1
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Blanluet C, Kuo CJ, Bhattacharya A, Santiago JG. Design and Evaluation of a Robust CRISPR Kinetic Assay for Hot-Spot Genotyping. Anal Chem 2024. [PMID: 38684052 DOI: 10.1021/acs.analchem.3c05657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024]
Abstract
Next-generation sequencing offers highly multiplexed and accurate detection of nucleic acid sequences but at the expense of complex workflows and high input requirements. The ease of use of CRISPR-Cas12 assays is attractive and may enable highly accurate detection of sequences implicated in, for example, cancer pathogenic variants. CRISPR assays often employ end-point measurements of Cas12 trans-cleavage activity after Cas12 activation by the target; however, end point-based methods can be limited in accuracy and robustness by arbitrary experimental choices. To overcome such limitations, we develop and demonstrate here an accurate assay targeting a mutation of the epidermal growth factor gene implicated in lung cancer (exon 19 deletion). The assay is based on characterizing the kinetics of Cas12 trans-cleavage to discriminate the mutant from wild-type targets. We performed extensive experiments (780 reactions) to calibrate key assay design parameters, including the guide RNA sequence, reporter sequence, reporter concentration, enzyme concentration, and DNA target type. Interestingly, we observed a competitive reaction between the target and reporter molecules that has important consequences for the design of CRISPR assays, which use preamplification to improve sensitivity. Finally, we demonstrate the assay on 18 tumor-extracted amplicons and 100 training iterations with 99% accuracy and discuss discrimination parameters and models to improve wild type versus mutant classification.
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Affiliation(s)
- Charles Blanluet
- CentraleSupelec─Universite Paris-Saclay, 91190 Gif-sur-Yvette, France
- Department of Mechanical Engineering, Stanford University, Stanford, California 94305, United States
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Asmita Bhattacharya
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Juan G Santiago
- Department of Mechanical Engineering, Stanford University, Stanford, California 94305, United States
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2
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Yuki K, Vallon M, Ding J, Rada CC, Tang AT, Vilches-Moure JG, McCormick AK, Echeverri MFH, Alwahabi S, Braunger BM, Ergün S, Kahn ML, Kuo CJ. GPR124 regulates murine brain embryonic angiogenesis and BBB formation by an intracellular domain-independent mechanism. Development 2024:dev.202794. [PMID: 38682276 DOI: 10.1242/dev.202794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 04/18/2024] [Indexed: 05/01/2024]
Abstract
The GPR124/RECK/WNT7 pathway is an essential regulator of CNS angiogenesis and blood-brain barrier (BBB) function. GPR124, a brain endothelial adhesion 7-pass transmembrane protein, associates with RECK, which binds and stabilizes newly synthesized WNT7, which is transferred to Frizzled (FZD) to initiate canonical b-catenin signaling. GPR124 remains enigmatic; while its extracellular domain (ECD) is essential, the poorly conserved intracellular domain (ICD) appears variably required in mammals versus zebrafish, potentially via adaptor protein bridging of GPR124/FZD ICDs. GPR124 ICD deletion impairs zebrafish angiogenesis, but paradoxically retains WNT7 signaling upon mammalian transfection. We thus investigated GPR124 ICD function by mouse deletion (Gpr124ΔC). Despite inefficiently expressed GPR124ΔC protein, Gpr124ΔC/ΔC mice could be born with normal cerebral cortex angiogenesis, versus Gpr124-/- embryonic lethality, forebrain avascularity and hemorrhage. Gpr124ΔC/ΔC vascular phenotypes were restricted to sporadic ganglionic eminence angiogenic defects, attributable to impaired GPR124ΔC protein expression. Further, Gpr124ΔC and recombinant GPR124 ECD rescued WNT7 signaling in culture upon brain endothelial Gpr124 knockdown. Thus, in mice, GPR124-regulated CNS forebrain angiogenesis and BBB function is exerted by ICD-independent functionality, extending the signaling mechanisms used by adhesion 7-pass transmembrane receptors.
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Affiliation(s)
- Kanako Yuki
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Mario Vallon
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
- Institute of Anatomy and Cell Biology, Julius-Maximilians-University Wuerzburg, 97070 Wuerzburg, Germany
| | - Jie Ding
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Cara C Rada
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Alan T Tang
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - José G Vilches-Moure
- Department of Comparative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Aaron K McCormick
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Maria F Henao Echeverri
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Samira Alwahabi
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Barbara M Braunger
- Institute of Anatomy and Cell Biology, Julius-Maximilians-University Wuerzburg, 97070 Wuerzburg, Germany
| | - Süleyman Ergün
- Institute of Anatomy and Cell Biology, Julius-Maximilians-University Wuerzburg, 97070 Wuerzburg, Germany
| | - Mark L Kahn
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
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3
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Yu M, Nie Y, Yang J, Yang S, Li R, Rao V, Hu X, Fang C, Li S, Song D, Guo F, Snyder MP, Chang HY, Kuo CJ, Xu J, Chang J. Integrative multi-omic profiling of adult mouse brain endothelial cells and potential implications in Alzheimer's disease. Cell Rep 2023; 42:113392. [PMID: 37925638 PMCID: PMC10843806 DOI: 10.1016/j.celrep.2023.113392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Revised: 09/11/2023] [Accepted: 10/22/2023] [Indexed: 11/07/2023] Open
Abstract
The blood-brain barrier (BBB) is primarily manifested by a variety of physiological properties of brain endothelial cells (ECs), but the molecular foundation for these properties remains incompletely clear. Here, we generate a comprehensive molecular atlas of adult brain ECs using acutely purified mouse ECs and integrated multi-omics. Using RNA sequencing (RNA-seq) and proteomics, we identify the transcripts and proteins selectively enriched in brain ECs and demonstrate that they are partially correlated. Using single-cell RNA-seq, we dissect the molecular basis of functional heterogeneity of brain ECs. Using integrative epigenomics and transcriptomics, we determine that TCF/LEF, SOX, and ETS families are top-ranked transcription factors regulating the BBB. We then validate the identified brain-EC-enriched proteins and transcription factors in normal mouse and human brain tissue and assess their expression changes in mice with Alzheimer's disease. Overall, we present a valuable resource with broad implications for regulation of the BBB and treatment of neurological disorders.
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Affiliation(s)
- Min Yu
- Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Yage Nie
- Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, China
| | - Jiawen Yang
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-Sen University, Guangzhou, China
| | - Shilun Yang
- Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Rui Li
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA, USA; Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Varsha Rao
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Xiaoyan Hu
- Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Cheng Fang
- Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Simeng Li
- Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Dengpan Song
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, China
| | - Fuyou Guo
- Department of Neurosurgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou, China
| | - Michael P Snyder
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Howard Y Chang
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA, USA; Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA
| | - Calvin J Kuo
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
| | - Jin Xu
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-Sen University, Guangzhou, China.
| | - Junlei Chang
- Institute of Biomedicine and Biotechnology, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
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4
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Salahudeen AA, Seoane JA, Yuki K, Mah AT, Smith AR, Kolahi K, De la O SM, Hart DJ, Ding J, Ma Z, Barkal SA, Shukla ND, Zhang CH, Cantrell MA, Batish A, Usui T, Root DE, Hahn WC, Curtis C, Kuo CJ. Functional screening of amplification outlier oncogenes in organoid models of early tumorigenesis. Cell Rep 2023; 42:113355. [PMID: 37922313 PMCID: PMC10841581 DOI: 10.1016/j.celrep.2023.113355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 08/30/2023] [Accepted: 10/12/2023] [Indexed: 11/05/2023] Open
Abstract
Somatic copy number gains are pervasive across cancer types, yet their roles in oncogenesis are insufficiently evaluated. This inadequacy is partly due to copy gains spanning large chromosomal regions, obscuring causal loci. Here, we employed organoid modeling to evaluate candidate oncogenic loci identified via integrative computational analysis of extreme copy gains overlapping with extreme expression dysregulation in The Cancer Genome Atlas. Subsets of "outlier" candidates were contextually screened as tissue-specific cDNA lentiviral libraries within cognate esophagus, oral cavity, colon, stomach, pancreas, and lung organoids bearing initial oncogenic mutations. Iterative analysis nominated the kinase DYRK2 at 12q15 as an amplified head and neck squamous carcinoma oncogene in p53-/- oral mucosal organoids. Similarly, FGF3, amplified at 11q13 in 41% of esophageal squamous carcinomas, promoted p53-/- esophageal organoid growth reversible by small molecule and soluble receptor antagonism of FGFRs. Our studies establish organoid-based contextual screening of candidate genomic drivers, enabling functional evaluation during early tumorigenesis.
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Affiliation(s)
- Ameen A Salahudeen
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA; University of Illinois at Chicago College of Medicine, Department of Medicine, Division of Hematology and Oncology, Chicago, IL 60612, USA; Department of Biochemistry and Molecular Genetics, University of Illinois at Chicago College of Medicine, Chicago, IL 60612, USA; University of Illinois Cancer Center, Chicago, IL 60612, USA.
| | - Jose A Seoane
- Stanford University School of Medicine, Department of Medicine, Divisions of Oncology, Stanford, CA 94305, USA; Cancer Computational Biology Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain.
| | - Kanako Yuki
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Amanda T Mah
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Amber R Smith
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Kevin Kolahi
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Sean M De la O
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Daniel J Hart
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Jie Ding
- Stanford University School of Medicine, Department of Medicine, Divisions of Oncology, Stanford, CA 94305, USA
| | - Zhicheng Ma
- Stanford University School of Medicine, Department of Medicine, Divisions of Oncology, Stanford, CA 94305, USA
| | - Sammy A Barkal
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Navika D Shukla
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Chuck H Zhang
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Michael A Cantrell
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Arpit Batish
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - Tatsuya Usui
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA
| | - David E Root
- Broad Institute of MIT and Harvard, 415 Main Street, Cambridge, MA 02142, USA
| | - William C Hahn
- Broad Institute of MIT and Harvard, 415 Main Street, Cambridge, MA 02142, USA; Dana-Farber Cancer Institute, Department of Medical Oncology, 450 Brookline Avenue, Boston, MA 02215, USA
| | - Christina Curtis
- Stanford University School of Medicine, Department of Medicine, Divisions of Oncology, Stanford, CA 94305, USA; Stanford University School of Medicine, Department of Medicine, Divisions of Genetics, Stanford, CA 94305, USA
| | - Calvin J Kuo
- Stanford University School of Medicine, Department of Medicine, Divisions of Hematology, Stanford, CA 94305, USA.
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5
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Jordan R, Ford-Scheimer SL, Alarcon RM, Atala A, Borenstein JT, Brimacombe KR, Cherry S, Clevers H, Davis MI, Funnell SGP, Gehrke L, Griffith LG, Grossman AC, Hartung T, Ingber DE, Kleinstreuer NC, Kuo CJ, Lee EM, Mummery CL, Pickett TE, Ramani S, Rosado-Olivieri EA, Struble EB, Wan Z, Williams MS, Hall MD, Ferrer M, Markossian S. Report of the Assay Guidance Workshop on 3-Dimensional Tissue Models for Antiviral Drug Development. J Infect Dis 2023; 228:S337-S354. [PMID: 37669225 PMCID: PMC10547463 DOI: 10.1093/infdis/jiad334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/07/2023] Open
Abstract
The National Center for Advancing Translational Sciences (NCATS) Assay Guidance Manual (AGM) Workshop on 3D Tissue Models for Antiviral Drug Development, held virtually on 7-8 June 2022, provided comprehensive coverage of critical concepts intended to help scientists establish robust, reproducible, and scalable 3D tissue models to study viruses with pandemic potential. This workshop was organized by NCATS, the National Institute of Allergy and Infectious Diseases, and the Bill and Melinda Gates Foundation. During the workshop, scientific experts from academia, industry, and government provided an overview of 3D tissue models' utility and limitations, use of existing 3D tissue models for antiviral drug development, practical advice, best practices, and case studies about the application of available 3D tissue models to infectious disease modeling. This report includes a summary of each workshop session as well as a discussion of perspectives and challenges related to the use of 3D tissues in antiviral drug discovery.
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Affiliation(s)
- Robert Jordan
- Bill and Melinda Gates Foundation, Seattle, Washington, USA
| | - Stephanie L Ford-Scheimer
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Rodolfo M Alarcon
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Anthony Atala
- Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | | | - Kyle R Brimacombe
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Sara Cherry
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Mindy I Davis
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Simon G P Funnell
- UK Health Security Agency, Salisbury, United Kingdom
- Quadram Institute Bioscience, Norwich, United Kingdom
| | - Lee Gehrke
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Linda G Griffith
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Abigail C Grossman
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Thomas Hartung
- Department of Environmental Health and Engineering, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Donald E Ingber
- Harvard Medical School, Boston, Massachusetts, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts, USA
- Harvard School of Engineering and Applied Sciences, Cambridge, Massachusetts, USA
- Boston Children's Hospital, Boston, Massachusetts, USA
| | - Nicole C Kleinstreuer
- National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle, North Carolina, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California, USA
| | - Emily M Lee
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | | | - Thames E Pickett
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Sasirekha Ramani
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA
| | | | - Evi B Struble
- US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Zhengpeng Wan
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Mark S Williams
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Marc Ferrer
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
| | - Sarine Markossian
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, Maryland, USA
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6
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Ding J, Lee SJ, Vlahos L, Yuki K, Rada CC, van Unen V, Vuppalapaty M, Chen H, Sura A, McCormick AK, Tomaske M, Alwahabi S, Nguyen H, Nowatzke W, Kim L, Kelly L, Vollrath D, Califano A, Yeh WC, Li Y, Kuo CJ. Therapeutic blood-brain barrier modulation and stroke treatment by a bioengineered FZD 4-selective WNT surrogate in mice. Nat Commun 2023; 14:2947. [PMID: 37268690 PMCID: PMC10238527 DOI: 10.1038/s41467-023-37689-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 03/27/2023] [Indexed: 06/04/2023] Open
Abstract
Derangements of the blood-brain barrier (BBB) or blood-retinal barrier (BRB) occur in disorders ranging from stroke, cancer, diabetic retinopathy, and Alzheimer's disease. The Norrin/FZD4/TSPAN12 pathway activates WNT/β-catenin signaling, which is essential for BBB and BRB function. However, systemic pharmacologic FZD4 stimulation is hindered by obligate palmitoylation and insolubility of native WNTs and suboptimal properties of the FZD4-selective ligand Norrin. Here, we develop L6-F4-2, a non-lipidated, FZD4-specific surrogate which significantly improves subpicomolar affinity versus native Norrin. In Norrin knockout (NdpKO) mice, L6-F4-2 not only potently reverses neonatal retinal angiogenesis deficits, but also restores BRB and BBB function. In adult C57Bl/6J mice, post-stroke systemic delivery of L6-F4-2 strongly reduces BBB permeability, infarction, and edema, while improving neurologic score and capillary pericyte coverage. Our findings reveal systemic efficacy of a bioengineered FZD4-selective WNT surrogate during ischemic BBB dysfunction, with potential applicability to adult CNS disorders characterized by an aberrant blood-brain barrier.
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Affiliation(s)
- Jie Ding
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Sung-Jin Lee
- Surrozen, Inc. South San Francisco, South San Francisco, CA, 94080, USA
| | - Lukas Vlahos
- Department of Systems Biology, Columbia University, Columbia, NY, 10032, USA
| | - Kanako Yuki
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Cara C Rada
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Vincent van Unen
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | | | - Hui Chen
- Surrozen, Inc. South San Francisco, South San Francisco, CA, 94080, USA
| | - Asmiti Sura
- Surrozen, Inc. South San Francisco, South San Francisco, CA, 94080, USA
| | - Aaron K McCormick
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Madeline Tomaske
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Samira Alwahabi
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Huy Nguyen
- Surrozen, Inc. South San Francisco, South San Francisco, CA, 94080, USA
| | - William Nowatzke
- Surrozen, Inc. South San Francisco, South San Francisco, CA, 94080, USA
| | - Lily Kim
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Lisa Kelly
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Douglas Vollrath
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Andrea Califano
- Department of Systems Biology, Columbia University, Columbia, NY, 10032, USA
| | - Wen-Chen Yeh
- Surrozen, Inc. South San Francisco, South San Francisco, CA, 94080, USA
| | - Yang Li
- Surrozen, Inc. South San Francisco, South San Francisco, CA, 94080, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
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7
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Karlsson K, Przybilla MJ, Kotler E, Khan A, Xu H, Karagyozova K, Sockell A, Wong WH, Liu K, Mah A, Lo YH, Lu B, Houlahan KE, Ma Z, Suarez CJ, Barnes CP, Kuo CJ, Curtis C. Deterministic evolution and stringent selection during preneoplasia. Nature 2023; 618:383-393. [PMID: 37258665 PMCID: PMC10247377 DOI: 10.1038/s41586-023-06102-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 04/19/2023] [Indexed: 06/02/2023]
Abstract
The earliest events during human tumour initiation, although poorly characterized, may hold clues to malignancy detection and prevention1. Here we model occult preneoplasia by biallelic inactivation of TP53, a common early event in gastric cancer, in human gastric organoids. Causal relationships between this initiating genetic lesion and resulting phenotypes were established using experimental evolution in multiple clonally derived cultures over 2 years. TP53 loss elicited progressive aneuploidy, including copy number alterations and structural variants prevalent in gastric cancers, with evident preferred orders. Longitudinal single-cell sequencing of TP53-deficient gastric organoids similarly indicates progression towards malignant transcriptional programmes. Moreover, high-throughput lineage tracing with expressed cellular barcodes demonstrates reproducible dynamics whereby initially rare subclones with shared transcriptional programmes repeatedly attain clonal dominance. This powerful platform for experimental evolution exposes stringent selection, clonal interference and a marked degree of phenotypic convergence in premalignant epithelial organoids. These data imply predictability in the earliest stages of tumorigenesis and show evolutionary constraints and barriers to malignant transformation, with implications for earlier detection and interception of aggressive, genome-instable tumours.
