Digital Commons Network^™

Neurodevelopment And Recovery From Wasting, Harriet M. Babikako, Celine Bourdon, Emmie Mbale, Peace Aber, Annet Birabwa, Josephine Chimoyo, Wieger Voskuijl, Zaubina Kazi, John Mukisa, Ali Faisal Saleem

Department of Paediatrics and Child Health

Background and objectives: Acute illness with malnutrition is a common indication for hospitalization among children in low- and middle-income countries. We investigated the association between wasting recovery trajectories and neurodevelopmental outcomes in young children 6 months after hospitalization for an acute illness.
Methods: Children aged 2 to 23 months were enrolled in a prospective observational cohort of the Childhood Acute Illness & Nutrition Network, in Uganda, Malawi, and Pakistan between January 2017 and January 2019. We grouped children on the basis of their wasting recovery trajectories using change in mid-upper arm circumference for age z-score. Neurodevelopment was assessed with the …

Covid-19, Nutrition, And Gender: An Evidence-Informed Approach To Gender-Responsive Policies And Programs, Anna Kalbarczyk, Noora-Lisa Aberman, Bregje S M Van Asperen, Rosemary Morgan, Zulfiqar Ahmed Bhutta, Bianca Carducci, Rebecca Heidkamp, Saskia Osendarp, Neha Kumar, Anna Lartey

Department of Paediatrics and Child Health

In addition to the direct health impacts of COVID-19, government and household mitigation measures have triggered negative indirect economic, educational, and food and health system impacts, hitting low-and middle-income countries the hardest and disproportionately affecting women and girls. We conducted a gender focused analysis on five critical and interwoven crises that have emerged because of the COVID-19 crisis and exacerbated malnutrition and food insecurity. These include restricted mobility and isolation; reduced income; food insecurity; reduced access to essential health and nutrition services; and school closures. Our approach included a theoretical gender analysis, targeted review of the literature, and a visual …

Alleviating Hidden Hunger: An Infallible Bridge To Improved Health And Nutrition, Jai K. Das, Zahra Ali Padhani

Department of Paediatrics and Child Health

No abstract provided.

Gutka Consumption And Dietary Partialities Explaining Anemia In Women Of A Coastal Slum Of Karachi, Pakistan: A Mixed-Method Study, Ameer Muhammad, Sarah Saleem, Daniyaal Ahmad, Eleze Tariq, Yasir Shafiq

Community Health Sciences

Background: Limited literature is available on the dietary pattern and its consequences on health of women living in coastal slums of Karachi, Pakistan.
Material and methods: The study employed a mixed-method approach where concurrent quantitative and qualitative assessments were carried out. An analytical cross-sectional survey was conducted to collect information on demographic, household, obstetrics characteristics, and dietary pattern of married women of reproductive age (MWRA). Blood samples were collected to identify the hemoglobin level to determine anemia. For the qualitative component, focus group discussions were carried out with women and in-depth interviews with shopkeepers to understand the availability of food …

Neurodevelopment Assessment Of Small For Gestational Age Children In A Community-Based Cohort From Pakistan, Sabahat Naz, Zahra Hoodbhoy, Ali Jaffar, Sidra Kaleem Jafri, Babar Hasan, Devyani Chowdhury, Melissa Gladstone

Department of Paediatrics and Child Health

Background: Children born small for gestational age (SGA) may experience more long-term neurodevelopmental issues than those born appropriate for gestational age (AGA). This study aimed to assess differences in the neurodevelopment of children born SGA or AGA within a periurban community in Pakistan.
Methods: This was a prospective cohort study in which study participants were followed from the pilot Doppler cohort study conducted in 2018. This pilot study aimed to develop a pregnancy risk stratification model using machine learning on fetal Dopplers. This project identified 119 newborns who were born SGA (2.4±0.4 kg) based on International Fetal and Newborn Growth …

