957097

RESUMEN

Medication related osteonecrosis of the jaw (MRONJ) is a serious complication with potential implications on patients' ongoing medical care. This case report describes a case of MRONJ from pembrolizumab; a novel immune checkpoint inhibitor drug.


Asunto(s)
Osteonecrosis de los Maxilares Asociada a Difosfonatos , Conservadores de la Densidad Ósea , Osteonecrosis , Humanos , Osteonecrosis de los Maxilares Asociada a Difosfonatos/etiología , Osteonecrosis/inducido químicamente , Anticuerpos Monoclonales Humanizados/efectos adversos , Conservadores de la Densidad Ósea/efectos adversos , Difosfonatos , Maxilares
6.
Br Dent J ; 235(5): 313-318, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37684457

RESUMEN

Background Patients taking oral anticoagulants (OACs) and oral antiplatelets (OAPs) have a risk of post-operative bleeding when dental extractions are required. Guidance exists to assist dental practitioners on how best to clinically manage these patients, but this is based upon low-quality evidence. The current service evaluation provides real world clinical data when these drugs are not discontinued for oral surgery procedures.Materials and methods All OACs and OAPs were continued and patients requiring dental extractions had local haemostatic measures (local anaesthesia with adrenaline, socket packing with haemostat and resorbable sutures). All patients were offered a follow-up via a telephone clinic service after surgery to assess any post-operative bleeding.Results A total of 439 patients underwent 513 surgical episodes, equating to 1,001 dental extractions. Overall, 412 (95.9%) patients reported no post-operative bleeding complications. A total of 18 (4.1%) patients reported post-operative bleeding requiring further intervention. All but two patients were managed with local haemostatic measures, and no patient required hospital admission. For the single novel OAC cohort of patients, 8/185 (4.3%) procedures had post-operative bleeding.Conclusion This current service evaluation highlights that the risk of significant or life-threatening bleeding following dental extraction when OACs or OAPs are continued remains rare.


Asunto(s)
Hemostáticos , Inhibidores de Agregación Plaquetaria , Humanos , Inhibidores de Agregación Plaquetaria/efectos adversos , Odontólogos , Rol Profesional , Anticoagulantes/efectos adversos , Hemorragia Posoperatoria/prevención & control , Complicaciones Posoperatorias/prevención & control
7.
iScience ; 26(10): 107846, 2023 Oct 20.
Artículo en Inglés | MEDLINE | ID: mdl-37767000

RESUMEN

Early onset of type 2 diabetes and cardiovascular disease are common complications for women diagnosed with gestational diabetes. Prediabetes refers to a condition in which blood glucose levels are higher than normal, but not yet high enough to be diagnosed as type 2 diabetes. Currently, there is no accurate way of knowing which women with gestational diabetes are likely to develop postpartum prediabetes. This study aims to predict the risk of postpartum prediabetes in women diagnosed with gestational diabetes. Our sparse logistic regression approach selects only two variables - antenatal fasting glucose at OGTT and HbA1c soon after the diagnosis of GDM - as relevant, but gives an area under the receiver operating characteristic curve of 0.72, outperforming all other methods. We envision this to be a practical solution, which coupled with a targeted follow-up of high-risk women, could yield better cardiometabolic outcomes in women with a history of GDM.

8.
Adv Radiat Oncol ; 8(4): 101222, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37465003
9.
Artículo en Inglés | MEDLINE | ID: mdl-37316424

RESUMEN

BACKGROUND: Osteoradionecrosis (ORN) of the jaws remains one of the most debilitating complications of radiotherapy (RT) in patients with head and neck cancer (HNC). Liquid pentoxifylline and vitamin E (PVe) presents an alternative formulation to tablets for patients with dysphagia or enteric feeding. OBJECTIVE: This study aimed to assess the clinical outcomes of using a liquid formulation of PVe for both established ORN and as a prophylaxis to avoid its occurrence after dental extractions. A secondary objective was to determine patient-reported side effects in relation to the liquid formulation of PVe. STUDY DESIGN: The clinical records of 111 patients with HNC who were prescribed liquid PVe were reviewed retrospectively (66 with established ORN and 45 as prophylaxis before an invasive dental procedure). RESULTS: In established ORN, 44% healed, and 41% were stable. In the prophylaxis group, 96% of surgical sites healed completely, with 4% (n = 2) developing ORN. Most patients (89%) were able to tolerate liquid PVe. Of the 11% (n = 12) who could not tolerate this regime, the most commonly reported side effect was gastric irritation (n = 5/12), whereas no more than 1 patient reported dizziness, malaise, and bleeding. CONCLUSIONS: This retrospective review suggests that liquid PVe is efficacious for both established ORN and as a prophylaxis. Side effects reported were similar to those recognized for the tablet formulation.


