1
|
Salama EA, Elgammal Y, Wijeratne A, Lanman NA, Utturkar SM, Farhangian A, Li J, Meunier B, Hazbun TR, Seleem MN. Lansoprazole interferes with fungal respiration and acts synergistically with amphotericin B against multidrug-resistant Candida auris. Emerg Microbes Infect 2024; 13:2322649. [PMID: 38431850 PMCID: PMC10911247 DOI: 10.1080/22221751.2024.2322649] [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: 11/14/2023] [Accepted: 02/20/2024] [Indexed: 03/05/2024]
Abstract
Candida auris has emerged as a problematic fungal pathogen associated with high morbidity and mortality. Amphotericin B (AmB) is the most effective antifungal used to treat invasive fungal candidiasis, with resistance rarely observed among clinical isolates. However, C. auris possesses extraordinary resistant profiles against all available antifungal drugs, including AmB. In our pursuit of potential solutions, we screened a panel of 727 FDA-approved drugs. We identified the proton pump inhibitor lansoprazole (LNP) as a potent enhancer of AmB's activity against C. auris. LNP also potentiates the antifungal activity of AmB against other medically important species of Candida and Cryptococcus. Our investigations into the mechanism of action unveiled that LNP metabolite(s) interact with a crucial target in the mitochondrial respiratory chain (complex III, known as cytochrome bc1). This interaction increases oxidative stress within fungal cells. Our results demonstrated the critical role of an active respiratory function in the antifungal activity of LNP. Most importantly, LNP restored the efficacy of AmB in an immunocompromised mouse model, resulting in a 1.7-log (∼98%) CFU reduction in the burden of C. auris in the kidneys. Our findings strongly advocate for a comprehensive evaluation of LNP as a cytochrome bc1 inhibitor for combating drug-resistant C. auris infections.
Collapse
Affiliation(s)
- Ehab A. Salama
- Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
- Center for One Health Research, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
| | - Yehia Elgammal
- Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
- Center for One Health Research, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
| | - Aruna Wijeratne
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Nadia A. Lanman
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, Indiana, USA
- Department of Comparative Pathobiology, Purdue University, West Lafayette, Indiana, USA
| | - Sagar M. Utturkar
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, Indiana, USA
| | - Atena Farhangian
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Jianing Li
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Brigitte Meunier
- Institute for Integrative Biology of the Cell (I2BC), Université Paris-Saclay, CEA, CNRS, Gif-sur-Yvette, France
| | - Tony R. Hazbun
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, Indiana, USA
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Mohamed N. Seleem
- Department of Biomedical Sciences and Pathobiology, Virginia-Maryland College of Veterinary Medicine, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
- Center for One Health Research, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, USA
| |
Collapse
|
2
|
Jensen RO, Schulz F, Roux S, Klingeman DM, Mitchell WP, Udwary D, Moraïs S, Reynoso V, Winkler J, Nagaraju S, De Tissera S, Shapiro N, Ivanova N, Reddy TBK, Mizrahi I, Utturkar SM, Bayer EA, Woyke T, Mouncey NJ, Jewett MC, Simpson SD, Köpke M, Jones DT, Brown SD. Phylogenomics and genetic analysis of solvent-producing Clostridium species. Sci Data 2024; 11:432. [PMID: 38693191 PMCID: PMC11063209 DOI: 10.1038/s41597-024-03210-6] [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: 10/15/2023] [Accepted: 04/02/2024] [Indexed: 05/03/2024] Open
Abstract
The genus Clostridium is a large and diverse group within the Bacillota (formerly Firmicutes), whose members can encode useful complex traits such as solvent production, gas-fermentation, and lignocellulose breakdown. We describe 270 genome sequences of solventogenic clostridia from a comprehensive industrial strain collection assembled by Professor David Jones that includes 194 C. beijerinckii, 57 C. saccharobutylicum, 4 C. saccharoperbutylacetonicum, 5 C. butyricum, 7 C. acetobutylicum, and 3 C. tetanomorphum genomes. We report methods, analyses and characterization for phylogeny, key attributes, core biosynthetic genes, secondary metabolites, plasmids, prophage/CRISPR diversity, cellulosomes and quorum sensing for the 6 species. The expanded genomic data described here will facilitate engineering of solvent-producing clostridia as well as non-model microorganisms with innately desirable traits. Sequences could be applied in conventional platform biocatalysts such as yeast or Escherichia coli for enhanced chemical production. Recently, gene sequences from this collection were used to engineer Clostridium autoethanogenum, a gas-fermenting autotrophic acetogen, for continuous acetone or isopropanol production, as well as butanol, butanoic acid, hexanol and hexanoic acid production.
