A pathological hallmark of neurodegenerative disease is the accumulation of aberrant protein aggregates which contribute to the cytotoxicity and are therefore a target for new therapy development. One key machinery to manage cellular protein homeostasis is the chaperones proteins, the heat shock proteins (HSPs) which are known to target aberrant proteins including TDP-43, tau and amyloid and rescue neurodegeneration in various disease models. As an attempt to target HSP activation for neurodegeneration therapy, we develop a drug screening assay to search compounds that activate the master regulator of HSPs, the transcription factor heat shock factor 1 (HSF1). As HSF1 is bound by HSP90 which prevents its activation, we develop a NanoBRET assay, which allows us to monitor and quantify the HSF1-HSP90 interaction in living cells to screen for compounds disrupting this interaction and thereby releasing HSF1 for activation. After the assay was optimised and validated for its robustness and reliability, a two thousand compound library was screened which produced 10 hits including a couple of known HSP90 inhibitors. Follow-up functional study showed that one of the hit oxyphenbutazone (OPB) significantly reduces the accumulation of insoluble TDP-43 in a cell model, displaying no signs of stress or toxicity. Further works are needed to characterise the mode-of-action of OPB in HSF1 activation and aberrant protein reduction, and the physiological impact of OPB on TDP-43 needs to be examined in an in vivo model. However, this study demonstrates a viable strategy for new drug discovery in targeting aberrant proteins and identifies potential candidates for translation into neurodegenerative disease treatment.