Asunto(s)
Neoplasias de Cabeza y Cuello , Osteorradionecrosis , Pentoxifilina , Humanos , Pentoxifilina/uso terapéutico , Estudios Retrospectivos , Osteorradionecrosis/prevención & control , Neoplasias de Cabeza y Cuello/radioterapia , Neoplasias de Cabeza y Cuello/complicaciones , Extracción Dental/efectos adversos , Vitamina E/uso terapéutico
10.
Future Cardiol ; 19(4): 203-210, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-37387205

RESUMEN

Hypertrophic obstructive cardiomyopathy (HOCM) affects approximately 1 in 500 people globally. The condition results in hypertrophy of the interventricular septum and thickening of the left ventricular wall. Surgical management to resect the thickened myocardium or septal alcohol ablation are currently considered the mainstay treatment option for HOCM refractory to pharmacological therapy. In this special report we aim to highlight the current landscape of septal mass reduction in HOCM. Next, we describe the evolving discipline of minimally invasive techniques for reducing outflow tract obstruction in patients with HOCM. We further consider future options and outline a possible percutaneous approach for septal myectomy with a novel device.


Asunto(s)
Cardiomiopatía Hipertrófica , Ablación por Catéter , Humanos , Cardiomiopatía Hipertrófica/complicaciones , Cardiomiopatía Hipertrófica/cirugía , Etanol/uso terapéutico , Ablación por Catéter/métodos , Ventrículos Cardíacos , Puente de Arteria Coronaria , Resultado del Tratamiento
11.
Life (Basel) ; 13(4)2023 Apr 11.
Artículo en Inglés | MEDLINE | ID: mdl-37109518

RESUMEN

Chickpea is an important leguminous crop with potential to provide dietary proteins to both humans and animals. It also ameliorates soil nitrogen through biological nitrogen fixation. The crop is affected by an array of biotic and abiotic factors. Among different biotic stresses, a major fungal disease called Fusarium wilt, caused by Fusarium oxysporum f. sp. ciceris (FOC), is responsible for low productivity in chickpea. To date, eight pathogenic races of FOC (race 0, 1A, and 1B/C, 2-6) have been reported worldwide. The development of resistant cultivars using different conventional breeding methods is very time consuming and depends upon the environment. Modern technologies can improve conventional methods to solve these major constraints. Understanding the molecular response of chickpea to Fusarium wilt can help to provide effective management strategies. The identification of molecular markers closely linked to genes/QTLs has provided great potential for chickpea improvement programs. Moreover, omics approaches, including transcriptomics, metabolomics, and proteomics give scientists a vast viewpoint of functional genomics. In this review, we will discuss the integration of all available strategies and provide comprehensive knowledge about chickpea plant defense against Fusarium wilt.

12.
Oral Dis ; 29(1): 29-39, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34695271

RESUMEN

BACKGROUND: Treatment of osteoradionecrosis (ORN) is not a straightforward task, and it is unpredictable. However, a combination of pentoxifylline; an antioxidant drug, and tocopherol (vitamin E) works as a potent antifibrotic agent and have shown recently both significant and impressive results. AIMS: This scoping review aims to investigate the most prescribed regimen of pentoxifylline and tocopherol with/without clodronate for the management of ORN. METHODS: Ovid MEDLINE and EMBASE databases were used to retrieve eligible studies using planned search keywords. PROSPERO and Cohcarne library were also searched for ongoing or published systematic reviews, respectively. Included articles were grouped thematically according to the type of studies and accordingly they were summarized. RESULTS: A total of 27 articles met the inclusion criteria and included in the data analyses. All the included articles were published between 1997 and 2020. Of these 27 included studies, two were randomized control trials, two were systematic reviews, six were retrospective studies, five were observational studies, seven were narrative reviews, four were case reports, and lastly one was an in-vitro study. CONCLUSIONS: Treatment by PENTO (800 mg of pentoxifylline + 1000 IU of tocopherol) once daily for an early established ORN or PENTOCLO (PENTO regimen + 1600 mg of clodronate) once daily for the refractory/severe cases of ORN appears to be the most prescribed regimen used for the treatment of ORN using these drugs. These drugs appear safe, effective and inexpensive for the treatment of ORN.