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Affiliation(s)
- Kasper Karlsson
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Science for Life Laboratory and Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Moritz J Przybilla
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Wellcome Sanger Institute & University of Cambridge, Hinxton, UK
| | - Eran Kotler
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Aziz Khan
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Hang Xu
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Kremena Karagyozova
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Alexandra Sockell
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Wing H Wong
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Katherine Liu
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Amanda Mah
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Yuan-Hung Lo
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Bingxin Lu
- Department of Cell and Developmental Biology, University College London, London, UK
| | - Kathleen E Houlahan
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Zhicheng Ma
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Carlos J Suarez
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Chris P Barnes
- Department of Cell and Developmental Biology, University College London, London, UK
| | - Calvin J Kuo
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Christina Curtis
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA.
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA.
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, USA.
- Chan Zuckerberg Biohub - San Francisco, San Francisco, CA, USA.
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8
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Choi SS, van Unen V, Zhang H, Rustagi A, Alwahabi SA, Santos AJ, Chan JE, Lam B, Solis D, Mah J, Röltgen K, Trope W, Guh-Siesel A, Lin Z, Beck A, Edwards C, Mallajosyula V, Martin BA, Dunn JCY, Shrager J, Baric RA, Pinsky B, Boyd SD, Blish CA, Davis MM, Kuo CJ. Organoid modeling of lung-resident immune responses to SARS-CoV-2 infection. Res Sq 2023:rs.3.rs-2870695. [PMID: 37205380 PMCID: PMC10187413 DOI: 10.21203/rs.3.rs-2870695/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Tissue-resident immunity underlies essential host defenses against pathogens, but analysis in humans has lacked in vitro model systems where epithelial infection and accompanying resident immune cell responses can be observed en bloc. Indeed, human primary epithelial organoid cultures typically omit immune cells, and human tissue resident-memory lymphocytes are conventionally assayed without an epithelial infection component, for instance from peripheral blood, or after extraction from organs. Further, the study of resident immunity in animals can be complicated by interchange between tissue and peripheral immune compartments. To study human tissue-resident infectious immune responses in isolation from secondary lymphoid organs, we generated adult human lung three-dimensional air-liquid interface (ALI) lung organoids from intact tissue fragments that co-preserve epithelial and stromal architecture alongside endogenous lung-resident immune subsets. These included T, B, NK and myeloid cells, with CD69+CD103+ tissue-resident and CCR7- and/or CD45RA- TRM and conservation of T cell receptor repertoires, all corresponding to matched fresh tissue. SARS-CoV-2 vigorously infected organoid lung epithelium, alongside secondary induction of innate cytokine production that was inhibited by antiviral agents. Notably, SARS-CoV-2-infected organoids manifested adaptive virus-specific T cell activation that was specific for seropositive and/or previously infected donor individuals. This holistic non-reconstitutive organoid system demonstrates the sufficiency of lung to autonomously mount adaptive T cell memory responses without a peripheral lymphoid component, and represents an enabling method for the study of human tissue-resident immunity.
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Affiliation(s)
- Shannon S. Choi
- Department of Medicine, Divisions of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Vincent van Unen
- Department of Medicine, Divisions of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
- Departments of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
- Stanford Institute of Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Huimin Zhang
- Department of Medicine, Divisions of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Arjun Rustagi
- Department of Infectious Disease and Geographic Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Samira A. Alwahabi
- Department of Medicine, Divisions of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - António J.M. Santos
- Department of Medicine, Divisions of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Joshua E. Chan
- Department of Medicine, Divisions of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Brandon Lam
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Daniel Solis
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Jordan Mah
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Katharina Röltgen
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Winston Trope
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Alexander Guh-Siesel
- Department of Medicine, Divisions of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Zhongqi Lin
- Department of Medicine, Divisions of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Aimee Beck
- Department of Infectious Disease and Geographic Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Caitlin Edwards
- Department of Microbiology and Immunology, University of North Carolina Chapel Hill, Chapel Hill, NC 27599, USA
| | - Vamsee Mallajosyula
- Departments of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Brock A. Martin
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - James C. Y. Dunn
- Department of Pediatric Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Joseph Shrager
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Ralph A. Baric
- Department of Microbiology and Immunology, University of North Carolina Chapel Hill, Chapel Hill, NC 27599, USA
| | - Benjamin Pinsky
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Scott D. Boyd
- Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Catherine A. Blish
- Stanford Institute of Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA 94305, USA
- Department of Infectious Disease and Geographic Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
- Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Mark M. Davis
- Departments of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA
- Stanford Institute of Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Calvin J. Kuo
- Department of Medicine, Divisions of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
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9
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King DA, Smith AR, Pineda G, Nakano M, Michelini F, Goedegebuure SP, Thyparambil S, Liao WL, McCormick A, Ju J, Cioffi M, Zhang X, Hundal J, Griffith M, Grandori C, Pollastro M, Rosati R, Margossian A, Chatterjee P, Ainge T, Flory M, Ocampo P, Chen LM, Poultsides GA, Baron AD, Chang DT, Herman JM, Gillanders WE, Park H, Hoos WA, Nichols M, Fisher GA, Kuo CJ. Complete Remission of Widely Metastatic Human Epidermal Growth Factor Receptor 2-Amplified Pancreatic Adenocarcinoma After Precision Immune and Targeted Therapy With Description of Sequencing and Organoid Correlates. JCO Precis Oncol 2023; 7:e2100489. [PMID: 37079860 PMCID: PMC10309581 DOI: 10.1200/po.21.00489] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 02/10/2023] [Indexed: 04/22/2023] Open
Affiliation(s)
- Daniel A. King
- Northwell Health Cancer Institute and Feinstein Institute of Research, Lake Success, NY
| | | | | | - Michitaka Nakano
- Department of Medicine, Divisions of Hematology and Oncology, Stanford University School of Medicine, Stanford, CA
| | | | - S. Peter Goedegebuure
- Department of Surgery, Washington University School of Medicine in St Louis, St Louis, MO
| | | | | | - Aaron McCormick
- Department of Medicine, Divisions of Hematology and Oncology, Stanford University School of Medicine, Stanford, CA
| | - Jihang Ju
- Department of Medicine, Divisions of Hematology and Oncology, Stanford University School of Medicine, Stanford, CA
| | | | - Xiuli Zhang
- Department of Surgery, Washington University School of Medicine in St Louis, St Louis, MO
| | - Jasreet Hundal
- Department of Surgery, Washington University School of Medicine in St Louis, St Louis, MO
| | - Malachi Griffith
- Department of Medicine, Washington University School of Medicine, St Louis, MO
| | | | | | | | | | | | | | - Marta Flory
- Department of Radiology, Stanford University, Stanford, CA
| | - Paolo Ocampo
- Personalized Healthcare, Genentech, Inc, South San Francisco, CA
| | - Lee-may Chen
- Department of Gynecologic Oncology, University of California at San Francisco, San Francisco, CA
| | - George A. Poultsides
- Department of Surgery, Section of Surgical Oncology, Stanford University, Stanford, CA
| | - Ari D. Baron
- Division of Hematology Oncology, California Pacific Medical Center, San Francisco, CA
| | - Daniel T. Chang
- Department of Radiation Oncology, Stanford Cancer Institute, Stanford, CA
| | - Joseph M. Herman
- Department of Radiation Oncology and Northwell Health Cancer Institute, Lake Success, NY
| | - William E. Gillanders
- Department of Surgery, Washington University School of Medicine in St Louis, St Louis, MO
| | - Haeseong Park
- Department of Medicine, Division of Oncology, Washington University School of Medicine in St Louis
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10
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Rada CC, Yuki K, Ding J, Kuo CJ. Regulation of the Blood-Brain Barrier in Health and Disease. Cold Spring Harb Perspect Med 2023; 13:a041191. [PMID: 36987582 PMCID: PMC10691497 DOI: 10.1101/cshperspect.a041191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
The neurovascular unit is a dynamic microenvironment with tightly controlled signaling and transport coordinated by the blood-brain barrier (BBB). A properly functioning BBB allows sufficient movement of ions and macromolecules to meet the high metabolic demand of the central nervous system (CNS), while protecting the brain from pathogenic and noxious insults. This review describes the main cell types comprising the BBB and unique molecular signatures of these cells. Additionally, major signaling pathways for BBB development and maintenance are highlighted. Finally, we describe the pathophysiology of BBB diseases, their relationship to barrier dysfunction, and identify avenues for therapeutic intervention.
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Affiliation(s)
- Cara C Rada
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Kanako Yuki
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Jie Ding
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California 94305, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California 94305, USA
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11
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Nakano M, Taguchi R, Kikushige Y, Isobe T, Miyawaki K, Mizuno S, Tsuruta N, Hanamura F, Yamaguchi K, Yamauchi T, Ariyama H, Kusaba H, Nakamura M, Maeda T, Kuo CJ, Baba E, Akashi K. RHAMM marks proliferative subpopulation of human colorectal cancer stem cells. Cancer Sci 2023. [PMID: 36945114 DOI: 10.1111/cas.15795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 03/07/2023] [Accepted: 03/10/2023] [Indexed: 03/23/2023] Open
Abstract
The cancer stem cell (CSC) theory features typically rare self-renewing subpopulation that reconstitute the heterogeneous tumor. Identification of molecules which characterize the feature of CSCs is a key imperative for further understanding of tumor heterogeneity and for the development of novel therapeutic strategies. However, the use of conventional markers of CSCs is still insufficient for the isolation of bona fide CSCs. We investigated organoids which are miniature forms of tumor tissues with reconstructing cellular diversity to identify specific marker to characterize CSCs in heterogeneous tumors. Here, we report that receptor for hyaluronan-mediated motility (RHAMM) expresses in a subpopulation of CD44+ conventional human colorectal CSC fraction. Single-cell transcriptomics of organoids highlighted RHAMM positive proliferative cells that revealed distinct characteristics among the various cell types. Prospectively isolated RHAMM+ CD44+ cells from the human colorectal cancer tissues showed highly proliferative character with self-renewal ability in comparison with the other cancer cells. Furthermore, inhibition of RHAMM strongly suppressed organoids formation in vitro and inhibited the tumor growth in vivo. Our findings suggest that RHAMM is a potential therapeutic target because it is a specific marker of the proliferative subpopulation within the conventional CSC fraction.
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Affiliation(s)
- Michitaka Nakano
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Ryosuke Taguchi
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoshikane Kikushige
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Taichi Isobe
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
- Institute for Stem Cell Biology and Regenerative Medicine, Stanford University, Stanford, CA, USA
| | - Kohta Miyawaki
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
- Division of Precision Medicine, Kyushu University Hospital, Fukuoka, Japan
| | - Shinichi Mizuno
- Department of Health Sciences, Faculty of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Nobuhiro Tsuruta
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Fumiyasu Hanamura
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kyoko Yamaguchi
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takuji Yamauchi
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Hiroshi Ariyama
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Hitoshi Kusaba
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Masafumi Nakamura
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takahiro Maeda
- Division of Precision Medicine, Kyushu University Hospital, Fukuoka, Japan
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Eishi Baba
- Department of Oncology and Social Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Koichi Akashi
- Department of Medicine and Biosystemic Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
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12
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Dao V, Yuki K, Lo YH, Nakano M, Kuo CJ. Immune organoids: from tumor modeling to precision oncology. Trends Cancer 2022; 8:870-880. [PMID: 35773148 PMCID: PMC9704769 DOI: 10.1016/j.trecan.2022.06.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 05/31/2022] [Accepted: 06/01/2022] [Indexed: 12/31/2022]
Abstract
Cancer immunotherapies, particularly immune checkpoint inhibitors, are rapidly becoming standard-of-care for many cancers. The ascendance of immune checkpoint inhibitor treatment and limitations in the accurate prediction of clinical response thereof have provided significant impetus to develop preclinical models that can guide therapeutic intervention. Traditional organoid culture methods that exclusively grow tumor epithelium as patient-derived organoids are under investigation as a personalized platform for drug discovery and for predicting clinical efficacy of chemotherapies and targeted agents. Recently, the patient-derived tumor organoid platform has evolved to contain more complex stromal and immune compartments needed to assess immunotherapeutic efficacy. We review the different methodologies for developing a more holistic patient-derived tumor organoid platform and for modeling the native immune tumor microenvironment.
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Affiliation(s)
- Vinh Dao
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA; Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Kanako Yuki
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Yuan-Hung Lo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Michitaka Nakano
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA.
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13
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Feng Z, Hom ME, Bearrood TE, Rosenthal ZC, Fernández D, Ondrus AE, Gu Y, McCormick AK, Tomaske MG, Marshall CR, Kline T, Chen CH, Mochly-Rosen D, Kuo CJ, Chen JK. Targeting colorectal cancer with small-molecule inhibitors of ALDH1B1. Nat Chem Biol 2022; 18:1065-1075. [PMID: 35788181 PMCID: PMC9529790 DOI: 10.1038/s41589-022-01048-w] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 04/26/2022] [Indexed: 12/21/2022]
Abstract
Aldehyde dehydrogenases (ALDHs) are promising cancer drug targets, as certain isoforms are required for the survival of stem-like tumor cells. We have discovered selective inhibitors of ALDH1B1, a mitochondrial enzyme that promotes colorectal and pancreatic cancer. We describe bicyclic imidazoliums and guanidines that target the ALDH1B1 active site with comparable molecular interactions and potencies. Both pharmacophores abrogate ALDH1B1 function in cells; however, the guanidines circumvent an off-target mitochondrial toxicity exhibited by the imidazoliums. Our lead isoform-selective guanidinyl antagonists of ALDHs exhibit proteome-wide target specificity, and they selectively block the growth of colon cancer spheroids and organoids. Finally, we have used genetic and chemical perturbations to elucidate the ALDH1B1-dependent transcriptome, which includes genes that regulate mitochondrial metabolism and ribosomal function. Our findings support an essential role for ALDH1B1 in colorectal cancer, provide molecular probes for studying ALDH1B1 functions and yield leads for developing ALDH1B1-targeting therapies.
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Affiliation(s)
- Zhiping Feng
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA
| | - Marisa E Hom
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA
- Department of Otolaryngology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Thomas E Bearrood
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA
| | - Zachary C Rosenthal
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA
| | - Daniel Fernández
- Macromolecular Structure Knowledge Center, Stanford University, Stanford, CA, USA
- Stanford ChEM-H, Stanford University, Stanford, CA, USA
| | - Alison E Ondrus
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA
- Department of Chemistry, University of Illinois at Chicago, Chicago, IL, USA
| | - Yuchao Gu
- Department of Medicine, Stanford University, Stanford, CA, USA
- Department of Biochemistry, Stanford University, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University, Stanford, CA, USA
| | | | | | - Cody R Marshall
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA
| | - Toni Kline
- SPARK at Stanford, Stanford University, Stanford, CA, USA
| | - Che-Hong Chen
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA
| | - Daria Mochly-Rosen
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA
| | - Calvin J Kuo
- Department of Medicine, Stanford University, Stanford, CA, USA
| | - James K Chen
- Department of Chemical and Systems Biology, Stanford University, Stanford, CA, USA.
- Department of Developmental Biology, Stanford University, Stanford, CA, USA.
- Department of Chemistry, Stanford University, Stanford, CA, USA.
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14
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Hein RFC, Wu JH, Holloway EM, Frum T, Conchola AS, Tsai YH, Wu A, Fine AS, Miller AJ, Szenker-Ravi E, Yan KS, Kuo CJ, Glass I, Reversade B, Spence JR. R-SPONDIN2 + mesenchymal cells form the bud tip progenitor niche during human lung development. Dev Cell 2022; 57:1598-1614.e8. [PMID: 35679862 PMCID: PMC9283295 DOI: 10.1016/j.devcel.2022.05.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/18/2022] [Accepted: 05/16/2022] [Indexed: 01/23/2023]
Abstract
The human respiratory epithelium is derived from a progenitor cell in the distal buds of the developing lung. These "bud tip progenitors" are regulated by reciprocal signaling with surrounding mesenchyme; however, mesenchymal heterogeneity and function in the developing human lung are poorly understood. We interrogated single-cell RNA sequencing data from multiple human lung specimens and identified a mesenchymal cell population present during development that is highly enriched for expression of the WNT agonist RSPO2, and we found that the adjacent bud tip progenitors are enriched for the RSPO2 receptor LGR5. Functional experiments using organoid models, explant cultures, and FACS-isolated RSPO2+ mesenchyme show that RSPO2 is a critical niche cue that potentiates WNT signaling in bud tip progenitors to support their maintenance and multipotency.