Collapse
Affiliation(s)
| | - Frederik Schulz
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Simon Roux
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | | | | | - Daniel Udwary
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Sarah Moraïs
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel
| | | | | | | | | | - Nicole Shapiro
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Natalia Ivanova
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - T B K Reddy
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Itzhak Mizrahi
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel
| | - Sagar M Utturkar
- Institute for Cancer Research, Purdue University, West Lafayette, IN, USA
| | - Edward A Bayer
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel
- Department of Biomolecular Sciences, The Weizmann Institute of Science, Rehovot, 7610001, Israel
| | - Tanja Woyke
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- University of California Merced, Life and Environmental Sciences, Merced, CA, USA
| | - Nigel J Mouncey
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Michael C Jewett
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | | | | | - David T Jones
- Department of Microbiology, University of Otago, Dunedin, New Zealand.
| | | |
Collapse
|
3
|
Zhang F, Huang B, Utturkar SM, Luo W, Cresswell G, Herr SA, Zheng S, Napoleon JV, Jiang R, Zhang B, Liu M, Lanman N, Srinivasarao M, Ratliff TL, Low PS. Tumor-specific activation of folate receptor beta enables reprogramming of immune cells in the tumor microenvironment. Front Immunol 2024; 15:1354735. [PMID: 38384467 PMCID: PMC10879311 DOI: 10.3389/fimmu.2024.1354735] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 01/22/2024] [Indexed: 02/23/2024] Open
Abstract
Folate receptors can perform folate transport, cell adhesion, and/or transcription factor functions. The beta isoform of the folate receptor (FRβ) has attracted considerable attention as a biomarker for immunosuppressive macrophages and myeloid-derived suppressor cells, however, its role in immunosuppression remains uncharacterized. We demonstrate here that FRβ cannot bind folate on healthy tissue macrophages, but does bind folate after macrophage incubation in anti-inflammatory cytokines or cancer cell-conditioned media. We further show that FRβ becomes functionally active following macrophage infiltration into solid tumors, and we exploit this tumor-induced activation to target a toll-like receptor 7 agonist specifically to immunosuppressive myeloid cells in solid tumors without altering myeloid cells in healthy tissues. We then use single-cell RNA-seq to characterize the changes in gene expression induced by the targeted repolarization of tumor-associated macrophages and finally show that their repolarization not only changes their own phenotype, but also induces a proinflammatory shift in all other immune cells of the same tumor mass, leading to potent suppression of tumor growth. Because this selective reprogramming of tumor myeloid cells is accompanied by no systemic toxicity, we propose that it should constitute a safe method to reprogram the tumor microenvironment.
Collapse
Affiliation(s)
- Fenghua Zhang
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, IN, United States
| | - Bo Huang
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, IN, United States
| | - Sagar M. Utturkar
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN, United States
| | - Weichuan Luo
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, IN, United States
| | - Gregory Cresswell
- Department of Comparative Pathobiology, Purdue University, West Lafayette, IN, United States
| | - Seth A. Herr
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, IN, United States
| | - Suilan Zheng
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, IN, United States
| | - John V. Napoleon
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, IN, United States
| | - Rina Jiang
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, IN, United States
| | - Boning Zhang
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Muyi Liu
- University of North Texas Health Science Center at Fort Worth, Fort Worth, TX, United States
- Department of Computer Sciences, Purdue University, West Lafayette, IN, United States
| | - Nadia Lanman
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN, United States
- Department of Comparative Pathobiology, Purdue University, West Lafayette, IN, United States
| | - Madduri Srinivasarao
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, IN, United States
| | - Timothy L. Ratliff
- Department of Comparative Pathobiology, Purdue University, West Lafayette, IN, United States
| | - Philip S. Low
- Department of Chemistry and Institute for Drug Discovery, Purdue University, West Lafayette, IN, United States
| |
Collapse
|
4
|
London CA, Gardner H, Zhao S, Knapp DW, Utturkar SM, Duval DL, Chambers MR, Ostrander E, Trent JM, Kuffel G. Leading the pack: Best practices in comparative canine cancer genomics to inform human oncology. Vet Comp Oncol 2023; 21:565-577. [PMID: 37778398 DOI: 10.1111/vco.12935] [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: 05/10/2023] [Revised: 08/17/2023] [Accepted: 08/18/2023] [Indexed: 10/03/2023]
Abstract
Pet dogs develop spontaneous cancers at a rate estimated to be five times higher than that of humans, providing a unique opportunity to study disease biology and evaluate novel therapeutic strategies in a model system that possesses an intact immune system and mirrors key aspects of human cancer biology. Despite decades of interest, effective utilization of pet dog cancers has been hindered by a limited repertoire of necessary cellular and molecular reagents for both in vitro and in vivo studies, as well as a dearth of information regarding the genomic landscape of these cancers. Recently, many of these critical gaps have been addressed through the generation of a highly annotated canine reference genome, the creation of several tools necessary for multi-omic analysis of canine tumours, and the development of a centralized repository for key genomic and associated clinical information from canine cancer patients, the Integrated Canine Data Commons. Together, these advances have catalysed multidisciplinary efforts designed to integrate the study of pet dog cancers more effectively into the translational continuum, with the ultimate goal of improving human outcomes. The current review summarizes this recent progress and provides a guide to resources and tools available for comparative study of pet dog cancers.
