The implications of hormone treatment for cancer risk, screening and treatment in transgender individuals.

There is evidence that gender-affirming hormone treatment (GAHT) for transgender individuals modulates their risk for specific malignancies including breast and prostate cancer, and meningiomas. However, there is insufficient data to make precise risk estimates accounting for age and inherited cancer risk. As such, screening recommendations remain broad. Even less evidence exists for best practice in the management of active or historical cancers in the transgender population. Guidance is therefore mainly extrapolated from cisgender populations but with considerations of the significant benefits of GAHT in the face of any hormonal risk. Clinical experience, the multidisciplinary team and shared decision making with the patient are vital in providing person-centred care, while further research is acquired.

The TGFß Induced MicroRNAome of the Trabecular Meshwork.

Primary open-angle glaucoma (POAG) is a progressive optic neuropathy with a complex, multifactorial aetiology. Raised intraocular pressure (IOP) is the most important clinically modifiable risk factor for POAG. All current pharmacological agents target aqueous humour dynamics to lower IOP. Newer therapeutic agents are required as some patients with POAG show a limited therapeutic response or develop ocular and systemic side effects to topical medication. Elevated IOP in POAG results from cellular and molecular changes in the trabecular meshwork driven by increased levels of transforming growth factor ß (TGFß) in the anterior segment of the eye. Understanding how TGFß affects both the structural and functional changes in the outflow pathway and IOP is required to develop new glaucoma therapies that target the molecular pathology in the trabecular meshwork. In this study, we evaluated the effects of TGF-ß1 and -ß2 treatment on miRNA expression in cultured human primary trabecular meshwork cells. Our findings are presented in terms of specific miRNAs (miRNA-centric), but given miRNAs work in networks to control cellular pathways and processes, a pathway-centric view of miRNA action is also reported. Evaluating TGFß-responsive miRNA expression in trabecular meshwork cells will further our understanding of the important pathways and changes involved in the pathogenesis of glaucoma and could lead to the development of miRNAs as new therapeutic modalities in glaucoma.

Universal iron supplementation: the best strategy to tackle childhood anaemia in malaria-endemic countries?

Iron deficiency presents a major public health concern in many malaria-endemic regions, and both conditions affect young children most severely. Daily iron supplementation is the standard public health intervention recommended to alleviate rates of iron deficiency in children, but there is controversy over whether universal supplementation could increase the incidence and severity of malaria infection. Current evidence suggests that iron supplementation of deficient individuals is safe and effective in high-transmission settings when accompanied by malaria prevention strategies. However, low-resource settings often struggle to effectively control the spread of malaria, and it remains unclear whether supplementation of iron replete individuals could increase their risk of malaria and other infections. This review explores the evidence for and against universal iron supplementation programmes, and alternative strategies that could be used to alleviate iron deficiency in malaria-endemic areas, while minimising potential harm.

Biology of Anemia: A Public Health Perspective.

Our goal is to present recent progress in understanding the biological mechanisms underlying anemia from a public health perspective. We describe important advances in understanding common causes of anemia and their interactions, including iron deficiency (ID), lack of other micronutrients, infection, inflammation, and genetic conditions. ID develops if the iron circulating in the blood cannot provide the amounts required for red blood cell production and tissue needs. ID anemia develops as iron-limited red blood cell production fails to maintain the hemoglobin concentration above the threshold used to define anemia. Globally, absolute ID (absent or reduced body iron stores that do not meet the need for iron of an individual but may respond to iron supplementation) contributes to only a limited proportion of anemia. Functional ID (adequate or increased iron stores that cannot meet the need for iron because of the effects of infection or inflammation and does not respond to iron supplementation) is frequently responsible for anemia in low- and middle-income countries. Absolute and functional ID may coexist. We highlight continued improvement in understanding the roles of infections and inflammation in causing a large proportion of anemia. Deficiencies of nutrients other than iron are less common but important in some settings. The importance of genetic conditions as causes of anemia depends upon the specific inherited red blood cell abnormalities and their prevalence in the settings examined. From a public health perspective, each setting has a distinctive composition of components underlying the common causes of anemia. We emphasize the coincidence between regions with a high prevalence of anemia attributed to ID (both absolute and functional), those with endemic infections, and those with widespread genetic conditions affecting red blood cells, especially in sub-Saharan Africa and regions in Asia and Oceania.

