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Aim: Many developments in cervical cancer screening have happened in the past century, helping women in earlier detection of cervical cancer and its precursors. Cytology still holds the fort as being a specific test, though it suffers in sensitivity. As a part of the quality control program, the aim of the study is to determine the total number of abnormal liquid-based cervical cytology (LBC) at our center and correlate the abnormal LBC with histology and human papillomavirus (HPV) DNA test results. Method: Retrospective analysis of 4286 LBC screening cases was carried out over a period of 5 years. For cytology–histology correlation, cervical biopsy and cytology test results were analyzed. The two-tier grading system for biopsy interpretation was used. HPV DNA test results wherever available were correlated. Results: Of the 4286 LBC cases, 157 samples (3.7%) were unsatisfactory for evaluation, 3915 samples (91.3%) were negative for intra-epithelial lesion or malignancy, and 214 samples (5%) showed epithelial cell abnormality. ASC-US was reported in 60 cases (1.4%), ASC-H in 35 cases (0.8%), LSIL in 47 cases (1.1%), HSIL in 41 cases (1.0%), squamous cell carcinoma in a single case (0.02%), and atypical glandular cells in 30 cases (0.7%). The ASC/SIL ratio was 1.07:1. The CHC major discrepancy was calculated as 16.2%. The concordance of HSIL on cytology and biopsy as a measure of PPV is 94.4%. Of the epithelial cell abnormalities, 24 cases were positive for high-risk HPV (hrHPV). Molecular test results of 2737 samples showed HPV detected in 50 cases, of which 24 cases were positive for hrHPV. Conclusion: The study helped us to analyze the quality parameters of our cytopathology laboratory which are within the acceptable limits.