Collapse
Affiliation(s)
- Cheryl A London
- Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts, USA
| | - Heather Gardner
- Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts, USA
| | - Shaying Zhao
- University of Georgia Cancer Center, University of Georgia, Athens, Georgia, USA
| | - Deborah W Knapp
- College of Veterinary Medicine, Purdue University, West Lafayette, Indiana, USA
| | - Sagar M Utturkar
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, Indiana, USA
| | - Dawn L Duval
- College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, Colorado, USA
| | | | - Elaine Ostrander
- Cancer Genetics and Comparative Genomics Branch, National Cancer Institute, Bethesda, Maryland, USA
| | - Jeffrey M Trent
- Translational Genomics Research Institute, Phoenix, Arizona, USA
| | - Gina Kuffel
- National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, USA
| |
Collapse
|
5
|
Benton A, Terwilliger E, Moriarty NM, Liu B, Murphy A, Maluvac H, Shu M, Gartenhaus LE, Janson ND, Pfeffer CM, Utturkar SM, Parkinson EI, Lanman NA, Hanna JA. Target gene regulatory network of miR-497 in angiosarcoma. bioRxiv 2023:2023.09.24.559218. [PMID: 37808715 PMCID: PMC10557590 DOI: 10.1101/2023.09.24.559218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Angiosarcoma (AS) is a vascular sarcoma that is highly aggressive and metastatic. Due to its rarity, treatment options for patients are limited, therefore more research is needed to identify possible therapeutic vulnerabilities. We previously found that conditional deletion of Dicer1 drives AS development in mice. Given the role of DICER1 in canonical microRNA (miRNA) biogenesis, this suggests that miRNA loss is important in AS development. After testing miRNAs previously suggested to have a tumor-suppressive role in AS, microRNA-497-5p (miR-497) suppressed cell viability most significantly. We also found that miR-497 overexpression led to significantly reduced cell migration and tumor formation. To understand the mechanism of miR-497 in tumor suppression, we identified clinically relevant target genes using a combination of RNA-sequencing data in an AS cell line, expression data from AS patients, and target prediction algorithms. We validated miR-497 direct regulation of CCND2, CDK6, and VAT1. One of these genes, VAT1, is an understudied protein that has been suggested to promote cell migration and metastasis in other cancers. Indeed, we find that pharmacologic inhibition of VAT1 with the natural product Neocarzilin A reduces AS migration. This work provides insight into the mechanisms of miR-497 and its target genes in AS pathogenesis.
Collapse
Affiliation(s)
- Annaleigh Benton
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Emma Terwilliger
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Noah M. Moriarty
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN USA
| | - Bozhi Liu
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Ant Murphy
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Hannah Maluvac
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Mae Shu
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Lauren E. Gartenhaus
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Nimod D. Janson
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Claire M. Pfeffer
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Sagar M. Utturkar
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| | - Elizabeth I. Parkinson
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN USA
- Department of Chemistry, Purdue University, West Lafayette, IN, USA
| | - Nadia A. Lanman
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
- Department of Comparative Pathobiology, Purdue University, West Lafayette, IN USA
| | - Jason A. Hanna
- Department of Biological Sciences, Purdue University, West Lafayette, IN USA
- Purdue University Institute for Cancer Research, Purdue University, West Lafayette, IN USA
| |
Collapse
|
6
|
Hegazy YA, Cloutier SC, Utturkar SM, Das S, Tran E. The genomic region of the 3' untranslated region (3'UTR) of PHO84, rather than the antisense RNA, promotes gene repression. Nucleic Acids Res 2023; 51:7900-7913. [PMID: 37462073 PMCID: PMC10450162 DOI: 10.1093/nar/gkad579] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 03/12/2023] [Revised: 06/20/2023] [Accepted: 07/14/2023] [Indexed: 08/26/2023] Open
Abstract
PHO84 is a budding yeast gene reported to be negatively regulated by its cognate antisense transcripts both in cis and in trans. In this study, we performed Transient-transcriptome sequencing (TT-seq) to investigate the correlation of sense/antisense pairs in a dbp2Δ strain and found over 700 sense/antisense pairs, including PHO84, to be positively correlated, contrasting the prevailing model. To define what mechanism regulates the PHO84 gene and how this regulation could have been originally attributed to repression by the antisense transcript, we conducted a series of molecular biology and genetics experiments. We now report that the 3' untranslated region (3'UTR) of PHO84 plays a repressive role in sense expression, an activity not linked to the antisense transcripts. Moreover, we provide results of a genetic screen for 3'UTR-dependent repression of PHO84 and show that the vast majority of identified factors are linked to negative regulation. Finally, we show that the PHO84 promoter and terminator form gene loops which correlate with transcriptional repression, and that the RNA-binding protein, Tho1, increases this looping and the 3'UTR-dependent repression. Our results negate the current model for antisense non-coding transcripts of PHO84 and suggest that many of these transcripts are byproducts of open chromatin.