Severe anaemia, iron deficiency, and susceptibility to invasive bacterial infections.

Severe anaemia and invasive bacterial infections remain important causes of hospitalization and death among young African children. The emergence and spread of antimicrobial resistance demand better understanding of bacteraemia risk factors to inform prevention strategies. Epidemiological studies have reported an association between severe anaemia and bacteraemia. In this review, we explore evidence that severe anaemia is associated with increased risk of invasive bacterial infections in young children. We describe mechanisms of iron dysregulation in severe anaemia that might contribute to increased risk and pathogenesis of invasive bacteria, recent advances in knowledge of how iron deficiency and severe anaemia impair immune responses to bacterial infections and vaccines, and the gaps in our understanding of mechanisms underlying severe anaemia, iron deficiency, and the risk of invasive bacterial infections.

Ecopipam for Tourette Syndrome: A Randomized Trial.

BACKGROUND AND OBJECTIVES: All US Food and Drug Administration-approved medications for Tourette syndrome are antipsychotics, and their use is limited by the risk of weight gain, metabolic changes, and drug-induced movement disorders. Several small trials suggest that ecopipam, a first-in-class, selective dopamine 1 receptor antagonist, reduces tics with a low risk for these adverse events. This trial sought to further evaluate the efficacy, safety, and tolerability of ecopipam in children and adolescents with moderate to severe Tourette syndrome. METHODS: This was a multicenter, randomized, double-blind, placebo-controlled, phase 2b trial. Subjects aged ≥6 to <18 years with a baseline Yale Global Tic Severity Score Total Tic Score of ≥20 were randomly assigned 1:1 to ecopipam (n = 76) or placebo (n = 77). The primary endpoint was mean change over 12 weeks in the Yale Global Tic Severity Score Total Tic Score. The Clinical Global Impression of Tourette Syndrome Severity was the secondary endpoint. Safety and tolerability were evaluated at each study visit. RESULTS: Total tic scores were significantly reduced from baseline to 12 weeks in the ecopipam group compared with placebo (least squares mean differences -3.44, 95% confidence interval -6.09 to -0.79, P = .01). Improvement in Clinical Global Impression of Tourette Syndrome Severity was also greater in the ecopipam group (P = .03). More weight gain was seen in subjects assigned to placebo. No metabolic or electrocardiogram changes were identified. Headache (15.8%), insomnia (14.5%), fatigue (7.9%), and somnolence (7.9%) were the most common adverse events. CONCLUSIONS: Among children and adolescents with TS, ecopipam reduces tics to a greater extent than placebo, without observable evidence of common antipsychotic-associated side effects.

Provider attitudes and current practice regarding the prescription of opioid-containing pain medication for vaginal delivery.

BACKGROUND: The epidemic of opioid misuse and abuse is rampant in the United States. A large percentage of patients who go on to misuse or abuse opioids were initially legally prescribed an opioid medication by their physician. One of the most common reasons patients of reproductive age seek medical care is for pregnancy and delivery. These patients are frequently prescribed opioids. Greater than one in 10 Medicaid-enrolled women fill an opioid prescription after vaginal delivery. OBJECTIVE: To assess the opioid prescribing patterns of obstetric providers following vaginal deliveries. STUDY DESIGN: Obstetric physicians and certified nurse midwives (CNMs) from different practice backgrounds were administered a questionnaire regarding opioid prescribing practices for patients who undergo vaginal delivery. Providers were contacted via email and completed survey via REDCap. RESULTS: Ninety-nine providers completed the survey between October 2018 and January 2019. Eight percent of all providers reported prescribing opioids at discharge after vaginal deliveries. There was a statistically significant difference in the proportion of physicians who provided opioid prescriptions at discharge compared to CNMs (16.7 percent vs 1.8 percent, respectively, p < .05). Common reasons for prescribing opioids at discharge included post-partum tubal ligation (56.4 percent), third- and fourth-degree lacerations (59.6 and 73.4 percent, respectively), and operative deliveries (26.6 percent). Physicians were significantly more likely to prescribe an opioid after a second-degree laceration than CNMs (19.1 percent vs 5.3 percent, p < 0.05). CONCLUSIONS: Practice patterns for opioid prescription vary by provider type as well as by delivery characteristics. Further study is necessary to delineate the optimal care while minimizing unnecessary opioid prescriptions.

