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1.
J Clin Monit Comput ; 37(4): 1081-1093, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37119322

RESUMO

Intraoperative hypotension (IOH) is associated with increased morbidity and mortality. Hypotension Prediction Index (HPI) is a machine learning derived algorithm that predicts IOH shortly before it occurs. We tested the hypothesis that the application of the HPI in combination with a pre-defined Goal Directed Therapy (GDT) hemodynamic protocol reduces IOH during major gynaecologic oncologic surgery. We enrolled women scheduled for major gynaecologic oncologic surgery under general anesthesia with invasive arterial pressure monitoring. Patients were randomized to a GDT protocol aimed at optimizing stroke volume index (SVI) or hemodynamic management based on HPI guidance in addition to GDT. The primary outcome was the amount of IOH, defined as the timeweighted average (TWA) mean arterial pressure (MAP) < 65 mmHg. Secondary outcome was the TWA-MAP < 65 mmHg during the first 20 min after induction of GA. After exclusion of 10 patients the final analysis included 60 patients (30 in each group). The median (25-75th IQR) TWA-MAP < 65 mmHg was 0.14 (0.04-0.66) mmHg in HPI group versus 0.77 (0.36-1.30) mmHg in Control group, P < 0.001. During the first 20 min after induction of GA, the median TWA-MAP < 65 mmHg was 0.53 (0.06-1.8) mmHg in the HPI group and 2.15 (0.65-4.2) mmHg in the Control group, P = 0.001. Compared to a GDT protocol aimed to SVI optimization, a machine learning-derived algorithm for prediction of IOH combined with a GDT hemodynamic protocol, reduced IOH and hypotension after induction of general anesthesia in patients undergoing major gynaecologic oncologic surgery.Trial registration number: NCT04547491. Date of registration: 10/09/2020.


Assuntos
Objetivos , Hipotensão , Humanos , Feminino , Pressão Arterial , Procedimentos Cirúrgicos Vasculares , Hemodinâmica
2.
J Pers Med ; 14(1)2023 Dec 30.
Artigo em Inglês | MEDLINE | ID: mdl-38248759

RESUMO

BACKGROUND: Intraoperative hypotension is associated with increased perioperative complications, hospital length of stay (LOS) and healthcare expenditure in gynecologic surgery. We tested the hypothesis that the adoption of a machine learning-based warning algorithm (hypotension prediction index-HPI) might yield an economic advantage, with a reduction in adverse outcomes that outweighs the costs for its implementation as a medical device. METHODS: A retrospective-matched cohort cost-benefit Italian study in gynecologic surgery was conducted. Sixty-six female patients treated with standard goal-directed therapy (GDT) were matched in a 2:1 ratio with thirty-three patients treated with HPI based on ASA status, diagnosis, procedure, surgical duration and age. RESULTS: The most relevant contributor to medical costs was operating room occupation (46%), followed by hospital stay (30%) and medical devices (15%). Patients in the HPI group had EURO 300 greater outlay for medical devices without major differences in total costs (GDT 5425 (3505, 8127), HPI 5227 (4201, 7023) p = 0.697). A pre-specified subgroup analysis of 50% of patients undergoing laparotomic surgery showed similar medical device costs and total costs, with a non-significant saving of EUR 1000 in the HPI group (GDT 8005 (5961, 9679), HPI 7023 (5227, 11,438), p = 0.945). The hospital LOS and intensive care unit stay were similar in the cohorts and subgroups. CONCLUSIONS: Implementation of HPI is associated with a scenario of cost neutrality, with possible economic advantage in high-risk settings.

3.
Cardiol Cardiovasc Med ; 6(5): 493-496, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36380984

RESUMO

Background: Cardiovascular diseases are the most common non-obstetric cause of maternal death. These cases became more common thanks to the improvement in cardiovascular therapies. A multidisciplinary team is necessary to manage these pregnancies. Case Report: A 32 years old women at the 25th week of gestation for acute heart failure in pre-existing left ventricular dysfunction induced by radio-chemotherapy admitted to the Coronary Unit of IRCCS Policlinico Universitario Agostino Gemelli for worsening of dyspneic symptoms and anuria not responding to diuretic therapy. At the echocardiogram: ejection fraction 30%, enlarged left atrium, systolic pulmonary arterial pressure 38 mmHg, bilateral pleural effusion, bilateral diffused pulmonary B lines. A multidisciplinary team composed by cardiologists, gynecologists, anesthesiologists, cardiac surgeons, neonatologists and bioethicists decided for an elective cesarean delivery at the 27th week of gestation in the hybrid cardio-thoracic operating theater. Anesthesia was provided by combined spinal-epidural technique under invasive continuous hemodynamic monitoring with the Edwards Lifesciences HemoSphere with Hypotension Prediction Index (HPI) and ForeSight technology (Edwards Lifesciences, Irvine, USA) through catheterization of the left radial artery. The femoral arteries were left available for extracorporeal circulation. Continuous norepinephrine infusion was started once liquor was collected in the spinal needle at a 0.1 mcg/kg/minute through a central line and was continued until the end of surgery. Fluid management consisted of a total of 200 ml of crystalloids. HPI values never reached alarm values (maximum value =10). The patient was discharged home on the 5th day after delivery with good hemodynamic compensation. The baby was intubated at birth and then gradually weaned from mechanical ventilation, then discharged.

