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1.
Nat Commun ; 14(1): 7047, 2023 11 03.
Artigo em Inglês | MEDLINE | ID: mdl-37923713

RESUMO

Fetal biometry and amniotic fluid volume assessments are two essential yet repetitive tasks in fetal ultrasound screening scans, aiding in the detection of potentially life-threatening conditions. However, these assessment methods can occasionally yield unreliable results. Advances in deep learning have opened up new avenues for automated measurements in fetal ultrasound, demonstrating human-level performance in various fetal ultrasound tasks. Nevertheless, the majority of these studies are retrospective in silico studies, with a limited number including African patients in their datasets. In this study we developed and prospectively assessed the performance of deep learning models for end-to-end automation of fetal biometry and amniotic fluid volume measurements. These models were trained using a newly constructed database of 172,293 de-identified Moroccan fetal ultrasound images, supplemented with publicly available datasets. the models were then tested on prospectively acquired video clips from 172 pregnant people forming a consecutive series gathered at four healthcare centers in Morocco. Our results demonstrate that the 95% limits of agreement between the models and practitioners for the studied measurements were narrower than the reported intra- and inter-observer variability among expert human sonographers for all the parameters under study. This means that these models could be deployed in clinical conditions, to alleviate time-consuming, repetitive tasks, and make fetal ultrasound more accessible in limited-resource environments.


Assuntos
Líquido Amniótico , Aprendizado Profundo , Gravidez , Feminino , Humanos , Líquido Amniótico/diagnóstico por imagem , Estudos Retrospectivos , Automação , Biometria/métodos
2.
J Clin Ultrasound ; 51(9): 1475-1482, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37883099

RESUMO

OBJECTIVES: Our aim was to investigate the effects of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection on fetal myocardial performance in women who had it during their pregnancy. MATERIALS AND METHODS: In our prospective cohort study including healthy pregnant women and pregnant with SARS-CoV-2 infection, we collected patients' data between June 2021 and April 2022. Maternal characteristics, gestational age at SARS-CoV-2 infection and ultrasound examination, and body mass index were noted. Fetal biometry, fetal anatomy scanning, placenta, amniotic fluid index (AFI), and Doppler parameters were routinely examined in all patients. Left ventricular myocardial performance index (MPI) was measured during fetal echocardiography examination. Doppler parameters, AFI, and MPI values were compared between two groups. RESULTS: Compared with the control group (n = 80), MPI values were found within normal limits in fetuses of pregnant women with SARS-CoV-2 infection (n = 80) (MPI: 0.38 ± 0.06 in the control groups vs. 0.39 ± 0.05 in the SARS-COV-2 positive group, p = 0.79). There was no relationship between SARS-CoV-2 infection and changes in AFI and umbilical artery pulsatility index (PI) values. Uterine artery PI values were significantly higher in pregnant women with (SARS-CoV-2) infection (0.81 in the control group vs. 0.97 in the SARS-CoV-2 group, p < 0.05). CONCLUSIONS: Fetal cardiac functions were not affected in pregnant women with previous (SARS-CoV-2) infection. Further metaanalyses are warranted to confirm the results.


Assuntos
COVID-19 , Gestantes , Feminino , Gravidez , Humanos , Estudos Prospectivos , Retardo do Crescimento Fetal , SARS-CoV-2 , Líquido Amniótico , Ultrassonografia Pré-Natal/métodos
3.
Radiographics ; 43(6): e220146, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37200220

RESUMO

Amniotic fluid (AF) is an integral part of the fetal environment and is essential for fetal growth and development. Pathways of AF recirculation include the fetal lungs, swallowing, absorption through the fetal gastrointestinal tract, excretion through fetal urine production, and movement. In addition to being a marker for fetal health, adequate AF is necessary for fetal lung development, growth, and movement. The role of diagnostic imaging is to provide a detailed fetal survey, placental evaluation, and clinical correlation with maternal conditions to help identify causes of AF abnormalities and thereby enable specific therapy. Oligohydramnios prompts evaluation for fetal growth restriction as well as genitourinary issues, including renal agenesis, multicystic dysplastic kidneys, ureteropelvic junction obstruction, and bladder outlet obstruction. Premature preterm rupture of membranes should also be clinically excluded as a cause of oligohydramnios. Clinical trials evaluating amnioinfusion are underway as a potential intervention for renal causes of oligohydramnios. Most cases of polyhydramnios are idiopathic, with maternal diabetes being a common cause. Polyhydramnios prompts evaluation for fetal gastrointestinal obstruction and oropharyngeal or thoracic masses, as well as neurologic or musculoskeletal anomalies. Amnioreduction is performed only for maternal indications such as symptomatic polyhydramnios causing maternal respiratory distress. Polyhydramnios with fetal growth restriction is paradoxical and can occur with maternal diabetes and hypertension. When these maternal conditions are absent, this raises concern for aneuploidy. The authors describe the pathways of AF production and circulation, US and MRI assessment of AF, disease-specific disruption of AF pathways, and an algorithmic approach to AF abnormalities. ©RSNA, 2023 Online supplemental material is available for this article. Quiz questions for this article are available through the Online Learning Center.