Availability of Ferritin-Bound Iron to Enterobacteriaceae.

The sequestration of iron in case of infection, termed nutritional immunity, is an established strategy of host defense. However, the interaction between pathogens and the mammalian iron storage protein ferritin is hitherto not completely understood. To better characterize the function of ferritin in Gram-negative infections, we incubated iron-starved cultures of Salmonella Typhimurium and knockout mutant strains defective for major iron uptake pathways or Escherichia coli with horse spleen ferritin or ionic iron as the sole iron source. Additionally, we added bovine superoxide dismutase and protease inhibitors to the growth medium to assess the effect of superoxide and bacterial proteases, respectively, on Salmonella proliferation and reductive iron release. Compared to free ionic iron, ferritin-bound iron was less available to Salmonella, but was still sufficient to significantly enhance the growth of the bacteria. In the absence of various iron acquisition genes, the availability of ferritin iron further decreased. Supplementation with superoxide dismutase significantly reduced the growth of the ΔentC knockout strain with holoferritin as the sole iron source in comparison with ionic ferrous iron. In contrast, this difference was not observed in the wildtype strain, suggesting that superoxide dismutase undermines bacterial iron uptake from ferritin by siderophore-independent mechanisms. Ferritin seems to diminish iron availability for bacteria in comparison to ionic iron, and its iron sequestering effect could possibly be enhanced by host superoxide dismutase activity.

Adjunctive Pimavanserin in Patients with Major Depressive Disorder: Combined Results from Two Randomized, Double-Blind, Placebo-Controlled Phase 3 Studies.

Objective: In a phase 2 study, pimavanserin demonstrated efficacy as adjunctive treatment for major depressive disorder (MDD). Subsequently, two phase 3 studies (NCT03968159 in the US; NCT03999918 in Europe) were initiated to examine the efficacy and safety of adjunctive pimavanserin in subjects with MDD and inadequate response to antidepressant treatment. Studies were combined with a prespecified statistical analysis plan owing to recruitment challenges related to the COVID-19 pandemic. Experimental design: The randomized, double-blind studies enrolled 298 patients with MDD and inadequate response to current antidepressants. Patients were randomly assigned 1:1 to pimavanserin or placebo added to current antidepressant for 6 weeks. Primary endpoint was change from baseline to week 5 in the Hamilton Rating Scale for Depression, 17-item version (HAM-D-17). Principal observations: There was no effect of pimavanserin in change from baseline to week 5 in the HAM-D-17 (pimavanserin [n = 138]: least-squares mean [LSM] [standard error {SE}], -9.0 [0.58]; placebo [n = 135]: -8.1 [0.58]; mixed-effects model for repeated measures LSM [SE] difference, -0.9 [0.82], P = 0.2956). Nominal improvement with pimavanserin was observed on 2 secondary endpoints: Clinical Global Impressions-Severity scale, Karolinska Sleepiness Scale. Treatment-emergent adverse events occurred in 58.1% of pimavanserin-treated and 54.7% of placebo-treated patients. Conclusions: Adjunctive pimavanserin did not significantly improve depressive symptoms, although pimavanserin was well tolerated.

Genome-Wide RNA Sequencing of Human Trabecular Meshwork Cells Treated with TGF-ß1: Relevance to Pseudoexfoliation Glaucoma.

