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Review
. 2021 Mar 4;184(5):1142-1155.
doi: 10.1016/j.cell.2021.02.020.

An expanded universe of cancer targets

Collaborators, Affiliations
Review

An expanded universe of cancer targets

William C Hahn et al. Cell. .

Abstract

The characterization of cancer genomes has provided insight into somatically altered genes across tumors, transformed our understanding of cancer biology, and enabled tailoring of therapeutic strategies. However, the function of most cancer alleles remains mysterious, and many cancer features transcend their genomes. Consequently, tumor genomic characterization does not influence therapy for most patients. Approaches to understand the function and circuitry of cancer genes provide complementary approaches to elucidate both oncogene and non-oncogene dependencies. Emerging work indicates that the diversity of therapeutic targets engendered by non-oncogene dependencies is much larger than the list of recurrently mutated genes. Here we describe a framework for this expanded list of cancer targets, providing novel opportunities for clinical translation.

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Conflict of interest statement

Declaration of interests G.B.M. is a science advisory board (SAB) member/consultant with AstraZeneca, Chrysallis Biotechnology, GSK, ImmunoMET, Ionis, Lilly, PDX Pharmaceuticals, Signalchem Lifesciences, Symphogen, Tarveda, Turbine, and Zentalis Pharmaceuticals; has stock/options/financial engagement with Catena Pharmaceuticals, ImmunoMet, SignalChem, and Tarveda; has licensed technology: HRD assay to Myriad Genetics and DSP patents with Nanostring; has sponsored research: Nanostring Center of Excellence and Ionis (Provision of tool compounds); and clinical trials support (funding or in kind) with AstraZeneca, Genentech, GSK, Lilly. S.L.S. is a shareholder and serves on the board of directors of Jnana Therapeutics; is a shareholder of Forma Therapeutics and Decibel Therapeutics; is a shareholder and advises Kojin Therapeutics, Kisbee Therapeutics, and Eikonizo Therapeutics; serves on the SABs of Eisai Co., Ono Pharma Foundation, Exo Therapeutics, and F-Prime Capital Partners; serves on the board of advisers of the Genomics Institute of the Novartis Research Foundation; and is a Novartis Faculty Scholar. W.C.H. is a consultant for ThermoFisher, Solasta, MPM Capital, iTeos, RAPPTA Therapeutics, Jubilant Therapeutics, and Paraxel and is a scientific founder and serves on the SAB for KSQ Therapeutics. J.S.B. is a founder and director of Neochromosome and holds an ownership equity interest in the company. A.C. is the founder and an equity holder in DarwinHealth, a company that has licensed algorithms for the analysis of regulatory networks and master regulator proteins from Columbia University. Columbia University is also an equity holder in DarwinHealth. C.J. Kemp is a founder and an equity holder in SEngine Precision Medicine, a company that harnesses 3D organoid technology and AI for more effective treatment options and accelerated drug development. W.K. and P.T. receive research support from Pfizer Oncology. W.A.W. is co-founder of StemSynergy Therapeutics. B.J.D. is an SAB member of Aileron Therapeutics, Therapy Architects (ALLCRON), Cepheid, Vivid Biosciences, Celgene, RUNX1 Research Program, Novartis, Gilead Sciences (inactive), Monojul (inactive); is an SAB member and holds stock in Aptose Biosciences, Blueprint Medicines, EnLiven Therapeutics, Iterion Therapeutics, Third Coast Therapeutics, GRAIL (SAB inactive); is a scientific founder of MolecularMD (inactive, acquired by ICON); is a member of the board of directors holds stock in Amgen; is a member of the board of directors of Burroughs Wellcome Fund and CureOne; is a member of the Joint Steering Committee of Beat AML LLS; is a founder of VB Therapeutics; has a sponsored research agreement for EnLiven Therapeutics; has clinical trial funding from Novartis, Bristol-Myers Squibb, Pfizer; and collects royalties from patent 6958335 (Novartis) and OHSU and Merck and one CytoImage exclusive license.