Assuntos
Diabetes Mellitus , Oligo-Hidrâmnio , Poli-Hidrâmnios , Recém-Nascido , Feminino , Gravidez , Humanos , Líquido Amniótico/diagnóstico por imagem , Líquido Amniótico/metabolismo , Oligo-Hidrâmnio/diagnóstico por imagem , Poli-Hidrâmnios/diagnóstico , Poli-Hidrâmnios/metabolismo , Retardo do Crescimento Fetal , Placenta , Diabetes Mellitus/metabolismo
5.
Neonatology ; 120(2): 161-175, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36754038

RESUMO

AIM: The 2015 recommendation of the International Liaison Committee on Resuscitation of no routine tracheal suctioning in non-vigorous neonates born through meconium-stained amniotic fluid (MSAF) was based on very low certainty of evidence (CoE) necessitating ongoing monitoring. The aim of this systematic review was to perform a meta-analysis of observational studies comparing the effect of implementing immediate resuscitation without routine tracheal suctioning versus with routine suctioning in neonates born through MSAF. METHODS: MEDLINE, Embase, CENTRAL, and Web of Science were searched. Observational studies with a before-and-after design were included. Two authors extracted data independently. CoE based on GRADE recommendations was performed. RESULTS: 13 studies were included. Clinical benefit or harm could not be excluded for the composite primary outcome of mortality or requirement of extracorporeal membranous oxygenation (ECMO) (relative risk, 95% confidence interval: 0.74 [0.47-1.17]), and mortality (0.68 [0.42-1.11]). "Routine tracheal suctioning" epoch had possibly lesser risk of meconium aspiration syndrome (MAS) when compared to "no routine tracheal suctioning" epoch (0.68 [0.47-0.99]). "Routine tracheal suctioning" epoch also possibly had a lower risk of hospital admission for respiratory symptoms, requirement of non-invasive respiratory support, invasive mechanical ventilation, surfactant treatment, air leak, and low-flow oxygen therapy. Clinical benefit or harm could not be excluded for the outcome of mortality or ECMO among those diagnosed with MAS (1.09 [0.86-1.39]), but "routine tracheal suctioning" was possibly associated with lower risk of respiratory morbidities among those diagnosed with MAS. The CoE was very low for most of the outcomes evaluated. CONCLUSIONS: Due to the very low CoE for the outcomes evaluated, no definitive conclusions can be drawn warranting the need for additional studies.


Assuntos
Síndrome de Aspiração de Mecônio , Mecônio , Feminino , Humanos , Recém-Nascido , Lactente , Síndrome de Aspiração de Mecônio/prevenção & controle , Líquido Amniótico , Ensaios Clínicos Controlados Aleatórios como Assunto , Respiração Artificial , Estudos Observacionais como Assunto
6.
Telemed J E Health ; 28(1): 93-101, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-33729014

RESUMO

Background: Mobile medical devices for self-patient use are a rapidly evolving section of telehealth. We examined the INSTINCT® ultrasound system, a portable, self-operated ultrasound device attached to a commercial smartphone for remote fetal assessment. We aimed to evaluate whether it is feasible to use remote fetal assessment during pregnancy. Materials and Methods: This is an observational noninterventional trial. We included women with a singleton fetus at 14 + 0 to 39 + 6 gestational weeks. Each participant received the device for a self-use period of 7-14 days and was instructed to perform one to three scans a day. Participants completed a self-assessment questionnaire to evaluate safety and usability (i.e., user experience and satisfaction). Each scan was evaluated for fetal heart activity, amniotic fluid volume, fetal tone, fetal body, and breathing movements. Results: One hundred women, completing 1,360 self scans, used the device for 8.1 ± 1.5 days, performing an average of 13.6 ± 6.2 scans each. There were no device-related serious adverse events. Success in detection was 95.3% for fetal heart activity, 88.3% for body movements, 69.4% for tone, 92.2% for normal amniotic fluid volume, and 23.8% for breathing movements. Interobserver agreement was 94.4% for fetal heart rate activity, 85.9% for body movements, 69.5% for fetal tone, 86.9% for amniotic fluid volume, and 94.0% for breathing movements. Self-assessed user experience was rated at 4.4/5, whereas device satisfaction was rated at 3.9/5. Conclusion: The INSTINCT ultrasound system is a feasible solution for remote sonographic fetal assessment. Further studies are needed to assess its role and impact in telehealth antenatal care and fetal surveillance.


