Nowadays, massive
genomics and transcriptomics data can be generated
at the single-cell level. However, proteomics in this setting is still
a big challenge. Despite the great improvements in sensitivity and
performance of mass spectrometry instruments and the better knowledge
on sample preparation processing, it is widely acknowledged that multistep
proteomics workflows may lead to substantial sample loss, especially
when working with paucicellular samples. Still, in clinical fields,
frequently limited sample amounts are available for downstream analysis,
thereby hampering comprehensive characterization at protein level.
To aim at better protein and peptide recoveries, we compare existing
and novel approaches in the multistep sample preparation protocols
for mass spectrometry studies, from sample collection, cell lysis,
protein quantification, and electrophoresis/staining to protein digestion,
peptide recovery, and LC-MS/MS instruments. From this critical evaluation,
we conclude that the recent innovations and technologies, together
with high quality management of samples, make proteomics on paucicellular
samples possible, which will have immediate impact for the proteomics
community.