Effect of smartphone app-based health care intervention for health management of high-risk mothers: a study protocol for a randomized controlled trial

BACKGROUND

The 4th Industrial Revolution with the advent of the smart era, in which artificial intelligence, such as big data analysis and machine learning, is expected, and the provision of healthcare services using smartphones has become a reality. In particular, high-risk mothers who experience gestational diabetes, gestational hypertension, and prenatal and postpartum depression are highly likely to have adverse effects on the mother and newborn due to the disease. Therefore, continuous observation and intervention in health management are needed to prevent diseases and promote healthy behavior for a healthy life.

METHODS

This randomized controlled trial will provide mothers 18 years of age or older with health care information collected based on evidence-based literature data using a smartphone app for 6 weeks. About 500 mothers will be selected in consideration of the dropout rate due to the characteristics of mothers. The study group and control group will be computer-generated in a 1:1 ratio through random assignment. The research group will receive health management items through the app, and health management information suitable for the pregnancy cycle is pushed to an alarm. The control group will receive the health management information of the paper. We also followed the procedure for developing mobile apps using the IDEAS framework.

DISCUSSION

These results show the effectiveness of smart medical healthcare services and promote changes in health behaviors throughout pregnancy in high-risk mothers.

TRIAL REGISTRATION

Clinical trial registration information for this study has been registered with WHO ICTRP and CRIS (Korea Clinical Research Information Service, CRIS). Clinical trial registration information is as follows: Study of development of integrated smart health management service for the whole life cycle of high-risk mothers and newborns based on community, KCT0007193 . Registered on April 14, 2022, prospectively registered. This protocol version is Version 1.0. April 14, 2022.

sFlt-1/PlGF ratio as a predictive and prognostic marker for preeclampsia

OBJECTIVE

Preeclampsia is clinically unpredictable and associated with adverse outcomes. Pregnant women with suspected preeclampsia require intensive monitoring or hospitalization for elevated sFlt-1 (soluble fms-like tyrosine kinase-1) to PlGF (placental growth factor) ratios before symptoms arise. We aimed to determine the sFlt-1/PlGF ratio's usefulness in predicting adverse pregnancy outcomes in preeclampsia.

METHODS

From January 2017 to February 2019, we measured the sFlt-1/PlGF ratio in 73 singleton pregnant women suspected of preeclampsia and classified them into three groups: low-risk (sFlt-1/PlGF ratio < 38, n = 19), intermediate (38 ≤ ratio < 85, n = 9), and high-risk (ratio ≥ 85, n = 32).

RESULTS

Although the low- and high-risk groups both experienced weight gain during pregnancy, their body mass index (BMI) differed after pregnancy (p = 0.004). The number of women who had been taking antihypertensive medications for chronic hypertension since early pregnancy was higher in the low-risk group (31.6% vs. 22.2%, 6.7%). The gestational weeks at birth were lower in the high-risk group compared to that of the low-risk group (32.0 weeks vs. 35.79 weeks, p < 0.001). In the high-risk group, the average neonatal weight was significantly lighter (p = 0.021), and the period of stay in the neonatal intensive care unit was longer than that in the low-risk group (p = 0.003).

CONCLUSION

The sFlt-1/PlGF ratio is a useful indicator of preeclampsia severity and can be utilized as a prognostic marker.

Clinical Characteristics of Developmentally Delayed Children based on Interdisciplinary Evaluation

The aim of this study is to examine the clinical characteristics of children suspected to have neurodevelopmental disorders and to present features that could be helpful diagnostic clues at the clinical assessment stage. All children who visited the interdisciplinary clinic for developmental problems from May 2001 to December 2014 were eligible for this study. Medical records of the children were reviewed. A total of 1,877 children were enrolled in this study. Most children were classified into four major diagnostic groups: global developmental delay (GDD), autism spectrum disorder (ASD), developmental language disorder (DLD) and motor delay (MD). GDD was the most common (43.9%), and boys were significantly more predominant than girls in all groups. When evaluating the predictive power of numerous risk factors, the probability of GDD was lower than the probability of ASD among boys, while the probability of GDD increased as independent walking age increased. Compared with GDD and DLD, the probability of GDD was increased when there was neonatal history or when the independent walking age was late. Comparison of ASD and DLD showed that the probability of ASD decreased when a maternal history was present, whereas the probability of ASD increased with male gender. To conclude, the present study revealed the clinical features of children with various neurodevelopmental disorders. These results are expected to be helpful for more effectively flagging children with potential neurodevelopmental disorders in the clinical setting.

Study of three patients with thrombotic thrombocytopenic purpura exchanged with solvent/detergent-treated plasma: is its decreased protein S activity clinically related to their development of deep venous thromboses?

Solvent/detergent treated plasma (S/DP) has reduced protein S activity (about 0.5 units/mL) as compared with fresh frozen plasma (FFP). When used as replacement fluid for repetitive therapeutic plasma exchange (PEX), e.g., in patients with thrombotic thrombocytopenic purpura (TTP), S/DP could lead to lowered protein S levels and, possibly, risk of hypercoagulable complications. We describe three patients with TTP who had low functional protein S (FPS) levels during PEX for TTP. Each developed one or more deep vein thromboses (DVTs) while receiving 100% S/DP or 50% S/DP and 50% cryosupernatant plasma (CSP) as replacement fluid. FPS levels rose when 100% CSP was substituted for S/DP. Our observations suggest that use of S/DP alone or in 50% combination with CSP as replacement fluid in PEX for TTP may lead to difficulty in maintaining safe FPS levels. Determination of risk of resulting clinically significant thrombotic events requires further study.

Therapeutic plasma exchange for the acute management of the catastrophic antiphospholipid syndrome: beta(2)-glycoprotein I antibodies as a marker of response to therapy

We describe two patients with the catastrophic antiphospholipid syndrome associated with elevation of beta(2)-glycoprotein I antibodies and fulminant thrombotic diatheses. Both patients were treated with therapeutic plasma exchange (TPE), which resulted in a marked decrease in antibody titer accompanied by an improved clinical outcome in one patient (IgG antibody). In the second patient, the outcome was poor despite TPE (IgA antibody). There were no significant complications of TPE in either case. Because of the fulminant nature of the catastrophic antiphospholipid syndrome, we conclude that a trial of TPE is warranted for the acute management. Further studies are needed to clarify which patients may benefit from this treatment.