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1.
NPJ Precis Oncol ; 5(1): 63, 2021 Jul 02.
Article in English | MEDLINE | ID: mdl-34215841

ABSTRACT

Liquid biopsy is a valuable precision oncology tool that is increasingly used as a non-invasive approach to identify biomarkers, detect resistance mutations, monitor disease burden, and identify early recurrence. The Tempus xF liquid biopsy assay is a 105-gene, hybrid-capture, next-generation sequencing (NGS) assay that detects single-nucleotide variants, insertions/deletions, copy number variants, and chromosomal rearrangements. Here, we present extensive validation studies of the xF assay using reference standards, cell lines, and patient samples that establish high sensitivity, specificity, and accuracy in variant detection. The Tempus xF assay is highly concordant with orthogonal methods, including ddPCR, tumor tissue-based NGS assays, and another commercial plasma-based NGS assay. Using matched samples, we developed a dynamic filtering method to account for germline mutations and clonal hematopoiesis, while significantly decreasing the number of false-positive variants reported. Additionally, we calculated accurate circulating tumor fraction estimates (ctFEs) using the Off-Target Tumor Estimation Routine (OTTER) algorithm for targeted-panel sequencing. In a cohort of 1,000 randomly selected cancer patients who underwent xF testing, we found that ctFEs correlated with disease burden and clinical outcomes. These results highlight the potential of serial testing to monitor treatment efficacy and disease course, providing strong support for incorporating liquid biopsy in the management of patients with advanced disease.

2.
Cell Rep ; 36(4): 109429, 2021 07 27.
Article in English | MEDLINE | ID: mdl-34320344

ABSTRACT

Patient-derived tumor organoids (TOs) are emerging as high-fidelity models to study cancer biology and develop novel precision medicine therapeutics. However, utilizing TOs for systems-biology-based approaches has been limited by a lack of scalable and reproducible methods to develop and profile these models. We describe a robust pan-cancer TO platform with chemically defined media optimized on cultures acquired from over 1,000 patients. Crucially, we demonstrate tumor genetic and transcriptomic concordance utilizing this approach and further optimize defined minimal media for organoid initiation and propagation. Additionally, we demonstrate a neural-network-based high-throughput approach for label-free, light-microscopy-based drug assays capable of predicting patient-specific heterogeneity in drug responses with applicability across solid cancers. The pan-cancer platform, molecular data, and neural-network-based drug assay serve as resources to accelerate the broad implementation of organoid models in precision medicine research and personalized therapeutic profiling programs.


Subject(s)
Neoplasms/pathology , Organoids/pathology , Precision Medicine , Cell Proliferation , Drug Screening Assays, Antitumor , Female , Fluorescence , Genomics , HLA Antigens/genetics , Humans , Loss of Heterozygosity , Male , Middle Aged , Models, Biological , Neoplasms/genetics , Neural Networks, Computer , Transcriptome/genetics
3.
NPJ Genom Med ; 6(1): 17, 2021 Feb 22.
Article in English | MEDLINE | ID: mdl-33619265

ABSTRACT

BRCA-mutant cancers often develop therapeutic resistance through several mechanisms. Here, we report a case of pathogenic germline BRCA2-driven breast cancer monitored for disease progression and acquired resistance using longitudinal multi-tissue genomic testing. Briefly, genomic testing was performed throughout the course of disease on tumor tissue from multiple sites, circulating tumor DNA from blood plasma, and matched normal tissue. Genomic analyses identified actionable variants for targeted therapies, as well as emerging resistance mutations over time. Two unique BRCA2 somatic alterations (p.N255fs and p.D252fs) were identified upon resistance to PARP inhibitor and platinum treatment, respectively. Both alterations restored the open reading frame of the original germline alteration, likely accounting for acquired resistance. This case exemplifies the evolution of multiple subclonal BRCA reversion alterations over time and demonstrates the value of longitudinal multi-tissue genomic testing for monitoring disease progression, predicting measures of response, and evaluating treatment outcomes in oncology patients.

4.
Biol Reprod ; 103(3): 487-496, 2020 08 21.
Article in English | MEDLINE | ID: mdl-32614039

ABSTRACT

To investigate genomic pathways that may influence physiology and infectivity during the menstrual cycle, RNA sequence analysis was performed on patient-matched engineered ectocervical tissue after follicular and luteal phase (LP) hormone treatments. We developed distinct cellular, molecular, and biological profiles in ectocervical epithelium dependent on the menstrual cycle phase. Follicular phase hormones were associated with proliferation, transcription, and cell adhesion, while LP samples expressed genes involved in immune cell recruitment, inflammation, and protein modifications. Additionally, our analysis revealed mucins not previously reported in ectocervical tissue, which could play an important role in fertility and disease prevention. This study provides insight into the phenomenon of increased LP vulnerability to infection and identifies potential targets for future research.