Poliovirus Immunity Among Children Aged 6-11 And 36-48 Months In 14 Polio High-Risk Provinces Of Afghanistan: A Health-Facility-Based Study, Sajid Bashir Soofi, Maureen Martinez, Noha H. Farag, William S. Hendley, Derek Ehrhardt, Imran Ahmed, Imtiaz Hussain, William Weldon, Ahmed M. Kassem

Department of Paediatrics and Child Health

Afghanistan is one of two countries where wild poliovirus (WPV) type 1 remains endemic. We conducted a facility-based cross-sectional survey of antipoliovirus antibodies in children in 14 provinces of Afghanistan. The provinces were selected based on programmatic priorities for polio eradication. Children aged 6-11 and 36-48 months attending outpatient clinics were enrolled in the study. We collected venous blood, isolated serum, and conducted neutralization assays to detect poliovirus neutralizing antibodies. A total of 2086 children from the 14 provinces were enrolled. Among the enrolled children, 44.3% were girls; the median age in the 6-11-month group was 9.4 months, and in …

Association Between Fetal Abdominal Growth Trajectories, Maternal Metabolite Signatures Early In Pregnancy, And Childhood Growth And Adiposity: Prospective Observational Multinational Interbio-21st Fetal Study, Jose Villar, Roseline Ochieng, Robert B. Gunier, Aris T. Papageorghiou, Stephen Rauch, Rose Mcgready, Julia M. Gauglitz, Fernando C. Barros, Manu Vatish, Michelle Fernandes

Paediatrics and Child Health, East Africa

Background: Obesity predominantly affects populations in high-income countries and those countries facing epidemiological transition. The risk of childhood obesity is increased among infants who had overweight or obesity at birth, but in low-resource settings one in five infants are born small for gestational age. We aimed to study the relationships between: (1) maternal metabolite signatures; (2) fetal abdominal growth; and (3) postnatal growth, adiposity, and neurodevelopment.

Methods: In the prospective, multinational, observational INTERBIO-21st fetal study, conducted in maternity units in Pelotas (Brazil), Nairobi (Kenya), Karachi (Pakistan), Soweto (South Africa), Mae Sot (Thailand), and Oxford (UK), we enrolled women …

Diagnostic Challenge Of Perimenopause Molar Pregnancy In A 52-Year-Old Lady: Case Report, Willbroad Kyejo, Davis Rubagumya, Gregory Ntiyakuze, Nancy Matillya, Munawar Kaguta, Miriam Mgonja, Lynn Moshi

Family Medicine, East Africa

Introduction and importance: Gestational trophoblastic disease is an uncommon group of pregnancy-related dis- orders, with a course of trophoblastic proliferation, including hydatidiform mole (Agha et al., 2020), invasive and metastatic mole, choriocarcinoma, placental-site trophoblastic tumor, and epithelial trophoblastic tumor. Choriocarcinoma and trophoblastic tumor of the placenta are the most important tumors associated with pregnancy.

Case findings: A 52-year-old woman Para 2 Living 3, 3 years post-menopausal presented with prolong per vaginal bleeding for five weeks accompanied by lower abdominal pain. Diagnosis of gestational trophoblastic disease (choriocarcinoma type) was made by using beta HCG, radiology, and histology report. Patient underwent total …

Association Between Fetal Abdominal Growth Trajectories, Maternal Metabolite Signatures Early In Pregnancy, And Childhood Growth And Adiposity: Prospective Observational Multinational Interbio-21st Fetal Study, Jose Villar, Roseline Ochieng, Robert B. Gunier, Aris T. Papageorghiou, Stephen Rauch, Rose Mcgready, Julia M. Gauglitz, Fernando C. Barros, Manu Vatish, Shama Munim