Collapse
Affiliation(s)
- Youssef A Hegazy
- Department of Biochemistry, Purdue University, BCHM A343, 175 S. University Street, West Lafayette, IN 47907-2063, USA
| | - Sara C Cloutier
- Department of Biochemistry, Purdue University, BCHM A343, 175 S. University Street, West Lafayette, IN 47907-2063, USA
| | - Sagar M Utturkar
- Purdue University Institute for Cancer Research, Purdue University, Hansen Life Sciences Research Building, Room 141, 201 S. University Street West Lafayette, IN 47907-2064, USA
| | - Subhadeep Das
- Department of Biochemistry, Purdue University, BCHM A343, 175 S. University Street, West Lafayette, IN 47907-2063, USA
| | - Elizabeth J Tran
- Department of Biochemistry, Purdue University, BCHM A343, 175 S. University Street, West Lafayette, IN 47907-2063, USA
- Purdue University Institute for Cancer Research, Purdue University, Hansen Life Sciences Research Building, Room 141, 201 S. University Street West Lafayette, IN 47907-2064, USA
| |
Collapse
|
7
|
Dhawan D, Ramos-Vara JA, Utturkar SM, Ruple A, Tersey SA, Nelson JB, Cooper B, Heng HG, Ostrander EA, Parker HG, Hahn NM, Adams LG, Fulkerson CM, Childress MO, Bonney P, Royce C, Fourez LM, Enstrom AW, Ambrosius LA, Knapp DW. Identification of a naturally-occurring canine model for early detection and intervention research in high grade urothelial carcinoma. Front Oncol 2022; 12:1011969. [PMID: 36439482 PMCID: PMC9692095 DOI: 10.3389/fonc.2022.1011969] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 08/04/2022] [Accepted: 10/24/2022] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND Early detection and intervention research is expected to improve the outcomes for patients with high grade muscle invasive urothelial carcinoma (InvUC). With limited patients in suitable high-risk study cohorts, relevant animal model research is critical. Experimental animal models often fail to adequately represent human cancer. The purpose of this study was to determine the suitability of dogs with high breed-associated risk for naturally-occurring InvUC to serve as relevant models for early detection and intervention research. The feasibility of screening and early intervention, and similarities and differences between canine and human tumors, and early and later canine tumors were determined. METHODS STs (n=120) ≥ 6 years old with no outward evidence of urinary disease were screened at 6-month intervals for 3 years with physical exam, ultrasonography, and urinalysis with sediment exam. Cystoscopic biopsy was performed in dogs with positive screening tests. The pathological, clinical, and molecular characteristics of the "early" cancer detected by screening were determined. Transcriptomic signatures were compared between the early tumors and published findings in human InvUC, and to more advanced "later" canine tumors from STs who had the typical presentation of hematuria and urinary dysfunction. An early intervention trial of an oral cyclooxygenase inhibitor, deracoxib, was conducted in dogs with cancer detected through screening. RESULTS Biopsy-confirmed bladder cancer was detected in 32 (27%) of 120 STs including InvUC (n=29, three starting as dysplasia), grade 1 noninvasive cancer (n=2), and carcinoma in situ (n=1). Transcriptomic signatures including druggable targets such as EGFR and the PI3K-AKT-mTOR pathway, were very similar between canine and human InvUC, especially within luminal and basal molecular subtypes. Marked transcriptomic differences were noted between early and later canine tumors, particularly within luminal subtype tumors. The deracoxib remission rate (42% CR+PR) compared very favorably to that with single-agent cyclooxygenase inhibitors in more advanced canine InvUC (17-25%), supporting the value of early intervention. CONCLUSIONS The study defined a novel naturally-occurring animal model to complement experimental models for early detection and intervention research in InvUC. Research incorporating the canine model is expected to lead to improved outcomes for humans, as well as pet dogs, facing bladder cancer.