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Affiliation(s)
- Renee F C Hein
- Department of Cell and Developmental Biology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Joshua H Wu
- Department of Internal Medicine, Gastroenterology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Emily M Holloway
- Department of Cell and Developmental Biology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Tristan Frum
- Department of Internal Medicine, Gastroenterology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Ansley S Conchola
- Program in Cell and Molecular Biology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Yu-Hwai Tsai
- Department of Internal Medicine, Gastroenterology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Angeline Wu
- Department of Internal Medicine, Gastroenterology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Alexis S Fine
- Department of Internal Medicine, Gastroenterology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Alyssa J Miller
- Program in Cell and Molecular Biology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Emmanuelle Szenker-Ravi
- Laboratory of Human Genetics & Therapeutics, Genome Institute of Singapore, A(∗)STAR, Singapore 138648, Singapore
| | - Kelley S Yan
- Columbia Center for Human Development, Columbia Stem Cell Initiative, Departments of Medicine and Genetics and Development, Columbia University Irving Medical Center, New York, NY 10032, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Ian Glass
- Department of Pediatrics, Genetic Medicine, University of Washington, Seattle, WA 98195, USA
| | - Bruno Reversade
- Laboratory of Human Genetics & Therapeutics, Genome Institute of Singapore, A(∗)STAR, Singapore 138648, Singapore; Laboratory of Human Genetics & Therapeutics, Institute of Molecular and Cell Biology (IMCB), A∗STAR, Singapore; Medical Genetics Department, Koç University School of Medicine (KUSOM), Istanbul, Turkey
| | - Jason R Spence
- Department of Cell and Developmental Biology, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Department of Internal Medicine, Gastroenterology, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Program in Cell and Molecular Biology, University of Michigan Medical School, Ann Arbor, MI 48109, USA; Department of Biomedical Engineering, University of Michigan College of Engineering, Ann Arbor, MI 48109, USA.
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15
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Sarthi JB, Unen V, Chan JE, Abazari S, Trumbull A, Guh‐Siesel A, Kuo CJ, Sellers ZM. IRBIT as a Regulator of Bicarbonate Transport in the Small Intestine. FASEB J 2022. [DOI: 10.1096/fasebj.2022.36.s1.r5339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | - Vincent Unen
- Microbiology and Immunology, HematologyStanford UniversityPalo AltoCA
- HematologyStanford UniversityPalo AltoCA
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16
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Vaidyanathan S, Baik R, Chen L, Bravo DT, Suarez CJ, Abazari SM, Salahudeen AA, Dudek AM, Teran CA, Davis TH, Lee CM, Bao G, Randell SH, Artandi SE, Wine JJ, Kuo CJ, Desai TJ, Nayak JV, Sellers ZM, Porteus MH. Targeted replacement of full-length CFTR in human airway stem cells by CRISPR-Cas9 for pan-mutation correction in the endogenous locus. Mol Ther 2022; 30:223-237. [PMID: 33794364 PMCID: PMC8753290 DOI: 10.1016/j.ymthe.2021.03.023] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 02/23/2021] [Accepted: 03/25/2021] [Indexed: 01/07/2023] Open
Abstract
Cystic fibrosis (CF) is a monogenic disease caused by impaired production and/or function of the CF transmembrane conductance regulator (CFTR) protein. Although we have previously shown correction of the most common pathogenic mutation, there are many other pathogenic mutations throughout the CF gene. An autologous airway stem cell therapy in which the CFTR cDNA is precisely inserted into the CFTR locus may enable the development of a durable cure for almost all CF patients, irrespective of the causal mutation. Here, we use CRISPR-Cas9 and two adeno-associated viruses (AAVs) carrying the two halves of the CFTR cDNA to sequentially insert the full CFTR cDNA along with a truncated CD19 (tCD19) enrichment tag in upper airway basal stem cells (UABCs) and human bronchial epithelial cells (HBECs). The modified cells were enriched to obtain 60%-80% tCD19+ UABCs and HBECs from 11 different CF donors with a variety of mutations. Differentiated epithelial monolayers cultured at air-liquid interface showed restored CFTR function that was >70% of the CFTR function in non-CF controls. Thus, our study enables the development of a therapy for almost all CF patients, including patients who cannot be treated using recently approved modulator therapies.
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Affiliation(s)
| | - Ron Baik
- Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | - Lu Chen
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA; Department of Biochemistry, Stanford University School of Medicine, Stanford, CA 94305, USA; Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Dawn T Bravo
- Department of Otolaryngology-Head and Neck Surgery, Stanford, CA 94305, USA
| | - Carlos J Suarez
- Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Shayda M Abazari
- Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | - Ameen A Salahudeen
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA
| | - Amanda M Dudek
- Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | | | - Timothy H Davis
- Department of Bioengineering, Rice University, Houston, TX 77030, USA
| | - Ciaran M Lee
- Department of Bioengineering, Rice University, Houston, TX 77030, USA
| | - Gang Bao
- Department of Bioengineering, Rice University, Houston, TX 77030, USA
| | - Scott H Randell
- Department of Cell Biology and Physiology, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Steven E Artandi
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA; Department of Biochemistry, Stanford University School of Medicine, Stanford, CA 94305, USA; Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Jeffrey J Wine
- Department of Psychology, Stanford University, Stanford, CA 94305, USA
| | - Calvin J Kuo
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA
| | - Tushar J Desai
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA
| | - Jayakar V Nayak
- Department of Otolaryngology-Head and Neck Surgery, Stanford, CA 94305, USA
| | - Zachary M Sellers
- Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | - Matthew H Porteus
- Department of Pediatrics, Stanford University, Stanford, CA 94305, USA.
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17
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Cable J, Pei D, Reid LM, Wang XW, Bhatia S, Karras P, Melenhorst JJ, Grompe M, Lathia JD, Song E, Kuo CJ, Zhang N, White RM, Ma SK, Ma L, Chin YR, Shen MM, Ng IOL, Kaestner KH, Zhou L, Sikandar S, Schmitt CA, Guo W, Wong CCL, Ji J, Tang DG, Dubrovska A, Yang C, Wiedemeyer WR, Weissman IL. Cancer stem cells: advances in biology and clinical translation-a Keystone Symposia report. Ann N Y Acad Sci 2021; 1506:142-163. [PMID: 34850398 DOI: 10.1111/nyas.14719] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 10/18/2021] [Indexed: 12/16/2022]
Abstract
The test for the cancer stem cell (CSC) hypothesis is to find a target expressed on all, and only CSCs in a patient tumor, then eliminate all cells with that target that eliminates the cancer. That test has not yet been achieved, but CSC diagnostics and targets found on CSCs and some other cells have resulted in a few clinically relevant therapies. However, it has become apparent that eliminating the subset of tumor cells characterized by self-renewal properties is essential for long-term tumor control. CSCs are able to regenerate and initiate tumor growth, recapitulating the heterogeneity present in the tumor before treatment. As great progress has been made in identifying and elucidating the biology of CSCs as well as their interactions with the tumor microenvironment, the time seems ripe for novel therapeutic strategies that target CSCs to find clinical applicability. On May 19-21, 2021, researchers in cancer stem cells met virtually for the Keystone eSymposium "Cancer Stem Cells: Advances in Biology and Clinical Translation" to discuss recent advances in the understanding of CSCs as well as clinical efforts to target these populations.
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Affiliation(s)
| | - Duanqing Pei
- CAS Key Laboratory of Regenerative Biology, Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou, China.,Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China.,Guangzhou Regenerative Medicine and Health Guangdong Laboratory (GRMH-GDL), Guangzhou, China
| | - Lola M Reid
- Department of Cell Biology and Physiology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Xin Wei Wang
- Laboratory of Human Carcinogenesis, and Liver Cancer Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Sonam Bhatia
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
| | - Panagiotis Karras
- Laboratory for Molecular Cancer Biology, Center for Cancer Biology and Laboratory for Molecular Cancer Biology, Department of Oncology, Leuven, Belgium
| | - Jan Joseph Melenhorst
- Glioblastoma Translational Center of Excellence, The Abramson Cancer Center and Department of Pathology & Laboratory Medicine, Perelman School of Medicine and Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Markus Grompe
- Department of Molecular and Medical Genetics, Department of Pediatrics, and Oregon Stem Cell Center, Oregon Health & Science University, Portland, Oregon
| | - Justin D Lathia
- Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute and Case Comprehensive Cancer Center, Case Western Reserve University School of Medicine, Cleveland Clinic, Cleveland, Ohio
| | - Erwei Song
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center and Breast Tumor Center, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China.,Bioland Laboratory; Program of Molecular Medicine, Zhongshan School of Medicine, Sun Yat-Sen University; and Fountain-Valley Institute for Life Sciences, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Calvin J Kuo
- Division of Hematology, Department of Medicine, Stanford University, Stanford, California
| | - Ning Zhang
- Translational Cancer Research Center, Peking University First Hospital, Beijing, China
| | - Richard M White
- Cancer Biology and Genetics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Stephanie Ky Ma
- School of Biomedical Sciences and State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Lichun Ma
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland
| | - Y Rebecca Chin
- Department of Biomedical Sciences, City University of Hong Kong, Hong Kong SAR, China
| | - Michael M Shen
- Departments of Medicine, Genetics and Development, Urology, and Systems Biology, Herbert Irving Comprehensive Cancer Center, Columbia University College of Physicians and Surgeons, New York, New York
| | - Irene Oi Lin Ng
- Department of Pathology and State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Klaus H Kaestner
- Department of Genetics and Institute for Diabetes, Obesity, and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Lei Zhou
- School of Biomedical Sciences, Li Ka Shing Faculty of Medicine, Hong Kong
| | - Shaheen Sikandar
- Institute for the Biology of Stem Cells, University of California, Santa Cruz, Santa Cruz, California
| | - Clemens A Schmitt
- Charité - Universitätsmedizin Berlin, Hematology/Oncology, and Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany, and Johannes Kepler University, Kepler Universitätsklinikum, Hematology/Oncology, Linz, Austria
| | - Wei Guo
- Department of Biology, School of Arts & Sciences, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Carmen Chak-Lui Wong
- Department of Pathology and State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong, China
| | - Junfang Ji
- MOE Key Laboratory of Biosystems Homeostasis & Protection, and Zhejiang Provincial Key Laboratory for Cancer Molecular Cell Biology, Life Sciences Institute, Zhejiang University, Hangzhou, China
| | - Dean G Tang
- Department of Pharmacology & Therapeutics, Roswell Park Comprehensive Cancer Center, and Experimental Therapeutics (ET) Graduate Program, University at Buffalo, Buffalo, New York
| | - Anna Dubrovska
- OncoRay National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden and Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany.,Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology-OncoRay, Dresden, Germany.,German Cancer Consortium (DKTK), Partner Site Dresden, and German Cancer Research Center (DKFZ), Heidelberg, Germany.,National Center for Tumor Diseases (NCT), Partner Site Dresden, Heidelberg, Germany
| | - Chunzhang Yang
- Neuro-Oncology Branch, National Cancer Institute, Center for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | | | - Irving L Weissman
- Institute for Stem Cell Biology and Regenerative Medicine, Ludwig Center for Cancer Stem Cell Research, Stanford University, Stanford, California
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18
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Klomp JE, Lee YS, Goodwin CM, Papke B, Klomp JA, Waters AM, Stalnecker CA, DeLiberty JM, Drizyte-Miller K, Yang R, Diehl JN, Yin HH, Pierobon M, Baldelli E, Ryan MB, Li S, Peterson J, Smith AR, Neal JT, McCormick AK, Kuo CJ, Counter CM, Petricoin EF, Cox AD, Bryant KL, Der CJ. CHK1 protects oncogenic KRAS-expressing cells from DNA damage and is a target for pancreatic cancer treatment. Cell Rep 2021; 37:110060. [PMID: 34852220 PMCID: PMC8665414 DOI: 10.1016/j.celrep.2021.110060] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 09/09/2021] [Accepted: 11/03/2021] [Indexed: 12/17/2022] Open
Abstract
We apply genetic screens to delineate modulators of KRAS mutant pancreatic ductal adenocarcinoma (PDAC) sensitivity to ERK inhibitor treatment, and we identify components of the ATR-CHK1 DNA damage repair (DDR) pathway. Pharmacologic inhibition of CHK1 alone causes apoptotic growth suppression of both PDAC cell lines and organoids, which correlates with loss of MYC expression. CHK1 inhibition also activates ERK and AMPK and increases autophagy, providing a mechanistic basis for increased efficacy of concurrent CHK1 and ERK inhibition and/or autophagy inhibition with chloroquine. To assess how CHK1 inhibition-induced ERK activation promotes PDAC survival, we perform a CRISPR-Cas9 loss-of-function screen targeting direct/indirect ERK substrates and identify RIF1. A key component of non-homologous end joining repair, RIF1 suppression sensitizes PDAC cells to CHK1 inhibition-mediated apoptotic growth suppression. Furthermore, ERK inhibition alone decreases RIF1 expression and phenocopies RIF1 depletion. We conclude that concurrent DDR suppression enhances the efficacy of ERK and/or autophagy inhibitors in KRAS mutant PDAC.
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Affiliation(s)
- Jennifer E Klomp
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Ye S Lee
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Craig M Goodwin
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Björn Papke
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jeff A Klomp
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Andrew M Waters
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Clint A Stalnecker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jonathan M DeLiberty
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Kristina Drizyte-Miller
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Runying Yang
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - J Nathaniel Diehl
- Curriculum in Genetics and Molecular Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Hongwei H Yin
- Departments of Cancer and Cell Biology, Translational Genomics Research Institute, Phoenix, AZ, USA
| | - Mariaelena Pierobon
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA 20110, USA
| | - Elisa Baldelli
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA 20110, USA
| | - Meagan B Ryan
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Siqi Li
- Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC
| | - Jackson Peterson
- Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC
| | - Amber R Smith
- Department of Medicine, Stanford University, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - James T Neal
- Department of Medicine, Stanford University, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Aaron K McCormick
- Department of Medicine, Stanford University, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Calvin J Kuo
- Department of Medicine, Stanford University, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Christopher M Counter
- Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC
| | - Emanuel F Petricoin
- Center for Applied Proteomics and Molecular Medicine, George Mason University, Manassas, VA 20110, USA
| | - Adrienne D Cox
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Kirsten L Bryant
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Channing J Der
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Curriculum in Genetics and Molecular Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
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19
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Du Y, Li X, Niu Q, Mo X, Qui M, Ma T, Kuo CJ, Fu H. Development of a miniaturized 3D organoid culture platform for ultra-high-throughput screening. J Mol Cell Biol 2021; 12:630-643. [PMID: 32678871 PMCID: PMC7751183 DOI: 10.1093/jmcb/mjaa036] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 06/11/2020] [Accepted: 06/12/2020] [Indexed: 12/19/2022] Open
Abstract
The recent advent of robust methods to grow human tissues as 3D organoids allows us to recapitulate the 3D architecture of tumors in an in vitro setting and offers a new orthogonal approach for drug discovery. However, organoid culturing with extracellular matrix to support 3D architecture has been challenging for high-throughput screening (HTS)-based drug discovery due to technical difficulties. Using genetically engineered human colon organoids as a model system, here we report our effort to miniaturize such 3D organoid culture with extracellular matrix support in high-density plates to enable HTS. We first established organoid culturing in a 384-well plate format and validated its application in a cell viability HTS assay by screening a 2036-compound library. We further miniaturized the 3D organoid culturing in a 1536-well ultra-HTS format and demonstrated its robust performance for large-scale primary compound screening. Our miniaturized organoid culturing method may be adapted to other types of organoids. By leveraging the power of 3D organoid culture in a high-density plate format, we provide a physiologically relevant screening platform to model tumors to accelerate organoid-based research and drug discovery.
