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There is conflicting evidence regarding the association between epidural labour analgesia and risk of postpartum depression. Most previous studies were observational trials with limited ability to account for confounders. We aimed to determine if epidural analgesia was associated with a significant change in the incidence of postpartum depression in this randomised controlled trial. We enrolled women aged 21-50 years old with a singleton fetus ≥ 36 weeks gestation. Patients were advised regarding available labour analgesic modalities during enrolment (epidural block; intramuscular pethidine; nitrous oxide; or intravenous remifentanil). On request for analgesia, patients were offered the modality that they had been allocated randomly to first. Blinded investigators recorded patient and obstetric characteristics within 24 h of delivery and assessed for postpartum depression at 6-10 weeks following delivery using the Edinburgh Postnatal Depression Scale (score ≥ 13 considered positive for postpartum depression). The modified intention-to-treat population consisted of all patients who received any form of labour analgesia, while per-protocol consisted of patients who received their randomised modality as their first form of labour analgesia. Of 881 parturients allocated randomly (epidural n = 441, non-epidural n = 440), we analysed 773 (epidural n = 389, non-epidural n = 384); 62 (15.9%) of women allocated to epidural group developed postpartum depression compared with 65 (16.9%) women allocate to the non-epidural group. There were no significant differences in the incidence of postpartum depression between the two groups (adjusted risk difference (95%CI) 1.6 (-3.0-6.3%), p = 0.49). Similar results were obtained with per-protocol analysis (adjusted risk difference (95%CI) -1.0 (-8.3-6.3%), p = 0.79). We found no significant difference in the risk of postpartum depression between patients who received epidural labour analgesia and those who utilised non-epidural analgesic modalities.
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Analgesia Epidural , Analgesia Obstétrica , Depressão Pós-Parto , Dor do Parto , Trabalho de Parto , Gravidez , Humanos , Feminino , Adulto Jovem , Adulto , Pessoa de Meia-Idade , Masculino , Analgesia Epidural/efeitos adversos , Analgesia Epidural/métodos , Depressão Pós-Parto/epidemiologia , Analgésicos , Analgesia Obstétrica/efeitos adversos , Analgesia Obstétrica/métodosRESUMO
Identifying factors associated with persistent pain after breast cancer surgery may facilitate risk stratification and individualised management. Single-population studies have limited generalisability as socio-economic and genetic factors contribute to persistent pain development. Therefore, this prospective multicentre cohort study aimed to develop a predictive model from a sample of Asian and American women. We enrolled women undergoing elective breast cancer surgery at KK Women's and Children's Hospital and Duke University Medical Center. Pre-operative patient and clinical characteristics and EQ-5D-3L health status were recorded. Pain catastrophising scale; central sensitisation inventory; coping strategies questionnaire-revised; brief symptom inventory-18; perceived stress scale; mechanical temporal summation; and pressure-pain threshold assessments were performed. Persistent pain was defined as pain score ≥ 3 or pain affecting activities of daily living 4 months after surgery. Univariate associations were generated using generalised estimating equations. Enrolment site was forced into the multivariable model, and risk factors with p < 0.2 in univariate analyses were considered for backwards selection. Of 210 patients, 135 (64.3%) developed persistent pain. The multivariable model attained AUC = 0.807, with five independent associations: age (OR 0.85 95%CI 0.74-0.98 per 5 years); diabetes (OR 4.68, 95%CI 1.03-21.22); pre-operative pain score at sites other than the breast (OR 1.48, 95%CI 1.11-1.96); previous mastitis (OR 4.90, 95%CI 1.31-18.34); and perceived stress scale (OR 1.35, 95%CI 1.01-1.80 per 5 points), after adjusting for: enrolment site; pre-operative pain score at the breast; pre-operative overall pain score at rest; postoperative non-steroidal anti-inflammatory drug use; and pain catastrophising scale. Future research should validate this model and evaluate pre-emptive interventions to reduce persistent pain risk.