Collapse
Affiliation(s)
- Deepika Dhawan
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - José A. Ramos-Vara
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
- Purdue University Center for Cancer Research, West Lafayette, IN, United States
| | - Sagar M. Utturkar
- Purdue University Center for Cancer Research, West Lafayette, IN, United States
| | - Audrey Ruple
- Purdue University Center for Cancer Research, West Lafayette, IN, United States
- Department of Public Health, College of Health and Human Sciences, Purdue University, West Lafayette, IN, United States
| | - Sarah A. Tersey
- Department of Medicine, Section of Endocrinology, Metabolism, and Diabetes, University of Chicago, Chicago, IL, United States
| | - Jennifer B. Nelson
- Department of Medicine, Section of Endocrinology, Metabolism, and Diabetes, University of Chicago, Chicago, IL, United States
| | - Bruce R. Cooper
- Bindley Bioscience Center, Purdue University, West Lafayette, IN, United States
| | - Hock Gan Heng
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - Elaine A. Ostrander
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, United States
| | - Heidi G. Parker
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, United States
| | - Noah M. Hahn
- Department of Oncology and Urology, Johns Hopkins University School of Medicine, and Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
| | - Larry G. Adams
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - Christopher M. Fulkerson
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - Michael O. Childress
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - Patty L. Bonney
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - Christine Royce
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - Lindsey M. Fourez
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - Alexander W. Enstrom
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - Lisbeth A. Ambrosius
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
| | - Deborah W. Knapp
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, IN, United States
- Purdue University Center for Cancer Research, West Lafayette, IN, United States
| |
Collapse
|
8
|
Zhang Z, Cheng L, Li J, Qiao Q, Karki A, Allison DB, Shaker N, Li K, Utturkar SM, Lanman NMA, Rao X, Rychahou P, He D, Konieczny SF, Wang C, Shao Q, Evers BM, Liu X. Targeting Plk1 Sensitizes Pancreatic Cancer to Immune Checkpoint Therapy. Cancer Res 2022; 82:3532-3548. [PMID: 35950917 PMCID: PMC9532376 DOI: 10.1158/0008-5472.can-22-0018] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [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: 01/05/2022] [Revised: 05/03/2022] [Accepted: 08/04/2022] [Indexed: 11/16/2022]
Abstract
Polo-like kinase 1 (Plk1) plays an important role in cell-cycle regulation. Recent work has suggested that Plk1 could be a biomarker of gemcitabine response in pancreatic ductal adenocarcinoma (PDAC). Although targeting Plk1 to treat PDAC has been attempted in clinical trials, the results were not promising, and the mechanisms of resistance to Plk1 inhibition is poorly understood. In addition, the role of Plk1 in PDAC progression requires further elucidation. Here, we showed that Plk1 was associated with poor outcomes in patients with PDAC. In an inducible transgenic mouse line with specific expression of Plk1 in the pancreas, Plk1 overexpression significantly inhibited caerulein-induced acute pancreatitis and delayed development of acinar-to-ductal metaplasia and pancreatic intraepithelial neoplasia. Bioinformatics analyses identified the regulatory networks in which Plk1 is involved in PDAC disease progression, including multiple inflammation-related pathways. Unexpectedly, inhibition or depletion of Plk1 resulted in upregulation of PD-L1 via activation of the NF-κB pathway. Mechanistically, Plk1-mediated phosphorylation of RB at S758 inhibited the translocation of NF-κB to nucleus, inactivating the pathway. Inhibition of Plk1 sensitized PDAC to immune checkpoint blockade therapy through activation of an antitumor immune response. Together, Plk1 suppresses PDAC progression and inhibits NF-κB activity, and targeting Plk1 can potentiate the efficacy of immunotherapy in PDAC. SIGNIFICANCE Inhibition of Plk1 induces upregulation of PD-L1 expression in pancreatic ductal adenocarcinoma, stimulating antitumor immunity and sensitizing tumors to immunotherapy.
Collapse
Affiliation(s)
- Zhuangzhuang Zhang
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY, 40536, USA
- Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
| | - Lijun Cheng
- Department of Biomedical Informatics, The Ohio State University, Columbus, OH, 43210, USA
| | - Jie Li
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Qi Qiao
- Department of Chemical and Materials Engineering, University of Kentucky, Lexington, KY 40506, USA
| | - Anju Karki
- Department of Biological Science, Purdue University, West Lafayette, IN 47907, USA
| | - Derek B. Allison
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Kentucky, Lexington, KY 40536, USA
| | - Nuha Shaker
- Department of Pathology and Laboratory Medicine, College of Medicine, University of Kentucky, Lexington, KY 40536, USA
| | - Kunyu Li
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY, 40536, USA
| | - Sagar M. Utturkar
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, IN 47907, USA
| | - Nadia M. Atallah Lanman
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, IN 47907, USA
- Department of Comparative Pathobiology, Purdue University, West Lafayette, IN 47907, USA
| | - Xiongjian Rao
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY, 40536, USA
- Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
| | - Piotr Rychahou
- Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
- Department of Surgery, University of Kentucky, Lexington, KY 40536, USA
| | - Daheng He
- Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
| | - Stephen F. Konieczny
- Department of Biological Science, Purdue University, West Lafayette, IN 47907, USA
| | - Chi Wang
- Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
| | - Qing Shao
- Department of Chemical and Materials Engineering, University of Kentucky, Lexington, KY 40506, USA
| | - B. Mark Evers
- Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
- Department of Surgery, University of Kentucky, Lexington, KY 40536, USA
| | - Xiaoqi Liu
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, KY, 40536, USA
- Markey Cancer Center, University of Kentucky, Lexington, KY, 40536, USA
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| |
Collapse
|
9
|
Nogle R, Nagaraju S, Utturkar SM, Giannone RJ, Reynoso V, Leang C, Hettich RL, Mitchell WP, Simpson SD, Jewett MC, Köpke M, Brown SD. Clostridium autoethanogenum isopropanol production via native plasmid pCA replicon. Front Bioeng Biotechnol 2022; 10:932363. [PMID: 36032736 PMCID: PMC9413188 DOI: 10.3389/fbioe.2022.932363] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 04/29/2022] [Accepted: 06/29/2022] [Indexed: 11/17/2022] Open
Abstract
Clostridium autoethanogenum is a model gas-fermenting acetogen for commercial ethanol production. It is also a platform organism being developed for the carbon-negative production of acetone and isopropanol by gas fermentation. We have assembled a 5.5 kb pCA plasmid for type strain DSM10061 (JA1-1) using three genome sequence datasets. pCA is predicted to encode seven open-reading frames and estimated to be a low-copy number plasmid present at approximately 12 copies per chromosome. RNA-seq analyses indicate that pCA genes are transcribed at low levels and two proteins, CAETHG_05090 (putative replication protein) and CAETHG_05115 (hypothetical, a possible Mob protein), were detected at low levels during batch gas fermentations. Thiolase (thlA), CoA-transferase (ctfAB), and acetoacetate decarboxylase (adc) genes were introduced into a vector for isopropanol production in C. autoethanogenum using the native plasmid origin of replication. The availability of the pCA sequence will facilitate studies into its physiological role and could form the basis for genetic tool optimization.