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Affiliation(s)
- Yuhong Du
- Department of Pharmacology and Chemical Biology and Emory Chemical Biology Discovery Center, Emory University School of Medicine, Atlanta, GA, USA
| | - Xingnan Li
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Qiankun Niu
- Department of Pharmacology and Chemical Biology and Emory Chemical Biology Discovery Center, Emory University School of Medicine, Atlanta, GA, USA
| | - Xiulei Mo
- Department of Pharmacology and Chemical Biology and Emory Chemical Biology Discovery Center, Emory University School of Medicine, Atlanta, GA, USA
| | - Min Qui
- Department of Pharmacology and Chemical Biology and Emory Chemical Biology Discovery Center, Emory University School of Medicine, Atlanta, GA, USA
| | - Tingxuan Ma
- Department of Pharmacology and Chemical Biology and Emory Chemical Biology Discovery Center, Emory University School of Medicine, Atlanta, GA, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Haian Fu
- Department of Pharmacology and Chemical Biology and Emory Chemical Biology Discovery Center, Emory University School of Medicine, Atlanta, GA, USA
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20
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Zhang B, Nguyen LXT, Zhao D, Frankhouser DE, Wang H, Hoang DH, Qiao J, Abundis C, Brehove M, Su YL, Feng Y, Stein A, Ghoda L, Dorrance A, Perrotti D, Chen Z, Han A, Pichiorri F, Jin J, Jovanovic-Talisman T, Caligiuri MA, Kuo CJ, Yoshimura A, Li L, Rockne RC, Kortylewski M, Zheng Y, Carlesso N, Kuo YH, Marcucci G. Treatment-induced arteriolar revascularization and miR-126 enhancement in bone marrow niche protect leukemic stem cells in AML. J Hematol Oncol 2021; 14:122. [PMID: 34372909 PMCID: PMC8351342 DOI: 10.1186/s13045-021-01133-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 07/31/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND During acute myeloid leukemia (AML) growth, the bone marrow (BM) niche acquires significant vascular changes that can be offset by therapeutic blast cytoreduction. The molecular mechanisms of this vascular plasticity remain to be fully elucidated. Herein, we report on the changes that occur in the vascular compartment of the FLT3-ITD+ AML BM niche pre and post treatment and their impact on leukemic stem cells (LSCs). METHODS BM vasculature was evaluated in FLT3-ITD+ AML models (MllPTD/WT/Flt3ITD/ITD mouse and patient-derived xenograft) by 3D confocal imaging of long bones, calvarium vascular permeability assays, and flow cytometry analysis. Cytokine levels were measured by Luminex assay and miR-126 levels evaluated by Q-RT-PCR and miRNA staining. Wild-type (wt) and MllPTD/WT/Flt3ITD/ITD mice with endothelial cell (EC) miR-126 knockout or overexpression served as controls. The impact of treatment-induced BM vascular changes on LSC activity was evaluated by secondary transplantation of BM cells after administration of tyrosine kinase inhibitors (TKIs) to MllPTD/WT/Flt3ITD/ITD mice with/without either EC miR-126 KO or co-treatment with tumor necrosis factor alpha (TNFα) or anti-miR-126 miRisten. RESULTS In the normal BM niche, CD31+Sca-1high ECs lining arterioles have miR-126 levels higher than CD31+Sca-1low ECs lining sinusoids. We noted that during FLT3-ITD+ AML growth, the BM niche lost arterioles and gained sinusoids. These changes were mediated by TNFα, a cytokine produced by AML blasts, which induced EC miR-126 downregulation and caused depletion of CD31+Sca-1high ECs and gain in CD31+Sca-1low ECs. Loss of miR-126high ECs led to a decreased EC miR-126 supply to LSCs, which then entered the cell cycle and promoted leukemia growth. Accordingly, antileukemic treatment with TKI decreased the BM blast-produced TNFα and increased miR-126high ECs and the EC miR-126 supply to LSCs. High miR-126 levels safeguarded LSCs, as shown by more severe disease in secondary transplanted mice. Conversely, EC miR-126 deprivation via genetic or pharmacological EC miR-126 knock-down prevented treatment-induced BM miR-126high EC expansion and in turn LSC protection. CONCLUSIONS Treatment-induced CD31+Sca-1high EC re-vascularization of the leukemic BM niche may represent a LSC extrinsic mechanism of treatment resistance that can be overcome with therapeutic EC miR-126 deprivation.
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Affiliation(s)
- Bin Zhang
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA.
| | - Le Xuan Truong Nguyen
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | - Dandan Zhao
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | | | - Huafeng Wang
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
- Department of Hematology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | - Dinh Hoa Hoang
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | - Junjing Qiao
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
- Department of Pathology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, People's Republic of China
| | - Christina Abundis
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | - Matthew Brehove
- Department of Molecular Medicine, City of Hope, Duarte, CA, USA
| | - Yu-Lin Su
- Department of Immuno-Oncology, City of Hope, Duarte, CA, USA
| | - Yuxin Feng
- Division of Experimental Hematology and Cancer Biology, Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Anthony Stein
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | - Lucy Ghoda
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | | | | | - Zhen Chen
- Department of Diabetes Complications and Metabolism, City of Hope, Duarte, CA, USA
| | - Anjia Han
- Department of Pathology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, People's Republic of China
| | - Flavia Pichiorri
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | - Jie Jin
- Department of Hematology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | | | - Michael A Caligiuri
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University, Stanford, CA, USA
| | - Akihiko Yoshimura
- Department of Microbiology and Immunology, Keio University School of Medicine, Tokyo, Japan
| | - Ling Li
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | - Russell C Rockne
- Division of Mathematical Oncology, Department of Computational and Quantitative Medicine, Beckman Research Institute, City of Hope Medical Center, Duarte, CA, USA
| | | | - Yi Zheng
- Division of Experimental Hematology and Cancer Biology, Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Nadia Carlesso
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | - Ya-Huei Kuo
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA
| | - Guido Marcucci
- Department of Hematological Malignancies Translational Science, Gehr Family Center for Leukemia Research, City of Hope Medical Center and Beckman Research Institute, 1500 E Duarte Road, Duarte, CA, 91010, USA.
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21
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Lo YH, Kolahi KS, Du Y, Chang CY, Krokhotin A, Nair A, Sobba WD, Karlsson K, Jones SJ, Longacre TA, Mah AT, Tercan B, Sockell A, Xu H, Seoane JA, Chen J, Shmulevich I, Weissman JS, Curtis C, Califano A, Fu H, Crabtree GR, Kuo CJ. A CRISPR/Cas9-Engineered ARID1A-Deficient Human Gastric Cancer Organoid Model Reveals Essential and Nonessential Modes of Oncogenic Transformation. Cancer Discov 2021; 11:1562-1581. [PMID: 33451982 PMCID: PMC8346515 DOI: 10.1158/2159-8290.cd-20-1109] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 12/02/2020] [Accepted: 01/12/2021] [Indexed: 12/20/2022]
Abstract
Mutations in ARID1A rank among the most common molecular aberrations in human cancer. However, oncogenic consequences of ARID1A mutation in human cells remain poorly defined due to lack of forward genetic models. Here, CRISPR/Cas9-mediated ARID1A knockout (KO) in primary TP53-/- human gastric organoids induced morphologic dysplasia, tumorigenicity, and mucinous differentiation. Genetic WNT/β-catenin activation rescued mucinous differentiation, but not hyperproliferation, suggesting alternative pathways of ARID1A KO-mediated transformation. ARID1A mutation induced transcriptional regulatory modules characteristic of microsatellite instability and Epstein-Barr virus-associated subtype human gastric cancer, including FOXM1-associated mitotic genes and BIRC5/survivin. Convergently, high-throughput compound screening indicated selective vulnerability of ARID1A-deficient organoids to inhibition of BIRC5/survivin, functionally implicating this pathway as an essential mediator of ARID1A KO-dependent early-stage gastric tumorigenesis. Overall, we define distinct pathways downstream of oncogenic ARID1A mutation, with nonessential WNT-inhibited mucinous differentiation in parallel with essential transcriptional FOXM1/BIRC5-stimulated proliferation, illustrating the general utility of organoid-based forward genetic cancer analysis in human cells. SIGNIFICANCE: We establish the first human forward genetic modeling of a commonly mutated tumor suppressor gene, ARID1A. Our study integrates diverse modalities including CRISPR/Cas9 genome editing, organoid culture, systems biology, and small-molecule screening to derive novel insights into early transformation mechanisms of ARID1A-deficient gastric cancers.See related commentary by Zafra and Dow, p. 1327.This article is highlighted in the In This Issue feature, p. 1307.
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Affiliation(s)
- Yuan-Hung Lo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
| | - Kevin S Kolahi
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Yuhong Du
- Department of Pharmacology and Chemical Biology and Emory Chemical Biology Discovery Center, Emory University School of Medicine, Atlanta, Georgia
| | - Chiung-Ying Chang
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Andrey Krokhotin
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, California
| | - Ajay Nair
- Department of Systems Biology, Columbia University, New York, New York
| | - Walter D Sobba
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
| | - Kasper Karlsson
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
- Division of Oncology, Stanford University School of Medicine, Stanford, California
| | - Sunny J Jones
- Department of Systems Biology, Columbia University, New York, New York
| | - Teri A Longacre
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Amanda T Mah
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California
| | - Bahar Tercan
- Institute for Systems Biology, Seattle, Washington
| | - Alexandra Sockell
- Division of Oncology, Stanford University School of Medicine, Stanford, California
| | - Hang Xu
- Division of Oncology, Stanford University School of Medicine, Stanford, California
| | - Jose A Seoane
- Division of Oncology, Stanford University School of Medicine, Stanford, California
| | - Jin Chen
- Howard Hughes Medical Institute, Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California
- Department of Pharmacology and Cecil H. and Ida Green Center for Reproductive Biology Sciences, The University of Texas Southwestern Medical Center, Dallas, Texas
| | | | - Jonathan S Weissman
- Howard Hughes Medical Institute, Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California
| | - Christina Curtis
- Division of Oncology, Stanford University School of Medicine, Stanford, California
| | - Andrea Califano
- Department of Systems Biology, Columbia University, New York, New York
| | - Haian Fu
- Department of Pharmacology and Chemical Biology and Emory Chemical Biology Discovery Center, Emory University School of Medicine, Atlanta, Georgia
| | - Gerald R Crabtree
- Department of Pathology, Stanford University School of Medicine, Stanford, California
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, California
- Department of Developmental Biology, Stanford University School of Medicine, Stanford, California
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, California.
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22
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Hunt DR, Klett KC, Mascharak S, Wang H, Gong D, Lou J, Li X, Cai PC, Suhar RA, Co JY, LeSavage BL, Foster AA, Guan Y, Amieva MR, Peltz G, Xia Y, Kuo CJ, Heilshorn SC. Engineered Matrices Enable the Culture of Human Patient-Derived Intestinal Organoids. Adv Sci (Weinh) 2021; 8:2004705. [PMID: 34026461 PMCID: PMC8132048 DOI: 10.1002/advs.202004705] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Indexed: 05/05/2023]
Abstract
Human intestinal organoids from primary human tissues have the potential to revolutionize personalized medicine and preclinical gastrointestinal disease models. A tunable, fully defined, designer matrix, termed hyaluronan elastin-like protein (HELP) is reported, which enables the formation, differentiation, and passaging of adult primary tissue-derived, epithelial-only intestinal organoids. HELP enables the encapsulation of dissociated patient-derived cells, which then undergo proliferation and formation of enteroids, spherical structures with polarized internal lumens. After 12 rounds of passaging, enteroid growth in HELP materials is found to be statistically similar to that in animal-derived matrices. HELP materials also support the differentiation of human enteroids into mature intestinal cell subtypes. HELP matrices allow stiffness, stress relaxation rate, and integrin-ligand concentration to be independently and quantitatively specified, enabling fundamental studies of organoid-matrix interactions and potential patient-specific optimization. Organoid formation in HELP materials is most robust in gels with stiffer moduli (G' ≈ 1 kPa), slower stress relaxation rate (t1/2 ≈ 18 h), and higher integrin ligand concentration (0.5 × 10-3-1 × 10-3 m RGD peptide). This material provides a promising in vitro model for further understanding intestinal development and disease in humans and a reproducible, biodegradable, minimal matrix with no animal-derived products or synthetic polyethylene glycol for potential clinical translation.
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Affiliation(s)
- Daniel R. Hunt
- Department of Chemical EngineeringStanford UniversityStanfordCA94305USA
| | - Katarina C. Klett
- Department of Stem Cell Biology and Regenerative MedicineStanford UniversityStanfordCA94305USA
| | - Shamik Mascharak
- Department of BioengineeringStanford UniversityStanfordCA94305USA
| | - Huiyuan Wang
- Department of Materials Science & EngineeringStanford UniversityStanfordCA94305USA
| | - Diana Gong
- Department of BioengineeringStanford UniversityStanfordCA94305USA
| | - Junzhe Lou
- Department of ChemistryStanford UniversityStanfordCA94305USA
| | - Xingnan Li
- Department of Medicine and HematologyStanford University School of MedicineStanfordCA94305USA
| | - Pamela C. Cai
- Department of Chemical EngineeringStanford UniversityStanfordCA94305USA
| | - Riley A. Suhar
- Department of Materials Science & EngineeringStanford UniversityStanfordCA94305USA
| | - Julia Y. Co
- Department of Pediatrics (Infectious Diseases) and of Microbiology and ImmunologyStanford UniversityStanfordCA94305USA
| | | | - Abbygail A. Foster
- Department of Materials Science & EngineeringStanford UniversityStanfordCA94305USA
| | - Yuan Guan
- Department of AnesthesiologyStanford University School of MedicineStanfordCA94305USA
| | - Manuel R. Amieva
- Department of Pediatrics (Infectious Diseases) and of Microbiology and ImmunologyStanford UniversityStanfordCA94305USA
| | - Gary Peltz
- Department of AnesthesiologyStanford University School of MedicineStanfordCA94305USA
| | - Yan Xia
- Department of ChemistryStanford UniversityStanfordCA94305USA
| | - Calvin J. Kuo
- Department of Medicine and HematologyStanford University School of MedicineStanfordCA94305USA
| | - Sarah C. Heilshorn
- Department of Materials Science & EngineeringStanford UniversityStanfordCA94305USA
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23
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Hahn WC, Bader JS, Braun TP, Califano A, Clemons PA, Druker BJ, Ewald AJ, Fu H, Jagu S, Kemp CJ, Kim W, Kuo CJ, McManus M, B Mills G, Mo X, Sahni N, Schreiber SL, Talamas JA, Tamayo P, Tyner JW, Wagner BK, Weiss WA, Gerhard DS. An expanded universe of cancer targets. Cell 2021; 184:1142-1155. [PMID: 33667368 PMCID: PMC8066437 DOI: 10.1016/j.cell.2021.02.020] [Citation(s) in RCA: 100] [Impact Index Per Article: 33.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 01/05/2021] [Accepted: 02/05/2021] [Indexed: 12/15/2022]
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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Affiliation(s)
- William C Hahn
- Dana-Farber Cancer Institute, Department of Medical Oncology, 450 Brookline Avenue, Boston, MA, USA.
| | - Joel S Bader
- Department of Biomedical Engineering and Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Theodore P Braun
- Knight Cancer Institute and Division of Hematology and Medical Oncology, Oregon Health & Science University, Portland, OR, USA
| | - Andrea Califano
- Department of Systems Biology, Biomedical Informatics, Biochemistry and Molecular Biophysics, and Medicine, Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, USA
| | | | - Brian J Druker
- Knight Cancer Institute and Division of Hematology and Medical Oncology, Oregon Health & Science University, Portland, OR, USA
| | - Andrew J Ewald
- Department of Cell Biology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Haian Fu
- Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, and Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA
| | - Subhashini Jagu
- Office of Cancer Genomics, Center for Cancer Genomics, National Cancer Institute, NIH, Bethesda, MD, USA
| | - Christopher J Kemp
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - William Kim
- Moores Cancer Center, Center for Novel Therapeutics and Department of Medicine, UC San Diego, La Jolla, CA, USA
| | - Calvin J Kuo
- Hematology Division, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael McManus
- Department of Microbiology and Immunology, UCSF Diabetes Center, and Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Gordon B Mills
- Department of Cell, Development and Cancer Biology, Knight Cancer Institute, Oregon Health and Sciences University, Portland, OR, USA
| | - Xiulei Mo
- Department of Pharmacology and Chemical Biology, Emory Chemical Biology Discovery Center, and Winship Cancer Institute, Emory University, Atlanta, GA 30322, USA
| | - Nidhi Sahni
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Smithville, TX, USA
| | | | - Jessica A Talamas
- Dana-Farber Cancer Institute, Department of Medical Oncology, 450 Brookline Avenue, Boston, MA, USA
| | - Pablo Tamayo
- Moores Cancer Center, Center for Novel Therapeutics and Department of Medicine, UC San Diego, La Jolla, CA, USA
| | - Jeffrey W Tyner
- Knight Cancer Institute, Oregon Health & Science University and Department of Cell, Developmental and Cancer Biology, Oregon Health & Science University, Portland, OR, USA
| | | | - William A Weiss
- Departments of Neurology, Neurological Surgery, Pediatrics, and Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Daniela S Gerhard
- Office of Cancer Genomics, Center for Cancer Genomics, National Cancer Institute, NIH, Bethesda, MD, USA
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24
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Salahudeen AA, Choi SS, Rustagi A, Zhu J, van Unen V, de la O SM, Flynn RA, Margalef-Català M, Santos AJM, Ju J, Batish A, Usui T, Zheng GXY, Edwards CE, Wagar LE, Luca V, Anchang B, Nagendran M, Nguyen K, Hart DJ, Terry JM, Belgrader P, Ziraldo SB, Mikkelsen TS, Harbury PB, Glenn JS, Garcia KC, Davis MM, Baric RS, Sabatti C, Amieva MR, Blish CA, Desai TJ, Kuo CJ. Progenitor identification and SARS-CoV-2 infection in human distal lung organoids. Nature 2020; 588:670-675. [PMID: 33238290 PMCID: PMC8003326 DOI: 10.1038/s41586-020-3014-1] [Citation(s) in RCA: 209] [Impact Index Per Article: 52.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 11/18/2020] [Indexed: 12/17/2022]
Abstract
The distal lung contains terminal bronchioles and alveoli that facilitate gas exchange. Three-dimensional in vitro human distal lung culture systems would strongly facilitate the investigation of pathologies such as interstitial lung disease, cancer and coronavirus disease 2019 (COVID-19) pneumonia caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Here we describe the development of a long-term feeder-free, chemically defined culture system for distal lung progenitors as organoids derived from single adult human alveolar epithelial type II (AT2) or KRT5+ basal cells. AT2 organoids were able to differentiate into AT1 cells, and basal cell organoids developed lumens lined with differentiated club and ciliated cells. Single-cell analysis of KRT5+ cells in basal organoids revealed a distinct population of ITGA6+ITGB4+ mitotic cells, whose offspring further segregated into a TNFRSF12Ahi subfraction that comprised about ten per cent of KRT5+ basal cells. This subpopulation formed clusters within terminal bronchioles and exhibited enriched clonogenic organoid growth activity. We created distal lung organoids with apical-out polarity to present ACE2 on the exposed external surface, facilitating infection of AT2 and basal cultures with SARS-CoV-2 and identifying club cells as a target population. This long-term, feeder-free culture of human distal lung organoids, coupled with single-cell analysis, identifies functional heterogeneity among basal cells and establishes a facile in vitro organoid model of human distal lung infections, including COVID-19-associated pneumonia.
