The present invention relates to a multi-unit complex of a tRNA synthetase fragment. The multi-unit complexes can comprise of two or more monomer units. Two monomer units can be covalently or non-covalently linked. The multi-unit complexes may further be used, for example, in pharmaceutical formulation to modulate angiogenesis.