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Objectives: To find out the burden of cardiovascular dysfunction and outcome among term newborns having birth asphyxia. Methods: This prospective observational study was conducted at The Department of Neonatology, Children's Hospital and The Institute of Child Health, Multan from August 2020 to March 2021.A total of 171 term newborns having asphyxia were enrolled. Detailed history along with clinical and physical examination were done at the time of admission at Neonatal Intensive Care Unit (NICU). All neonates were followed up for duration of 14 days following birth. Echocardiographic patterns as well as electrocardiography grading were described among neonates with cardiovascular abnormalities. Results: Out of a total of 171 neonates, there were 94 (55.0%) male and 77 (45.0%) female. Lowe segment cesarean section was the mode of delivery in 72 (42.1%) while normal vaginal delivery was noted in 99 (57.9%). Mean gestational age was noted to be 38.3±1.8 weeks. Mean birth weight was calculated to be 2574.10±122.30 grams. Cardiovascular dysfunction was noted among 60 (35.1%) neonates as exhibited by the use of inotropes while abnormal ECHO was observed in 52 (30.4%), abnormal ECG in 27 (15.8%) and elevated CK-MB in 31 (18.1%). A total of 29 (17.0%) asphyxiated neonates died while among 60 asphyxiated neonates with cardiovascular dysfunction, 23 (38.3%) died and all remaining survived and discharged (p<0.0001). Conclusion: Cardiovascular dysfunction among asphyxiated neonates was found to be in high proportion of cases. Cardiovascular dysfunction was noted to have significant association with poor outcome.
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MOTIVATION: One of the main challenges in applying graph convolutional neural networks (CNNs) on gene-interaction data is the lack of understanding of the vector space to which they belong, and also the inherent difficulties involved in representing those interactions on a significantly lower dimension, viz Euclidean spaces. The challenge becomes more prevalent when dealing with various types of heterogeneous data. We introduce a systematic, generalized method, called iSOM-GSN, used to transform 'multi-omic' data with higher dimensions onto a 2D grid. Afterwards, we apply a CNN to predict disease states of various types. Based on the idea of Kohonen's self-organizing map, we generate a 2D grid for each sample for a given set of genes that represent a gene similarity network. RESULTS: We have tested the model to predict breast and prostate cancer using gene expression, DNA methylation and copy number alteration. Prediction accuracies in the 94-98% range were obtained for tumor stages of breast cancer and calculated Gleason scores of prostate cancer with just 14 input genes for both cases. The scheme not only outputs nearly perfect classification accuracy, but also provides an enhanced scheme for representation learning, visualization, dimensionality reduction and interpretation of multi-omic data. AVAILABILITY AND IMPLEMENTATION: The source code and sample data are available via a Github project at https://github.com/NaziaFatima/iSOM_GSN. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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Algoritmos , Neoplasias da Mama , Neoplasias da Mama/genética , Redes Reguladoras de Genes , Humanos , Redes Neurais de Computação , SoftwareRESUMO
OBJECTIVE: To determine the outcomes in very low birth weight (VLBW) neonates receiving volume advancement versus frequency advancement feeding protocols. METHODS: This controlled clinical trial was conducted in Children Hospital Multan within duration of 6 months from February 2017 to August 2017. VLBW neonates having weight < 1500 g at the time of birth were included. The protocol for frequency advancement (FA) group was to give 1 ml/kg human or pre-formula milk after every 8 hours and in volume advancement (VA) group after every 3 hours initially. After three days, in FA group duration of feeds was decreased gradually from 8 to 2 hours and feed volume of 10 ml.kg-1.day-1 until full-recommended dose of feeding i.e. 150 ml.kg-1.day-1 reached. While in VA group, volume of 20 ml.kg-1.day-1 was given until full-recommended dose of feeding reached. Days to achieve full feed, weight gain, and length of hospital stay were primary study outcomes. RESULTS: Baseline weight of neonates was 1148 (111) grams in VA 1179 (106) grams in FA groups (p-value 0.18). In VA group, full feed was achieved in 11.04 (2.38) days versus 15.76 (2.48) days in FA group (P-value <0.001). Duration of IV fluid therapy were 13.5 (8.4) days in FA group versus 9.4 (7.6) in VA group (p-value <0.001). Moreover weight gain at the end of feeding protocol was significantly higher in VA group 1440 (78) grams versus 1284 (99) grams in FA group (P-value <0.001). Necrotizing entero-colitis occurred in only one neonate that was belonging to volume advancement group. CONCLUSION: Volume advancement (VA) feeding is better as compared to frequency advancement (FA) feeding in very low birth weight neonates.