Collapse
Affiliation(s)
| | | | - Sagar M. Utturkar
- Center for Cancer Research, Purdue University, West Lafayette, IN, United States
| | | | | | | | | | | | | | - Michael C. Jewett
- Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL, United States
- Center for Synthetic Biology, Northwestern University, Evanston, IL, United States
- Simpson Querrey Institute, Northwestern University, Evanston, IL, United States
- Chemistry of Life Processes Institute, Northwestern University, Evanston, IL, United States
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Evanston, IL, United States
| | | | - Steven D. Brown
- LanzaTech Inc., Skokie, IL, United States
- *Correspondence: Steven D. Brown,
| |
Collapse
|
10
|
Farah E, Zhang Z, Utturkar SM, Liu J, Ratliff TL, Liu X. Targeting DNMTs to overcome enzalutamide resistance in prostate cancer. Mol Cancer Ther 2021; 21:193-205. [PMID: 34728570 DOI: 10.1158/1535-7163.mct-21-0581] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 09/22/2021] [Accepted: 10/29/2021] [Indexed: 11/16/2022]
Abstract
Prostate cancer is the second leading cause of cancer death among men in the United States. The androgen receptor (AR) antagonist enzalutamide is a FDA-approved drug for treatment of patients with late-stage prostate cancer and is currently under clinical study for early-stage prostate cancer treatment. After a short positive response period to enzalutamide, tumors will develop drug resistance. In this study, we uncovered that DNA methylation was deregulated in enzalutamide-resistant cells. DNMT activity and DNMT3B expression were upregulated in resistant cell lines. Enzalutamide induced the expression of DNMT3A and DNMT3B in prostate cancer cells with a potential role of p53 and pRB in this process. The overexpression of DNMT3B3, a DNMT3B variant, promoted an enzalutamide-resistant phenotype in C4-2B cell lines. Inhibition of DNA methylation and DNMT3B knockdown induced a re-sensitization to enzalutamide. Decitabine treatment in enzalutamide-resistant cells induced a decrease of the expression of AR-V7 and changes of genes for apoptosis, DNA repair and mRNA splicing. Combination treatment of Decitabine and enzalutamide induced a decrease of tumor weight, Ki-67 and AR-V7 expression and an increase of cleaved-caspase3 levels in 22Rv1 xenografts. The collective results suggest that DNA methylation pathway is deregulated after enzalutamide resistance onset and that targeting DNA methyltransferases restores the sensitivity to enzalutamide in prostate cancer cells.
Collapse
Affiliation(s)
| | | | - Sagar M Utturkar
- Purdue University Center for Cancer Research, Purdue University West Lafayette
| | - Jinpeng Liu
- Markey Cancer Center, Department of Biostatistics, University of Kentucky
| | - Timothy L Ratliff
- Comparative Pathobiology and the Center for Cancer Research, Purdue University West Lafayette
| | - Xiaoqi Liu
- Department of Toxicology and Cancer Biology, University of Kentucky
| |
Collapse
|
11
|
Venis SM, Moon HR, Yang Y, Utturkar SM, Konieczny SF, Han B. Engineering of a functional pancreatic acinus with reprogrammed cancer cells by induced PTF1a expression. Lab Chip 2021; 21:3675-3685. [PMID: 34581719 PMCID: PMC9175079 DOI: 10.1039/d1lc00350j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
A pancreatic acinus is a functional unit of the exocrine pancreas producing digest enzymes. Its pathobiology is crucial to pancreatic diseases including pancreatitis and pancreatic cancer, which can initiate from pancreatic acini. However, research on pancreatic acini has been significantly hampered due to the difficulty of culturing normal acinar cells in vitro. In this study, an in vitro model of the normal acinus, named pancreatic acinus-on-chip (PAC), is developed using reprogrammed pancreatic cancer cells. The developed model is a microfluidic platform with an epithelial duct and acinar sac geometry microfabricated by a newly developed two-step controlled "viscous-fingering" technique. In this model, human pancreatic cancer cells, Panc-1, reprogrammed to revert to the normal state upon induction of PTF1a gene expression, are cultured. Bioinformatic analyses suggest that, upon induced PTF1a expression, Panc-1 cells transition into a more normal and differentiated acinar phenotype. The microanatomy and exocrine functions of the model are characterized to confirm the normal acinus phenotypes. The developed model provides a new and reliable testbed to study the initiation and progression of pancreatic cancers.
