Background: Miscarriage is considered the most common adverse outcome in early pregnancy. Thyroid autoantibodies have a role in these regions and have been linked to substantial changes in the path of pregnancy that affect the mother, foetus, & newborn. Aim: To estimate the prevalence of TPO antibodies in recurrent pregnancy losses, first trimester abortions and preterm deliveries. Material & Methods: Study Design: Descriptive Cross sectional study. Study area: Department of Obstetrics & Gynecology, Murshidabad Medical college and Hospital, Baharampur, West Bengal. Study Period: Jan 2022 – Dec. 2022. Study population: Pregnant women who had preterm deliveries, miscarriages attending outpatient as well as admitted in the antenatal & postnatal ward in the department of Obstetrics & Gynecology Sample size: Study consisted a total of 100 subjects. Study tools and Data collection procedure: The study group was comprised of all the pregnant women who had preterm deliveries and miscarriages regardless of the gestational age, that were fulfilling inclusion & exclusion criteria. Written informed consent was taken from all the patients participating in the study. They were subjected to a detailed history & thorough general & clinical examination, lab investigations, thyroid profile, thyroid peroxidase antibody testing (Normal range: TPO AB <9 IU/ML), ultra-sonic examination & other clinical work up was done. The study showed that the contribution of thyroid peroxidase antibody testing & its sensitivity determining risk of preterm deliveries and recurrent pregnancy loss. Results: The association between TPOAB and T3 category, among the high TPOAB (+ve) cases (n=11), 8 (72.7%) cases had normal level of T3, and, 3 (27.3%) cases had low level of T3. Whereas in the normal TPOAB (-ve) group (n=89), 5 (5.6%) cases had high level of T3, 84 (94.4%) cases had normal level of T3. The association between TPOAB and T3 category was shown statistically significant (P<0.0001). Conclusion: We concluded that, there was a statistically significant association of TPOAb with T3, T4, and, TSH (P<0.05) and it leads to developing hypothyroidism during pregnancy. The presence of TPO-Ab in pregnant women significantly increases the risk of preterm delivery. The screening of TSH and TPOAb was essential during pregnancy to avoid complications related pregnancy