Assuntos
Frequência Cardíaca Fetal , Telemedicina , Líquido Amniótico , Feminino , Humanos , Gravidez , Cuidado Pré-Natal , Ultrassonografia
7.
J Ultrasound Med ; 41(2): 447-455, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33885190

RESUMO

OBJECTIVE: To compare the rate and severity of abnormal amniotic fluid volumes (oligohydramnios or polyhydramnios), as well as the distribution of amniotic fluid levels, in pregnancies with and without diabetes. METHODS: We performed a retrospective cohort study of singleton nonanomalous pregnancies receiving an ultrasound examination (USE) in the third trimester. Pregnancies were categorized into those with and without diabetes and subcategorized by diabetes type. The primary outcomes were oligohydramnios or polyhydramnios. Polyhydramnios was also examined by severity. The association between maternal diabetes status and oligohydramnios or polyhydramnios was assessed using logistic regression. In addition, we computed gestational age-specific amniotic fluid index (AFI) and deepest vertical pocket (DVP) centiles for pregnancies with and without diabetes. RESULTS: There were 60,226 USEs from 26,651 pregnancies that met inclusion criteria. There were 3992 (15.0%) pregnancies with diabetes and 22,659 (85.0%) without diabetes. Using AFI, the rate of polyhydramnios was 10.5 versus 3.8% (odds ratio [OR] 2.95; 95% confidence interval [CI] 2.62-3.32) for pregnancies with versus without diabetes, respectively; using DVP, the rate of polyhydramnios was 13.9 versus 5.4% (OR 2.84; 95% CI 2.56-3.15). Rates of oligohydramnios were also increased in pregnancies with diabetes (3.3 versus 2.6%; OR 1.26; 95% CI 1.04-1.52). The AFI and DVP were significantly higher in the cohort with diabetes between 28 and 36 weeks. CONCLUSION: Within our study population, pregnancies with diabetes had increased rates of oligohydramnios and polyhydramnios as well as increased gestational age-specific amniotic fluid volumes between 28 and 36 weeks. A higher prevalence of polyhydramnios was observed using DVP as compared to AFI; nevertheless, associations were similar using either method.


Assuntos
Diabetes Gestacional , Oligo-Hidrâmnio , Poli-Hidrâmnios , Líquido Amniótico/diagnóstico por imagem , Feminino , Humanos , Lactente , Oligo-Hidrâmnio/diagnóstico por imagem , Oligo-Hidrâmnio/epidemiologia , Poli-Hidrâmnios/diagnóstico por imagem , Poli-Hidrâmnios/epidemiologia , Gravidez , Estudos Retrospectivos , Ultrassonografia Pré-Natal
8.
J Biophotonics ; 14(9): e202000486, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34110703

RESUMO

About a third of babies are delivered by Cesarean section. There has been an increase in maternal deaths during labor due to complications with subsequent births after a C-section. Therefore, there is a clinical motivation to reduce the C-section rate. Current techniques are, however, inefficient at determining fetal distress leading to a high false positive rate for complications and ultimately a C-section. For the current study, Monte Carlo simulations were used to calculate the amount of signal received on a model of a pregnant mother, as well as, the percent of the signal that comes from the fetal layer. Models with and without a 1 mm amniotic fluid were compared and showed differing trends.


Assuntos
Líquido Amniótico , Trabalho de Parto , Cesárea , Feminino , Monitorização Fetal , Humanos , Método de Monte Carlo , Gravidez
9.
Obstet Gynecol Clin North Am ; 48(2): 359-369, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-33972071

RESUMO

Several risk factors for adverse pregnancy outcomes can be identified by a routine third trimester ultrasound scan. However, there is also potential for harm, anxiety, and additional health care costs through unnecessary intervention due to false positive results. The evidence base informing the balance of risks and benefits of universal screening is inadequate to fully inform decision making. However, data on the diagnostic effectiveness of universal ultrasound suggest that better methods are required to result in net benefit, with the exception of screening for presentation near term, where a clinical and economic case can be made for its implementation.


Assuntos
Apresentação Pélvica/diagnóstico por imagem , Retardo do Crescimento Fetal/diagnóstico por imagem , Macrossomia Fetal/diagnóstico por imagem , Terceiro Trimestre da Gravidez , Ultrassonografia Pré-Natal/métodos , Líquido Amniótico/diagnóstico por imagem , Ansiedade/epidemiologia , Biomarcadores/sangue , Reações Falso-Positivas , Feminino , Desenvolvimento Fetal , Humanos , Gravidez , Resultado da Gravidez , Diagnóstico Pré-Natal/métodos , Fatores de Risco , Natimorto , Ultrassonografia Doppler/métodos , Ultrassonografia Pré-Natal/economia
10.
Ultrasound Obstet Gynecol ; 58(6): 892-899, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33836119