Pseudoexfoliation glaucoma (XFG) is an aggressive form of secondary open angle glaucoma, characterised by the production of exfoliation material and is estimated to affect 30 million people worldwide. Activation of the TGF-ß pathway by TGF-ß1 has been implicated in the pathogenesis of pseudoexfoliation glaucoma. To further investigate the role of TGF-ß1 in glaucomatous changes in the trabecular meshwork (TM), we used RNA-Seq to determine TGF-ß1 induced changes in the transcriptome of normal human trabecular meshwork (HTM) cells. The main purpose of this study was to perform a hypothesis-independent RNA sequencing analysis to investigate genome-wide alterations in the transcriptome of normal HTMs stimulated with TGF-ß1 and investigate possible pathophysiological mechanisms driving XFG. Our results identified multiple differentially expressed genes including several genes known to be present in exfoliation material. Significantly altered pathways, biological processes and molecular functions included extracellular matrix remodelling, Hippo and Wnt pathways, the unfolded protein response, oxidative stress, and the antioxidant system. This cellular model of pseudoexfoliation glaucoma can provide insight into disease pathogenesis and support the development of novel therapeutic interventions.

26-Week Open-Label Extension Study Evaluating the Safety and Tolerability of Flexible Doses of Oral Ziprasidone in Children and Adolescents with Bipolar I Disorder (Most Recent Episode Manic).

Objective: To describe the longer-term effectiveness, safety, and tolerability of open-label ziprasidone in children and adolescents with bipolar I disorder (BD-I). Methods: A subset of 23 participants aged 10-17 years, who were previously treated in a multi-site, 4-week randomized controlled trial received open-label ziprasidone (20-80 mg twice a day) for up to 26 weeks. Results: The most common adverse events (AEs) were fatigue (30%), somnolence (17%), and nausea (13%). Effects on weight, body mass index, and metabolic parameters (glucose, cholesterol, and triglycerides) were minimal. No participant had a Fridericia-corrected QT interval ≥ 460 msec or a change from baseline of ≥60 msec, and there were no cardiac-related AEs. Both the participants who continued ziprasidone and those who initiated ziprasidone in the open-label extension showed improvements in their symptoms of mania. Conclusions: The overall findings of the study are consistent with the accumulating knowledge on the safety profile of ziprasidone in the acute and long-term treatment of children and adolescents with BD-I, in the midst of a manic episode. ClinicalTrial.gov ID: NCT03768726.

A metal ion-dependent conformational switch modulates activity of the Plasmodium M17 aminopeptidase.

The metal-dependent M17 aminopeptidases are conserved throughout all kingdoms of life. This large enzyme family is characterized by a conserved binuclear metal center and a distinctive homohexameric arrangement. Recently, we showed that hexamer formation in Plasmodium M17 aminopeptidases was controlled by the metal ion environment, although the functional necessity for hexamer formation is still unclear. To further understand the mechanistic role of the hexameric assembly, here we undertook an investigation of the structure and dynamics of the M17 aminopeptidase from Plasmodium falciparum, PfA-M17. We describe a novel structure of PfA-M17, which shows that the active sites of each trimer are linked by a dynamic loop, and loop movement is coupled with a drastic rearrangement of the binuclear metal center and substrate-binding pocket, rendering the protein inactive. Molecular dynamics simulations and biochemical analyses of PfA-M17 variants demonstrated that this rearrangement is inherent to PfA-M17, and that the transition between the active and inactive states is metal dependent and part of a dynamic regulatory mechanism. Key to the mechanism is a remodeling of the binuclear metal center, which occurs in response to a signal from the neighboring active site and serves to moderate the rate of proteolysis under different environmental conditions. In conclusion, this work identifies a precise mechanism by which oligomerization contributes to PfA-M17 function. Furthermore, it describes a novel role for metal cofactors in the regulation of enzymes, with implications for the wide range of metalloenzymes that operate via a two-metal ion catalytic center, including DNA processing enzymes and metalloproteases.

The Specificity of ParR Binding Determines the Incompatibility of Conjugative Plasmids in Clostridium perfringens.