Figures

Figure 1.
Figure 1.. Categories of cancer targets.
Recent studies have identified an expanded universe of cancer targets that include both tumor intrinsic targets and extrinsic targets including components of the tumor microenvironment. Among growing number of emerging targets (in green), the concept of oncogenic cell states captures the multi-dimensional complexity of a tumor with dynamic transition states, underlying regulatory mechanisms, and subpopulation-dependent plasticity that defines cellular phenotype and therapeutic response. These new targets are the consequence of tumor heterogeneity and represent non-oncogene-dependent cancer vulnerabilities, which inform new types of therapeutic opportunities.
Figure 2:
Figure 2:. Oncogenic targets and cell states.
This schematic represents the coexistence of distinct, yet isogenic malignant cell states within a tumor, each one presenting an equally distinct repertoire of non-oncogene dependencies. To avoid cluttering, tumor microenvironment-related cell states are not shown, even though they are involved in critical paracrine interactions with tumor cells. (A) Schematic representation of isogenic tumor cells presenting with distinct transcriptional states and epigenetic profiles. These include: (i) a low-proliferative (i.e., quiescent) meta-stable stem-like progenitor cell state capable of self-renewal and asymmetric differentiation (ii) two stable, differentiated cell states, persisting for long time periods, associated with either an epithelial (proliferative) or a mesenchymal (quiescent) cell phenotype, and (iii) an additional neuroendocrine (quiescent) stable state that can only be achieved by drug-induced transdifferentiation. The size of the arrows illustrates the likelihood of transition from one cell state to another. Stem-like progenitors can differentiate into either epithelial or mesenchymal cells, which can plastically reprogram between these states, albeit at different rates, for instance as a result of epithelial mesenchymal transformation processes. The neuroendocrine state is not pathophysiologically accessible but can be reached via drug-mediated transdifferentiation from the epithelial cell state. (B) Schematic representation of the canalization entropy landscape that underlies the possible cell states. Cells tend to move from a higher to a lower entropy state with a probability that is inversely proportional to the entropic barrier that separates them DE1 (i.e., height of the peak separating two adjacent valleys) and directly proportional to their differential entropy DE2 (i.e. differential depth of two adjacent valleys). For instance, an epithelial state cell can reprogram to a mesenchymal state cell because the entropic barrier between the two is low (plasticity) but the forward direction is more likely than the reverse one because the entropy of the mesenchymal state is lower. (C) Schematic representation of the tumor composition changes following drug treatment or spontaneous progression. For simplicity, only four transitions are illustrated, including: (i) Metastatic progression, associated with an increased ratio of mesenchymal to epithelial cells but no change in the fraction of stem-like progenitors, (ii) Chemotherapy treatment, resulting in ablation of the proliferative epithelial state and increase of the stem-like progenitor and mesenchymal quiescent states, (iii) Targeted Therapy A, inducing reduction of the stem-like progenitor and mesenchymal quiescent states and increase of the epithelial proliferative state, and (iv) Targeted Therapy B, resulting in the emergence of a novel neuroendocrine state resulting from drug-induced transdifferentiation.
Figure 3.
Figure 3.. Tumor microenvironment targets.
(A) Tumors are composed of a complex mixture of cancer cells in genetically and phenotypically distinct cell states surrounded by a fibrillar extracellular matrix and a diverse fibroblastic and immune stroma. Current therapies target VEGF to inhibit angiogenesis, disrupt T-cell immune checkpoints with antibody based immunotherapy, disrupt survival signaling pathways that are mediated by cancer associated fibroblasts, and deliver engineered immune cells to eliminate cancer cells. Our understanding of the molecular basis of interactions among cell types remains incomplete and therefore new methods are required to understand the individual and collaborative functions of these various cell populations. (B) Recent technical advances enable primary and metastatic tumors to be deconstructed into their constituent parts and then reassembled in culture with either total immune and fibroblastic stroma or through selective incorporation of molecularly defined stromal cell populations. These assays from a platform to identify new cancer targets and to test candidate therapeutic compounds in a systematic fashion.

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