Abstract

My personal and professional journeys have been far from predictable based on my early childhood. Owing to a range of serendipitous influences, I miraculously transitioned from a rebellious, apathetic teenage street urchin who did poorly in school to a highly motivated, disciplined, and ambitious academic honors student. I was the proverbial “late bloomer.” Ultimately, I earned my PhD in biophysical chemistry at Yale, followed by a postdoc fellowship at Berkeley. These two meccas of thermodynamics, coupled with my deep fascination with biology, instilled in me a passion to pursue an academic career focused on mapping the energy landscapes of biological systems. I viewed differential energetics as the language of molecular communication that would dictate and control biological structures, as well as modulate the modes of action associated with biological functions. I wanted to be a “molecular linguist.” For the next 50 years, my group and I used a combination of spectroscopic and calorimetric techniques to characterize the energy profiles of the polymorphic conformational space of DNA molecules, their differential ligand-binding properties, and the energy landscapes associated with mutagenic DNA damage recognition, repair, and replication. As elaborated below, the resultant energy databases have enabled the development of quantitative molecular biology through the rational design of primers, probes, and arrays for diagnostic, therapeutic, and molecular-profiling protocols, which collectively have contributed to a myriad of biomedical assays. Such profiling is further justified by yielding unique energy-based insights that complement and expand elegant, structure-based understandings of biological processes.

Highlights

  • My father’s consternation, I was a “street urchin” who was far more interested in sports than academics

  • DNA energy databases have enabled a revolution in quantitative molecular biology through the rational design of primers, probes, and arrays for diagnostic, therapeutic, and molecular-profiling protocols that have contributed to a myriad of biomedical assays

  • Going forward, I am further encouraged by our DNA energy profiles/landscapes being used to empower the interpretations of complex new datasets produced by a myriad of emerging methodologies

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Summary

The impact of collaborative science without borders

My laboratory’s studies have been greatly influenced and enriched by interactions with visiting luminaries, as part of distinguished lecture series, as well as by national and international collaborations with visiting scientists on sabbatical, followed by the hiring of some of their best students. The resultant data, including more recently reported heat capacity effects [26,27,28,29,30,31], have been incorporated into commercial and proprietary algorithms used worldwide to enable differential stability-based design of hybridizationbased diagnostic and therapeutic protocols [32,33,34,35,36] These energy databases characterize DNA structures that contain biologically consequential mismatches [37, 38], modified bases/lesions [37, 39,40,41,42,43,44,45,46,47], as well as nonduplex secondary structures, including the energetics of triplexes [48,49,50,51,52], tetraplexes [53,54,55,56] (associated with modulating telomere stability and epigenetic modifications) [57, 58], and higher order, functionally relevant DNA assemblies [59,60,61,62,63,64]. Beyond providing insights into protein–DNA binding and catalysis, such energetic recognition has implications in the rational design of inhibitors and antagonists of DNAprocessing pathways

Energetics as signatures of differential biological consequences
Concluding remarks
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