Plasmids that encode the same replication machinery are generally unable to coexist in the same bacterial cell. However, Clostridium perfringens strains often carry multiple conjugative toxin or antibiotic resistance plasmids that are closely related and encode similar Rep proteins. In many bacteria, plasmid partitioning upon cell division involves a ParMRC system; in C. perfringens plasmids, there are approximately 10 different ParMRC families, with significant differences in amino acid sequences between each ParM family (15% to 54% identity). Since plasmids carrying genes belonging to the same ParMRC family are not observed in the same strain, these families appear to represent the basis for plasmid compatibility in C. perfringens. To understand this process, we examined the key recognition steps between ParR DNA-binding proteins and their parC binding sites. The ParR proteins bound to sequences within a parC site from the same ParMRC family but could not interact with a parC site from a different ParMRC family. These data provide evidence that compatibility of the conjugative toxin plasmids of C. perfringens is mediated by their parMRC-like partitioning systems. This process provides a selective advantage by enabling the host bacterium to maintain separate plasmids that encode toxins that are specific for different host targets. IMPORTANCE Toxins produced by the Gram-positive pathogen Clostridium perfringens are primarily encoded by genes found on different conjugative plasmids. These plasmids encode highly similar replication proteins and therefore should be incompatible, but they are often found to coexist within the same isolate. In this study, we showed that a series of phylogenetically related ParMRC plasmid partitioning systems, structures that are normally responsible for ensuring that plasmids segregate correctly at cell division, dictate which toxin plasmid combinations can coexist within the same bacterial cell. We dissected the recognition steps between the DNA-binding ParMRC component, ParR, and the plasmid-derived centromere, parC. Our data suggested a mechanism by which plasmids encoding ParMRC systems from the same family are incompatible, whereas plasmids encoding ParMRC systems from distinct families are compatible. This work provides insight into how these cells can maintain multiple highly similar toxin plasmids, which is a critical first step in understanding how to limit the disease-causing potential of C. perfringens.

PEGASO e-Diary: User Engagement and Dietary Behavior Change of a Mobile Food Record for Adolescents.

Background: Obesity amongst children and adolescents is becoming a major health problem globally and mobile food records can play a crucial role in promoting healthy dietary habits. Objective: To describe the methodology for the implementation of the e-Diary mobile food record, to assess its capability in promoting healthy eating habits, to evaluate the factors associated with its usage and engagement. Methods: This is a descriptive study that compared the characteristics of participants engaged in the e-Diary, which was part of the PEGASO project in which an app to provide proactive health promotion was given to 365 students at 4 European sites enrolled during October to December 2016: England (UK), Scotland (UK), Lombardy (Italy), and Catalonia (Spain). The e-Diary tracked the users' dietary habits in terms of food groups, dietary indexes, and 6 dietary target behaviors relating to consumption of: fruit; vegetable; breakfast; sugar-sweetened beverages; fast-food; and snacks. The e-Diary provided also personalized suggestions for the next meal and gamification. Results: The e-Diary was used for 6 months by 357 adolescents (53.8% females). The study showed that females used the e-Diary much more than males (aOR 3.8, 95% CI 1.6-8.8). Participants aged 14 years were more engaged in the e-Diary than older age groups (aOR 5.1, 95% CI 1.4-18.8) as were those with a very good/excellent self-perceived health status compared to their peers with fair/poor health perception (aOR 4.2, 95% CI 1.3-13.3). Compared to the intervention sites, those living in Catalonia (aOR 13.2 95% CI 2.5-68.8) were more engaged. In terms of behavior change, a significant positive correlation between fruit (p < 0.0001) and vegetables (p = 0.0087) intake was observed in association with increased engagement in the e-Diary. Similarly, adolescents who used the app for more than 2 weeks had significantly higher odds of not skipping breakfast over the study period (aOR 2.5, 95% CI 1.0-6.3). Conclusions: The users highly engaged with the e-Diary were associated with improved dietary behaviors: increased consumption of fruit and vegetables and reduced skipping of breakfast. Although the overall usage of the e-Diary was high during the first weeks, it declined thereafter. Future applications should foster user engagement, particularly targeting adolescents at high risk. Clinical Trial Registration: https://www.clinicaltrials.gov/, identifier: NCT02930148.

Efficacy, Safety, and Tolerability of Flexibly Dosed Ziprasidone in Children and Adolescents with Mania in Bipolar I Disorder: A Randomized Placebo-Controlled Replication Study.