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Neoplasias da Mama , Criança , Humanos , Feminino , Pré-Escolar , Neoplasias da Mama/cirurgia , Estudos Prospectivos , Estudos de Coortes , Atividades Cotidianas , Dor , Fatores de Risco , Dor Pós-Operatória/epidemiologia , Dor Pós-Operatória/etiologia , Dor Pós-Operatória/diagnósticoRESUMO
If an accidental dural puncture occurs, one option is to insert a catheter and use it as an intrathecal catheter. This avoids the need for a further injection and can rapidly provide labour analgesia and anaesthesia for caesarean section. However, there are no recommendations for managing intrathecal catheters and, therefore, significant variation in clinical practice exists. Mismanagement of the intrathecal catheter can lead to increased motor block, high spinal anaesthesia, drug error, hypotension and fetal bradycardia. Care must be taken with an intrathecal catheter to adhere to strict aseptic technique, meticulous labelling, cautious administration of medications and good communication with the patient and other staff. Every institution considering the use of intrathecal catheters should establish a protocol. For labour analgesia, we recommend the use of dilute local anaesthetic agents and opioids. For caesarean section anaesthesia, gradual titration to the level of the fourth thoracic dermatome, with full monitoring, in a facility equipped to manage complications, should be performed using local anaesthetics combined with lipophilic opioids and morphine or diamorphine. Although evidence of the presence and duration of intrathecal catheters on the development of post-dural puncture headache and need for epidural blood patch is limited, we suggest considering leaving the intrathecal catheter in for 24 hours to reduce the chance of developing a post-dural puncture headache while maintaining precautions to avoid drug error and cerebrospinal fluid leakage. Injection of sterile normal saline into the intrathecal catheter may reduce post-dural puncture headache. The level of evidence for these recommendations was low.
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Analgesia Epidural/instrumentação , Analgesia Obstétrica/instrumentação , Anestesia Epidural/instrumentação , Anestesia Obstétrica/instrumentação , Punção Espinal/efeitos adversos , Adulto , Analgesia Epidural/métodos , Analgesia Obstétrica/métodos , Anestesia Epidural/métodos , Anestesia Obstétrica/métodos , Catéteres , Cesárea , Feminino , Humanos , GravidezRESUMO
Background and Objectives: The purpose of this study was to investigate the effects of transcranial direct current stimulation (tDCS) on motor function, balance and gait ability in patients with Parkinson's disease (PD). Materials and Methods: For the experiment, 30 patients with PD were randomly assigned to the experimental group (n = 15) and the control group (n = 15). Visual cueing training was commonly applied to both groups, the experimental group applied tDCS simultaneously with visual training, and the control group applied sham tDCS simultaneously with visual training. All subjects were pre-tested before the first intervention, post-tested after completing all 4 weeks of intervention, and followed-up tested 2 weeks after the completing intervention. The tests used the Unified Parkinson's Disease Rating Scale (UPDRS) for motor function assessment, Functional Gait Assessment (FGA) for balance assessment, Freezing of Gait Questionnaire (FOG-Q) and the GAITRite system for gait ability assessment. Among the data obtained through the GAITRite system, gait velocity, cadence, step time, double support time, and stride length were analyzed. Results: The experimental group showed a significant decrease in UPDRS and a significant increase in FGA and cadence after the intervention. In addition, UPDRS and cadence showed a significant difference in the follow-up test compared to the pre-intervention test. Conclusions: This study suggests that the application of tDCS to the supplementary motor area of PD patients is useful as an adjuvant therapy for rehabilitation training of PD patients.