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Affiliation(s)
- Ameen A Salahudeen
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Division of Hematology and Oncology, Department of Medicine, University of Illinois at Chicago College of Medicine, Chicago, IL, USA
| | - Shannon S Choi
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Arjun Rustagi
- Division of Infectious Disease and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Junjie Zhu
- Stanford University School of Engineering, Department of Electrical Engineering, Stanford, CA, USA
| | - Vincent van Unen
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Institute of Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA, USA
| | - Sean M de la O
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Ryan A Flynn
- Stanford ChEM-H, Stanford University, Stanford, CA, USA
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Mar Margalef-Català
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - António J M Santos
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Jihang Ju
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Arpit Batish
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Tatsuya Usui
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Caitlin E Edwards
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Lisa E Wagar
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Institute of Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA, USA
| | - Vincent Luca
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Benedict Anchang
- Division of Biomedical Data Science, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Monica Nagendran
- Division of Pulmonary, Allergy and Critical Care, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Khanh Nguyen
- Division of Gastroenterology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Daniel J Hart
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | | | | | | | | | - Pehr B Harbury
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Jeffrey S Glenn
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Division of Gastroenterology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - K Christopher Garcia
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Mark M Davis
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Stanford Institute of Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA, USA
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Ralph S Baric
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Chiara Sabatti
- Division of Biomedical Data Science, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Manuel R Amieva
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Catherine A Blish
- Division of Infectious Disease and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
- Chan Zuckerberg Biohub, San Francisco, CA, USA.
| | - Tushar J Desai
- Division of Pulmonary, Allergy and Critical Care, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
| | - Calvin J Kuo
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
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25
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Fernandes RA, Su L, Nishiga Y, Ren J, Bhuiyan AM, Cheng N, Kuo CJ, Picton LK, Ohtsuki S, Majzner RG, Rietberg SP, Mackall CL, Yin Q, Ali LR, Yang X, Savvides CS, Sage J, Dougan M, Garcia KC. Immune receptor inhibition through enforced phosphatase recruitment. Nature 2020; 586:779-784. [PMID: 33087934 DOI: 10.1038/s41586-020-2851-2] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Accepted: 07/24/2020] [Indexed: 12/23/2022]
Abstract
Antibodies that antagonize extracellular receptor-ligand interactions are used as therapeutic agents for many diseases to inhibit signalling by cell-surface receptors1. However, this approach does not directly prevent intracellular signalling, such as through tonic or sustained signalling after ligand engagement. Here we present an alternative approach for attenuating cell-surface receptor signalling, termed receptor inhibition by phosphatase recruitment (RIPR). This approach compels cis-ligation of cell-surface receptors containing ITAM, ITIM or ITSM tyrosine phosphorylation motifs to the promiscuous cell-surface phosphatase CD452,3, which results in the direct intracellular dephosphorylation of tyrosine residues on the receptor target. As an example, we found that tonic signalling by the programmed cell death-1 receptor (PD-1) results in residual suppression of T cell activation, but is not inhibited by ligand-antagonist antibodies. We engineered a PD-1 molecule, which we denote RIPR-PD1, that induces cross-linking of PD-1 to CD45 and inhibits both tonic and ligand-activated signalling. RIPR-PD1 demonstrated enhanced inhibition of checkpoint blockade compared with ligand blocking by anti-PD1 antibodies, and increased therapeutic efficacy over anti-PD1 in mouse tumour models. We also show that the RIPR strategy extends to other immune-receptor targets that contain activating or inhibitory ITIM, ITSM or ITAM motifs; for example, inhibition of the macrophage SIRPα 'don't eat me' signal with a SIRPα-CD45 RIPR molecule potentiates antibody-dependent cellular phagocytosis beyond that of SIRPα blockade alone. RIPR represents a general strategy for direct attenuation of signalling by kinase-activated cell-surface receptors.
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Affiliation(s)
- Ricardo A Fernandes
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Leon Su
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Yoko Nishiga
- Department of Pediatrics, Stanford University, Stanford, CA, USA.,Department of Radiation Oncology, Stanford University, Stanford, CA, USA
| | - Junming Ren
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Aladdin M Bhuiyan
- Department of Medicine, Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
| | - Ning Cheng
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Lora K Picton
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Shozo Ohtsuki
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Robbie G Majzner
- Department of Pediatrics, Stanford University, Stanford, CA, USA.,Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Skyler P Rietberg
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Crystal L Mackall
- Department of Pediatrics, Stanford University, Stanford, CA, USA.,Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA.,Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Qian Yin
- Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA, USA
| | - Lestat R Ali
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Xinbo Yang
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Christina S Savvides
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Julien Sage
- Department of Pediatrics, Stanford University, Stanford, CA, USA.,Department of Genetics, Stanford University, Stanford, CA, USA
| | - Michael Dougan
- Department of Medicine, Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA.,Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - K Christopher Garcia
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA. .,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA. .,Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA.
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26
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Miao Y, Ha A, de Lau W, Yuki K, Santos AJM, You C, Geurts MH, Puschhof J, Pleguezuelos-Manzano C, Peng WC, Senlice R, Piani C, Buikema JW, Gbenedio OM, Vallon M, Yuan J, de Haan S, Hemrika W, Rösch K, Dang LT, Baker D, Ott M, Depeille P, Wu SM, Drost J, Nusse R, Roose JP, Piehler J, Boj SF, Janda CY, Clevers H, Kuo CJ, Garcia KC. Next-Generation Surrogate Wnts Support Organoid Growth and Deconvolute Frizzled Pleiotropy In Vivo. Cell Stem Cell 2020; 27:840-851.e6. [PMID: 32818433 DOI: 10.1016/j.stem.2020.07.020] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 05/02/2020] [Accepted: 07/29/2020] [Indexed: 12/15/2022]
Abstract
Modulation of Wnt signaling has untapped potential in regenerative medicine due to its essential functions in stem cell homeostasis. However, Wnt lipidation and Wnt-Frizzled (Fzd) cross-reactivity have hindered translational Wnt applications. Here, we designed and engineered water-soluble, Fzd subtype-specific "next-generation surrogate" (NGS) Wnts that hetero-dimerize Fzd and Lrp6. NGS Wnt supports long-term expansion of multiple different types of organoids, including kidney, colon, hepatocyte, ovarian, and breast. NGS Wnts are superior to Wnt3a conditioned media in organoid expansion and single-cell organoid outgrowth. Administration of Fzd subtype-specific NGS Wnt in vivo reveals that adult intestinal crypt proliferation can be promoted by agonism of Fzd5 and/or Fzd8 receptors, while a broad spectrum of Fzd receptors can induce liver zonation. Thus, NGS Wnts offer a unified organoid expansion protocol and a laboratory "tool kit" for dissecting the functions of Fzd subtypes in stem cell biology.
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Affiliation(s)
- Yi Miao
- Department of Molecular and Cellular Physiology, Department of Structural Biology, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Andrew Ha
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Wim de Lau
- Oncode Institute, Hubrecht Institute, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Kanako Yuki
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - António J M Santos
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Changjiang You
- Division of Biophysics, Department of Biology, University of Osnabrück, 49076 Osnabrück, Germany
| | - Maarten H Geurts
- Oncode Institute, Hubrecht Institute, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Jens Puschhof
- Oncode Institute, Hubrecht Institute, University Medical Centre Utrecht, Utrecht, the Netherlands
| | | | - Weng Chuan Peng
- Howard Hughes Medical Institute, Department of Developmental Biology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA; Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Ramazan Senlice
- Foundation Hubrecht Organoid Technology (HUB), Utrecht, the Netherlands
| | - Carol Piani
- Foundation Hubrecht Organoid Technology (HUB), Utrecht, the Netherlands
| | - Jan W Buikema
- Department of Cardiology, University Medical Center Utrecht & Utrecht Regenerative Medicine Center, Utrecht University, 3508 GA Utrecht, the Netherlands
| | | | - Mario Vallon
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Jenny Yuan
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Sanne de Haan
- Oncode Institute, Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Wieger Hemrika
- U-Protein Express BV, Yalelaan 62, 3584 CM Utrecht, the Netherlands
| | - Kathrin Rösch
- Gladstone Institutes and Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Luke T Dang
- Department of Biochemistry, Institute for Protein Design and Howard Hughes Medical Institute, University of Washington, Seattle, WA 98105, USA
| | - David Baker
- Department of Biochemistry, Institute for Protein Design and Howard Hughes Medical Institute, University of Washington, Seattle, WA 98105, USA
| | - Melanie Ott
- Gladstone Institutes and Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Philippe Depeille
- Department of Cardiology, University Medical Center Utrecht & Utrecht Regenerative Medicine Center, Utrecht University, 3508 GA Utrecht, the Netherlands
| | - Sean M Wu
- Division of Cardiovascular Medicine, Department of Medicine, Cardiovascular Institute and Institute of Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Jarno Drost
- Oncode Institute, Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Roeland Nusse
- Howard Hughes Medical Institute, Department of Developmental Biology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Jeroen P Roose
- Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA
| | - Jacob Piehler
- Division of Biophysics, Department of Biology, University of Osnabrück, 49076 Osnabrück, Germany
| | - Sylvia F Boj
- Foundation Hubrecht Organoid Technology (HUB), Utrecht, the Netherlands
| | - Claudia Y Janda
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Hans Clevers
- Oncode Institute, Hubrecht Institute, University Medical Centre Utrecht, Utrecht, the Netherlands; Oncode Institute, Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - K Christopher Garcia
- Department of Molecular and Cellular Physiology, Department of Structural Biology, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305, USA.
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27
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Abstract
Cellular interactions in the tumor microenvironment (TME) significantly govern cancer progression and drug response. The efficacy of clinical immunotherapies has fostered an exponential interest in the tumor immune microenvironment, which in turn has engendered a pressing need for robust experimental systems modeling patient-specific tumor-immune interactions. Traditional 2D in vitro tumor immunotherapy models have reconstituted immortalized cancer cell lines with immune components, often from peripheral blood. However, newly developed 3D in vitro organoid culture methods now allow the routine culture of primary human tumor biopsies and increasingly incorporate immune components. Here, we present a viewpoint on recent advances, and propose translational applications of tumor organoids for immuno-oncology research, immunotherapy modeling, and precision medicine.
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Affiliation(s)
- Kanako Yuki
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Ning Cheng
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Michitaka Nakano
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA.
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28
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Yang SR, Bouhlal Y, De La Vega FM, Ballard M, Kuo CJ, Vilborg A, Jensen G, Allison K. Integrated genomic characterization of ERBB2/HER2 alterations in invasive breast carcinoma: a focus on unusual FISH groups. Mod Pathol 2020; 33:1546-1556. [PMID: 32161378 DOI: 10.1038/s41379-020-0504-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 01/11/2020] [Accepted: 01/30/2020] [Indexed: 01/29/2023]
Abstract
In patients with invasive breast cancer, fluorescence in situ hybridization (FISH) testing for HER2 typically demonstrates the clear presence or lack of ERBB2 (HER2) amplification (i.e., groups 1 or 5). However, a small subset of patients can present with unusual HER2 FISH patterns (groups 2-4), resulting in diagnostic confusion. To provide clarity, the 2018 CAP/ASCO HER2 testing guideline recommends additional testing using HER2 immunohistochemistry (IHC) for determining the final HER2 status. Despite this effort, the genomic correlates of unusual HER2 FISH groups remain poorly understood. Here, we used droplet digital PCR (ddPCR) and targeted next-generation sequencing (NGS) to characterize the genomic features of both usual and unusual HER2 FISH groups. In this study, 51 clinical samples were selected to represent FISH groups 1-5. Furthermore, group 1 was subdivided into two groups, with groups 1A and 1B corresponding to cases with HER2 signals/cell ≥6.0 and 4-6, respectively. Overall, our findings revealed a wide range of copy number alterations in HER2 across the different FISH groups. As expected, groups 1A and 5 showed the clear presence and lack of HER2 copy number gain, respectively, as measured by ddPCR and NGS. In contrast, group 1B and other uncommon FISH groups (groups 2-4) were characterized by a broader range of HER2 copy levels with only a few select cases showing high-level gain. Notably, these cases with increased HER2 copy levels also showed HER2 overexpression by IHC, thus highlighting the correlation between HER2 copy number and HER2 protein expression. Given the concordance between the genomic and protein results, our findings suggest that HER2 IHC may inform HER2 copy number status in patients with unusual FISH patterns. Hence, our results support the current recommendation for using IHC to resolve HER2 status in FISH groups 2-4.
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Affiliation(s)
- Soo-Ryum Yang
- Department of Pathology, School of Medicine, Stanford University, Stanford, CA, USA
| | | | - Francisco M De La Vega
- TOMA Biosciences, Holland, MI, USA.,Department of Biomedical Data Science, School of Medicine, Stanford University, Stanford, CA, USA
| | - Morgan Ballard
- Department of Pathology, School of Medicine, Stanford University, Stanford, CA, USA
| | - Calvin J Kuo
- Department of Medicine, School of Medicine, Stanford University, Stanford, CA, USA
| | | | | | - Kimberly Allison
- Department of Pathology, School of Medicine, Stanford University, Stanford, CA, USA.
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Salahudeen AA, Choi SS, Rustagi A, Zhu J, de la O SM, Flynn RA, Margalef-Català M, Santos AJM, Ju J, Batish A, van Unen V, Usui T, Zheng GXY, Edwards CE, Wagar LE, Luca V, Anchang B, Nagendran M, Nguyen K, Hart DJ, Terry JM, Belgrader P, Ziraldo SB, Mikkelsen TS, Harbury PB, Glenn JS, Garcia KC, Davis MM, Baric RS, Sabatti C, Amieva MR, Blish CA, Desai TJ, Kuo CJ. Progenitor identification and SARS-CoV-2 infection in long-term human distal lung organoid cultures. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2020:2020.07.27.212076. [PMID: 32743583 PMCID: PMC7386503 DOI: 10.1101/2020.07.27.212076] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The distal lung contains terminal bronchioles and alveoli that facilitate gas exchange and is affected by disorders including interstitial lung disease, cancer, and SARS-CoV-2-associated COVID-19 pneumonia. Investigations of these localized pathologies have been hindered by a lack of 3D in vitro human distal lung culture systems. Further, human distal lung stem cell identification has been impaired by quiescence, anatomic divergence from mouse and lack of lineage tracing and clonogenic culture. Here, we developed robust feeder-free, chemically-defined culture of distal human lung progenitors as organoids derived clonally from single adult human alveolar epithelial type II (AT2) or KRT5 + basal cells. AT2 organoids exhibited AT1 transdifferentiation potential, while basal cell organoids progressively developed lumens lined by differentiated club and ciliated cells. Organoids consisting solely of club cells were not observed. Upon single cell RNA-sequencing (scRNA-seq), alveolar organoids were composed of proliferative AT2 cells; however, basal organoid KRT5 + cells contained a distinct ITGA6 + ITGB4 + mitotic population whose proliferation segregated to a TNFRSF12A hi subfraction. Clonogenic organoid growth was markedly enriched within the TNFRSF12A hi subset of FACS-purified ITGA6 + ITGB4 + basal cells from human lung or derivative organoids. In vivo, TNFRSF12A + cells comprised ~10% of KRT5 + basal cells and resided in clusters within terminal bronchioles. To model COVID-19 distal lung disease, we everted the polarity of basal and alveolar organoids to rapidly relocate differentiated club and ciliated cells from the organoid lumen to the exterior surface, thus displaying the SARS-CoV-2 receptor ACE2 on the outwardly-facing apical aspect. Accordingly, basal and AT2 apical-out organoids were infected by SARS-CoV-2, identifying club cells as a novel target population. This long-term, feeder-free organoid culture of human distal lung alveolar and basal stem cells, coupled with single cell analysis, identifies unsuspected basal cell functional heterogeneity and exemplifies progenitor identification within a slowly proliferating human tissue. Further, our studies establish a facile in vitro organoid model for human distal lung infectious diseases including COVID-19-associated pneumonia.
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Abstract
Two recent papers in Cell Stem Cell and Nature Medicine (Yao et al. [2019] and Ganesh et al. [2019]) demonstrate the successful use of rectal cancer patient-derived organoids to predict patient responses to neoadjuvant chemoradiation therapy, paving the way toward a new paradigm for precision medicine.
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Affiliation(s)
- Kevin S Kolahi
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Michitaka Nakano
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA.