Objective: To evaluate the acute efficacy, safety, and tolerability of flexibly dosed ziprasidone in children and adolescents with Bipolar I Disorder (BD-I). Methods: Participants, 10-17 years of age, meeting The Diagnostic and Statistical Manual of Mental Disorders, 5th edition criteria, were randomized 1:1 in a 4-week double-blind (DB) study, to receive ziprasidone (20-80 mg/twice a day) or placebo. Some were then enrolled in a 26-week open-label extension (OLE) study. The primary efficacy measure was the Young Mania Rating Scale (YMRS) total score. Results: A total of 171 participants entered this randomized DB study and 23 continued into the OLE study. The mean (SD) age of the combined sample was 13.4 (2.1) years, 44.4% were male, and 66.7% were white. The demographic characteristics of participants who received ziprasidone (n = 86) or placebo (n = 85) were similar. The primary objective was met: the mean difference for ziprasidone versus placebo in the YMRS total score was -4.23 (95% confidence interval: -7.14 to -1.32; p = 0.005) indicating an effect size of 0.58. The most common adverse events (AEs) in the ziprasidone group were somnolence (31.4%), fatigue (22.1%), and nausea (14%). The mean Fridericia-corrected QT interval (QTcF) intervals in the ziprasidone group were moderately prolonged relative to the placebo group at all study visits. No participants had QTcF intervals ≥480 msec or an increase from baseline ≥60 msec. No AEs indicative of QT prolongation occurred. Weight, body mass index (BMI), and BMI z-scores, and metabolic measures were similar in both treatment groups. The data from the OLE study will be reported separately. Conclusions: Ziprasidone was effective in children and adolescents with BD-I in a manic episode, replicating the results of a previous study with a similar design (Findling et al. 2013). Overall, ziprasidone was safe and well tolerated with no meaningful effects on weight or metabolic parameters. Trial registration: ClinicalTrials.gov. NCT02075047 and NCT03768726.

Vitamin D Deficiency and Its Association with Iron Deficiency in African Children.

Vitamin D regulates the master iron hormone hepcidin, and iron in turn alters vitamin D metabolism. Although vitamin D and iron deficiency are highly prevalent globally, little is known about their interactions in Africa. To evaluate associations between vitamin D and iron status we measured markers of iron status, inflammation, malaria parasitemia, and 25-hydroxyvitamin D (25(OH)D) concentrations in 4509 children aged 0.3 months to 8 years living in Kenya, Uganda, Burkina Faso, The Gambia, and South Africa. Prevalence of iron deficiency was 35.1%, and prevalence of vitamin D deficiency was 0.6% and 7.8% as defined by 25(OH)D concentrations of <30 nmol/L and <50 nmol/L, respectively. Children with 25(OH)D concentrations of <50 nmol/L had a 98% increased risk of iron deficiency (OR 1.98 [95% CI 1.52, 2.58]) compared to those with 25(OH)D concentrations >75 nmol/L. 25(OH)D concentrations variably influenced individual markers of iron status. Inflammation interacted with 25(OH)D concentrations to predict ferritin levels. The link between vitamin D and iron status should be considered in strategies to manage these nutrient deficiencies in African children.

Low Hemoglobin Levels Are Associated with Reduced Psychomotor and Language Abilities in Young Ugandan Children.

Children living in Sub-Saharan Africa are vulnerable to developmental delay, particularly in the critical first five years due to various adverse exposures including disease and nutritional deficiencies. Anemia and iron deficiency (ID) are highly prevalent in pregnant mothers and young children and are implicated in abnormal brain development. However, available evidence on the association between anemia, ID and neurodevelopment in sub-Saharan Africa is limited. Using data from the Entebbe Mother and Baby Study prospective birth cohort, we examined the effect of maternal and child hemoglobin (Hb) levels and child iron status on developmental scores in 933 and 530 pre-school Ugandan children respectively. Associations between Hb levels, iron status and developmental scores were assessed using regression analyses adjusting for potential confounders. Lower maternal and child Hb levels were associated with reduced psychomotor scores at 15 months, while only lower Hb levels in infancy were associated with reduced language scores. We found no evidence that anemia or ID was associated with cognitive or motor scores at five years. This study emphasizes the importance of managing anemia in pregnancy and infancy and highlights the need for further studies on the effects of anemia and ID in children living in Sub-Saharan Africa.

