Prevalence of delayed puberty and low bone density in patients with epidermolysis bullosa: Insight from a large single center's experience

Early-life famine exposure and risk of osteoporosis and low bone mineral density: a systematic review and meta-analysis

BACKGROUND

Early-life exposure to famine has been hypothesized to influence long-term bone health, potentially increasing the risk of osteoporosis and fractures in later life. This systematic review and meta-analysis aimed to investigate the association between early-life famine exposure and the risk of osteoporosis, bone mineral density (BMD) loss, and fractures.

METHODS

A comprehensive literature search was conducted across MEDLINE/PubMed, Scopus, Web of Science, and Embase, supplemented by manual searches on Google Scholar. Observational studies examining the impact of early-life famine exposure on osteoporosis, BMD, and fracture risk were included. Data were extracted and quality assessed independently by two reviewers, and meta-analyses were performed using the Mantel-Haenszel method for odds ratios (OR) and Hedges' g for standardized mean differences (SMD). Heterogeneity was assessed using the I2 statistic, and meta-regression analyses were conducted to explore potential sources of heterogeneity.

RESULTS

From 6147 initial studies, 10 met the inclusion criteria, with 8 included in the meta-analysis. The early-life famine-exposed group showed a significantly higher incidence of osteoporosis (OR = 2.12, 95%CI [1.35, 3.34], I2 = 88%) and fractures (OR = 1.58, 95%CI [1.07, 2.33], I2 = 92%) compared to non-exposed individuals. Meta-regression indicated that higher female prevalence in studies made the association with osteoporosis stronger, while higher ages strengthened the association with fractures. Exposure during fetal and childhood stages was particularly associated with increased risks of osteoporosis and fractures. Additionally, famine exposure correlated with lower BMD, particularly in the heels, femoral neck, and total hip regions.

CONCLUSION

Early-life famine exposure is significantly associated with an increased risk of osteoporosis, fractures, and lower BMD in later life. These results emphasize the lasting effects on bones from early lack of nutrition and stress the importance of specific interventions for bone health in groups with past famine experiences. Future studies should investigate the reasons behind these connections and assess preventative approaches to reduce the negative effects on bone health in those impacted.

Natural language processing in dermatology: A systematic literature review and state of the art

BACKGROUND

Natural Language Processing (NLP) is a field of both computational linguistics and artificial intelligence (AI) dedicated to analysis and interpretation of human language.

OBJECTIVES

This systematic review aims at exploring all the possible applications of NLP techniques in the dermatological setting.

METHODS

Extensive search on 'natural language processing' and 'dermatology' was performed on MEDLINE and Scopus electronic databases. Only journal articles with full text electronically available and English translation were considered. The PICO (Population, Intervention or exposure, Comparison, Outcome) algorithm was applied to our study protocol.

RESULTS

Natural Language Processing (NLP) techniques have been utilized across various dermatological domains, including atopic dermatitis, acne/rosacea, skin infections, non-melanoma skin cancers (NMSCs), melanoma and skincare. There is versatility of NLP in data extraction from diverse sources such as electronic health records (EHRs), social media platforms and online forums. We found extensive utilization of NLP techniques across diverse dermatological domains, showcasing its potential in extracting valuable insights from various sources and informing diagnosis, treatment optimization, patient preferences and unmet needs in dermatological research and clinical practice.

CONCLUSIONS

While NLP shows promise in enhancing dermatological research and clinical practice, challenges such as data quality, ambiguity, lack of standardization and privacy concerns necessitate careful consideration. Collaborative efforts between dermatologists, data scientists and ethicists are essential for addressing these challenges and maximizing the potential of NLP in dermatology.

Osteoporosis and bone health in pediatric patients with epidermolysis bullosa: A scoping review

Nutritional compromise, low levels of vitamin D, chronic inflammation, abnormal growth, and physical inactivity affect bone metabolism and compromise long-term bone health in individuals with epidermolysis bullosa (EB). The result is a high risk for osteopenia, osteoporosis, and pathologic fractures, but this important consequence of EB has been the focus of few investigations. Our scoping review found 21 publications that assessed the current understanding and clinical practices for monitoring of osteoporosis and its treatment in EB. Recommendations summarized from 13 of these publications include early nutritional and weight assessments before 2 years of age; bloodwork every 6-12 months starting at birth; Tanner stage assessments every 6 months to detect any pubertal delay; DEXA scans starting at age 6 years with repeated scans every 1-2 years, except in mild cases; and vitamin D supplementation of 80-320 IU daily for children 0-7 years and 720 IU for patients >8 years.