4.
Minerva Anestesiol ; 86(12): 1287-1295, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33174404

RESUMO

BACKGROUND: Atelectasis formation is considered the major cause of hypoxemia during general anesthesia (GA). Gynecologic oncologic surgery (GOS) often requires pneumoperitoneum and steep bed angulation that further reduce lung compliance by shifting bowels and diaphragm. The aim of our study was to assess the impact of intraoperative variables on lung aeration using lung ultrasound (LUS) score and their correlation with postoperative oxygenation in women undergoing GOS. METHODS: In this prospective observational study 80 patients scheduled for GOS were enrolled. After three minutes pre-oxygenation, propofol-sufentanil-sevoflurane GA and standard mechanical ventilation (MV) were administered (tidal volume of 8 mL/kg of predicted body weight, FiO2 40%, I:E ratio of 1:2 and PEEP 5 cm H2O). A 0-36 LUS score was calculated considering 12 pulmonary areas, and arterial blood gas analysis were performed before GA (T1) and in recovery room (T2). RESULTS: LUS score increased significantly between T1 (1.79±2.39) and T2 (11.08±4.40, ΔLUS=9.29±4.10, P<0.05), mostly in basal and posterior areas. Changes in LUS score correlated significantly with time of MV (r=0.246, P<0.05), cumulative time in TR position (r=0.321, P<0.05) and worsening in oxygenation (ΔPaO2/FiO2, r=-0.260, P<0.05). ΔLUS score significantly correlated with colloid infusion. The linear regression analysis showed that TR time can predict ΔLUS score (F1,78=8.97, P=0.004). No correlation was found with pneumoperitoneum, apnea time at induction and TR angle. CONCLUSIONS: Aeration loss after GOS detected using LUS correlates with TR time, MV time, colloid infusion and worsening in oxygenation.


Assuntos
Atelectasia Pulmonar , Feminino , Procedimentos Cirúrgicos em Ginecologia , Humanos , Pulmão/diagnóstico por imagem , Atelectasia Pulmonar/diagnóstico por imagem , Respiração Artificial , Ultrassonografia
5.
Mol Med ; 20: 486-9, 2014 Nov 18.
Artigo em Inglês | MEDLINE | ID: mdl-25121719

RESUMO

Anakinra, the recombinant form of the human interleukin (IL)-1 receptor antagonist, blunts the acute systemic inflammatory response in patients with ST-segment elevation myocardial infarction (STEMI), by determining a fall in peripheral blood leukocyte and plasma C-reactive protein levels. The aim of the present study was to determine the effects of anakinra on the activity of leukocytes measured ex vivo. Blood was collected 72 h after admission in 17 patients enrolled in the Virginia Commonwealth University-Anakirna Remodeling Trial (2) (VCU-ART2) and randomly treated with anakinra (N=7) or placebo (N=10). Whole blood was cultured at 37°C for 24 h to measure spontaneous production of IL-6 or stimulated with Escherichia coli lipopolysaccharide (LPS) for toll-like receptor (TLR)-4 or heat-killed Staphylococcus epidermidis (SE) for TLR-2 activation. The cultures of anakinra-treated patients produced significantly less IL-6 spontaneously (71 pg/mL [27-114]) compared with placebo-treated patients (290 pg/mL [211-617], p=0.005). LPS- or SE-induced IL-6 production, on the other hand, was not statistically different between anakinra-versus placebo-treated patients (344 pg/mL [94-560] versus 370 pg/mL [306-991], p=0.32 for LPS, and 484 pg/mL [77-612] versus 615 pg/mL [413-871], p=0.31 for SE, respectively). IL-1 blockade with anakinra in STEMI patients results in reduced spontaneous leukocyte activity ex vivo without impairing the responsiveness to bacterial stimuli.


Assuntos
Anti-Inflamatórios/farmacologia , Proteína Antagonista do Receptor de Interleucina 1/farmacologia , Interleucina-6/metabolismo , Leucócitos/efeitos dos fármacos , Staphylococcus epidermidis/imunologia , Síndrome de Resposta Inflamatória Sistêmica/sangue , Idoso , Células Cultivadas , Feminino , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Lipopolissacarídeos/farmacologia , Masculino , Pessoa de Meia-Idade , Síndrome de Resposta Inflamatória Sistêmica/imunologia
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