Collapse
Affiliation(s)
- Stephanie M Venis
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA.
| | - Hye-Ran Moon
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA.
| | - Yi Yang
- Department of Biological Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Sagar M Utturkar
- Center for Cancer Research, Purdue University, West Lafayette, IN 47907, USA
| | - Stephen F Konieczny
- Department of Biological Sciences, Purdue University, West Lafayette, IN 47907, USA
- Center for Cancer Research, Purdue University, West Lafayette, IN 47907, USA
| | - Bumsoo Han
- School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA.
- Center for Cancer Research, Purdue University, West Lafayette, IN 47907, USA
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN 47907, USA
| |
Collapse
|
12
|
Galván AE, Paul NP, Chen J, Yoshinaga-Sakurai K, Utturkar SM, Rosen BP, Yoshinaga M. Identification of the Biosynthetic Gene Cluster for the Organoarsenical Antibiotic Arsinothricin. Microbiol Spectr 2021; 9:e0050221. [PMID: 34378964 PMCID: PMC8552651 DOI: 10.1128/spectrum.00502-21] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [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: 06/09/2021] [Accepted: 07/15/2021] [Indexed: 01/11/2023] Open
Abstract
The soil bacterium Burkholderia gladioli GSRB05 produces the natural compound arsinothricin [2-amino-4-(hydroxymethylarsinoyl) butanoate] (AST), which has been demonstrated to be a broad-spectrum antibiotic. To identify the genes responsible for AST biosynthesis, a draft genome sequence of B. gladioli GSRB05 was constructed. Three genes, arsQML, in an arsenic resistance operon were found to be a biosynthetic gene cluster responsible for synthesis of AST and its precursor, hydroxyarsinothricin [2-amino-4-(dihydroxyarsinoyl) butanoate] (AST-OH). The arsL gene product is a noncanonical radical S-adenosylmethionine (SAM) enzyme that is predicted to transfer the 3-amino-3-carboxypropyl (ACP) group from SAM to the arsenic atom in inorganic arsenite, forming AST-OH, which is methylated by the arsM gene product, a SAM methyltransferase, to produce AST. Finally, the arsQ gene product is an efflux permease that extrudes AST from the cells, a common final step in antibiotic-producing bacteria. Elucidation of the biosynthetic gene cluster for this novel arsenic-containing antibiotic adds an important new tool for continuation of the antibiotic era. IMPORTANCE Antimicrobial resistance is an emerging global public health crisis, calling for urgent development of novel potent antibiotics. We propose that arsinothricin and related arsenic-containing compounds may be the progenitors of a new class of antibiotics to extend our antibiotic era. Here, we report identification of the biosynthetic gene cluster for arsinothricin and demonstrate that only three genes, two of which are novel, are required for the biosynthesis and transport of arsinothricin, in contrast to the phosphonate counterpart, phosphinothricin, which requires over 20 genes. Our discoveries will provide insight for the development of more effective organoarsenical antibiotics and illustrate the previously unknown complexity of the arsenic biogeochemical cycle, as well as bring new perspective to environmental arsenic biochemistry.