Department of Obstetrics & Gynaecology

Background: Obesity predominantly affects populations in high-income countries and those countries facing epidemiological transition. The risk of childhood obesity is increased among infants who had overweight or obesity at birth, but in low-resource settings one in five infants are born small for gestational age. We aimed to study the relationships between: (1) maternal metabolite signatures; (2) fetal abdominal growth; and (3) postnatal growth, adiposity, and neurodevelopment.
Methods: In the prospective, multinational, observational INTERBIO-21st fetal study, conducted in maternity units in Pelotas (Brazil), Nairobi (Kenya), Karachi (Pakistan), Soweto (South Africa), Mae Sot (Thailand), and Oxford (UK), we enrolled women (≥18 years, …

Prenatal Allostatic Load And Preterm Birth: A Systematic Review, Shahirose Sadrudin Premji, Gianella Santos Pana, Alexander Cuncannon, Paul E. Ronksley, Aliyah Dosani, K. Alix Hayden, Sharifa Bashir Lalani, Wangira Musana, Kiran Shaikh, Ilona S. Yim

Obstetrics and Gynaecology, East Africa

Objective: Allostatic load refers to cumulative neuroendocrine burden and has been postulated to mediate and moderate physiological and psychological stress-related responses. This may have important implications for the risk of preterm birth. This systematic review examines the evidence on the association between prenatal allostatic load and preterm birth.

Data sources: A comprehensive search of seven electronic databases was conducted from inception to August 23, 2022 to identify all English-language observational and mixed methods studies examining allostatic load and preterm birth with no year or geographic restrictions.

Study eligibility criteria: Studies were included if they measured allostatic load, evaluated as the …

Health Workers’ Documentation Process As A Prerequisite To The Integration Of Patient Care At A Regional Referral Hospital In Uganda, Grace Nakate, Mary Moleki, Ahmed Sarki, Valerie Fleming

School of Nursing & Midwifery, East Africa

Background: Integrated patient care is necessary for better care outcomes. Documentation enhances the integration of care; however, in the Ugandan setting, documentation of care is poor (e.g., omissions and incomplete records) and integration of patient care is not visible. This study presents a review of patient health records that was undertaken to understand documentation of care at a regional referral hospital in Eastern Uganda. This information will help in developing a documentation model to facilitate the integration of patient care in Uganda.

Methodology: This retrospective review involved 513 patient health records from the medical-surgical, pediatric, and obstetric/gynecological departments of Jinja …

Knowledge And Practice Of Pediatricians In Kenya Regarding Helicobacter Pylori Infection In Children., Aura Mwende Nzinga

Master of Medicine in Paediatrics and Child Health

Background: Helicobacter pylori is one of the most common chronic bacterial infections. It affects more than half of the world’s population and is frequently associated with peptic ulcer disease, gastric carcinoma and other extra gastrointestinal manifestations. Globally, one third of the children are infected with the highest burdens observed in low and middle income countries. In Kenya the prevalence stands at 87% among school going children and 50% in children under three years. Justification: Studies in high income countries suggest poor knowledge and practice amongst physicians with limited data from Africa. There exists conflicting information regarding the pathogenic role and …

Heterogeneity In The Prevalence Of Premature Hypertension Among Asian American Populations Compared With White Individuals: A National Health Interview Survey Study, Sina Kianoush, Mahmoud Al Rifai, Anwar T. Merchant, Xiaoming Jia, Zainab Samad, Aneil Bhalla, Ayesha Khan, Dongshan Zhu, Salim S. Virani

Section of Cardiology

Background: Differences in prevalence of risk factors such as hypertension may explain heterogeneity in cardiovascular risk across Asian American populations.
Methods: We used National Health Interview Survey (NHIS) data from 2006 to 2018 among White, Chinese, Asian Indian, Filipino, and 'other Asians' (Japanese, Korean, and Vietnamese). Unadjusted and adjusted odds ratios (aOR) with 95% confidence intervals were reported using logistic regression models for the association between race and self-reported premature hypertension (age old). Models were adjusted for sex, education, body mass index, smoking status, diabetes, and coronary heart disease.
Results: We studied 99,864 participants with history of hypertension (mean age, …