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31
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Ding S, Song Y, Brulois KF, Pan J, Co JY, Ren L, Feng N, Yasukawa LL, Sánchez-Tacuba L, Wosen JE, Mellins ED, Monack DM, Amieva MR, Kuo CJ, Butcher EC, Greenberg HB. Retinoic Acid and Lymphotoxin Signaling Promote Differentiation of Human Intestinal M Cells. Gastroenterology 2020; 159:214-226.e1. [PMID: 32247021 PMCID: PMC7569531 DOI: 10.1053/j.gastro.2020.03.053] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 03/12/2020] [Accepted: 03/20/2020] [Indexed: 01/11/2023]
Abstract
BACKGROUND & AIMS Intestinal microfold (M) cells are a unique subset of intestinal epithelial cells in the Peyer's patches that regulate mucosal immunity, serving as portals for sampling and uptake of luminal antigens. The inability to efficiently develop human M cells in cell culture has impeded studies of the intestinal immune system. We aimed to identify signaling pathways required for differentiation of human M cells and establish a robust culture system using human ileum enteroids. METHODS We analyzed transcriptome data from mouse Peyer's patches to identify cell populations in close proximity to M cells. We used the human enteroid system to determine which cytokines were required to induce M-cell differentiation. We performed transcriptome, immunofluorescence, scanning electron microscope, and transcytosis experiments to validate the development of phenotypic and functional human M cells. RESULTS A combination of retinoic acid and lymphotoxin induced differentiation of glycoprotein 2-positive human M cells, which lack apical microvilli structure. Upregulated expression of innate immune-related genes within M cells correlated with a lack of viral antigens after rotavirus infection. Human M cells, developed in the enteroid system, internalized and transported enteric viruses, such as rotavirus and reovirus, across the intestinal epithelium barrier in the enteroids. CONCLUSIONS We identified signaling pathways required for differentiation of intestinal M cells, and used this information to create a robust culture method to develop human M cells with capacity for internalization and transport of viruses. Studies of this model might increase our understanding of antigen presentation and the systemic entry of enteric pathogens in the human intestine.
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Affiliation(s)
- Siyuan Ding
- Department of Molecular Microbiology, Washington University School of Medicine, St Louis, Missouri.
| | - Yanhua Song
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA 94304, USA,Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA 94305, USA,Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA,Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, Nanjing, 210014, China
| | - Kevin F. Brulois
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA 94304, USA,Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Junliang Pan
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA 94304, USA,Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Julia Y. Co
- Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA,Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | - Lili Ren
- School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing, 211816, China
| | - Ningguo Feng
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA 94304, USA,Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA 94305, USA,Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA
| | - Linda L. Yasukawa
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA 94304, USA,Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA 94305, USA,Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA
| | - Liliana Sánchez-Tacuba
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA 94304, USA,Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA 94305, USA,Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA
| | - Jonathan E. Wosen
- Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | | | - Denise M. Monack
- Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA
| | - Manuel R. Amieva
- Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA,Department of Pediatrics, Stanford University, Stanford, CA 94305, USA
| | - Calvin J. Kuo
- Department of Medicine, Division of Hematology, Stanford University, Stanford, CA 94305, USA
| | - Eugene C. Butcher
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA 94304, USA,Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Harry B. Greenberg
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA 94304, USA,Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA 94305, USA,Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA
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32
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Kuo CJ. Abstract IA08: Organoid modeling of tumor and tissue microenvironments. Cancer Res 2020. [DOI: 10.1158/1538-7445.camodels2020-ia08] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Within the tumor microenvironment are diverse populations including fibroblasts, vasculature, and immune cells, all of which critically regulate cancer progression. A major historical impediment to basic and translational cancer studies has been the lack of in vitro methods that allow tumor epithelium to be robustly cultured together with stromal components. This talk will describe advances in 3D tumor organoid culture that allow tumor cells to be grown in a manner that preserves their native interaction with diverse tumor-infiltrating immune cells and allows analysis of immune checkpoint inhibition. Such organoid modeling of the tumor immune microenvironment within human clinical cancer biopsies will facilitate basic and translational immune-oncology studies. Additional applications to nonmalignant diseases will also be discussed.
Citation Format: Calvin J. Kuo. Organoid modeling of tumor and tissue microenvironments [abstract]. In: Proceedings of the AACR Special Conference on the Evolving Landscape of Cancer Modeling; 2020 Mar 2-5; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2020;80(11 Suppl):Abstract nr IA08.
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Affiliation(s)
- Calvin J. Kuo
- Stanford University School of Medicine, Stanford, CA
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33
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Co JY, Margalef-Català M, Li X, Mah AT, Kuo CJ, Monack DM, Amieva MR. Controlling Epithelial Polarity: A Human Enteroid Model for Host-Pathogen Interactions. Cell Rep 2020; 26:2509-2520.e4. [PMID: 30811997 PMCID: PMC6391775 DOI: 10.1016/j.celrep.2019.01.108] [Citation(s) in RCA: 265] [Impact Index Per Article: 66.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 11/20/2018] [Accepted: 01/30/2019] [Indexed: 01/20/2023] Open
Abstract
Human enteroids-epithelial spheroids derived from primary gastrointestinal tissue-are a promising model to study pathogen-epithelial interactions. However, accessing the apical enteroid surface is challenging because it is enclosed within the spheroid. We developed a technique to reverse enteroid polarity such that the apical surface everts to face the media. Apical-out enteroids maintain proper polarity and barrier function, differentiate into the major intestinal epithelial cell (IEC) types, and exhibit polarized absorption of nutrients. We used this model to study host-pathogen interactions and identified distinct polarity-specific patterns of infection by invasive enteropathogens. Salmonella enterica serovar Typhimurium targets IEC apical surfaces for invasion via cytoskeletal rearrangements, and Listeria monocytogenes, which binds to basolateral receptors, invade apical surfaces at sites of cell extrusion. Despite different modes of entry, both pathogens exit the epithelium within apically extruding enteroid cells. This model will enable further examination of IECs in health and disease.
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Affiliation(s)
- Julia Y Co
- Department of Pediatrics, Division of Infectious Diseases, Stanford University, Stanford, CA 94305, USA
| | - Mar Margalef-Català
- Department of Pediatrics, Division of Infectious Diseases, Stanford University, Stanford, CA 94305, USA
| | - Xingnan Li
- Department of Medicine, Division of Hematology, Stanford University, Stanford, CA 94305, USA
| | - Amanda T Mah
- Department of Medicine, Division of Hematology, Stanford University, Stanford, CA 94305, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University, Stanford, CA 94305, USA
| | - Denise M Monack
- Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA
| | - Manuel R Amieva
- Department of Pediatrics, Division of Infectious Diseases, Stanford University, Stanford, CA 94305, USA; Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA.
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34
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Vaidyanathan S, Salahudeen AA, Sellers ZM, Bravo DT, Choi SS, Batish A, Le W, Baik R, de la O S, Kaushik MP, Galper N, Lee CM, Teran CA, Yoo JH, Bao G, Chang EH, Patel ZM, Hwang PH, Wine JJ, Milla CE, Desai TJ, Nayak JV, Kuo CJ, Porteus MH. High-Efficiency, Selection-free Gene Repair in Airway Stem Cells from Cystic Fibrosis Patients Rescues CFTR Function in Differentiated Epithelia. Cell Stem Cell 2020; 26:161-171.e4. [PMID: 31839569 PMCID: PMC10908575 DOI: 10.1016/j.stem.2019.11.002] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 07/29/2019] [Accepted: 11/11/2019] [Indexed: 12/19/2022]
Abstract
Cystic fibrosis (CF) is a monogenic disorder caused by mutations in the Cystic Fibrosis Transmembrane Conductance Regulator (CFTR) gene. Mortality in CF patients is mostly due to respiratory sequelae. Challenges with gene delivery have limited attempts to treat CF using in vivo gene therapy, and low correction levels have hindered ex vivo gene therapy efforts. We have used Cas9 and adeno-associated virus 6 to correct the ΔF508 mutation in readily accessible upper-airway basal stem cells (UABCs) obtained from CF patients. On average, we achieved 30%-50% allelic correction in UABCs and bronchial epithelial cells (HBECs) from 10 CF patients and observed 20%-50% CFTR function relative to non-CF controls in differentiated epithelia. Furthermore, we successfully embedded the corrected UABCs on an FDA-approved porcine small intestinal submucosal membrane (pSIS), and they retained differentiation capacity. This study supports further development of genetically corrected autologous airway stem cell transplant as a treatment for CF.
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Affiliation(s)
| | - Ameen A Salahudeen
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA
| | - Zachary M Sellers
- Department of Pediatrics, Stanford University, Stanford, CA 94304, USA
| | - Dawn T Bravo
- Department of Otolaryngology-Head and Neck Surgery, Stanford, CA 94305, USA
| | - Shannon S Choi
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA
| | - Arpit Batish
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA
| | - Wei Le
- Department of Otolaryngology-Head and Neck Surgery, Stanford, CA 94305, USA
| | - Ron Baik
- Department of Pediatrics, Stanford University, Stanford, CA 94304, USA
| | - Sean de la O
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA
| | - Milan P Kaushik
- Department of Pediatrics, Stanford University, Stanford, CA 94304, USA
| | - Noah Galper
- Department of Pediatrics, Stanford University, Stanford, CA 94304, USA
| | - Ciaran M Lee
- Department of Bioengineering, Rice University, Houston, TX 77030, USA
| | | | - Jessica H Yoo
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA
| | - Gang Bao
- Department of Bioengineering, Rice University, Houston, TX 77030, USA
| | - Eugene H Chang
- Department of Otolaryngology, University of Arizona, Tucson, Tucson, AZ 85724, USA
| | - Zara M Patel
- Department of Otolaryngology-Head and Neck Surgery, Stanford, CA 94305, USA
| | - Peter H Hwang
- Department of Otolaryngology-Head and Neck Surgery, Stanford, CA 94305, USA
| | - Jeffrey J Wine
- Department of Psychology, Stanford University, Stanford, CA 94305, USA
| | - Carlos E Milla
- Department of Pediatrics, Stanford University, Stanford, CA 94304, USA
| | - Tushar J Desai
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA.
| | - Jayakar V Nayak
- Department of Otolaryngology-Head and Neck Surgery, Stanford, CA 94305, USA.
| | - Calvin J Kuo
- Department of Internal Medicine, Stanford University, Stanford, CA 94305, USA.
| | - Matthew H Porteus
- Department of Pediatrics, Stanford University, Stanford, CA 94304, USA.
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35
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Luca VC, Miao Y, Li X, Hollander MJ, Kuo CJ, Garcia KC. Surrogate R-spondins for tissue-specific potentiation of Wnt Signaling. PLoS One 2020; 15:e0226928. [PMID: 31914456 PMCID: PMC6949110 DOI: 10.1371/journal.pone.0226928] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 12/06/2019] [Indexed: 12/22/2022] Open
Abstract
Secreted R-spondin1-4 proteins (RSPO1-4) orchestrate stem cell renewal and tissue homeostasis by potentiating Wnt/β-catenin signaling. RSPOs induce the turnover of negative Wnt regulators RNF43 and ZNRF3 through a process that requires RSPO interactions with Leucine-rich repeat-containing G-protein coupled receptors (LGRs), or through an LGR-independent mechanism that is enhanced by RSPO binding to heparin sulfate proteoglycans (HSPGs). Here, we describe the engineering of 'surrogate RSPOs' that function independently of LGRs to potentiate Wnt signaling on cell types expressing a target surface marker. These bispecific proteins were generated by fusing an RNF43- or ZNRF3-specific single chain antibody variable fragment (scFv) to the immune cytokine IL-2. Surrogate RSPOs mimic the function of natural RSPOs by crosslinking the extracellular domain (ECD) of RNF43 or ZNRF3 to the ECD of the IL-2 receptor CD25, which sequesters the complex and results in highly selective amplification of Wnt signaling on CD25+ cells. Furthermore, surrogate RSPOs were able substitute for wild type RSPO in a colon organoid growth assay when intestinal stem cells were transduced to express CD25. Our results provide proof-of-concept for a technology that may be adapted for use on a broad range of cell- or tissue-types and will open new avenues for the development of Wnt-based therapeutics for regenerative medicine.
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Affiliation(s)
- Vincent C. Luca
- Department of Molecular and Cellular Physiology, Howard Hughes Medical Institute, and Department of Structural Biology, Stanford University School of Medicine, Stanford, California, United States of America
- * E-mail: (VCL); (KCG)
| | - Yi Miao
- Department of Molecular and Cellular Physiology, Howard Hughes Medical Institute, and Department of Structural Biology, Stanford University School of Medicine, Stanford, California, United States of America
| | - Xingnan Li
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, California, United States of America
| | - Michael J. Hollander
- Department of Bioengineering, Stanford University, Stanford, California, United States of America
| | - Calvin J. Kuo
- Division of Hematology, Department of Medicine, Stanford University School of Medicine, Stanford, California, United States of America
| | - K. Christopher Garcia
- Department of Molecular and Cellular Physiology, Howard Hughes Medical Institute, and Department of Structural Biology, Stanford University School of Medicine, Stanford, California, United States of America
- * E-mail: (VCL); (KCG)
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Kratochvil MJ, Seymour AJ, Li TL, Paşca SP, Kuo CJ, Heilshorn SC. Engineered materials for organoid systems. Nat Rev Mater 2019; 4:606-622. [PMID: 33552558 PMCID: PMC7864216 DOI: 10.1038/s41578-019-0129-9] [Citation(s) in RCA: 199] [Impact Index Per Article: 39.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 07/04/2019] [Indexed: 04/14/2023]
Abstract
Organoids are 3D cell culture systems that mimic some of the structural and functional characteristics of an organ. Organoid cultures provide the opportunity to study organ-level biology in models that mimic human physiology more closely than 2D cell culture systems or non-primate animal models. Many organoid cultures rely on decellularized extracellular matrices as scaffolds, which are often poorly chemically defined and allow only limited tunability and reproducibility. By contrast, the biochemical and biophysical properties of engineered matrices can be tuned and optimized to support the development and maturation of organoid cultures. In this Review, we highlight how key cell-matrix interactions guiding stem-cell decisions can inform the design of biomaterials for the reproducible generation and control of organoid cultures. We survey natural, synthetic and protein-engineered hydrogels for their applicability to different organoid systems and discuss biochemical and mechanical material properties relevant for organoid formation. Finally, dynamic and cell-responsive material systems are investigated for their future use in organoid research.
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Affiliation(s)
- Michael J. Kratochvil
- Department of Materials Science and Engineering, Stanford University, Stanford, CA, USA
- Division of Infectious Diseases, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Alexis J. Seymour
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Thomas L. Li
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
- Department of Chemistry, Stanford University, Stanford, CA, USA
| | - Sergiu P. Paşca
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
| | - Calvin J. Kuo
- Division of Hematology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Sarah C. Heilshorn
- Department of Materials Science and Engineering, Stanford University, Stanford, CA, USA
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37
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Wosen JE, Ilstad-Minnihan A, Co JY, Jiang W, Mukhopadhyay D, Fernandez-Becker NQ, Kuo CJ, Amieva MR, Mellins ED. Human Intestinal Enteroids Model MHC-II in the Gut Epithelium. Front Immunol 2019; 10:1970. [PMID: 31481960 PMCID: PMC6710476 DOI: 10.3389/fimmu.2019.01970] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Accepted: 08/05/2019] [Indexed: 01/14/2023] Open
Abstract
The role of intestinal epithelial cells (IECs) in mucosal tolerance and immunity remains poorly understood. We present a method for inducing MHC class II (MHC-II) in human enteroids, "mini-guts" derived from small intestinal crypt stem cells, and show that the intracellular MHC-II peptide-pathway is intact and functional in IECs. Our approach enables human enteroids to be used for novel in vitro studies into IEC MHC-II regulation and function during health and disease.
