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Hospital AI tool predicts low blood sugar in patients up to 24 hours in advance

Cedars-Sinai Health Sciences University investigators developed an AI-based model that can identify hospitalized patients at risk of low blood sugar up to 24 hours before the condition occurs. The long short-term memory (LSTM) model, described in npj Digital Medicine, could help clinicians intervene earlier and prevent complications, including, in severe cases, seizures, coma and long-term heart arrhythmias.

The model addresses a longstanding challenge in hospital care. Low blood sugar, also called hypoglycemia, is a common and potentially life-threatening complication among hospitalized patients, including those receiving diabetes treatment, those who are fasting before procedures or those in critical care. However, there are no widely used tools for predicting which hospitalized patients may develop hypoglycemia.

“Today, most hospital care for hypoglycemia is reactive, and we respond after a patient’s blood sugar drops,” said Roma Gianchandani, MD, senior author of the study and vice chair of quality and innovation in the Department of Medicine and program director for diabetes.

Don’t forget about thrombosis in acute promyelocytic leukemia

Firstly, why examine the role of thromboembolic disease in APL when serious bleeding is essentially universal? Thromboembolic episodes are more common than may be appreciated in this setting. The 16% incidence of thromboembolic events observed by Rodriguez-Viega and co-workers is higher than the 12% found in patients with acute myeloid leukemia.5 Furthermore, the major cause of treatment failure in APL is early death and the development of clotting is associated with early death. Early death in APL occurs most frequently during the first 24–48 hours after presentation. Understandably, very few, if any, of such patients are enrolled on clinical trials. Enrollment on a trial would facilitate further insights into thromboembolic events and may pave the way for prevention and therapeutic intervention.

Secondly, why are patients with APL predisposed to develop thrombosis? After all, the disease is infamous for its life-threatening and potentially catastrophic bleeding. This prominent characteristic was recognized by Dr. Leif Hillstad, who is credited with the first description of APL as a distinct clinical entity in 1957.6 Acute promyelocytic leukemia cells are associated with the release of plasminogen activator inhibitor-1, tissue factor, and TNFα. These proteins, together with a decrease in thrombomodulin which functions as an anticoagulant by binding to thrombin, favor the balance towards thromboembolic events7 (Figure 1). Alternatively, with the generation of annexin II, plasminogen activators, and podoplanin, a transmembrane protein which interacts with cell lectin superfamily 2 (CLEC-2) on platelets to induce platelet aggregation and adhesion to lymphatic vessels,8 bleeding is much more commonly present. Furthermore, direct proteolysis of fibrinogen and von Willebrand factor contributes to bleeding. This compilation of processes explains why some patients with APL have bleeding while others have thromboembolic episodes and some have both depending on the balance of procoagulant and anticoagulant proteins. However, bleeding, usually clinically manifested by large ecchymoses on the trunk and extremities, is the major hallmark of the disease.

Finally, how can thromboembolic events in APL be prevented? The most important thing is to maintain a high level of suspicion. The report by Rodriguez-Veiga and co-workers reminds us to be vigilant for the possibility of thromboembolic events in patients with APL. The risk of thrombosis was 1.4% among low-risk patients (presenting WBC 40×109/L), 4.9% for intermediate-risk patients (WBC 10×109/L and platelet count 10×109/L). In contemporary practice, low-and intermediate-risk groups are combined since outcomes among these patients proved to be similar.

Advances in materials science are helping unlock secrets of nanomaterials

New instruments on the horizon promise the most precise tools yet to study and experiment on the smallest and most complex materials ever manufactured. In a paper published in the journal Nature Materials, University of Cincinnati assistant professor Hanxun Jin highlighted advances in ultrasensitive technology to measure and manipulate some of the tiniest nanomaterials used in manufacturing, aerospace, medicine and more.

And when Jin says tiny, he means really tiny. Semiconductor nanocrystals called quantum dots that are used in TV screens are so small they’re considered zero-dimensional. That makes the field of nanomaterials characterization a particularly exciting one, Jin said.

New oral heart failure drug appears to be safe and well tolerated in 58-patient early clinical trial

An early clinical study shows that a new oral drug is safe and well tolerated in patients with chronic heart failure. The study, led by researchers at Karolinska Institutet, has been published in The Lancet.

Heart failure with reduced pumping capacity means that the heart struggles to pump blood effectively around the body. Despite current treatments, many patients’ conditions worsen over time, and existing drugs that strengthen the heart’s contractions can cause serious side effects, such as heart rhythm disturbances and effects on blood pressure.

In the study, researchers investigated a new drug, AC01, which targets the body’s ghrelin receptor. Ghrelin is a hormone that influences metabolism and growth hormone release, and its receptor is also found in heart muscle. AC01 is intended to strengthen the heart’s pumping ability through a different biological mechanism from traditional heart-stimulating drugs, thereby reducing the risk of side effects.

Breastfeeding may protect against ADHD symptoms

A new study from the University of Bergen shows an association between breastfeeding up to 6 months of age and a reduced risk of ADHD symptoms from ages 3 to 8.

Breast milk is the primary source of nutrition for infants. It is uniquely tailored for the child and contains numerous components beneficial for growth and brain development, including long-chain fatty acids, amino acids, antibodies and beneficial bacteria.

“It is well established that psychiatric symptoms and disorders can be influenced by both genetic and environmental factors,” says Berit Skretting Solberg, psychiatrist and researcher at the Department of Biomedicine, University of Bergen, and senior consultant at Betanien Hospital.

First use of precision editing to study human embryo development reveals role of master gene

Research led by the University of Cambridge Loke Center for Trophoblast Research has shown that a genome-editing technique can be used to alter a single gene in human embryonic cells, enabling the study of very early human development in unparalleled detail. The study is published in the journal Nature.

Faster aging in younger generations linked to rise in early-onset cancer

A new study led by researchers at Washington University School of Medicine in St. Louis provides evidence that younger generations are indeed aging faster biologically than their older counterparts. The causes remain under investigation around the world, including global efforts led by research members of Siteman Cancer Center, based at Barnes-Jewish Hospital and WashU Medicine, and Cancer Grand Challenges, a global initiative co-founded by the National Cancer Institute and Cancer Research U.K.; but importantly, the new research links this accelerated aging to an increased risk of early-onset cancers in younger generations. In general, early-onset cancers are those diagnosed at age 55 or younger.

The larger the gap between biological age — that is, how old our bodies appear to be — and chronological age — which is how many years we have actually lived — the higher the cancer risk, according to the researchers. They found that people in more recent birth cohorts had larger age gaps than those in older birth cohorts, which may help explain the rise in early-onset cancer in recent generations.

Their study also identified links between faster aging in particular organ systems and increased risks for certain cancers. For instance, an immune system that appears older than its actual age was associated with early-onset lung cancer. Similarly, fat tissue that appears older than its chronological age was associated with early-onset colorectal cancer.

High-resolution mapping of CCR4-NOT recruitment elements reveals transcriptome-wide drivers of mRNA decay

Luo et al. present TRACER, a transcriptome-wide approach to identify RNA elements that recruit the CCR4-NOT complex. TRACER uncovers thousands of CCR4-NOT-associated elements, many mapping to known or predicted RBP and miRNA target sites. These elements drive mRNA repression and can be targeted using gene editing or ASO approaches.

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