Subject(s)
Cervix Uteri/metabolism , Follicular Phase/physiology , Gene Expression Regulation/genetics , Luteal Phase/physiology , Menstrual Cycle/physiology , Tissue Engineering , Adult , Cell Adhesion , Cell Proliferation , Cervix Uteri/cytology , Cluster Analysis , Epithelium/metabolism , Female , High-Throughput Nucleotide Sequencing , Hormones/pharmacology , Humans , Models, Anatomic , Mucins/physiology
5.
Biol Reprod ; 103(3): 497-507, 2020 08 21.
Article in English | MEDLINE | ID: mdl-32401296

ABSTRACT

There is a shortage of research models that adequately represent the unique mucosal environment of human ectocervix, limiting development of new therapies for treating infertility, infection, or cancer. We developed three microphysiologic human ectocervix models to study hormone action during homeostasis. First, we reconstructed ectocervix using decellularized extracellular matrix scaffolds, which supported cell integration and could be clinically useful. Secondly, we generated organotypic systems consisting of ectocervical explants co-cultured with murine ovaries or cycling exogenous hormones, which mimicked human menstrual cycles. Finally, we engineered ectocervix tissue consisting of tissue-specific stromal-equivalents and fully-differentiated epithelium that mimicked in vivo physiology, including squamous maturation, hormone response, and mucin production, and remained viable for 28 days in vitro. The localization of differentiation-dependent mucins in native and engineered tissue was identified for the first time, which will allow increased efficiency in mucin targeting for drug delivery. In summary, we developed and characterized three microphysiologic human ectocervical tissue models that will be useful for a variety of research applications, including preventative and therapeutic treatments, drug and toxicology studies, and fundamental research on hormone action in a historically understudied tissue that is critical for women's health.


Subject(s)
Cervix Uteri/physiology , Endocrine System/physiology , Models, Biological , Paracrine Communication/physiology , Animals , Drug Delivery Systems , Extracellular Matrix , Female , Hormones/physiology , Humans , Menstruation/physiology , Mice , Mucins/biosynthesis , Mucous Membrane/physiology , Pregnancy , RNA/biosynthesis , RNA/genetics , Tissue Engineering
6.
Nat Biomed Eng ; 4(5): 574, 2020 05.
Article in English | MEDLINE | ID: mdl-32332996

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

7.
Nat Biomed Eng ; 4(4): 381-393, 2020 04.
Article in English | MEDLINE | ID: mdl-32251392

ABSTRACT

Engineered male and female biomimetic reproductive tissues are being developed as autonomous in vitro units or as integrated multi-organ in vitro systems to support germ cell and embryo function, and to display characteristic endocrine phenotypic patterns, such as the 28-day human ovulatory cycle. In this Review, we summarize how engineered reproductive tissues facilitate research in reproductive biology, and overview strategies for making engineered reproductive tissues that might eventually allow the restoration of reproductive capacity in patients.


Subject(s)
Genitalia, Female , Genitalia, Male , Reproduction , Tissue Engineering , Biocompatible Materials , Bioprinting , Cell Encapsulation , Female , Genitalia, Female/transplantation , Genitalia, Male/transplantation , Germ Cells , Humans , Hydrogels , Male , Microfluidics , Printing, Three-Dimensional , Testis/transplantation , Tissue Scaffolds , Tissue Transplantation
8.
Nat Commun ; 8: 14584, 2017 03 28.
Article in English | MEDLINE | ID: mdl-28350383

ABSTRACT

The endocrine system dynamically controls tissue differentiation and homeostasis, but has not been studied using dynamic tissue culture paradigms. Here we show that a microfluidic system supports murine ovarian follicles to produce the human 28-day menstrual cycle hormone profile, which controls human female reproductive tract and peripheral tissue dynamics in single, dual and multiple unit microfluidic platforms (Solo-MFP, Duet-MFP and Quintet-MPF, respectively). These systems simulate the in vivo female reproductive tract and the endocrine loops between organ modules for the ovary, fallopian tube, uterus, cervix and liver, with a sustained circulating flow between all tissues. The reproductive tract tissues and peripheral organs integrated into a microfluidic platform, termed EVATAR, represents a powerful new in vitro tool that allows organ-organ integration of hormonal signalling as a phenocopy of menstrual cycle and pregnancy-like endocrine loops and has great potential to be used in drug discovery and toxicology studies.