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Transtornos Neurológicos da Marcha , Doença de Parkinson , Estimulação Transcraniana por Corrente Contínua , Método Duplo-Cego , Marcha , Transtornos Neurológicos da Marcha/etiologia , Transtornos Neurológicos da Marcha/terapia , Humanos , Doença de Parkinson/complicações , Doença de Parkinson/terapiaRESUMO
Both isobaric and hyperbaric bupivacaine have been used for spinal anaesthesia for elective caesarean section, but it is not clear if one is better than the other. The primary objective of this systematic review was to determine the effectiveness and safety of hyperbaric bupivacaine compared with isobaric bupivacaine administered during spinal anaesthesia for elective caesarean section. We included 10 studies with 614 subjects in the analysis. There was no evidence of differences either in the risk of conversion to general anaesthesia, with a relative risk (95%CI) of 0.33 (0.09-1.17) (very low quality of evidence), or in the need for supplemental analgesia, the relative risk (95%CI) being 0.61 (0.26-1.41) (very low quality of evidence). There was also no evidence of a difference in the use of ephedrine, the amount of ephedrine used, nausea and vomiting, or headache. Hyperbaric bupivacaine took less time to reach a sensory block height of T4, with a mean difference (95%CI) of -1.06 min (-1.80 to -0.31). Due to the rarity of some outcomes, dose variability, use of adjuvant drugs and spinal technique used, future clinical trials should look into using adequate sample size to investigate the primary outcome of the need for supplemental analgesia.
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Anestesia Obstétrica/métodos , Raquianestesia/métodos , Anestésicos Locais/administração & dosagem , Bupivacaína/administração & dosagem , Cesárea , Anestesia Geral , Anestésicos Locais/química , Bupivacaína/química , Feminino , Humanos , GravidezRESUMO
Intravenous remifentanil patient-controlled analgesia can be used during labour as an alternative to epidural analgesia. Adverse effects of opioids, including hypoxia and bradycardia, may lead to maternal morbidity and mortality. We devised an interactive feedback system based on a clinical proportional algorithm, to continuously monitor for adverse effects to enhance safety and better titrate analgesia. This vital signs-controlled, patient-assisted intravenous analgesia with remifentanil used a prototype delivery system linked to a pulse oximeter that evaluated maternal oxygen saturation and heart rate continuously. With this system, we detected oxygen saturation < 95% for more than 60 s in 15 of 29 subjects (52%); and heart rate < 60 min-1 for more than 60 s in 7 of 29 subjects (24%) during use. The system automatically responded appropriately by reducing the dosages and temporarily halting remifentanil administration, thus averting further hypoxia and bradycardia.
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Analgesia Epidural/métodos , Analgesia Obstétrica/métodos , Analgesia Controlada pelo Paciente/métodos , Analgésicos Opioides/administração & dosagem , Remifentanil/administração & dosagem , Sinais Vitais , Adulto , Feminino , Humanos , Trabalho de Parto , Oxigênio/sangue , GravidezRESUMO
[Purpose] Our working hypothesis is that underwater treadmill training improves normal people's gait ability. [Subjects and Methods] Twenty-five healthy subjects with no orthopedic history of lower extremity were recruited. Gait training is performed using an underwater treadmill (HydroTrack® Underwater Treadmill System, Conray, Inc., Phoenix, AZ, USA), for twenty minutes per session, five sessions a week for four weeks. The water temperature was set at about 33â °C and the depth was fixed to reach between the subjects' xiphoid process and the navel. [Results] After the intervention, step length, velocity, and cadence increased significantly. [Conclusion] This study conducted underwater treadmill training with normal people, with positive effects on gait ability.
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[Purpose] This study's working hypothesis is that underwater walking training is beneficial for healthy subjects balance. [Subjects and Methods] Forty eight subjects (Underwater walking group=25, Overground walking group=23) completed the experiment. Healthy subjects with no orthopedic history of lower extremity injuries were recruited. Gait training is performed using the underwater treadmill consisted of 30-minute walking sessions, five times per week for four weeks. [Results] After the intervention, the medial-lateral and anterior-posterior balance indices increased significantly. [Conclusion] This study conducted underwater walking training on the healthy subjects, with positive effects on balancing ability.