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Affiliation(s)
- Jonathan E. Wosen
- Program in Immunology, Department of Pediatrics, Stanford University, Stanford, CA, United States
| | | | - Julia Y. Co
- Division of Infectious Diseases, Department of Pediatrics, Stanford University, Stanford, CA, United States
| | - Wei Jiang
- Program in Immunology, Department of Pediatrics, Stanford University, Stanford, CA, United States
| | - Dhriti Mukhopadhyay
- Program in Immunology, Department of Pediatrics, Stanford University, Stanford, CA, United States
| | - Nielsen Q. Fernandez-Becker
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University, Stanford, CA, United States
| | - Calvin J. Kuo
- Division of Hematology, Department of Medicine, Stanford University, Stanford, CA, United States
| | - Manuel R. Amieva
- Division of Infectious Diseases, Department of Pediatrics, Stanford University, Stanford, CA, United States
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, United States
| | - Elizabeth D. Mellins
- Program in Immunology, Department of Pediatrics, Stanford University, Stanford, CA, United States
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Li H, Miki T, Almeida GMD, Hanashima C, Matsuzaki T, Kuo CJ, Watanabe N, Noda M. RECK in Neural Precursor Cells Plays a Critical Role in Mouse Forebrain Angiogenesis. iScience 2019; 19:559-571. [PMID: 31445376 PMCID: PMC6713797 DOI: 10.1016/j.isci.2019.08.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 05/28/2019] [Accepted: 08/05/2019] [Indexed: 01/10/2023] Open
Abstract
RECK in neural precursor cells (NPCs) was previously found to support Notch-dependent neurogenesis in mice. On the other hand, recent studies implicate RECK in endothelial cells (ECs) in WNT7-triggered canonical WNT signaling essential for brain angiogenesis. Here we report that RECK in NPCs is also critical for brain angiogenesis. When Reck is inactivated in Foxg1-positive NPCs, mice die shortly after birth with hemorrhage in the forebrain, with angiogenic sprouts stalling at the periphery and forming abnormal aggregates reminiscent of those in EC-selective Reck knockout mice and Wnt7a/b-deficient mice. The hemorrhage can be pharmacologically suppressed by lithium chloride. An effect of RECK in WNT7-producing cells to enhance canonical WNT-signaling in reporter cells is detectable in mixed culture but not with conditioned medium. Our findings suggest that NPC-expressed RECK has a non-cell-autonomous function to promote forebrain angiogenesis through contact-dependent enhancement of WNT signaling in ECs, implying possible involvement of RECK in neurovascular coupling. Mice lacking RECK in Foxg1-positive neural precursor cells die shortly after birth These mice show vascular defects similar to those in mice lacking endothelial RECK The vascular phenotype can be suppressed by LiCl, an activator of WNT signaling RECK in WNT7-producing cell enhances contact-dependent WNT signaling in adjacent cells
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Affiliation(s)
- Huiping Li
- Department of Molecular Oncology, Kyoto University Graduate School of Medicine, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan; Laboratory of Single-Molecule Cell Biology, Kyoto University Graduate School of Biostudies, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Takao Miki
- Department of Molecular Oncology, Kyoto University Graduate School of Medicine, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Glícia Maria de Almeida
- Department of Molecular Oncology, Kyoto University Graduate School of Medicine, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Carina Hanashima
- Department of Biology, Faculty of Education and Integrated Arts and Sciences, Waseda University, Shinjuku-ku, Tokyo 162-8480, Japan
| | - Tomoko Matsuzaki
- Department of Molecular Oncology, Kyoto University Graduate School of Medicine, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Calvin J Kuo
- Stanford University School of Medicine, Department of Medicine, Division of Hematology, Lokey Stem Cell Research Building, 265 Campus Drive, Stanford, CA 94305, USA
| | - Naoki Watanabe
- Laboratory of Single-Molecule Cell Biology, Kyoto University Graduate School of Biostudies, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan; Department of Pharmacology, Kyoto University Graduate School of Medicine, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Makoto Noda
- Department of Molecular Oncology, Kyoto University Graduate School of Medicine, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan.
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Gruber JJ, Geller B, Lipchik AM, Chen J, Salahudeen AA, Ram AN, Ford JM, Kuo CJ, Snyder MP. HAT1 Coordinates Histone Production and Acetylation via H4 Promoter Binding. Mol Cell 2019; 75:711-724.e5. [PMID: 31278053 DOI: 10.1016/j.molcel.2019.05.034] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 03/08/2019] [Accepted: 05/28/2019] [Indexed: 12/18/2022]
Abstract
The energetic costs of duplicating chromatin are large and therefore likely depend on nutrient sensing checkpoints and metabolic inputs. By studying chromatin modifiers regulated by epithelial growth factor, we identified histone acetyltransferase 1 (HAT1) as an induced gene that enhances proliferation through coordinating histone production, acetylation, and glucose metabolism. In addition to its canonical role as a cytoplasmic histone H4 acetyltransferase, we isolated a HAT1-containing complex bound specifically at promoters of H4 genes. HAT1-dependent transcription of H4 genes required an acetate-sensitive promoter element. HAT1 expression was critical for S-phase progression and maintenance of H3 lysine 9 acetylation at proliferation-associated genes, including histone genes. Therefore, these data describe a feedforward circuit whereby HAT1 captures acetyl groups on nascent histones and drives H4 production by chromatin binding to support chromatin replication and acetylation. These findings have important implications for human disease, since high HAT1 levels associate with poor outcomes across multiple cancer types.
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Affiliation(s)
- Joshua J Gruber
- Department of Medicine, Oncology Division, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA; Department of Genetics, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - Benjamin Geller
- Department of Genetics, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - Andrew M Lipchik
- Department of Genetics, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - Justin Chen
- Department of Genetics, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - Ameen A Salahudeen
- Department of Medicine, Hematology Division, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - Ashwin N Ram
- Department of Genetics, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - James M Ford
- Department of Medicine, Oncology Division, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA; Department of Genetics, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - Calvin J Kuo
- Department of Medicine, Hematology Division, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA
| | - Michael P Snyder
- Department of Genetics, Stanford School of Medicine, Stanford University, Palo Alto, CA 94304, USA.
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Chuah YY, Lee YY, Lin LF, Kuo CJ. Fatal anaphylaxis of ranitidine injection : have we not learnt the lesson yet? Acta Gastroenterol Belg 2019; 82:449-450. [PMID: 31566338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Affiliation(s)
- Y Y Chuah
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Ping Tung Christian Hospital, Taiwan
| | - Y Y Lee
- Department of Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia
| | - L F Lin
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Ping Tung Christian Hospital, Taiwan
| | - C J Kuo
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Ping Tung Christian Hospital, Taiwan
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Dang LT, Miao Y, Ha A, Yuki K, Park K, Janda CY, Jude KM, Mohan K, Ha N, Vallon M, Yuan J, Vilches-Moure JG, Kuo CJ, Garcia KC, Baker D. Receptor subtype discrimination using extensive shape complementary designed interfaces. Nat Struct Mol Biol 2019; 26:407-414. [PMID: 31086346 PMCID: PMC6582999 DOI: 10.1038/s41594-019-0224-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2019] [Accepted: 04/03/2019] [Indexed: 01/14/2023]
Abstract
Discriminating between closely related members of a protein family which differ at a limited number of spatially distant positions is a challenge for drug discovery. We describe an approach for computationally designing binders targeting functional sites with large, shape complementary interfaces to ‘read out’ subtle sequence differences for sub-type specific antagonism. Repeat proteins are computationally docked against a functionally relevant region of the target protein surface that varies in the different subtypes, and the interface sequences are optimized for affinity and specificity first computationally and then experimentally. We used this approach to generate a series of human Frizzled (Fz) subtype-selective antagonists with extensive shape complementary interaction surfaces considerably larger than those of repeat proteins selected from random libraries. In vivo administration revealed that Wnt-dependent pericentral liver gene expression involves multiple Fz subtypes, while maintenance of the intestinal crypt stem cell compartment involves only a limited subset.
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Affiliation(s)
- Luke T Dang
- Department of Biochemistry, University of Washington, Seattle, WA, USA.,Institute for Protein Design, University of Washington, Seattle, WA, USA.,Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA
| | - Yi Miao
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA.,Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Andrew Ha
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Kanako Yuki
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Keunwan Park
- Systems Biotechnology Research Center, Korea Institute of Science and Technology, Gangneung, Republic of Korea
| | - Claudia Y Janda
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA.,Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA.,Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Kevin M Jude
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA.,Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Kritika Mohan
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA.,Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Nhi Ha
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Mario Vallon
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Jenny Yuan
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - José G Vilches-Moure
- Department of Comparative Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - K Christopher Garcia
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA. .,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA. .,Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA.
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA, USA. .,Institute for Protein Design, University of Washington, Seattle, WA, USA. .,Howard Hughes Medical Institute, University of Washington, Seattle, WA, USA.
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Yang SR, Bouhlal Y, De La Vega FM, Ballard M, West RB, Sibley RK, Kuo CJ, Vilborg A, Allison KH. Abstract P3-10-12: ERBB2 copy number analysis of invasive breast carcinoma using digital droplet PCR and targeted next-generation sequencing: A focus on 'non-classical' HER2 FISH groups using the 2018 ASCO/CAP HER2 testing guideline. Cancer Res 2019. [DOI: 10.1158/1538-7445.sabcs18-p3-10-12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Non-classical HER2 FISH results were recently reclassified in the 2018 HER2 guidelines update, and concurrent IHC testing was recommended as part of additional workup to determine the final HER2 status in these groups. In this study, we explored the genomic landscape of HER2 FISH groups using digital droplet PCR (ddPCR) and targeted next-generation sequencing (NGS) on invasive breast carcinomas.
Methods: Fifty-one clinical samples with HER2 FISH and IHC results were included in our analysis and classified into FISH groups based on the updated 2018 ASCO/CAP HER2 testing guideline: (i) Group 1A with ratio ≥2 and signals/cell ≥6, (ii) Group 1B with ratio ≥2 and signals/cell ≥4 and <6, (iii) Group 2 with ratio ≥2 and signals/cell <4, (iv) Group 3 with ratio <2 and signals/cell ≥6, (v) Group 4 with ratio <2 and signals/cell ≥4 and <6, and (vi) Group 5 with ratio <2 and signals/cell <4. Formalin-fixed paraffin-embedded samples were analyzed using two ddPCR assays each targeting an exon in the ERBB2 tyrosine kinase domain (exon 19 and 21, respectively) and a 130-gene NGS-based assay. For ddPCR, ERBB2 amplification status was determined from ddPCR ratios by using a recently published algorithm (Otsuji et al. 2017). For targeted NGS, ERBB2 amplification was called when copy number gains were detected in the majority of exons in ERBB2 (>50% of exons).
Results: Mean ddPCR ratios varied amongst the different FISH groups (P < 0.0001). As expected, patients with Group 1A had the highest mean ddPCR ratios compared to those with other FISH findings (P < 0.0001). Furthermore, there was a correlation between ERBB2 ddPCR ratios and HER2 FISH ratios (ρe19 = 0.4435, P = 0.001 and ρe21 = 0.4644, P = 0.0006). Using ddPCR, ERBB2 amplifications were detected in all classically amplified Group 1A cases (5/5) and in none of the classically non-amplified Group 5 cases (0/12). Interestingly, ddPCR assays called ERBB2 amplification in four cases with non-classical results: one in Group 2 (1/6), two in Group 3 (2/6), and one in Group 4 (1/17), including two cases in Groups 3 and 4 which also showed concomitant HER2 overexpression by IHC (3+). Similarly, targeted NGS revealed ERBB2 amplification in all Group 1A cases (5/5) and in none of the Group 5 cases (0/12). Furthermore, NGS detected amplification in three non-classical cases: one in Group 1B (1/5), one in Group 3 (1/6), and one in Group 4 (1/17), including one case in Group 1B which was not called amplified by ddPCR. Notably, the three cases with amplification by NGS were the only three cases in the non-classical groups with HER2 overexpression by IHC. Overall, there was a strong concordance between ERBB2 amplification status by ddPCR/NGS and HER2 overexpression by IHC (κe19 = 0.79, κe21 = 0.92, κNGS = 1.0).
Conclusion: ERBB2 amplification using ddPCR and NGS is correlated with HER2 overexpression in both classical and non-classical FISH groups, thus providing genomic evidence to support the recent recommendation for concurrent IHC testing in cases with unusual FISH results. Our findings also highlight a potential role of ddPCR and targeted NGS in the workup of challenging HER2 cases.
Citation Format: Yang S-R, Bouhlal Y, De La Vega FM, Ballard M, West RB, Sibley RK, Kuo CJ, Vilborg A, Allison KH. ERBB2 copy number analysis of invasive breast carcinoma using digital droplet PCR and targeted next-generation sequencing: A focus on 'non-classical' HER2 FISH groups using the 2018 ASCO/CAP HER2 testing guideline [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr P3-10-12.
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Affiliation(s)
- S-R Yang
- Stanford University School of Medicine, Stanford, CA; TOMA Biosciences, Foster City, CA
| | - Y Bouhlal
- Stanford University School of Medicine, Stanford, CA; TOMA Biosciences, Foster City, CA
| | - FM De La Vega
- Stanford University School of Medicine, Stanford, CA; TOMA Biosciences, Foster City, CA
| | - M Ballard
- Stanford University School of Medicine, Stanford, CA; TOMA Biosciences, Foster City, CA
| | - RB West
- Stanford University School of Medicine, Stanford, CA; TOMA Biosciences, Foster City, CA
| | - RK Sibley
- Stanford University School of Medicine, Stanford, CA; TOMA Biosciences, Foster City, CA
| | - CJ Kuo
- Stanford University School of Medicine, Stanford, CA; TOMA Biosciences, Foster City, CA
| | - A Vilborg
- Stanford University School of Medicine, Stanford, CA; TOMA Biosciences, Foster City, CA
| | - KH Allison
- Stanford University School of Medicine, Stanford, CA; TOMA Biosciences, Foster City, CA
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43
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Wang TC, Martin MG, Kuo CJ, Klein OD, Niland J. Introduction to themed series on intestinal stem cells and the NIDDK Intestinal Stem Cell Consortium. Am J Physiol Gastrointest Liver Physiol 2019; 316:G247-G250. [PMID: 30548077 DOI: 10.1152/ajpgi.00146.2018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Timothy C Wang
- Division of Digestive and Liver Diseases, Columbia University Medical Center , New York, New York
| | - Martin G Martin
- Department of Pediatrics, Division of Gastroenterology and Nutrition, Mattel Children's Hospital and the David Geffen School of Medicine, University of California , Los Angeles, California
| | - Calvin J Kuo
- Division of Hematology, Department of Medicine, Stanford University School of Medicine , Stanford, California
| | - Ophir D Klein
- Department of Orofacial Sciences and Program in Craniofacial Biology and Department of Pediatrics and Institute for Human Genetics, University of California , San Francisco, California
| | - Joyce Niland
- Department of Diabetes and Cancer Discovery Science, City of Hope Comprehensive Cancer Center, Duarte, California
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Neal JT, Li X, Zhu J, Giangarra V, Grzeskowiak CL, Ju J, Liu IH, Chiou SH, Salahudeen AA, Smith AR, Deutsch BC, Liao L, Zemek AJ, Zhao F, Karlsson K, Schultz LM, Metzner TJ, Nadauld LD, Tseng YY, Alkhairy S, Oh C, Keskula P, Mendoza-Villanueva D, De La Vega FM, Kunz PL, Liao JC, Leppert JT, Sunwoo JB, Sabatti C, Boehm JS, Hahn WC, Zheng GXY, Davis MM, Kuo CJ. Organoid Modeling of the Tumor Immune Microenvironment. Cell 2018; 175:1972-1988.e16. [PMID: 30550791 PMCID: PMC6656687 DOI: 10.1016/j.cell.2018.11.021] [Citation(s) in RCA: 745] [Impact Index Per Article: 124.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2018] [Revised: 09/25/2018] [Accepted: 11/14/2018] [Indexed: 02/07/2023]
Abstract
In vitro cancer cultures, including three-dimensional organoids, typically contain exclusively neoplastic epithelium but require artificial reconstitution to recapitulate the tumor microenvironment (TME). The co-culture of primary tumor epithelia with endogenous, syngeneic tumor-infiltrating lymphocytes (TILs) as a cohesive unit has been particularly elusive. Here, an air-liquid interface (ALI) method propagated patient-derived organoids (PDOs) from >100 human biopsies or mouse tumors in syngeneic immunocompetent hosts as tumor epithelia with native embedded immune cells (T, B, NK, macrophages). Robust droplet-based, single-cell simultaneous determination of gene expression and immune repertoire indicated that PDO TILs accurately preserved the original tumor T cell receptor (TCR) spectrum. Crucially, human and murine PDOs successfully modeled immune checkpoint blockade (ICB) with anti-PD-1- and/or anti-PD-L1 expanding and activating tumor antigen-specific TILs and eliciting tumor cytotoxicity. Organoid-based propagation of primary tumor epithelium en bloc with endogenous immune stroma should enable immuno-oncology investigations within the TME and facilitate personalized immunotherapy testing.
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Affiliation(s)
- James T Neal
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Xingnan Li
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Junjie Zhu
- Department of Electrical Engineering, Stanford University School of Engineering, Stanford, CA, USA
| | | | - Caitlin L Grzeskowiak
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Jihang Ju
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Iris H Liu
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Shin-Heng Chiou
- Institute for Immunity, Transplantation, and Infection, Stanford University School of Medicine, Stanford, CA, USA
| | - Ameen A Salahudeen
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Amber R Smith
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Brian C Deutsch
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Lillian Liao
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Allison J Zemek
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Fan Zhao
- Institute for Immunity, Transplantation, and Infection, Stanford University School of Medicine, Stanford, CA, USA
| | - Kasper Karlsson
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Liora M Schultz
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Thomas J Metzner
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA
| | - Lincoln D Nadauld
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA
| | - Yuen-Yi Tseng
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Coyin Oh
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Paula Keskula
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | | | - Pamela L Kunz
- Department of Medicine, Division of Oncology, Stanford University School of Medicine, Stanford, CA, USA
| | - Joseph C Liao
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA
| | - John T Leppert
- Department of Urology, Stanford University School of Medicine, Stanford, CA, USA
| | - John B Sunwoo
- Department of Otolaryngology, Stanford University School of Medicine, Stanford, CA, USA
| | - Chiara Sabatti
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, USA; Department of Statistics, Stanford University School of Humanities and Sciences, Stanford, CA, USA
| | - Jesse S Boehm
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - William C Hahn
- Broad Institute of Harvard and MIT, Cambridge, MA, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Mark M Davis
- Institute for Immunity, Transplantation, and Infection, Stanford University School of Medicine, Stanford, CA, USA; Howard Hughes Medical Institute and Department of Microbiology and Immunology, Stanford University, Stanford, CA, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA, USA.