RESUMO

OBJECTIVE: To determine the interobserver reproducibility of fetal ultrasound biometric and amniotic-fluid measurements in the third trimester of pregnancy, according to maternal body mass index (BMI) category. METHODS: This was a prospective cohort study of women with a singleton gestation beyond 34 weeks, recruited into four groups according to BMI category: normal (18.0-24.9 kg/m2 ), overweight (25.0-29.9 kg/m2) , obese (30.0-39.9 kg/m2 ) and morbidly obese (≥ 40 kg/m2 ). Multiple pregnancies, women with diabetes and pregnancies with a fetal growth, structural or genetic abnormality were excluded. In each woman, fetal biometric (biparietal diameter (BPD), head circumference, abdominal circumference (AC), femur length (FL) and estimated fetal weight) and amniotic-fluid (amniotic-fluid index (AFI) and maximum vertical pocket (MVP)) measurements were obtained by two experienced sonographers or physicians, blinded to gestational age and each other's measurements. Differences in measurements between observers were expressed as gestational age-specific Z-scores. The interobserver intraclass correlation coefficient (ICC) and Cronbach's reliability coefficient (CRC) were calculated. Bland-Altman analysis was used to assess the degree of reproducibility. RESULTS: In total, 110 women were enrolled prospectively (including 1320 measurements obtained by 17 sonographers or physicians). Twenty (18.2%) women had normal BMI, 30 (27.3%) women were overweight, 30 (27.3%) women were obese and 30 (27.3%) women were morbidly obese. Except for AFI (ICC, 0.65; CRC, 0.78) and MVP (ICC, 0.49; CRC, 0.66), all parameters had a very high level of interobserver reproducibility (ICC, 0.72-0.87; CRC, 0.84-0.93). When assessing reproducibility according to BMI category, BPD measurements had a very high level of reproducibility (ICC ≥ 0.85; CRC > 0.90) in all groups. The reproducibility of AC and FL measurements increased with increasing BMI, while the reproducibility of MVP measurements decreased. Among the biometric parameters, the difference between the BMI categories in measurement-difference Z-score was significant only for FL. Interobserver differences for biometric measurements fell within the 95% limits of agreement. CONCLUSION: Obesity does not seem to impact negatively on the reproducibility of ultrasound measurements of fetal biometric parameters when undertaken by experienced sonographers or physicians who commonly assess overweight, obese and morbidly obese women. © 2021 International Society of Ultrasound in Obstetrics and Gynecology.


Assuntos
Líquido Amniótico/diagnóstico por imagem , Biometria/métodos , Índice de Massa Corporal , Obesidade Materna/diagnóstico por imagem , Ultrassonografia Pré-Natal/estatística & dados numéricos , Adulto , Feminino , Idade Gestacional , Humanos , Obesidade/diagnóstico por imagem , Obesidade/fisiopatologia , Obesidade Materna/fisiopatologia , Obesidade Mórbida/diagnóstico por imagem , Obesidade Mórbida/fisiopatologia , Variações Dependentes do Observador , Sobrepeso/diagnóstico por imagem , Sobrepeso/fisiopatologia , Gravidez , Terceiro Trimestre da Gravidez , Estudos Prospectivos , Reprodutibilidade dos Testes , Método Simples-Cego
11.
Fetal Diagn Ther ; 48(5): 327-332, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33902036

RESUMO

OBJECTIVES: A multivariable predictive model has recently been developed with good accuracy to predict spontaneous preterm delivery within 7 days in women with preterm labor (PTL) and intact membranes. However, this model measures amniotic fluid (AF) interleukin (IL)-6 concentrations using the ELISA method, thereby limiting clinical implementation. The main objectives of this study were to validate the automated immunoassay as a quantitative method to measure AF IL-6 in women with PTL and to evaluate the diagnostic performance of AF IL-6 alone and as part of a multivariable predictive model to predict spontaneous delivery in 7 days with this automated method. STUDY DESIGN: This is a retrospective observational study in women with PTL below 34 weeks who underwent amniocentesis to rule out microbial invasion of the amniotic cavity. Women with clinical signs of chorioamnionitis, cervical length measurement at admission >5th centile, maternal age <18 years, and no consent to perform amniocentesis for this indication were excluded. The local Institutional Review Boards approved the study (HCB/2019/0940). Analysis of AF IL-6 Concentrations: AF IL-6 concentrations were measured using an automated Cobas e602 electrochemiluminescence immunoanalyzer and Human IL-6 Quantikine ELISA kit. RESULTS: Of the entire study group (n = 100), 38 women spontaneously delivered within 7 days after admission. Both laboratory methods showed good agreement (intraclass correlation coefficient: 0.937 (95% confidence interval [CI] 0.908-0.957); p < 0.001). Diagnostic performance of AF IL-6 to predict spontaneous delivery within 7 days when it was included in the multivariable predictive model showed an area under the receiver operating characteristic curve of 0.894 (95% CI 0.799-0.955), sensitivity of 97%, specificity of 74%, positive predictive value of 73%, negative predictive value of 97%, positive likelihood ratio (LR) of 3.7, and negative LR of 0.045. CONCLUSION: While both analytical methods were comparable for measuring AF IL-6 concentrations in women with PTL, the Cobas immunoanalyzer provided rapid diagnosis of intra-amniotic inflammation within minutes. The predictive model showed a good diagnostic performance to target women at high risk of spontaneous delivery within 7 days.


Assuntos
Corioamnionite , Trabalho de Parto Prematuro , Adolescente , Líquido Amniótico , Corioamnionite/diagnóstico , Feminino , Humanos , Recém-Nascido , Inflamação , Interleucina-6 , Trabalho de Parto Prematuro/diagnóstico , Gravidez
12.
Eur J Obstet Gynecol Reprod Biol ; 258: 343-347, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33529970