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Catechol-O-methyltransferase (COMT) gene polymorphisms and haplotypes have been associated with both experimental and clinical pain phenotypes. In this prospective study, we investigated the association of three common polymorphisms with experimentally induced pressure pain, postoperative pain and amount of self-administered morphine in 973 patients who underwent scheduled total hysterectomy. DNA extracted from peripheral blood was genotyped for three COMT polymorphisms by Taqman assay or a PCR-based method. In the overall sample, rs4633 and rs4680 were significantly associated with morphine use, whereas rs4818 was associated with time-averaged pain scores. Statistically significant associations were found between COMT rs4633 and rs4680 genotypes and the amount of morphine self-administered through a patient-controlled analgesia pump. For rs4818, the only statistically significant association was with time-averaged pain scores. Haplotype analysis showed statistically significant association of the low pain sensitivity haplotype with time-averaged pain scores; and average pain sensitivity haplotype with total morphine and weight-adjusted morphine.
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Analgésicos Opioides/administração & dosagem , Catecol O-Metiltransferase/genética , Histerectomia/efeitos adversos , Morfina/administração & dosagem , Dor Pós-Operatória/tratamento farmacológico , Analgesia Controlada pelo Paciente , Povo Asiático , Etnicidade , Feminino , Marcadores Genéticos , Genótipo , Haplótipos , Humanos , Masculino , Estudos Observacionais como Assunto , Dor Pós-Operatória/etnologia , Dor Pós-Operatória/genética , Polimorfismo de Nucleotídeo Único , Estudos ProspectivosRESUMO
BACKGROUND: Intrathecal morphine-induced pruritus is a very common side-effect that is difficult to prevent or treat. Central and peripheral mechanisms are believed to be involved. The aim of this study was to determine if a peripherally acting, µ-opioid antagonist would reduce morphine-induced pruritus. METHODS: We conducted a multicentre, randomized, blinded, placebo-controlled trial of women having elective Caesarean section under spinal anaesthesia with intrathecal morphine 100 µg. After delivery, participants received either subcutaneous methylnatrexone bromide 12 mg (MNTX group, n=69) or saline (placebo group, n=68). Pruritus, nausea, pain, analgesic use, and side-effects were assessed at 2, 4, 8, and 24 h. The primary outcome was the severity of pruritus (0-10 score). RESULTS: One hundred and thirty-seven women completed the study, with five major protocol violations. There was no statistically significant difference between the MNTX and placebo groups for the median (IQR) pruritus AUC scores [24 (9-47) vs 36 (11-68), median difference 8.5, 95% confidence interval (CI) 0-20, P=0.09] or the worst pruritus score [3 (2-7) vs 5 (2-6), median difference 1, 95% CI 0-2, P=0.24]. The incidence of pruritus was 84% in the MNTX group and 88% in the placebo group (P=0.48). Analgesic and gastrointestinal outcomes did not significantly differ between the groups. CONCLUSIONS: A single dose of subcutaneous methylnaltrexone bromide 12 mg did not reduce the overall severity or incidence of pruritus. In this study, treatment with a peripherally acting µ-opioid antagonist was generally ineffective against intrathecal morphine-induced pruritus, but a small clinical effect cannot be excluded. CLINICAL TRIAL REGISTRATION: Australian New Zealand Clinical Trials Registry (ACTRN12611000345987).