Exploring The Impact Of Health Worker Strikes On Maternal And Child Health In A Kenyan County, Abdu Mohiddin, Eva Langat, James Orwa, Violet Naanyu, Marleen Temmerman

Obstetrics and Gynaecology, East Africa

Background: Studies of the impact of health care workers’ strikes tend to look at facility-level activity rather than populations, with evidence from low and middle-income countries relatively sparse. This study explored the effect of national strikes on maternal and child health. It looked at the impact on health system activity in both public and non-public sectors (e.g. private, faith-based), on health promotion investments like immunisation, and on disease detection like post-partum haemorrhage (PPH). A 100 day doctors’ strike started in December 2016, a 150 day nurses strike from June 2017 and then the clinical officers for 21 days that …

Are Women With Disabilities Less Likely To Utilize Essential Maternal And Reproductive Health Services?-A Secondary Analysis Of Pakistan Demographic Health Survey, Shafaq Mahmood, Waqas Hameed, Sameen Siddiqi

Community Health Sciences

Background: People with disabilities deal with widespread exclusion from healthcare services, including sexual and reproductive health (SRH) rights. Studies analyzing the relationship between disability and key SRH utilization outcomes have often reported mixed findings. In Pakistan, very little to no literature is available on this topic, therefore we aim to determine inequalities in the utilization of essential maternal and reproductive health services between women with and without disabilities in Pakistan.
Methods: This was a secondary analysis of Pakistan Demographic Health Survey 2017-18 performed on a weighted sample of 6,711 women aged 15-49 years with a live birth in the 5 …

Barriers And Facilitators To Exclusive Breastfeeding In Rural Pakistan: A Qualitative Exploratory Study, Atif Riaz, Shelina Bhamani, Sheraz Ahmed, Fayyaz Umrani, Sadaf Jakhro, Abdul Khaliq Qureshi, Syed Asad Ali

Department of Paediatrics and Child Health

Background: Exclusive breastfeeding (EBF) of children until six months of age is considered one of the most critical interventions in tackling childhood undernutrition. EBF rates are suboptimal in Pakistan, particularly in rural areas where child undernutrition is most prevalent. This study aimed to explore barriers to EBF in a rural context of Pakistan.
Methods: The study was conducted in the rural district Matiari of Sindh, Pakistan, during Jan-March 2020. We used a qualitative exploratory study design and conducted 36 focus group discussions (FGDs). Participants were purposively selected mothers who had not practiced EBF during their previous childbirth, their spouses and …

The Global Network Socioeconomic Status Index As A Predictor Of Stillbirths, Perinatal Mortality, And Neonatal Mortality In Rural Communities In Low And Lower Middle Income Country Sites Of The Global Network For Women's And Children's Health Research, Archana B. Patel, Carla M. Bann, Cherryl S. Kolhe, Adrien Lokangaka, Antoinette Tshefu, Melissa Bauserman, Lester Figueroa, Nancy F. Krebs, Fabian Esamai, Sarah Saleem

Community Health Sciences

Background: Globally, socioeconomic status (SES) is an important health determinant across a range of health conditions and diseases. However, measuring SES within low- and middle-income countries (LMICs) can be particularly challenging given the variation and diversity of LMIC populations.
Objective: The current study investigates whether maternal SES as assessed by the newly developed Global Network-SES Index is associated with pregnancy outcomes (stillbirths, perinatal mortality, and neonatal mortality) in six LMICs: Democratic Republic of the Congo, Guatemala, India, Kenya, Pakistan, and Zambia.
Methods: The analysis included data from 87,923 women enrolled in the Maternal and Newborn Health Registry of the NICHD-funded …

Covad Survey 2 Long-Term Outcomes: Unmet Need And Protocol, Zoha Zahid Fazal, Parikshit Sen, Mrudula Joshi, Naveen Ravichandran, James B. Lilleker, Vishwesh Agarwal, Sinan Kardes, Minchul Kim, Jessica Day, Ashima Makol