RESUMO

Immature fetal lung is associated with many adverse outcomes including respiratory distress syndrome and transient tachypnoea of the newborn. Several methods/tools have been used over several decades to assess fetal lung maturity prior to delivery. Some of the methods that have been used to assess fetal lung maturity include amniocentesis for the biochemical markers, lecithin and sphingomyelin, lamellar body counts, gray scale ultrasound scan and magnetic resonance imaging. Amniocentesis an invasive procedure which carries a small risk of miscarriage has almost become obsolete. Magnetic resonance imaging on the other hand is expensive and not very practical. Quantitative ultrasound fetal lung maturity (quantusFLM) assessment is a new technique aimed at assessing fetal lung texture using ultrasound. The technique depends on visualization of fetal lungs at the level of the 4- chamber view. Images obtained are then uploaded via a web page application and these are analyzed remotely and results generated in minutes. The analysis depends on studying changes in the texture of lung images that depend on changes at histological level especially of collagen, fat and water. These changes are undetectable to the human eye. Randomized clinical trials have shown this technique to be accurate, reproducible, and completely non - invasive. The aim of this review was to take a historic look at methods/tools for assessing fetal lug maturity and discuss further advances and a potential non-invasive tool/method especially the non-invasive assessment that combines ultrasound scan and machine learning to accurately assess lung maturity.


Assuntos
Maturidade dos Órgãos Fetais , Síndrome do Desconforto Respiratório do Recém-Nascido , Amniocentese , Líquido Amniótico , Feminino , Humanos , Recém-Nascido , Pulmão/diagnóstico por imagem , Gravidez , Esfingomielinas
13.
Artigo em Inglês | MEDLINE | ID: mdl-33460372

RESUMO

Volumetric placental measurement using 3-D ultrasound has proven clinical utility in predicting adverse pregnancy outcomes. However, this metric cannot currently be employed as part of a screening test due to a lack of robust and real-time segmentation tools. We present a multiclass (MC) convolutional neural network (CNN) developed to segment the placenta, amniotic fluid, and fetus. The ground-truth data set consisted of 2093 labeled placental volumes augmented by 300 volumes with placenta, amniotic fluid, and fetus annotated. A two-pathway, hybrid (HB) model using transfer learning, a modified loss function, and exponential average weighting was developed and demonstrated the best performance for placental segmentation (PS), achieving a Dice similarity coefficient (DSC) of 0.84- and 0.38-mm average Hausdorff distances (HDAV). The use of a dual-pathway architecture improved the PS by 0.03 DSC and reduced HDAV by 0.27 mm compared with a naïve MC model. The incorporation of exponential weighting produced a further small improvement in DSC by 0.01 and a reduction of HDAV by 0.44 mm. Per volume inference using the FCNN took 7-8 s. This method should enable clinically relevant morphometric measurements (such as volume and total surface area) to be automatically generated for the placenta, amniotic fluid, and fetus. The ready availability of such metrics makes a population-based screening test for adverse pregnancy outcomes possible.


Assuntos
Processamento de Imagem Assistida por Computador , Placenta , Líquido Amniótico/diagnóstico por imagem , Feminino , Humanos , Redes Neurais de Computação , Placenta/diagnóstico por imagem , Gravidez , Ultrassonografia
14.
Med Image Anal ; 69: 101951, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33515982

RESUMO

The estimation of antenatal amniotic fluid (AF) volume (AFV) is important as it offers crucial information about fetal development, fetal well-being, and perinatal prognosis. However, AFV measurement is cumbersome and patient specific. Moreover, it is heavily sonographer-dependent, with measurement accuracy varying greatly depending on the sonographer's experience. Therefore, the development of accurate, robust, and adoptable methods to evaluate AFV is highly desirable. In this regard, automation is expected to reduce user-based variability and workload of sonographers. However, automating AFV measurement is very challenging, because accurate detection of AF pockets is difficult owing to various confusing factors, such as reverberation artifact, AF mimicking region and floating matter. Furthermore, AF pocket exhibits an unspecified variety of shapes and sizes, and ultrasound images often show missing or incomplete structural boundaries. To overcome the abovementioned difficulties, we develop a hierarchical deep-learning-based method, which consider clinicians' anatomical-knowledge-based approaches. The key step is the segmentation of the AF pocket using our proposed deep learning network, AF-net. AF-net is a variation of U-net combined with three complementary concepts - atrous convolution, multi-scale side-input layer, and side-output layer. The experimental results demonstrate that the proposed method provides a measurement of the amniotic fluid index (AFI) that is as robust and precise as the results from clinicians. The proposed method achieved a Dice similarity of 0.877±0.086 for AF segmentation and achieved a mean absolute error of 2.666±2.986 and mean relative error of 0.018±0.023 for AFI value. To the best of our knowledge, our method, for the first time, provides an automated measurement of AFI.


Assuntos
Líquido Amniótico , Aprendizado Profundo , Líquido Amniótico/diagnóstico por imagem , Feminino , Humanos , Gravidez , Ultrassonografia
15.
Afr Health Sci ; 21(3): 1310-1320, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35222596

RESUMO

BACKGROUND: Oligohydramnios is a predictor of fetal compromise and a useful tool in pregnancy management. It has been assessed using various techniques, including two-diameter pocket (2-DP) and amniotic fluid index (AFI). OBJECTIVES: To determine which of these two techniques best diagnose oligohydramnios and predicts adverse perinatal outcomes. METHODS: This was a comparative cross-sectional study conducted at Delta State University Teaching Hospital, Oghara in southern region of Nigeria over eight months period. One hundred high-risk pregnant women were recruited and ultrasound determination of amniotic fluid was performed using AFI and 2-DP. The women were followed up till delivery to determine adverse perinatal outcomes. RESULTS: The indices of validity of AFI and the 2-DP were calculated and compared. The 2-DP had a higher sensitivity than AFI for adverse outcomes in high-risk pregnancies complicated by oligohydramnios. CONCLUSION: The 2-DP technique should preferably be used for the assessment of oligohydramnios in high-risk pregnancies.