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Cesárea , Morfina/efeitos adversos , Naltrexona/análogos & derivados , Complicações Pós-Operatórias/prevenção & controle , Prurido/induzido quimicamente , Prurido/prevenção & controle , Adulto , Analgesia Obstétrica/métodos , Analgésicos Opioides/efeitos adversos , Raquianestesia/métodos , Austrália , Feminino , Humanos , Pessoa de Meia-Idade , Naltrexona/uso terapêutico , Antagonistas de Entorpecentes/uso terapêutico , Complicações Pós-Operatórias/induzido quimicamente , Gravidez , Compostos de Amônio Quaternário/uso terapêutico , Singapura , Resultado do Tratamento , Estados Unidos , Adulto JovemRESUMO
Hypotension occurs commonly during spinal anaesthesia for caesarean section, associated with maternal and fetal adverse effects. We developed a double-vasopressor automated system with a two-step algorithm and continuous non-invasive haemodynamic monitoring using the Nexfin device. The system delivered 25 µg phenylephrine every 30 s when systolic blood pressure was between 90% and 100% of baseline, or 2 mg ephedrine at this blood pressure range and heart rate < 60 beats.min(-1) ; and 50 µg phenylephrine or 4 mg ephedrine when systolic blood pressure was < 90% of baseline with the same heart rate criterion. Fifty-seven women received standardised spinal anaesthesia. Twenty-seven (47.4%) had at least one reading of hypotension defined as systolic blood pressure < 80% baseline. Systolic blood pressure was within 20% of the baseline in a mean (SD) of 79.8 (20.9)% of measurements. Fifty-three (93.0%) women required phenylephrine before delivery while 10 (17.5%) required ephedrine. Six women (10.5%) experienced nausea and three (5.3%) vomited. The system was able to achieve a low incidence of maternal hypotension with good maternal and fetal outcomes.
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Raquianestesia/instrumentação , Cesárea/instrumentação , Hemodinâmica/efeitos dos fármacos , Monitorização Intraoperatória/instrumentação , Assistência Perioperatória/instrumentação , Vasoconstritores/administração & dosagem , Vasoconstritores/uso terapêutico , Adulto , Anestesia Obstétrica , Raquianestesia/métodos , Automação , Pressão Sanguínea/efeitos dos fármacos , Cesárea/métodos , Efedrina/administração & dosagem , Efedrina/uso terapêutico , Feminino , Frequência Cardíaca/efeitos dos fármacos , Humanos , Hipotensão/tratamento farmacológico , Recém-Nascido , Monitorização Intraoperatória/métodos , Assistência Perioperatória/métodos , Fenilefrina/administração & dosagem , Fenilefrina/uso terapêutico , Náusea e Vômito Pós-Operatórios/epidemiologia , Gravidez , Complicações Cardiovasculares na Gravidez/tratamento farmacológico , Resultado da Gravidez , Resultado do TratamentoRESUMO
Hypotension necessitating vasopressor administration occurs commonly during caesarean section under spinal anaesthesia. We developed a novel vasopressor delivery system that automatically administers phenylephrine or ephedrine based on continuous non-invasive arterial pressure monitoring. A phenylephrine bolus of 50 µg was given at 30-s intervals when systolic blood pressure fell < 90% of baseline; an ephedrine bolus of 4 mg was given instead if systolic pressure fell < 90% of baseline together with a heart rate < 60 beats.min(-1). The control group used manual boluses of either phenylephrine 100 µg or ephedrine 8 mg, administered at 1-min intervals based on the same thresholds for systolic pressure and heart rate. This randomised, controlled, double-blinded trial involved 213 healthy women who underwent elective caesarean delivery under spinal anaesthesia using 11 mg hyperbaric bupivacaine with 15 µg fentanyl and 100 µg morphine. The automated vasopressor group had better systolic pressure control, with 37/106 (34.9%) having any beat-to-beat systolic pressure reading < 80% of baseline compared with 63/107 (58.9%) in the control group (p < 0.001). There was no difference in the incidence of reactive hypertension, defined as systolic pressure > 120% of baseline, with 8/106 (7.5%) in the automated vasopressor group vs 14/107 (13.1%) in the control group, or total dose of vasopressors. The automated vasopressor group had lower median absolute performance error of 8.5% vs control of 9.8% (p = 0.013), and reduced incidence of nausea (1/106 (0.9%) vs 11/107 (10.3%), p = 0.005). Neonatal umbilical cord pH, umbilical lactate and Apgar scores were similar. Hence, our system afforded better control of maternal blood pressure and reduced nausea with no increase in reactive hypertension when compared with manual boluses.