Medical College Documents

Vaccine hesitancy is considered a major barrier to achieving herd immunity against COVID-19. While multiple alternative and synergistic approaches including heterologous vaccination, booster doses, and antiviral drugs have been developed, equitable vaccine uptake remains the foremost strategy to manage pandemic. Although none of the currently approved vaccines are live-attenuated, several reports of disease flares, waning protection, and acute-onset syndromes have emerged as short-term adverse events after vaccination. Hence, scientific literature falls short when discussing potential long-term effects in vulnerable cohorts. The COVAD-2 survey follows on from the baseline COVAD-1 survey with the aim to collect patient-reported data on the long-term …

Esophageal Carcinoma And Associated Risk Factors: A Case-Control Study In Two Tertiary Care Hospitals Of Kabul, Afghanistan, Ramin Saadaat, Jamshid Abdul-Ghafar, Ahmed Maseh Haidary, Nooria Atta, Tazeen Saeed Ali

Community Health Sciences

Purpose: Esophageal cancer (EC) is the most common cancer among males in Afghanistan, thus we aimed to conduct a case-control study to determine the associated risk factors with EC in two tertiary care hospitals of Kabul, Afghanistan.
Patients and methods: We enrolled 132 EC cases and 132 controls and used conditional logistic regression to estimate the odds ratio (OR) with consideration of 95% confidence interval (CI).
Results: The results of our study revealed that esophageal squamous cell carcinoma (ESCC) was the predominant type of EC constituting 75.8% of the cases. The results of the multivariate logistic analysis showed that males …

Continuum Of Maternal And Newborn Health In Sierra Leone: A 2019 National Survey, Quraish Sserwanja, Mutisya M. Linet, Lilian Nuwabaine, Kassim Kamara, Ronald Mutebi, Milton W. Musaba

School of Nursing & Midwifery, East Africa

Introduction

Globally, Sierra Leone has some of the worst maternal and child health indicators. The situation is worsened by a dearth of evidence about the level of continuum of care, an evidence-based intervention aimed at reducing maternal and perinatal morbidity and mortality. Hence this study aimed to assess the level of and factors associated with continuum of maternal and newborn care in Sierra Leone.

Method

This study analyzed secondary data from the 2019 Sierra Leone Demographic Health Survey. Analysis was restricted to women who had a live birth in the 5 years preceding the survey (n = 7326). Complete …

Psychometric Properties Of The Urdu Version Of The Eortc Qlq-H&N35 (European Organization For Research And Treatment Of Cancer Head And Neck Module) Quality Of Life Tool, Nida Zahid, Russell Seth Martins, Wajeeha Zahid, Iqbal Azam Syed, Mubasher Ikram, Aneesa Hassan, Shireen Shehzad Bhamani, Adnan Abdul Jabbar, Nargis Asad, Shabbir Akhtar, Moghira Iqbaluddin Siddiqui, Mohammad Sohail Awan, Khabir Ahmad

Department of Surgery Docs

Background: We translated and validated the Urdu version of the European Organization for Research and Treatment of Cancer Quality of Life (QoL) Questionnaire's Head and Neck (H&N) Cancer Module (EORTC QLQ-H&N35) and assessed its convergent and discriminant validity by examining correlations of QoL with depression, anxiety, and resilience.
Methods: We translated the EORTC QLQ-H&N35 according to EORTC instructions. Patients at a tertiary care hospital in Pakistan completed a survey consisting of Urdu versions of EORTC QLQ-C30 (core QoL tool), QLQ-H&N35, Hospital Anxiety and Depression Scale, and Wagnild and Young Resilience Scale (RS-14). Content validity, convergent validity, discriminant validity, and reliability …

The Impact Of Delayed Surgical Care On Patient Outcomes With Alimentary Tract Perforation: Insight From A Low-Middle Income Country, Hasnain Zafar, Taha Ahmad Zaka-Ur-Rehman, Muhammad Sohaib Khan, Shayan Ahmed, Amir Hafeez Shariff