Identifying risk of adverse outcomes in COVID-19 patients via artificial intelligence-powered analysis of 12-lead intake electrocardiogram.

BACKGROUND: Adverse events in COVID-19 are difficult to predict. Risk stratification is encumbered by the need to protect healthcare workers. We hypothesize that artificial intelligence (AI) can help identify subtle signs of myocardial involvement in the 12-lead electrocardiogram (ECG), which could help predict complications. OBJECTIVE: Use intake ECGs from COVID-19 patients to train AI models to predict risk of mortality or major adverse cardiovascular events (MACE). METHODS: We studied intake ECGs from 1448 COVID-19 patients (60.5% male, aged 63.4 ± 16.9 years). Records were labeled by mortality (death vs discharge) or MACE (no events vs arrhythmic, heart failure [HF], or thromboembolic [TE] events), then used to train AI models; these were compared to conventional regression models developed using demographic and comorbidity data. RESULTS: A total of 245 (17.7%) patients died (67.3% male, aged 74.5 ± 14.4 years); 352 (24.4%) experienced at least 1 MACE (119 arrhythmic, 107 HF, 130 TE). AI models predicted mortality and MACE with area under the curve (AUC) values of 0.60 ± 0.05 and 0.55 ± 0.07, respectively; these were comparable to AUC values for conventional models (0.73 ± 0.07 and 0.65 ± 0.10). There were no prominent temporal trends in mortality rate or MACE incidence in our cohort; holdout testing with data from after a cutoff date (June 9, 2020) did not degrade model performance. CONCLUSION: Using intake ECGs alone, our AI models had limited ability to predict hospitalized COVID-19 patients' risk of mortality or MACE. Our models' accuracy was comparable to that of conventional models built using more in-depth information, but translation to clinical use would require higher sensitivity and positive predictive value. In the future, we hope that mixed-input AI models utilizing both ECG and clinical data may be developed to enhance predictive accuracy.

Hepcidin regulation in Kenyan children with severe malaria and non-typhoidal Salmonella bacteremia.

Malaria and invasive non-typhoidal Salmonella (NTS) are life-threatening infections that often co-exist in African children. The iron-regulatory hormone hepcidin is highly upregulated during malaria and controls the availability of iron, a critical nutrient for bacterial growth. We investigated the relationship between Plasmodium falciparum malaria and NTS bacteremia in all pediatric admissions aged <5 years between August 1998 and October 2019 (n=75,034). We then assayed hepcidin and measures of iron status in five groups: (1) children with concomitant severe malarial anemia (SMA) and NTS (SMA+NTS, n=16); and in matched children with (2) SMA (n=33); (3) NTS (n=33); (4) cerebral malaria (CM, n=34); and (5) community-based children. SMA and severe anemia without malaria were associated with a 2-fold or more increased risk of NTS bacteremia, while other malaria phenotypes were not associated with increased NTS risk. Children with SMA had lower hepcidin/ferritin ratios (0.10; interquartile range [IQR]: 0.03-0.19) than those with CM (0.24; IQR: 0.14-0.69; P=0.006) or asymptomatic malaria (0.19; IQR: 0.09-0.46; P=0.01) indicating suppressed hepcidin levels. Children with SMA+NTS had lower hepcidin levels (9.3 ng/mL; IQR: 4.7-49.8) and hepcidin/ferritin ratios (0.03; IQR: 0.01-0.22) than those with NTS alone (105.8 ng/mL; IQR: 17.3-233.3; P=0.02 and 0.31; IQR: 0.06-0.66; P=0.007, respectively). Since hepcidin degrades ferroportin on the Salmonella-containing vacuole, we hypothesize that reduced hepcidin in children with SMA might contribute to NTS growth by modulating iron availability for bacterial growth. Further studies are needed to understand how the hepcidin-ferroportin axis might mediate susceptibility to NTS in severely anemic children.