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Anestesia Obstétrica/efeitos adversos , Raquianestesia/efeitos adversos , Cesárea , Hipotensão/tratamento farmacológico , Complicações Intraoperatórias/tratamento farmacológico , Vasoconstritores/administração & dosagem , Adulto , Algoritmos , Método Duplo-Cego , Esquema de Medicação , Sistemas de Liberação de Medicamentos/métodos , Efedrina/administração & dosagem , Efedrina/efeitos adversos , Feminino , Hemodinâmica/efeitos dos fármacos , Humanos , Hipotensão/etiologia , Infusões Intravenosas , Pessoa de Meia-Idade , Monitorização Intraoperatória/métodos , Fenilefrina/administração & dosagem , Fenilefrina/efeitos adversos , Gravidez , Vasoconstritores/efeitos adversos , Adulto JovemRESUMO
This trial was conducted to compare the analgesic efficacy of administering variable-frequency automated boluses at a rate proportional to the patient's needs with fixed continuous basal infusion in patient-controlled epidural analgesia (PCEA) during labour and delivery. We recruited a total of 102 parturients in labour who were randomly assigned to receive either a novel PCEA with automated mandatory boluses of 5 ml administered once, twice, three or four times per hour depending on the history of the parturient's analgesic demands over the past hour (Automated bolus group), or a conventional PCEA with a basal infusion of 5 ml.h(-1) (Infusion group). The incidence of breakthrough pain requiring supplementation by an anaesthetist was significantly lower in the Automated bolus group, three out of 51 (5.9%) compared with the Infusion group, 12 out of 51 (23.5%, p = 0.023). The time-weighted mean (SD) hourly consumption of ropivacaine was similar in both groups, 10.0 (3.0) mg in the Automated bolus group vs 11.1 (3.2) mg in the Infusion group (p = 0.06). Parturients from the Automated bolus group reported higher satisfaction scores compared with those in the Infusion group, 96.5 (5.0) vs 89.2 (9.4), respectively (p < 0.001). There was no difference in the incidence of maternal side-effects and obstetric and neonatal outcomes.
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Amidas/administração & dosagem , Analgesia Epidural/métodos , Analgesia Obstétrica/métodos , Analgesia Controlada pelo Paciente/métodos , Fentanila/administração & dosagem , Dor do Parto/tratamento farmacológico , Adulto , Analgésicos Opioides/administração & dosagem , Anestésicos Locais/administração & dosagem , Pressão Sanguínea/efeitos dos fármacos , Quimioterapia Combinada/métodos , Quimioterapia Assistida por Computador , Feminino , Frequência Cardíaca/efeitos dos fármacos , Humanos , Infusões Intravenosas , Trabalho de Parto , Medição da Dor/métodos , Satisfação do Paciente/estatística & dados numéricos , Gravidez , Ropivacaina , Resultado do TratamentoAssuntos
Anestesia Obstétrica/efeitos adversos , Raquianestesia/efeitos adversos , Cesárea , Consenso , Hipotensão/tratamento farmacológico , Vasoconstritores/uso terapêutico , Adulto , Efedrina/uso terapêutico , Feminino , Humanos , Hipotensão/induzido quimicamente , Fenilefrina/uso terapêutico , Guias de Prática Clínica como Assunto , GravidezRESUMO
We report an exceptional case of secondary postpartum hemorrhage (PPH) twenty days after cesarean delivery, resulting from a ruptured uterine artery pseudoaneurysm (UAP). The diagnosis was initially confounded by a septic shock necessitating inotropic support in the intensive care unit. Intense vaginal bleeding occurred eleven days after uterine curettage. Doppler ultrasound showed an anechoic focus in the inferior part of the uterus with turbulent flow. Bilateral internal iliac artery angiograms revealed a left uterine artery pseudoaneurysm that was successfully embolized. UAP is a rare cause of unexplained PPH that requires a high index of suspicion for diagnosis. This first report in the anesthesia literature serves to focus our awareness on its possible occurrence, and gives track to its management. Pitfalls in UAP diagnostic are highlighted (delayed presentation, possibility of spontaneous hemostasis, and lack of typical findings on colour Doppler sonography in hypotensive patients). These pitfalls may further be confounded by a concomitant sepsis. Angiography and selective uterine artery embolization is the treatment of choice.