Asunto(s)
Osteorradionecrosis , Humanos , Ácido Clodrónico/uso terapéutico , Estudios Observacionales como Asunto , Osteorradionecrosis/tratamiento farmacológico , Pentoxifilina/uso terapéutico , Ensayos Clínicos Controlados Aleatorios como Asunto , Estudios Retrospectivos , Tocoferoles/uso terapéutico , Vitamina E/uso terapéutico , Quimioterapia Combinada/efectos adversos
13.
J Public Health (Oxf) ; 45(2): e234-e240, 2023 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-35403188

RESUMEN

BACKGROUND: Chronic disease is a significant burden on the global population. The Helping Everyone Achieve Long Term Health (HEALTH) Passport is a paper-based approach previously utilized to help adults modify clinical risk factors through lifestyle, which may be effective in improving the long-term health of school-age children. This study investigates the feasibility of in-school use by engaging trainee teachers in primary and secondary education. METHODS: Two hundred and fifty six unique responses were collated to evaluate current teaching of the main health risk factors and HEALTH Passports specifically adapted for schools. Trainees attended workshops with pre- and post-questionnaires used to measure training efficacy and evaluate the Passports' suitability for in-school use. Narrative analysis of feedback was performed. RESULTS: Feedback received for both Passports was positive overall. Trainees highlighted the need for the Passports to be further age differentiated. Significantly increased confidence (P < 0.01) in knowledge of exercise, type 2 diabetes, weight and blood pressure was shown. Confidence in smoking, drugs and alcohol knowledge was reduced highlighting the requirement for further teacher training. CONCLUSIONS: The HEALTH Passport has potential as an intervention to improve health literacy in school-age children. Age adaptation is needed with references to weight measures removed. Emotional well-being should be focused on, and data management stringently assessed for child protection.


Asunto(s)
Diabetes Mellitus Tipo 2 , Niño , Adulto , Humanos , Instituciones Académicas , Ejercicio Físico , Estilo de Vida , Factores de Riesgo
14.
Br Dent J ; 2022 Dec 06.
Artículo en Inglés | MEDLINE | ID: mdl-36473977

RESUMEN

Introduction/objectives Radiotherapy (RT) has a detrimental effect on the histomorphology of oral tissues. Patients undergoing RT are at risk of developing macrovascular and microvascular changes, which can lead to significant clinical consequences. Despite advances in RT delivery systems, radiation injury remains a modern-day clinical problem. The aim of this systematic review is to investigate the available evidence regarding the impact of RT to the dental pulp and the clinical manifestations of these effects.Data and sources A multi-database search (PubMed, Medline, Embase and CINAHL) was performed to identify related papers published from inception until November 2021. An additional manual search was performed to identify further articles. The data extracted from relevant papers were analysed according to the outcomes selected in this review.Study selection The search generated seven articles eligible for analysis with a total of 2,709 teeth included. RT dose exposure ranged from 30-71.2 Gray with a common finding that RT decreases the number of teeth responding to pulp sensibility testing.Conclusions Knowledge related to the impact of RT on dental pulp is limited and based on weak evidence and a low-level quality of studies. Future studies should incorporate exact RT doses to the teeth and use replicable pulpal testing methods. Understanding the pulpal status post-RT remains an important consideration as dental extractions should be avoided in this cohort due to the risk of osteoradionecrosis.

