title: Pathology to enhance precision medicine in oncology: lessons from landscape ecology.
abstract: A major goal of modern medicine is increasing patient specificity so that the right treatment is administered to the right patient at the right time with the right dose. While current cancer studies have largely focused on identification of genetic or epigenetic properties of tumor cells, emerging evidence has clearly demonstrated substantial genetic heterogeneity between tumors in the same patient and within subclones of a single tumor. Thus, molecular analysis from populations of cells (either a whole tumor or small biopsy of that tumor) is, at best, an incomplete representation of the underlying biology. These observations indicate a significant need to define intratumoral evolutionary dynamics that yield the observed spatial variations in cellular properties. It is generally accepted that genetic heterogeneity among cancer cells is a manifestation of intratumoral evolution, and this is typically viewed as a consequence of random mutations generated by genomic instability within the cancer cells. We suggest that this represents an incomplete view of Darwinian dynamics, which typically are governed by phenotypic variations in response to spatial and temporal heterogeneity in environmental selection forces. We propose that pathologic feature analysis can provide precise information regarding regional variations in environmental selection forces and phenotypic adaptations. These observations can be integrated using quantitative, spatially explicit methods developed in landscape ecology to interrogate heterogenous biological processes in tumors within individual patients. The ability to investigate tumor heterogeneity has been shown to inform physicians regarding critical aspects of cancer progression including invasion, metastasis, drug resistance, and disease relapse.
authors.affiliation: Departments of *Analytic Microscopy ‡Integrated Mathematical Oncology ∥Radiology ¶Anatomic Pathology, H. Lee Moffitt Cancer Center and Research Institute §Department of Oncologic Sciences, College of Medicine, University of South Florida, Tampa, FL †Department of Biological Sciences, University of Chicago at Illinois, Chicago, IL.
authors.forename: Mark C
authors.initials: MC
authors.lastname: Lloyd
authors.forename: Katarzyna A
authors.initials: KA
authors.lastname: Rejniak
authors.forename: Joel S
authors.initials: JS
authors.lastname: Brown
authors.forename: Robert A
authors.initials: RA
authors.lastname: Gatenby
authors.forename: Emily S
authors.initials: ES
authors.lastname: Minor
authors.forename: Marilyn M
authors.initials: MM
authors.lastname: Bui
mesh_terms: D006801:Humans; D009369:Neoplasms / Q000473:pathology*; D010336:Pathology; D057285:Precision Medicine / Q000379:methods*