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Objective The objective of this study is to assess the effect of fortified human milk on growth parameters of very low birth-weight babies. Study place and duration This randomized controlled trial took place at the neonatal intensive care unit (NICU), Children's Hospital, and Institute of Child Health in Multan from the 1st of January 2020 to the 1st of July 2021. Material and methods In group I, 25ml human milk was fortified with a 1g human milk fortifier (HMF) sachet (1g of HMF gives 4kcal added to 25ml of human milk). In group II, newborns were fed preterm formula (493 kcal/100 g where 0.8 g=4 kcal added to 25 ml of human milk) mixed with human milk. Infants were administered human milk + olive oil (0.4 mL = 4Kcal per 25ml human milk) in group III. Everyday weight gain, digestive intolerance (vomiting and/or abdominal distension), sepsis, hospital stay, electrolyte imbalance (derangement of serum sodium, potassium, chloride, and magnesium levels), albumin, and cholesterol/triglyceride levels were assessed. The data was analyzed through descriptive and inferential means using Pearson's chi-square tests and one-way analysis of variance (ANOVA). Results Results indicate that preterm formula infants gain higher weight compared to human fortifier infants and olive oil. Similarly, the difference was statistically significant (p=0.001). However, olive oil infants gained a lower head circumference compared to the other two groups, and the difference was statistically significant as well (p=0.000). Moreover, feeding intolerance and electrolyte imbalance were higher in olive oil infants, p=0.020 and p=0.024, respectively. Conclusion It can be concluded that the use of and preterm formula can prove beneficial in increasing the growth rate in terms of weight gain, length gain, and head circumference.
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BACKGROUND: Persistent pulmonary hypertension is a serious disease among new-borns. Inhaled nitric oxide is first line of therapy along with extracorporeal membrane oxygenation. Pulmonary vasodilators such as sildenafil, bosentan and milrinone are also used to treat persistent pulmonary hypertension especially in resource limited centres where inhaled nitric oxide is not available. The objective of this study was to compare the effect of sildenafil alone and sildenafil with bosentan on severity of tricuspid regurgitation and duration of hospitalization in new-borns with persistent pulmonary hypertension. METHODS: This was single blinded clinical trial conducted at The Children's Hospital & the Institute of Child Health, Multan, Pakistan, from July 2016 to December 2016. New-borns with pulmonary hypertension were admitted and divided into two groups. Group A was treated with sildenafil (2mg per kg per dose three times a day) and group B with both sildenafil (2 mg per kg per dose three times a day) and bosentan (1 mg per kg per dose twice a day). RESULTS: There were 50 new-borns in each group. The mean age, sex distribution and baseline TR measurement (mmHg) at the time of admission was similar in both the groups. Measurement of TR (mmHg) after 72 hours admission was significantly less in Group B as compared to group A (11±4.62 versus 23±4.78), p-value<0.0001. The mean duration of hospital stays (days) was 10.12±5.20 in group A and 7.56±3.77 in group B (p-value <0.0001). There was no mortality in any group and no case of hypotension in both groups. CONCLUSIONS: The combined use of sildenafil and bosentan is more effective than sildenafil alone for control of pulmonary hypertension in resource limited centres.
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Bosentana/uso terapêutico , Hipertensão Pulmonar/tratamento farmacológico , Citrato de Sildenafila/uso terapêutico , Vasodilatadores/uso terapêutico , Quimioterapia Combinada , Feminino , Humanos , Hipertensão Pulmonar/complicações , Recém-Nascido , Tempo de Internação , Masculino , Método Simples-Cego , Resultado do Tratamento , Insuficiência da Valva Tricúspide/etiologiaRESUMO
OBJECTIVES: The prevalence of end-stage renal disease is increasing worldwide. It is also one of the main health problems in Pakistan. Currently, hemodialysis represents the main mode of treatment for patients with end-stage renal disease in this country. Despite 24-hour free dialysis at the Sindh Institute of Urology and Transplantation (Karachi, Pakistan), a significant number of patients do not turn up for regular dialysis or miss regular sessions of dialysis. We conducted this study to identify and highlight the factors leading to poor compliance with regular hemodialysis treatment despite free dialysis treatment offered at our center. MATERIALS AND METHODS: In 2014, 4565 patients with end-stage renal disease were registered at the Sindh Institute of Urology and Transplantation. Among these, 610 patients (13.4%) missed more than 2 sessions of dialysis and were included in the present study. Patients provided written informed consent before study participation. Data were collected from a questionnaire survey and analyzed by SPSS software (SPSS: An IBM Company, version 20.0, Chicago, IL, USA). RESULTS: Despite 24-hour dialysis facilities, the patient drop-out rate (779; 18%) was high. In addition, a significant minority of patients (610; 13.4%) was erratic in adherence to maintenance hemodialysis schedules, with > 2 missed appointments. The mean age of these 610 patients was 33.4 ± 7.4 years, and 345 patients (57%) were males. The main factors leading to poor compliance included cost of travel (33.2%), lack of affordable lodging and boarding facilities near dialysis center (30.9%), long distances from dialysis center (20.1%), and lack of family support (15.6%). CONCLUSIONS: This study shows that there is significant drop-out and poor compliance rates for regular dialysis despite free dialysis facilities.