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Falso Aneurisma/complicações , Falso Aneurisma/diagnóstico por imagem , Aneurisma Roto/complicações , Aneurisma Roto/diagnóstico por imagem , Hemorragia Pós-Parto/etiologia , Artéria Uterina/diagnóstico por imagem , Falso Aneurisma/terapia , Aneurisma Roto/terapia , Antibacterianos/uso terapêutico , Anti-Infecciosos/uso terapêutico , Ceftriaxona/uso terapêutico , Cesárea , Feminino , Seguimentos , Humanos , Metronidazol/uso terapêutico , Hemorragia Pós-Parto/terapia , Gravidez , Radiografia , Choque Séptico/complicações , Choque Séptico/diagnóstico , Choque Séptico/tratamento farmacológico , Resultado do Tratamento , Ultrassonografia Doppler/métodos , Embolização da Artéria Uterina/métodosRESUMO
Hypotension occurs in most caesarean sections under spinal anaesthesia, necessitating vasopressor administration. However, the optimal dosing regimen remains unclear. We have developed a novel vasopressor delivery system that automatically administers phenylephrine or ephedrine based on continuous non-invasive blood pressure monitoring. This prospective cohort study recruited 55 healthy women under standardised spinal anaesthesia with 2.2 ml hyperbaric bupivacaine 0.5%, 15 µg fentanyl and 100 µg morphine. A 50-µg phenylephrine bolus was given at 1-min intervals when systolic blood pressure fell below 90% of baseline, and a 4-mg ephedrine bolus was given when hypotension developed with bradycardia (heart rate <60 beats.min(-1) ). Systolic blood pressure was within 20% of baseline in 88% of all measurements. Six patients (11%) had one or more measurements above 120% of baseline (1% of all measurements), whereas 36 (65%) had at least one reading below 80% of baseline (11% of total measurements). The system maintained systolic blood pressure at a mean (SD) of -9.1 (7.0)% below baseline, with 5.4 (2.5)% fluctuation. Two patients (4%) experienced pre-delivery nausea. All 5-min Apgar scores were 9.
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Anestesia Obstétrica/efeitos adversos , Raquianestesia/efeitos adversos , Cesárea , Sistemas de Liberação de Medicamentos/métodos , Hipotensão/tratamento farmacológico , Vasoconstritores/administração & dosagem , Adulto , Analgésicos Opioides , Anestésicos Locais , Bupivacaína , Estudos de Coortes , Efedrina/administração & dosagem , Feminino , Fentanila , Frequência Cardíaca/efeitos dos fármacos , Humanos , Hipotensão/induzido quimicamente , Pessoa de Meia-Idade , Morfina , Fenilefrina/administração & dosagem , Gravidez , Estudos Prospectivos , Adulto JovemRESUMO
NEED-The effect of dimensional variability of sheet thickness (tolerance) and tool misalignment is poorly understood for the clinching process. Finite element analysis (FEA) is valuable but requires a lot of and is difficult to verify in this situation due to the asymmetrical geometry and nonlinear plasticity. OBJECTIVE-The objective of this work was to determine the effect of thickness tolerance, tool misalignment and sheet placement (top vs. bottom) in the clinching process, by use of analogue modelling with plasticine. METHOD-Experiments used a scaled-up punch and die, with plasticine as the analogue. Thickness tolerances were represented by sheet thicknesses of 11 and 7 mm, 12 and 8 mm, 8 and 12 mm and 13 and 9 mm for upper and lower sheets, respectively. Two types of lubricant were tested between sheets: glycerine and silicone oil. Angular variability was also introduced. Measured parameters were interlock (also called undercut) and neck thickness. Analogue results for deformation were compared with microscopy of metal clinching. FINDINGS-The results reveal that the multiscale analogue model is an efficient tool for studying the effect of dimensional deviation on a clinch joint. Thickness tolerance showed a critical relationship with interlock, namely a reduction to about half that of the nominal, for both maximum and least material conditions. Increased angular misalignment also reduced the interlock. Compared with glycerine, silicone oil tests showed reduced interlock, possibly the result of a lower coefficient of friction. ORIGINALITY-This work demonstrates the usefulness of analogue modelling for exploring process variability in clinching. The results also show that significant effects for sheet placement are ductility, lubricant (friction), thickness of samples and tool misalignment.