15.
Prim Dent J ; 11(3): 108-116, 2022 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-36073051

RESUMEN

Osteoradionecrosis (ORN) and medication-related osteonecrosis of the jaw (MRONJ) are uncommon conditions, however when present they have a significant impact on a patient's quality of life and are notoriously difficult to treat. With medical advances resulting in improved survival rates and increased life expectancy, it is likely that general dental practitioners (GDPs) will more frequently be involved in the oral health management of patients at risk of both ORN and MRONJ. Though management of both diseases is beyond the scope of primary care dentistry, the GDP still has a key role in the patient's overall care. It is therefore important to have a good understanding of these conditions and their consequences for dental treatment in order to provide adequate patient support. Management requires a multidisciplinary approach to treatment and as part of this GDPs are integral in prevention, early recognition and maintenance of oral health following diagnosis. This article aims to refresh the reader's knowledge regarding MRONJ and ORN and support the GDP in managing this patient group.


Asunto(s)
Osteonecrosis de los Maxilares Asociada a Difosfonatos , Osteonecrosis de los Maxilares Asociada a Difosfonatos/diagnóstico , Osteonecrosis de los Maxilares Asociada a Difosfonatos/etiología , Osteonecrosis de los Maxilares Asociada a Difosfonatos/terapia , Atención Odontológica , Odontólogos , Humanos , Rol Profesional , Calidad de Vida , Derivación y Consulta
17.
JMIR Cardio ; 6(2): e37360, 2022 Aug 11.
Artículo en Inglés | MEDLINE | ID: mdl-35969455

RESUMEN

BACKGROUND: Digital health interventions have become increasingly common across health care, both before and during the COVID-19 pandemic. Health inequalities, particularly with respect to ethnicity, may not be considered in frameworks that address the implementation of digital health interventions. We considered frameworks to include any models, theories, or taxonomies that describe or predict implementation, uptake, and use of digital health interventions. OBJECTIVE: We aimed to assess how health inequalities are addressed in frameworks relevant to the implementation, uptake, and use of digital health interventions; health and ethnic inequalities; and interventions for cardiometabolic disease. METHODS: SCOPUS, PubMed, EMBASE, Google Scholar, and gray literature were searched to identify papers on frameworks relevant to the implementation, uptake, and use of digital health interventions; ethnically or culturally diverse populations and health inequalities; and interventions for cardiometabolic disease. We assessed the extent to which frameworks address health inequalities, specifically ethnic inequalities; explored how they were addressed; and developed recommendations for good practice. RESULTS: Of 58 relevant papers, 22 (38%) included frameworks that referred to health inequalities. Inequalities were conceptualized as society-level, system-level, intervention-level, and individual. Only 5 frameworks considered all levels. Three frameworks considered how digital health interventions might interact with or exacerbate existing health inequalities, and 3 considered the process of health technology implementation, uptake, and use and suggested opportunities to improve equity in digital health. When ethnicity was considered, it was often within the broader concepts of social determinants of health. Only 3 frameworks explicitly addressed ethnicity: one focused on culturally tailoring digital health interventions, and 2 were applied to management of cardiometabolic disease. CONCLUSIONS: Existing frameworks evaluate implementation, uptake, and use of digital health interventions, but to consider factors related to ethnicity, it is necessary to look across frameworks. We have developed a visual guide of the key constructs across the 4 potential levels of action for digital health inequalities, which can be used to support future research and inform digital health policies.

18.
Cancer Treat Rev ; 109: 102442, 2022 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-35932549

RESUMEN

Radiotherapy is a linchpin in head and neck squamous cell carcinoma (HN-SCC) treatment. Modulating tumour and/or normal tissue biology offers opportunities to further develop HN-SCC radiotherapy. The microbiota, which can exhibit homeostatic properties and be a modulator of immunity, has recently received considerable interest from the Oncology community. Microbiota research in head and neck oncology has also flourished. However, available data are difficult to interpret for clinical and radiation oncologists. In this review, we focus on how microbiota research can contribute to the improvement of radiotherapy for HN-SCC, focusing on how current and future research can be translated back to the clinic. We include in-depth discussions about the microbiota, its multiple habitats and relevance to human physiology, mechanistic interactions with HN-SCC, available evidence on microbiota and HNC oncogenesis, efficacy and toxicity of treatment. We discuss clinically-relevant areas such as the role of the microbiota as a predictive and prognostic biomarker, as well as the potential of leveraging the microbiota and its interactions with immunity to improve treatment results. Importantly, we draw parallels with other cancers where research is more mature. We map out future directions of research and explain clinical implications in detail.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias de Cabeza y Cuello , Microbiota , Oncólogos , Carcinoma de Células Escamosas/patología , Neoplasias de Cabeza y Cuello/radioterapia , Humanos , Carcinoma de Células Escamosas de Cabeza y Cuello/radioterapia , Resultado del Tratamiento
19.
J Plast Reconstr Aesthet Surg ; 75(7): 2049-2063, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35490120

