Quantifying protein abundance on single cells using split-pool sequencing on DNA-barcoded antibodies for diagnostic applications

Multi-omic single cell sequencing: Overview and opportunities for kidney disease therapeutic development

Single cell sequencing technologies have rapidly advanced in the last decade and are increasingly applied to gain unprecedented insights by deconstructing complex biology to its fundamental unit, the individual cell. First developed for measurement of gene expression, single cell sequencing approaches have evolved to allow simultaneous profiling of multiple additional features, including chromatin accessibility within the nucleus and protein expression at the cell surface. These multi-omic approaches can now further be applied to cells in situ, capturing the spatial context within which their biology occurs. To extract insights from these complex datasets, new computational tools have facilitated the integration of information across different data types and the use of machine learning approaches. Here, we summarize current experimental and computational methods for generation and integration of single cell multi-omic datasets. We focus on opportunities for multi-omic single cell sequencing to augment therapeutic development for kidney disease, including applications for biomarkers, disease stratification and target identification.

Biotechnology applications of proteins functionalized with DNA oligonucleotides

The functionalization of proteins with DNA through the formation of covalent bonds enables a wide range of biotechnology advancements. For example, single-molecule analytical methods rely on bioconjugated DNA as elastic biolinkers for protein immobilization. Labeling proteins with DNA enables facile protein identification, as well as spatial and temporal organization and control of protein within DNA-protein networks. Bioconjugation reactions can target native, engineered, and non-canonical amino acids (NCAAs) within proteins. In addition, further protein engineering via the incorporation of peptide tags and self-labeling proteins can also be used for conjugation reactions. The selection of techniques will depend on application requirements such as yield, selectivity, conjugation position, potential for steric hindrance, cost, commercial availability, and potential impact on protein function.

Modification of Cysteine-Substituted Antibodies Using Enzymatic Oxidative Coupling Reactions

Cysteines are routinely used as site-specific handles to synthesize antibody-drug conjugates for targeted immunotherapy applications. Michael additions between thiols and maleimides are some of the most common methods for modifying cysteines, but these functional groups can be difficult to prepare on scale, and the resulting linkages have been shown to be reversible under some physiological conditions. Here, we show that the enzyme tyrosinase, which oxidizes conveniently accessed phenols to afford reactive ortho-quinone intermediates, can be used to attach phenolic cargo to cysteines engineered on antibody surfaces. The resulting linkages between the thiols and ortho-quinones are shown to be more resistant than maleimides to reversion under physiological conditions. Using this approach, we construct antibody conjugates bearing cytotoxic payloads, which exhibit targeted cell killing, and further demonstrate this method for the attachment of a variety of cargo to antibodies, including fluorophores and oligonucleotides.