Section of General Surgery

Introduction: In-patient delay is associated with increased mortality in patients with alimentary tract perforations. Access to surgical care is a glaring health issue in low-middle income countries (LMICs), where patient presentation is also delayed for a myriad of reasons, which can be broadly categorized as social/cultural, financial, and structural in their nature. The impact these delays have on surgical outcomes in low-middle income countries is not known.
Methods: A retrospective cohort study of patients who underwent emergency laparotomy for alimentary tract perforation from July 2015 to June 2018 was conducted at a tertiary care hospital in Karachi, Pakistan. Time was …

Association Between Social Vulnerability Index And Cardiovascular Disease: A Behavioral Risk Factor Surveillance System Study, Vardhmaan Jain, Mahmoud Al Rifai, Safi U. Khan, Safi U. Khan, Ankur Kalra, Fatima Rodriguez, Zainab Samad, Yashashwi Pokharel, Arunima Misra, Laurence S. Sperling

Section of Cardiology

Background Social and environmental factors play an important role in the rising health care burden of cardiovascular disease. The Centers for Disease Control and Prevention developed the Social Vulnerability Index (SVI) from US census data as a tool for public health officials to identify communities in need of support in the setting of a hazardous event. SVI (ranging from a least vulnerable score of 0 to a most vulnerable score of 1) ranks communities on 15 social factors including unemployment, minoritized groups status, and disability, and groups them under 4 broad themes: socioeconomic status, housing and transportation, minoritized groups, and …

Prevalence And Factors Associated With Undernutrition Among Children With Congenital Heart Disease At Three Tertiary Hospitals In Nairobi, Kenya., Shamsa Yahya

Master of Medicine in Paediatrics and Child Health

Background: Congenital heart disease (CHD) is the commonest birth defect. Children with CHD have a high burden of undernutrition and its consequences. Some of the factors that are associated with undernutrition in children with CHD include the type and complexity of the heart defect, associated pulmonary hypertension, late diagnosis, timing of surgical correction, low socioeconomic status, lack of adequate nutritional support, associated genetic conditions and the presence of other clinical comorbidities. Justification: Although these factors are well defined, they vary geographically in their distribution and extent to which they influence the level of undernutrition. This limits the extrapolation of findings …

A Scoping Review Of Preterm Births In Sub-Saharan Africa: Burden, Risk Factors And Outcomes, Adam Mabrouk, Amina Abubakar, Ezra Too, Esther Chongwo, Ifedayo M. Adetifa

Institute for Human Development, East Africa

Preterm births (PTB) are the leading cause of neonatal deaths, the majority of which occur in low- and middle-income countries, particularly those in Sub-Saharan Africa (SSA). Understanding the epidemiology of prematurity is an essential step towards tackling the challenge of PTB in the sub-continent. We performed a scoping review of the burden, predictors and outcomes of PTB in SSA. We searched PubMed, Embase, and three other databases for articles published from the database inception to 10 July 2021. Studies reporting the prevalence of PTB, the associated risk factors, and/or its outcomes were eligible for inclusion in this review. Our literature …

Early Childhood Development In Uganda: Investing In Human And National Development – Reflections From The Covid-19 Pandemic, Anil Khamis

Book Chapters / Conference Papers

This chapter presents an analysis of the development of early childhood development in Uganda from policy to programme development in the light of the COVID-19 pandemic. It highlights the achievements and challenges as well as the opportunities for government and its partners whilst navigating an evolving and increasingly competitive political economy. The chapter identifies gaps that need to be addressed in terms of human development, which is argued to be the basis of national development. The United Nations Sustainable Development Goals are presented as an acceptable and agreed framework by all stakeholders as Uganda and other nations confront uncertain futures. …

Longitudinal Reduction In Diversity Of Maternal Gut Microbiota During Pregnancy Is Observed In Multiple Low-Resource Settings: Results From The Women First Trial, Minghua Tang, Nicholas E. Weaver, Daniel N. Frank, Diana Ir, Charles E. Robertson, Jennifer F. Kemp, Jamie Westcott, Kartik Shankar, Sumera Aziz Ali, Sarah Saleem

