Highlights
Volume 35, Issue 1 (2025)
Volume 35, Issue 1 (January 2025)
Special Article
- Identifying a sufficient set of confounders is crucial for estimating the causal effect of exposure on outcome.
- We summarize approaches to identifying a sufficient set of confounders from both epidemiological and statistical perspectives.
- We also describe some pitfalls and considerations in confounder selection.
- E-value and robustness value are introduced as approaches to assess the sensitivity to unmeasured confounders.
- Integrating these principles and approaches will enhance our understanding of confounder selection in future epidemiological studies.
- A comprehensive side-by-side comparison of different instrumental variable (IV) methods in binary outcome and continuous exposures with many IVs was performed.
- The findings indicated that the bias associated with these methods could not be fully addressed.
- The use of multiple IV methods (e.g., one method for primary analysis and another for sensitivity analysis) may be helpful.
- We employ disease-mediating mortality separating disease-specific mortality into disease (the mediator) and mortality (the outcome) to characterize the natural course of hepatitis C virus (HCV).
- We identified three liver diseases (eg, liver cirrhosis, liver cancer) and nine non-liver diseases (eg, septicemia, renal diseases, endocrine diseases, hypertension) that mediate HCV-induced mortality and provide the proportion of mediation to reflect their relative contributions.
- For developing countries with limited access to direct-acting antiviral agents, our study may guide health policies in screening for particular diseases (except liver diseases) to reduce the preventable deaths of the HCV-infected population.
- The association between income and colorectal cancer (CRC) risk varies across countries.
- The role of income dynamics in CRC risk is unknown in individuals with type 2 diabetes mellitus (T2DM) who are at increased risk of colorectal cancer.
- Individuals with T2DM who had persistent low-income status over 5 years or experienced income declines had an elevated CRC risk.
- In contrast, constant high income over 5 years was associated with reduced risk of colorectal cancer.
- This study investigated the association between the patterns of various metabolites and cognitive decline in Japanese community-dwelling older adults.
- Amino acids were protectively associated with cognitive decline, whereas ketone metabolites were associated with higher odds of cognitive decline.
- Metabolome monitoring can be useful for predicting and preventing future cognitive decline.
- We compared self-reported participation in cancer screenings and health checkups with municipality records.
- Self-reported participation in colorectal, stomach, breast, and cervical cancer screenings was moderately valid.
- Self-reported participation in lung cancer screening was underreported and participation in health checkup was overreported.
- Self-reported screening participation should be carefully interpreted to assess the performance of preventive measures.