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Bankaitis ED, Ha A, Kuo CJ, Magness ST. Reserve Stem Cells in Intestinal Homeostasis and Injury. Gastroenterology 2018; 155:1348-1361. [PMID: 30118745 PMCID: PMC7493459 DOI: 10.1053/j.gastro.2018.08.016] [Citation(s) in RCA: 104] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Revised: 07/17/2018] [Accepted: 08/01/2018] [Indexed: 02/07/2023]
Abstract
Renewal of the intestinal epithelium occurs approximately every week and requires a careful balance between cell proliferation and differentiation to maintain proper lineage ratios and support absorptive, secretory, and barrier functions. We review models used to study the mechanisms by which intestinal stem cells (ISCs) fuel the rapid turnover of the epithelium during homeostasis and might support epithelial regeneration after injury. In anatomically defined zones of the crypt stem cell niche, phenotypically distinct active and reserve ISC populations are believed to support homeostatic epithelial renewal and injury-induced regeneration, respectively. However, other cell types previously thought to be committed to differentiated states might also have ISC activity and participate in regeneration. Efforts are underway to reconcile the proposed relatively strict hierarchical relationships between reserve and active ISC pools and their differentiated progeny; findings from models provide evidence for phenotypic plasticity that is common among many if not all crypt-resident intestinal epithelial cells. We discuss the challenges to consensus on ISC nomenclature, technical considerations, and limitations inherent to methodologies used to define reserve ISCs, and the need for standardized metrics to quantify and compare the relative contributions of different epithelial cell types to homeostatic turnover and post-injury regeneration. Increasing our understanding of the high-resolution genetic and epigenetic mechanisms that regulate reserve ISC function and cell plasticity will help refine these models and could affect approaches to promote tissue regeneration after intestinal injury.
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Affiliation(s)
- Eric D. Bankaitis
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC,Center for Gastrointestinal Biology & Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Andrew Ha
- Department of Medicine, Hematology Division, and Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305,Department of Biology, Stanford University, Stanford, CA 94305
| | - Calvin J. Kuo
- Department of Medicine, Hematology Division, and Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA 94305,Co-Corresponding Authors: Calvin J. Kuo: , Scott T. Magness: , Calvin J. Kuo: Stanford University School of Medicine, Lokey Stem Cell Research Building G2034A, 265 Campus Drive, Stanford, CA 94305; Scott T. Magness, University of North Carolina at Chapel Hill, 111 Mason Farm Rd. CB# 7032, MBRB Rm 4337, Chapel Hill, NC, 27599
| | - Scott T. Magness
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC,Joint Departments of Biomedical Engineering, University of North Carolina at Chapel Hill/North Carolina State University, Chapel Hill, NC,Department of Cell Biology & Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC,Center for Gastrointestinal Biology & Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC,Co-Corresponding Authors: Calvin J. Kuo: , Scott T. Magness: , Calvin J. Kuo: Stanford University School of Medicine, Lokey Stem Cell Research Building G2034A, 265 Campus Drive, Stanford, CA 94305; Scott T. Magness, University of North Carolina at Chapel Hill, 111 Mason Farm Rd. CB# 7032, MBRB Rm 4337, Chapel Hill, NC, 27599
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46
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Santos AJM, Lo YH, Mah AT, Kuo CJ. The Intestinal Stem Cell Niche: Homeostasis and Adaptations. Trends Cell Biol 2018; 28:1062-1078. [PMID: 30195922 DOI: 10.1016/j.tcb.2018.08.001] [Citation(s) in RCA: 137] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 08/02/2018] [Accepted: 08/07/2018] [Indexed: 12/20/2022]
Abstract
The intestinal epithelium is a rapidly renewing cellular compartment. This constant regeneration is a hallmark of intestinal homeostasis and requires a tightly regulated balance between intestinal stem cell (ISC) proliferation and differentiation. Since intestinal epithelial cells directly contact pathogenic environmental factors that continuously challenge their integrity, ISCs must also actively divide to facilitate regeneration and repair. Understanding niche adaptations that maintain ISC activity during homeostatic renewal and injury-induced intestinal regeneration is therefore a major and ongoing focus for stem cell biology. Here, we review recent concepts and propose an active interconversion of the ISC niche between homeostasis and injury-adaptive states that is superimposed upon an equally dynamic equilibrium between active and reserve ISC populations.
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Affiliation(s)
- António J M Santos
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Yuan-Hung Lo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Amanda T Mah
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA.
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Salahudeen AA, Zhu J, Ju J, Batish A, Sutha K, Neal JT, Giangarra V, Montesclaros L, Sapida J, Sharifi O, Lee J, Zheng GX, Wagh DA, Coller JA, Neal JW, Padda SK, Sabatti C, Kuo CJ. Abstract 987: Organoid-based characterization of patient tumors and microenvironments at single cell resolution. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The advent of microenvironment directed cancer treatments such as antiangiogenic agents and recent immunotherapies have produced a pressing need for robust and systematic characterization of patient tumors and corresponding stromal populations. However, in vitro cultures of tumor biopsies do not typically preserve both the tumor epithelium and tumor microenvironment as an intact syngeneic unit. To address these limitations, we developed organoid cultures of surgically resected patient cancer biopsies that intrinsically retain diverse tumor microenvironmental cellular components without requiring reconstitution. We compared transcriptome profiles of fresh tumor cell populations to organoid cultures by droplet based single cell 5' RNA sequencing (scRNA-seq). Analysis of >50k single cell transcriptome profiles revealed tumor and stromal cell populations including tumor epithelia, fibroblasts and immune cells in fresh tumors. scRNA-seq of organoid cultures revealed a similar composition of native cancer cells and stromal components in both immune and non immune populations. In particular, 5' scRNA-seq enabled simultaneous characterization of paired T cell receptor alpha and beta chains as well as generalized gene expression in individual cells. We observed clonotype expansion of cytotoxic T cells in both fresh tumors and organoid cultures. The faithful recapitulation of tumor microenvironmental diversity within human organoid cultures should facilitate the in vitro exploration of immunotherapeutic agents and modeling of associated patient-specific responses.
Citation Format: Ameen A. Salahudeen, Junjie Zhu, Jihang Ju, Arpit Batish, Ken Sutha, James T. Neal, Valeria Giangarra, Luz Montesclaros, Jerald Sapida, Osman Sharifi, Josephine Lee, Grace X. Zheng, Dhananjay A. Wagh, John A. Coller, Joel W. Neal, Sukhmani K. Padda, Chiara Sabatti, Calvin J. Kuo. Organoid-based characterization of patient tumors and microenvironments at single cell resolution [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 987.
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Affiliation(s)
| | - Junjie Zhu
- 2Stanford School of Engineering, Stanford, CA
| | - Jihang Ju
- 1Stanford School of Medicine, Stanford, CA
| | | | - Ken Sutha
- 1Stanford School of Medicine, Stanford, CA
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48
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Zhu J, Salahudeen AA, Giangarra V, Montesclaros L, Sapida J, Sharifi O, Lee J, Zheng GX, Wagh D, Coller J, Sabatti C, Kuo CJ. Abstract 5672: Facile generation of single-cell transcriptome and immune repertoire freshly isolated from clinical tumor specimens. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-5672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Immunotherapies including cell-based therapies generate deep and durable responses in patients with chemotherapy-refractory cancers. However, in solid tumors, particularly those with stereotypic driver mutations and resultant neoantigens, the clonality and cell states of tumor-infiltrating lymphocytes (TILs) remain poorly understood. Here, we use a droplet-based 5' single-cell RNA-sequencing (scRNA-seq) to simultaneously profile transcriptome and immune repertoire of the same cells, enabling the phenotypic characterization (including cytotoxic and helper T, B, T regulatory and exhausted T cells) of each clonotype. We performed scRNA-seq on unsorted and CD45+-FACS sorted cells from fresh clinical samples of multiple tissue types, including lung, liver and kidney, and obtained on average tens of thousands of cells per sample. We demonstrated that high-quality single-cell suspension can be rapidly and reliably generated from clinical samples. We devised different diversity metrics to appropriately classify the immune repertoire within samples, and cross samples of different tissues. We observed distinct cell type compositions and, more importantly, context-specific T-cell clonal expansion patterns, suggesting the activation of different molecular programs in these tumors. In addition, comparison of non-small cell lung cancer (NSCLC) tumors varying by histology type and patient smoking status showed differences among these phenotypes, suggesting a potential link between immune microenvironments and cancer etiology. In summary, we provide a proof of concept for rapid generation of large number of single-cell transcriptomes of TILs paired with their corresponding TCR cDNA sequence in fresh tumor samples across different tissue types. Further analysis with this methodology on larger clinical cohorts will provide robust correlative prognostic markers of clinical phenotypes of immunotherapy responses. Our analysis strategy of TCR sequences among large clinical cohorts across multiple tumor types will facilitate cell-based therapeutic efforts, including CAR T cell or autologous T cell therapies.
Citation Format: Junjie Zhu, Ameen A. Salahudeen, Valeria Giangarra, Luz Montesclaros, Jerald Sapida, Osman Sharifi, Josephine Lee, Grace X. Zheng, Dhananjay Wagh, John Coller, Chiara Sabatti, Calvin J. Kuo. Facile generation of single-cell transcriptome and immune repertoire freshly isolated from clinical tumor specimens [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 5672.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - John Coller
- 3Stanford Functional Genomics Facility, Stanford, CA
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49
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Ding S, Diep J, Feng N, Ren L, Li B, Ooi YS, Wang X, Brulois KF, Yasukawa LL, Li X, Kuo CJ, Solomon DA, Carette JE, Greenberg HB. STAG2 deficiency induces interferon responses via cGAS-STING pathway and restricts virus infection. Nat Commun 2018; 9:1485. [PMID: 29662124 PMCID: PMC5902600 DOI: 10.1038/s41467-018-03782-z] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2017] [Accepted: 03/13/2018] [Indexed: 12/18/2022] Open
Abstract
Cohesin is a multi-subunit nuclear protein complex that coordinates sister chromatid separation during cell division. Highly frequent somatic mutations in genes encoding core cohesin subunits have been reported in multiple cancer types. Here, using a genome-wide CRISPR-Cas9 screening approach to identify host dependency factors and novel innate immune regulators of rotavirus (RV) infection, we demonstrate that the loss of STAG2, an important component of the cohesin complex, confers resistance to RV replication in cell culture and human intestinal enteroids. Mechanistically, STAG2 deficiency results in spontaneous genomic DNA damage and robust interferon (IFN) expression via the cGAS-STING cytosolic DNA-sensing pathway. The resultant activation of JAK-STAT signaling and IFN-stimulated gene (ISG) expression broadly protects against virus infections, including RVs. Our work highlights a previously undocumented role of the cohesin complex in regulating IFN homeostasis and identifies new therapeutic avenues for manipulating the innate immunity.
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Affiliation(s)
- Siyuan Ding
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, 94305, USA
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, 94305, USA
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA, 94304, USA
| | - Jonathan Diep
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, 94305, USA
| | - Ningguo Feng
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, 94305, USA
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, 94305, USA
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA, 94304, USA
| | - Lili Ren
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, 94305, USA
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, 94305, USA
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA, 94304, USA
- School of Pharmaceutical Sciences, Nanjing Tech University, 211816, Nanjing, China
| | - Bin Li
- Institute of Veterinary Medicine, Jiangsu Academy of Agricultural Sciences, 210014, Nanjing, China
| | - Yaw Shin Ooi
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, 94305, USA
| | - Xin Wang
- Department of Immunology, Cleveland Clinic, Cleveland, OH, 44195, USA
- Key Laboratory of Marine Drugs, Ministry of Education, Ocean University of China, 266071, Qingdao, China
| | - Kevin F Brulois
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA, 94304, USA
- Department of Pathology, Stanford University, Stanford, CA, 94305, USA
| | - Linda L Yasukawa
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, 94305, USA
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, 94305, USA
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA, 94304, USA
| | - Xingnan Li
- Department of Medicine, Division of Hematology, Stanford University, Stanford, CA, 94305, USA
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University, Stanford, CA, 94305, USA
| | - David A Solomon
- Department of Pathology, University of California, San Francisco, CA, 94143, USA
| | - Jan E Carette
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, 94305, USA
| | - Harry B Greenberg
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, 94305, USA.
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University, Stanford, CA, 94305, USA.
- Palo Alto Veterans Institute of Research, VA Palo Alto Health Care System, Palo Alto, CA, 94304, USA.
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50
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Zhang B, Nguyen LXT, Li L, Zhao D, Kumar B, Wu H, Lin A, Pellicano F, Hopcroft L, Su YL, Copland M, Holyoake TL, Kuo CJ, Bhatia R, Snyder DS, Ali H, Stein AS, Brewer C, Wang H, McDonald T, Swiderski P, Troadec E, Chen CC, Dorrance A, Pullarkat V, Yuan YC, Perrotti D, Carlesso N, Forman SJ, Kortylewski M, Kuo YH, Marcucci G. Bone marrow niche trafficking of miR-126 controls the self-renewal of leukemia stem cells in chronic myelogenous leukemia. Nat Med 2018; 24:450-462. [PMID: 29505034 PMCID: PMC5965294 DOI: 10.1038/nm.4499] [Citation(s) in RCA: 100] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Accepted: 01/22/2018] [Indexed: 12/16/2022]
Abstract
Leukemia stem cells (LSCs) in individuals with chronic myelogenous leukemia (CML) (hereafter referred to as CML LSCs) are responsible for initiating and maintaining clonal hematopoiesis. These cells persist in the bone marrow (BM) despite effective inhibition of BCR-ABL kinase activity by tyrosine kinase inhibitors (TKIs). Here we show that although the microRNA (miRNA) miR-126 supported the quiescence, self-renewal and engraftment capacity of CML LSCs, miR-126 levels were lower in CML LSCs than in long-term hematopoietic stem cells (LT-HSCs) from healthy individuals. Downregulation of miR-126 levels in CML LSCs was due to phosphorylation of Sprouty-related EVH1-domain-containing 1 (SPRED1) by BCR-ABL, which led to inhibition of the RAN-exportin-5-RCC1 complex that mediates miRNA maturation. Endothelial cells (ECs) in the BM supply miR-126 to CML LSCs to support quiescence and leukemia growth, as shown using mouse models of CML in which Mir126a (encoding miR-126) was conditionally knocked out in ECs and/or LSCs. Inhibition of BCR-ABL by TKI treatment caused an undesired increase in endogenous miR-126 levels, which enhanced LSC quiescence and persistence. Mir126a knockout in LSCs and/or ECs, or treatment with a miR-126 inhibitor that targets miR-126 expression in both LSCs and ECs, enhanced the in vivo anti-leukemic effects of TKI treatment and strongly diminished LSC leukemia-initiating capacity, providing a new strategy for the elimination of LSCs in individuals with CML.
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Affiliation(s)
- Bin Zhang
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Le Xuan Truong Nguyen
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA.,Department of Medical Biotechnology, Biotechnology Center of Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | - Ling Li
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Dandan Zhao
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Bijender Kumar
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Herman Wu
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Allen Lin
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Francesca Pellicano
- Paul O' Gorman Leukemia Research Centre, College of Medical, Veterinary and Life Sciences, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Lisa Hopcroft
- Paul O' Gorman Leukemia Research Centre, College of Medical, Veterinary and Life Sciences, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Yu-Lin Su
- Department of Immuno-oncology, City of Hope Medical Center, Duarte, California, USA
| | - Mhairi Copland
- Paul O' Gorman Leukemia Research Centre, College of Medical, Veterinary and Life Sciences, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Tessa L Holyoake
- Paul O' Gorman Leukemia Research Centre, College of Medical, Veterinary and Life Sciences, Institute of Cancer Sciences, University of Glasgow, Glasgow, UK
| | - Calvin J Kuo
- Stanford University School of Medicine, Stanford, California, USA
| | - Ravi Bhatia
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - David S Snyder
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Haris Ali
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Anthony S Stein
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Casey Brewer
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Huafeng Wang
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA.,Department of Hematology, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Tinisha McDonald
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Piotr Swiderski
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Estelle Troadec
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Ching-Cheng Chen
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Adrienne Dorrance
- Division of Hematology, Department of Internal Medicine, Ohio State University, Columbus, Ohio, USA
| | - Vinod Pullarkat
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Yate-Ching Yuan
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Danilo Perrotti
- Department of Medicine, Biochemistry and Molecular Biology and the Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland School of Medicine Baltimore, Baltimore, Maryland, USA.,Deparment of Hematology, Hammersmith Hospital, Imperial College London, London, UK
| | - Nadia Carlesso
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Stephen J Forman
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Marcin Kortylewski
- Department of Immuno-oncology, City of Hope Medical Center, Duarte, California, USA
| | - Ya-Huei Kuo
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
| | - Guido Marcucci
- Gehr Family Center for Leukemia Research, Hematology Malignancies and Stem Cell Transplantation Institute, City of Hope Medical Center, Duarte, California, USA
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