RESUMEN

BACKGROUND: Microsurgical free tissue transfer is the gold standard for reconstruction of significant soft tissue and bony defects following cancer resection and trauma. Many reconstructive units in low-income and middle-income countries (LMICs) do not yet have access to the resources or training required to perform microsurgical procedures. Long-term international collaborations have been formed with annual reconstructive programmes conducting microsurgery. AIMS: To critically analyze outcomes of microsurgical free tissue transfer performed on international reconstructive collaborations in LMICs. METHODS: PRISMA-compliant systematic review and meta-analysis of outcomes for free tissue transfer performed during international collaborations in LMICs using an inverse variance model. The study protocol was published prospectively and registered with PROSPERO (ID: CRD42021225613). RESULTS: Seven studies, included 290 flaps on 284 patients. The most common sites requiring reconstruction were Head and neck (53% (n = 153)) and lower limb (7.9% (n = 23)) were lower limb reconstruction. The most common free flaps were radial forearm (22%; n = 64) and anterolateral thigh (18%; n = 51). Total Flap Failure rate was 3.8% (n = 13; 95% confidence interval (CI) = 1.9-6.3%) Overall complication rate was 38% (95% CI =27-48%), with 19% of flaps requiring emergency return to theatre (95% CI =14-26%). Flap salvage was successful in 52% of take-backs (95% CI =15% - 88%). CONCLUSIONS: Free flaps performed during international surgical collaborations in LMICs have comparable failure rates to those performed in higher-income settings. However, there are higher complication and take-back rates. This should be taken into account when planning international collaborations. These results should help preoperative counselling and the consent process.


Asunto(s)
Colgajos Tisulares Libres , Procedimientos de Cirugía Plástica , Países en Desarrollo , Humanos , Microcirugia/métodos , Procedimientos de Cirugía Plástica/métodos , Estudios Retrospectivos , Muslo
20.
PLoS One ; 17(3): e0264648, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35255105

RESUMEN

OBJECTIVE: The aim of the present study was to identify the factors associated with non-attendance of immediate postpartum glucose test using a machine learning algorithm following gestational diabetes mellitus (GDM) pregnancy. METHOD: A retrospective cohort study of all GDM women (n = 607) for postpartum glucose test due between January 2016 and December 2019 at the George Eliot Hospital NHS Trust, UK. RESULTS: Sixty-five percent of women attended postpartum glucose test. Type 2 diabetes was diagnosed in 2.8% and 21.6% had persistent dysglycaemia at 6-13 weeks post-delivery. Those who did not attend postpartum glucose test seem to be younger, multiparous, obese, and continued to smoke during pregnancy. They also had higher fasting glucose at antenatal oral glucose tolerance test. Our machine learning algorithm predicted postpartum glucose non-attendance with an area under the receiver operating characteristic curve of 0.72. The model could achieve a sensitivity of 70% with 66% specificity at a risk score threshold of 0.46. A total of 233 (38.4%) women attended subsequent glucose test at least once within the first two years of delivery and 24% had dysglycaemia. Compared to women who attended postpartum glucose test, those who did not attend had higher conversion rate to type 2 diabetes (2.5% vs 11.4%; p = 0.005). CONCLUSION: Postpartum screening following GDM is still poor. Women who did not attend postpartum screening appear to have higher metabolic risk and higher conversion to type 2 diabetes by two years post-delivery. Machine learning model can predict women who are unlikely to attend postpartum glucose test using simple antenatal factors. Enhanced, personalised education of these women may improve postpartum glucose screening.


Asunto(s)
Diabetes Mellitus Tipo 2 , Diabetes Gestacional , Glucemia/metabolismo , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/epidemiología , Diabetes Gestacional/diagnóstico , Diabetes Gestacional/epidemiología , Diabetes Gestacional/metabolismo , Femenino , Glucosa , Humanos , Aprendizaje Automático , Masculino , Periodo Posparto , Embarazo , Estudios Retrospectivos
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