Assuntos
Líquido Amniótico , Gravidez de Alto Risco , Líquido Amniótico/diagnóstico por imagem , Estudos Transversais , Feminino , Humanos , Nigéria , Gravidez , Resultado da Gravidez , Centros de Atenção Terciária , Ultrassonografia Pré-Natal/métodos
16.
Ginekol Pol ; 91(11): 679-684, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33301162

RESUMO

OBJECTIVES: The aim of this study was to study renal volumetric alterations and renal artery doppler changes in late-onset fetal growth restricted (FGR) fetuses with normal amniotic fluid compared to healthy pregnancies. MATERIAL AND METHODS: This prospective study was composed of pregnant women with late-onset FGR and a control group of uncomplicated pregnancies within 32-37 weeks of gestation. Following the assessment of umbilical, bilateral uterine, middle cerebral using Doppler Ultrasonography (US), three dimensional (3D) US Virtual Organ Computer-aided Analysis (VOCAL) was executed to calculate bilateral renal volumes. RESULTS: A total of 76 fetuses with FGR and 51 healthy fetuses (control group) were evaluated. Umbilical artery Doppler systole/diastole and Pulsatility index values were found to be significantly different between the two groups (p = 0.001 and p = 0.001, respectively). Middle cerebral, bilateral uterine, and bilateral renal arteries' Doppler indices revealed no difference between the two groups. Right, left, and mean renal volume of the fetuses with FGR were smaller than the control group, and the differences were statistically significant (p = 0.025, p = 0.004, p = 0.004, respectively). Left renal volume was significantly greater than the right renal volume in the control group (p = 0.009). CONCLUSION: Although not accompanied by oligohydramnios, and having similar renal vascular resistance as the control group, renal volumes of fetuses with late-onset FGR were still observed lower than the control group. This difference was explained by not decreased blood flow via redistribution but other mechanisms like glomeruli reduction and glomerular apoptosis.


Assuntos
Líquido Amniótico/diagnóstico por imagem , Retardo do Crescimento Fetal/diagnóstico por imagem , Ultrassonografia Pré-Natal/métodos , Adulto , Estudos de Casos e Controles , Feminino , Humanos , Placenta/diagnóstico por imagem , Gravidez , Terceiro Trimestre da Gravidez , Cuidado Pré-Natal , Estudos Prospectivos , Ultrassonografia Doppler/métodos
17.
Pesqui. vet. bras ; 40(12): 1039-1047, Dec. 2020. tab, ilus
Artigo em Inglês | LILACS, VETINDEX | ID: biblio-1155037

RESUMO

The aim of this study was to evaluate the lung maturity of premature and full-term lambs by analyzing amniotic fluid using the following methods: Clements test, Nile blue cytology test, hematoxylin-Shorr stain, lamellar body count, and radiographic tests. The use of these methods is intended to identify high-risk newborns and provide immediate clinical intervention after birth. Altogether, 56 animals (24 ewes and 32 lambs) were included in the study and divided into 3 groups. Group I consisted of 8 ewes that were at approximately 145 days of gestation; this group delivered 10 lambs naturally. Group II consisted of 8 ewes that were at 138 days' gestation; this group delivered 11 lambs by cesarean section. Group III consisted of 8 ewes at 138 days' gestation; this group was administered intramuscular dexamethasone (16mg/animal) 36 hours prior to a cesarean section. Group III delivered11 lambs. Cytological tests were performed using a microscope with a maximum magnification of 1000x, while the Clements test was visually observed by one of the researchers. Amnioticfluid lamellar body counts were measured using transmission electron microscopy. Among the staining methods, hematoxylin-Shorr was reliable, and Group III had a greater number of orangeophilic cells when compared to Group II, probably due to corticoid administration. The Clements test showed pulmonary maturity in approximately 20% of Group I lambs and Group II showed 9.1% of bubbles; however, Group III had the highest pulmonary maturity percentage (36.4%). The lamellar bodies were measured, and all groups had sizes between 0.019 and 0.590μm. Radiographic evaluation revealed that the majority of lambs presented some level of pulmonary radiodensity, indicating an acinar pattern at birth. These results are in line with the expectations of each group. We found that the normal group showed greater pulmonary maturity, whereas Group II presented pulmonary immaturity, which is expected because this group comprised lambs born prematurely and Group III showed pulmonary maturity almost comparable to the normal delivery group (Group I). This is due to the fact that although these animals are premature, the use of dexamethasone helped in pulmonary maturation. Therefore, these pulmonary maturity tests are considered effective when more than one technique is used and can be used routinely in the care of a pregnant ewe in labor, where a simple collection of amniotic fluid can predict a high-risk pregnancy and alert the veterinarian if the newborn needs intensive supportive treatment.(AU)