Subject(s)
Menstrual Cycle , Microfluidic Analytical Techniques/instrumentation , Ovary/metabolism , Tissue Culture Techniques/instrumentation , Animals , Female , Humans , Mesothelin , Mice , Pregnancy
9.
J Assist Reprod Genet ; 34(2): 291-300, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27900615

ABSTRACT

Products that are manufactured for use in a clinical trial, with the intent of gaining US Food and Drug Administration (FDA) approval for clinical use, must be produced under an FDA approved investigational new drug (IND) application. We describe work done toward generating reliable methodology and materials for preserving ovarian cortical tissue through a vitrification kit and reviving this tissue through a warming and recovery kit. We have described the critical steps, procedures, and environments for manufacturing products with the intent of submitting an IND. The main objective was to establish an easy-to-use kit that would ensure standardized procedures for quality tissue preservation and recovery across the 117 Oncofertility Consortium sites around the globe. These kits were developed by breaking down the components and steps of a research protocol and recombining them in a way that considers component stability and use in a clinical setting. The kits were manufactured utilizing current good manufacturing practice (cGMP) requirements and environment, along with current good laboratory practices (cGLP) techniques. Components of the kit were tested for sterility and endotoxicity, and morphological endpoint release criteria were established. We worked with the intended down-stream users of these kits for development of the kit instructions. Our intention is to test these initial kits, developed and manufactured here, for submission of an IND and to begin clinical testing for preserving the ovarian tissue that may be used for future restoration of fertility and/or hormone function in women who have gonadal dysgenesis from gonadotoxic treatment regimens or disease.


Subject(s)
Biomedical Research , Reagent Kits, Diagnostic , Vitrification , Female , Humans , Ovarian Follicle/physiology , United States , United States Food and Drug Administration
10.
Mol Carcinog ; 54(9): 926-34, 2015 Sep.
Article in English | MEDLINE | ID: mdl-24700685

ABSTRACT

Recent studies in both rodents and humans suggest that elevated serum phosphorus, in the context of normal renal function, potentiates, or exacerbates pathologies associates with cardiovascular disease, bone metabolism, and cancer. Our recent microarray studies identified the potent stimulation of pro-angiogenic genes such as forkhead box protein C2 (FOXC2), osteopontin, and Vegfα, among others in response to elevated inorganic phosphate (Pi). Increased angiogenesis and neovascularization are important events in tumor growth and the progression to malignancy and FOXC2 has recently been identified as a potential transcriptional regulator of these processes. In this study we addressed the possibility that a high Pi environment would increase the angiogenic potential of cancer cells through a mechanism requiring FOXC2. Our studies utilized lung and breast cancer cell lines in combination with the human umbilical vascular endothelial cell (HUVEC) vessel formation model to better understand the mechanism(s) by which a high Pi environment might alter cancer progression. Exposure of cancer cells to elevated Pi stimulated expression of FOXC2 and conditioned medium from the Pi-stimulated cancer cells stimulated migration and tube formation in the HUVEC model. Mechanistically, we define the requirement of FOXC2 for Pi-induced osteopontin (OPN) expression and secretion from cancer cells as necessary for the angiogenic response. These studies reveal for the first time that cancer cells grown in a high Pi environment promote migration of endothelial cells and tube formation and in so doing identify a novel potential therapeutic target to reduce tumor progression.


Subject(s)
Breast Neoplasms/metabolism , Forkhead Transcription Factors/metabolism , Lung Neoplasms/metabolism , Neovascularization, Pathologic/metabolism , Osteopontin/genetics , Phosphates/metabolism , Breast/blood supply , Breast/metabolism , Breast Neoplasms/blood supply , Breast Neoplasms/genetics , Cell Line, Tumor , Cell Movement , Female , Forkhead Transcription Factors/genetics , Gene Expression Regulation, Neoplastic , Human Umbilical Vein Endothelial Cells , Humans , Lung/blood supply , Lung/metabolism , Lung Neoplasms/blood supply , Lung Neoplasms/genetics , Neovascularization, Pathologic/genetics , Osteopontin/metabolism , Tumor Microenvironment
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