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INTRODUCTION: Risk-prediction models for breakthrough pain facilitate interventions to forestall inadequate labour analgesia, but limited work has used machine learning to identify predictive factors. We compared the performance of machine learning and regression techniques in identifying parturients at increased risk of breakthrough pain during labour epidural analgesia. METHODS: A single-centre retrospective study involved parturients receiving patient-controlled epidural analgesia. The primary outcome was breakthrough pain. We randomly selected 80% of the cohort (training cohort) to develop three prediction models using random forest, XGBoost, and logistic regression, followed by validation against the remaining 20% of the cohort (validation cohort). Area-under-the-receiver operating characteristic curve (AUC), sensitivity, specificity, and positive and negative predictive values (PPV and NPV) were used to assess model performance. RESULTS: Data from 20 716 parturients were analysed. The incidence of breakthrough pain was 14.2%. Of 31 candidate variables, random forest, XGBoost and logistic regression models included 30, 23, and 15 variables, respectively. Unintended venous puncture, post-neuraxial analgesia highest pain score, number of dinoprostone suppositories, neuraxial technique, number of neuraxial attempts, depth to epidural space, body mass index, pre-neuraxial analgesia oxytocin infusion rate, maternal age, pre-neuraxial analgesia cervical dilation, anaesthesiologist rank, and multiparity, were identified in all three models. All three models performed similarly, with AUC 0.763-0.772, sensitivity 67.0-69.4%, specificity 70.9-76.2%, PPV 28.3-31.8%, and NPV 93.3-93.5%. CONCLUSIONS: Machine learning did not improve the prediction of breakthrough pain compared with multivariable regression. Larger population-wide studies are needed to improve predictive ability.
Assuntos
Analgesia Epidural , Analgesia Obstétrica , Dor Irruptiva , Feminino , Humanos , Aprendizado de Máquina , Estudos RetrospectivosRESUMO
We compared the intubating characteristics of the Pentax Airway Scope, the C-MAC and the Glidescope with those of the Macintosh laryngoscope in 400 patients without predictors of difficult intubation. We found shorter intubation times with the Airway Scope (mean (SD) 20.6 (11.5) s) compared with the C-MAC (31.9 (17.6) s) and Glidescope (31.2 (15.0) s), p < 0.001. The median (IQR [range]) score for ease of intubation was significantly lower (better) with the Airway Scope (0 (0-8.75 [0-60])) than with the C-MAC (10 (0-20 [0-90])) or Glidescope (0 (0-20 [0-80])), p < 0.001. Ease of blade insertion in the C-MAC (0 (0-0 [0-30])) was superior to that of the Airway Scope (0 (0-0 [0-70])), Macintosh (0 (0-0 [0-80])) or Glidescope (0 (0-10 [0-60])), p = 0.006. More patients had a grade 1 laryngeal view with the Airway Scope (97%) compared with the C-MAC (87%), Glidescope (78%), or Macintosh (58%), p < 0.001. There were no grade 3 laryngeal views with the Airway Scope. The three videolaryngoscopes had comparable first attempt successful intubation rates: 95% for the Airway Scope, 93% for the C-MAC and 91% for the Glidescope.