O objetivo deste estudo foi avaliar a maturidade pulmonar de cordeiros prematuros e a termo por meio da análise do líquido amniótico utilizando os seguintes métodos: teste de Clements, teste de citologia do azul do Nilo, coloração de hematoxilina-Shorr, contagem de corpos lamelares e testes radiográficos. Um desses métodos tem por objetivo identificar recém-nascidos de alto risco e fornecer intervenção clínica imediata após o nascimento. Ao todo, 56 animais (24 ovelhas e 32 cordeiros) foram incluídos no estudo e divididos em 3 grupos. O grupo I foi composto por 8 ovelhas com aproximadamente 145 dias de gestação; este grupo deu à luz 10 cordeiros naturalmente. O Grupo II foi composto por 8 ovelhas com 138 dias de gestação; este grupo deu à luz 11 cordeiros por cesariana. Grupo III consistiu de 8 ovelhas com 138 dias de gestação; este grupo recebeu dexametasona intramuscular (16 mg / animal) 36 horas antes de uma cesariana. O Grupo III entregou 11 cordeiros. Os testes citológicos foram realizados em microscópio com aumento máximo de 1000x, enquanto o teste de Clements foi observado visualmente por um dos pesquisadores. A contagem de corpos lamelares de líquido amniótico foi medida usando microscopia eletrônica de transmissão. Dentre os métodos de coloração, o hematoxilina-Shorr foi confiável, sendo que o Grupo III apresentou maior número de células orangeofílicas quando comparado ao grupo II, provavelmente devido à administração de corticóide. O teste de Clements mostrou maturidade pulmonar em aproximadamente 20% dos cordeiros do Grupo I e o Grupo II apresentou 9,1% de bolhas; entretanto, o Grupo III apresentou o maior percentual de maturidade pulmonar (36,4%). Os corpos lamelares foram medidos e todos os grupos apresentaram tamanhos entre 0,019 e 0,590μm. A avaliação radiográfica revelou que a maioria dos cordeiros apresentava algum grau de radiodensidade pulmonar, indicando padrão acinar ao nascimento. Esses resultados estão alinhados com as expectativas de cada grupo. Verificamos que o grupo normal apresentou maior maturidade pulmonar, enquanto o Grupo II apresentou imaturidade pulmonar, o que é esperado por se tratar de cordeiros nascidos prematuramente e o Grupo III apresentou maturidade pulmonar quase comparável ao grupo de parto normal (Grupo I). Isso se deve ao fato de que, embora esses animais sejam prematuros, o uso da dexametasona auxiliou na maturação pulmonar. Portanto, esses testes de maturidade pulmonar são considerados eficazes quando mais de uma técnica são utilizadas e podem ser usadas rotineiramente no cuidado de uma ovelha gestante em trabalho de parto, onde uma simples coleta de líquido amniótico pode prever uma gravidez de alto risco e alertar o veterinário se o recém-nascido precisa de tratamento de suporte intensivo.(AU)


Assuntos
Animais , Feminino , Gravidez , Recém-Nascido Prematuro , Trabalho de Parto/fisiologia , Ovinos , Líquido Amniótico/citologia , Pulmão/anormalidades
18.
Fetal Diagn Ther ; 47(8): 636-641, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32653881

RESUMO

INTRODUCTION: Prelabor rupture of membranes (PROM) is a frequent clinical situation, and the decision about the best time for delivery remains controversial, mainly due to the risk of neonatal respiratory morbidity (NRM). Assessment of fetal lung maturity using ultrasound, a safe method and widely used in current obstetrical practice, could change this scenario. This study was designed to evaluate the ability of quantitative ultrasound method QuantusFLM® to predict NRM in patients with PROM and whether maternal BMI, gestational age, occurrence of the disease, and presence of oligohydramnios influenced the performance. METHODS: Patients with singleton gestations, diagnosis of PROM, and gestational age between 24 and 38 weeks and 6 days were included. Fetal lung image was acquired by ultrasound within 48 h prior to delivery and analyzed by QuantusFLM®. The results were then paired with neonatal outcomes to assess the program's ability to predict the NRM in this specific group. A logistic regression model was created to analyze factors that could affect the test results. RESULTS: Fifty-four patients were included. Mean maternal BMI was 28.99 kg/m2, and in 25 patients (46.2%), oligohydramnios was observed at the time of examination. Mean gestational age at delivery was 35 weeks and 4 days, and the NRM prevalence was of 18.5%. QuantusFLM® predicted NRM with a 60% sensitivity, 79.5% specificity, 40% positive predictive value, 89.7% negative predictive value, and 75.6% accuracy. Maternal BMI, disease occurrence, presence of oligohydramnios, and gestational age did not interfere with the evaluation. CONCLUSION: This study demonstrates a good accuracy of QuantusFLM® as a NRM predictor in patients with PROM, with particular reliability in identifying that pulmonary maturity has already occurred.


