Tandem affinity purification (TAP) is an efficient method for the purification and characterization of large macromolecular complexes. To elucidate the role of specific components of such complexes, it is important to address the question of how loss of a specific factor affects complex composition. Here, we introduce a method that combines TAP of large macromolecular assemblies with inducible shRNA-mediated protein depletion in human somatic cells. As a proof of principle, we have applied this method to the purification of human pre-ribosomal particles. Using inducible expression of ribosome assembly factors as bait proteins, different pre-40S particles could be isolated and characterized, revealing high conservation of the ribosome biogenesis pathway from yeast to human cells. Besides known ribosome maturation factors, C21orf70 was identified as a novel pre-40S component. By combining TAP of pre-40S particles with shRNA-mediated depletion of the pre-40S-associated protein kinase Rio2, we observed that increased levels of the nuclear HEAT-repeat protein Rrp12 are associated with 40S precursors in absence of Rio2. Further analyses revealed that Rrp12 is partially mislocalized to the cytoplasm and trapped on late 40S precursors upon loss of Rio2, and therefore fails to efficiently recycle to the nucleus. Thus, the combination of tandem affinity purification and shRNA induction provided further insights into late cytoplasmic 40S maturation steps, demonstrating the high potential of this method.