Autoantibodies are a hallmark of lupus nephritis (LN), but their association with LN classes and treatment response are not adequately known. In this study, we quantified circulating autoantibodies in the Accelerating Medicines Partnership (AMP) LN longitudinal cohort to identify serological biomarkers of LN histological classification and treatment response, and how these biomarkers change over time based on treatment response. Peripheral blood samples were collected from 279 SLE patients undergoing diagnostic kidney biopsy based on proteinuria. Of these, 268 were diagnosed with LN. Thirteen autoantibody specificities were measured by bead-based assays (Bio-Rad Bioplex 2200) and anti-C1q by ELISA at the time of biopsy (baseline) and at 3-, 6-, and 12-months post-biopsy. Clinical response was determined at 12 months. Proliferative LN (ISN/RPS class III/IV+V, n=160) was associated with higher concentrations of anti-C1q, -chromatin, -dsDNA, and -ribosomal P autoantibodies compared to non-proliferative LN (classes I/II/V/VI, n=108). Anti-C1q and-dsDNA were independently associated with proliferative LN. In proliferative LN, higher baseline anti-C1q levels predicted complete response (AUC, 0.72; p, 0.002) better than baseline proteinuria (0.59; 0.21). Furthermore, all autoantibody levels, except for anti-La/SSB, decreased over 12 months in proliferative, but not membranous, LN patients with a complete response. Baseline levels of anti-C1q and -dsDNA may serve as noninvasive biomarkers of proliferative LN, and anti-C1q may predict complete response at the time of kidney biopsy. In addition, tracking autoantibodies over time may provide further insights into treatment response and pathogenic mechanisms in proliferative LN patients.