Assuntos
Ruptura Prematura de Membranas Fetais/diagnóstico por imagem , Pulmão/diagnóstico por imagem , Síndrome do Desconforto Respiratório do Recém-Nascido/diagnóstico por imagem , Adulto , Líquido Amniótico/diagnóstico por imagem , Feminino , Maturidade dos Órgãos Fetais , Humanos , Recém-Nascido , Pessoa de Meia-Idade , Gravidez , Estudos Prospectivos , Ultrassonografia Pré-Natal
19.
J Clin Virol ; 127: 104356, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32302955

RESUMO

BACKGROUND: Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) is causing an outbreak of pneumonia in Wuhan, Hubei Province, China, and other international areas. OBJECTIVE: Here, we report the clinical characteristics of the newborns delivered by SARS-CoV-2 infected pregnant women. METHODS: We prospectively collected and analyzed the clinical features, laboratory data and outcomes of 7 newborns delivered by SARS-CoV-2 infected pregnant women in Zhongnan Hospital of Wuhan University during January 20 to January 29, 2020. RESULTS: 4 of the 7 newborns were late preterm with gestational age between 36 weeks and 37 weeks, and the other 3 were full-term infants. The average birth weight was 2096 ± 660 g. All newborns were born without asphyxia. 2 premature infants performed mild grunting after birth, but relieved rapidly with non-invasive continuous positive airway pressure (nCPAP) ventilation. 3 cases had chest X-ray, 1 was normal and 2 who were supported by nCPAP presented mild neonatal respiratory distress syndrome (NRDS). Samples of pharyngeal swab in 6 cases, amniotic fluid and umbilical cord blood in 4 cases were tested by qRT-PCR, and there was no positive result of SARS-CoV-2 nucleic acid in all cases. CONCLUSIONS: The current data show that the infection of SARS-CoV-2 in late pregnant women does not cause adverse outcomes in their newborns, however, it is necessary to separate newborns from mothers immediately to avoid the potential threats.


Assuntos
Infecções por Coronavirus/diagnóstico , Transmissão Vertical de Doenças Infecciosas , Pneumonia Viral/diagnóstico , Complicações Infecciosas na Gravidez/virologia , Líquido Amniótico/virologia , Betacoronavirus , Peso ao Nascer , COVID-19 , China/epidemiologia , Pressão Positiva Contínua nas Vias Aéreas , Infecções por Coronavirus/epidemiologia , Feminino , Sangue Fetal/virologia , Idade Gestacional , Humanos , Saúde do Lactente , Recém-Nascido , Recém-Nascido Prematuro , Masculino , Pandemias , Pneumonia Viral/epidemiologia , Gravidez , Estudos Prospectivos , Medição de Risco , SARS-CoV-2 , Tórax/diagnóstico por imagem , Tórax/virologia , Tomografia Computadorizada por Raios X
20.
Rapid Commun Mass Spectrom ; 34(9): e8728, 2020 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-31960519

RESUMO

RATIONALE: Tenofovir (TFV) is a first-line antiviral agent against hepatitis B virus (HBV) and is recommended for the prevention of mother-to-infant transmission of HBV. To study the distribution of TFV in umbilical cord plasma and amniotic fluid of HBV-infected pregnant women, a rapid and sensitive method for TFV determination was developed and validated. METHODS: The quantification method was developed using liquid chromatography coupled to tandem mass spectrometry (LC/MS/MS). The analytes were separated on an Acquity UPLC HSS T3 column under gradient elution with methanol and 0.01% ammonia solution in 10 mM ammonium acetate/water. This is the first reported method for the determination of TFV using alkaline rather than acidic mobile phases. Linearity, accuracy, precision, limit of quantification, specificity and stability were assessed. RESULTS: Detection of TFV was achieved within 4 min. The calibration curves for TFV quantification showed excellent linearity in the range of 1-500 ng/mL. The intra- and interbatch precision and accuracy ranged from -4.35% to 6.92%. This method was successfully applied to determination of samples from 50 HBV mono-infected women undergoing tenofovir disoproxil fumarate therapy. The mean concentrations of TFV in the umbilical cord and amniotic fluid samples were 29.2 (4.6-86) and 470.9 (156-902) ng/mL, respectively, which showed a moderate positive correlation (r = 0.5299, P<0.001). CONCLUSIONS: A simple, rapid but sensitive bioanalytical method to determine TFV concentration in both umbilical cord plasma and amniotic fluid using LC/MS/MS was developed and applied to HBV-infected women during labor who were undergoing TDF therapy, which will help us understand the efficacy and safety of tenofovir during pregnancy.


Assuntos
Líquido Amniótico/química , Antivirais/análise , Sangue Fetal/química , Espectrometria de Massas em Tandem/métodos , Tenofovir/análise , Animais , Antivirais/sangue , Cromatografia Líquida de Alta Pressão/economia , Cromatografia Líquida de Alta Pressão/métodos , Monitoramento de Medicamentos/economia , Monitoramento de Medicamentos/métodos , Feminino , Hepatite B/sangue , Hepatite B/tratamento farmacológico , Humanos , Limite de Detecção , Gravidez , Complicações Infecciosas na Gravidez/sangue , Complicações Infecciosas na Gravidez/tratamento farmacológico , Espectrometria de Massas em Tandem/economia , Tenofovir/sangue , Cordão Umbilical/irrigação sanguínea
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