Community Health Sciences

Objective: To characterize the changes in gut microbiota during pregnancy and determine the effects of nutritional intervention on gut microbiota in women from sub-Saharan Africa (the Democratic Republic of the Congo, DRC), South Asia (India and Pakistan), and Central America (Guatemala).
Methods: Pregnant women in the Women First (WF) Preconception Maternal Nutrition Trial were included in this analysis. Participants were randomized to receive a lipid-based micronutrient supplement either ≥3 months before pregnancy (Arm 1); started the same intervention late in the first trimester (Arm 2); or received no nutrition supplements besides those self-administered or prescribed through local health services (Arm …

The Impact Of The Covid-19 Pandemic On Patients With Chronic Liver Disease: Results From The Global Liver Registry, Zobair M. Younossi, Yusuf Yilmaz, Mohamed El-Kassas, Ajay Duseja, Saeed Hamid, Gamal Esmat, Nahum Méndez-Sánchez, Wah Kheong Chan, Ashwani K. Singal, Brian Lam

Department of Medicine

Patients with preexisting chronic liver disease (CLD) may experience a substantial burden from both coronavirus 2019 (COVID-19) infection and pandemic-related life disruption. We assessed the impact of the COVID-19 pandemic on patients with CLD. Patients enrolled in our Global Liver Registry were invited to complete a COVID-19 survey. As of June 2021, 2500 patients (mean age ± SD, 49 ± 13 years; 53% men) from seven countries completed the survey. Of all survey completers, 9.3% had COVID-19. Of these patients, 19% were hospitalized, 13% needed oxygen support, but none required mechanical ventilation. Of all patients including those not infected with …

A Retrospective Analysis Of Endocrine Disease In Sphingosine-1-Phosphate Lyase Insufficiency: Case Series And Literature Review, Avinaash Maharaj, Ruth Kwong, Jack Williams, Christopher Smith, Helen Storr, Ruth Krone, Debora Braslavsky, Maria Clemente, Nanik Ram, Indraneel Banerjee

Section of Diabetes, Endocrinology and Metabolism

Sphingosine-1-phosphate lyase (SGPL1) insufficiency syndrome (SPLIS) is an autosomal recessive multi-system disorder, which mainly incorporates steroid-resistant nephrotic syndrome and primary adrenal insufficiency. Other variable endocrine manifestations are described. In this study, we aimed to comprehensively annotate the endocrinopathies associated with pathogenic SGPL1 variants and assess for genotype-phenotype correlations by retrospectively reviewing the reports of endocrine disease within our patient cohort and all published cases in the wider literature up to February 2022. Glucocorticoid insufficiency in early childhood is the most common endocrine manifestation affecting 64% of the 50 patients reported with SPLIS, and a third of these individuals have additional …

Performance Of Machine Learning Classifiers In Classifying Stunting Among Under-Five Children In Zambia, Obvious Nchimunya Chilyabanyama, Roma Chilengi, Roma Chilengi, Michelo Simuyandi, Caroline C. Chisenga, Masuzyo Chirwa, Kalongo Hamusonde, Rakesh Kumar Saroj, Najeeha Talat Iqbal, Innocent Ngaruye

Department of Paediatrics and Child Health

Stunting is a global public health issue. We sought to train and evaluate machine learning (ML) classification algorithms on the Zambia Demographic Health Survey (ZDHS) dataset to predict stunting among children under the age of five in Zambia. We applied Logistic regression (LR), Random Forest (RF), SV classification (SVC), XG Boost (XgB) and Naïve Bayes (NB) algorithms to predict the probability of stunting among children under five years of age, on the 2018 ZDHS dataset. We calibrated predicted probabilities and plotted the calibration curves to compare model performance. We computed accuracy, recall, precision and F1 for each machine learning algorithm. …