Chlamydia infections remain a significant public health concern, particularly due to their association with severe reproductive health complications. A study by Alexiou highlighted that women with chlamydia had increased risks of pelvic inflammatory disease (PID), ectopic pregnancy, and tubal factor infertility, with odds ratios of 1.62, 1.84, and 2.75 respectively, compared to chlamydia-negative women. Despite these elevated risks, the overall incidence rates of these complications were relatively low, at 5.8, 1.9, and 1.8 per 1000 person-years. This suggests that while the risks are significant, the actual occurrence of severe outcomes remains infrequent, emphasizing the need for effective screening and treatment strategies (ref: Alexiou doi.org/10.1016/j.lanepe.2024.101027/). In addition to reproductive health implications, wastewater surveillance has emerged as a novel method for tracking chlamydia infections in communities. Zhao's research utilized molecular analysis of environmental samples from the Detroit metro area to estimate community-level infections based on bacterial shedding. This innovative approach involved weekly collection of untreated wastewater samples, providing a unique perspective on the prevalence of chlamydia and syphilis in urban settings (ref: Zhao doi.org/10.1021/acs.est.4c05869/). Furthermore, Rosas Cancio-Suárez's study on asymptomatic women in Madrid found a 3.8% prevalence of Chlamydia trachomatis, with a significant association between the number of sexual partners and increased STI risk, highlighting the importance of targeted public health interventions (ref: Rosas Cancio-Suárez doi.org/10.3390/biomedicines12091999/).