Collapse
Affiliation(s)
- Adriana E. Galván
- Department of Cellular Biology and Pharmacology, Florida International University, Herbert Wertheim College of Medicine, Miami, Florida, USA
| | - Ngozi P. Paul
- Department of Cellular Biology and Pharmacology, Florida International University, Herbert Wertheim College of Medicine, Miami, Florida, USA
| | - Jian Chen
- Department of Cellular Biology and Pharmacology, Florida International University, Herbert Wertheim College of Medicine, Miami, Florida, USA
| | - Kunie Yoshinaga-Sakurai
- Department of Cellular Biology and Pharmacology, Florida International University, Herbert Wertheim College of Medicine, Miami, Florida, USA
| | - Sagar M. Utturkar
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana, USA
| | - Barry P. Rosen
- Department of Cellular Biology and Pharmacology, Florida International University, Herbert Wertheim College of Medicine, Miami, Florida, USA
| | - Masafumi Yoshinaga
- Department of Cellular Biology and Pharmacology, Florida International University, Herbert Wertheim College of Medicine, Miami, Florida, USA
| |
Collapse
|
13
|
Sommer BC, Dhawan D, Ruple A, Ramos-Vara JA, Hahn NM, Utturkar SM, Ostrander EA, Parker HG, Fulkerson CM, Childress MO, Fourez LM, Enstrom AW, Knapp DW. Basal and Luminal Molecular Subtypes in Naturally-Occurring Canine Urothelial Carcinoma are Associated with Tumor Immune Signatures and Dog Breed. Bladder Cancer 2021. [DOI: 10.3233/blc-201523] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
BACKGROUND: Improved therapies are needed for patients with invasive urothelial carcinoma (InvUC). Tailoring treatment to molecular subtypes holds promise, but requires further study, including studies in pre-clinical animal models. Naturally-occurring canine InvUC harbors luminal and basal subtypes, mimicking those observed in humans, and could offer a relevant model for the disease in people. OBJECTIVE: To further validate the canine InvUC model, clinical and tumor characteristics associated with luminal and basal subtypes in dogs were determined, with comparison to findings from humans. METHODS: RNA sequencing (RNA-seq) analyses were performed on 56 canine InvUC tissues and bladder mucosa from four normal dogs. Data were aligned to CanFam 3.1, and differentially expressed genes identified. Data were interrogated with panels of genes defining luminal and basal subtypes, immune signatures, and other tumor features. Subject and tumor characteristics, and outcome data were obtained from medical records. RESULTS: Twenty-nine tumors were classified as luminal and 27 tumors as basal subtype. Basal tumors were strongly associated with immune infiltration (OR 52.22, 95%CI 4.68–582.38, P = 0.001) and cancer progression signatures in RNA-seq analyses, more advanced clinical stage, and earlier onset of distant metastases in exploratory analyses (P = 0.0113). Luminal tumors were strongly associated with breeds at high risk for InvUC (OR 0.06, 95%CI 0.01 –0.37, P = 0.002), non-immune infiltrative signatures, and less advanced clinical stage. CONCLUSIONS: Dogs with InvUC could provide a valuable model for testing new treatment strategies in the context of molecular subtype and immune status, and the search for germline variants impacting InvUC onset and subtype.
Collapse
Affiliation(s)
- Breann C. Sommer
- Department of Veterinary Clinical Sciences, Purdue University, West Lafayette, IN, USA
| | - Deepika Dhawan
- Department of Veterinary Clinical Sciences, Purdue University, West Lafayette, IN, USA
| | - Audrey Ruple
- Department of Public Health, Purdue University, West Lafayette, IN, USA
- Purdue University Center for Cancer Research, West Lafayette, IN, USA
| | - José A. Ramos-Vara
- Purdue University Center for Cancer Research, West Lafayette, IN, USA
- Department of Comparative Pathobiology, Purdue University, West Lafayette IN, USA
| | - Noah M. Hahn
- Department of Oncology and Urology, and Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, MD, USA
| | - Sagar M. Utturkar
- Purdue University Center for Cancer Research, West Lafayette, IN, USA
| | - Elaine A. Ostrander
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Heidi G. Parker
- National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Christopher M. Fulkerson
- Department of Veterinary Clinical Sciences, Purdue University, West Lafayette, IN, USA
- Purdue University Center for Cancer Research, West Lafayette, IN, USA
| | - Michael O. Childress
- Department of Veterinary Clinical Sciences, Purdue University, West Lafayette, IN, USA
- Purdue University Center for Cancer Research, West Lafayette, IN, USA
| | - Lindsey M. Fourez
- Department of Veterinary Clinical Sciences, Purdue University, West Lafayette, IN, USA
| | - Alexander W. Enstrom
- Department of Veterinary Clinical Sciences, Purdue University, West Lafayette, IN, USA
| | - Deborah W. Knapp
- Department of Veterinary Clinical Sciences, Purdue University, West Lafayette, IN, USA
- Purdue University Center for Cancer Research, West Lafayette, IN, USA
| |
Collapse
|
14
|
Rossman P, Zabka TS, Ruple A, Tuerck D, Ramos-Vara JA, Liu L, Mohallem R, Merchant M, Franco J, Fulkerson CM, Bhide KP, Breen M, Aryal UK, Murray E, Dybdal N, Utturkar SM, Fourez LM, Enstrom AW, Dhawan D, Knapp DW. Phase I/II Trial of Vemurafenib in Dogs with Naturally Occurring, BRAF-mutated Urothelial Carcinoma. Mol Cancer Ther 2021; 20:2177-2188. [PMID: 34433660 DOI: 10.1158/1535-7163.mct-20-0893] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 04/06/2021] [Accepted: 08/19/2021] [Indexed: 11/16/2022]
Abstract
BRAF-targeted therapies including vemurafenib (Zelboraf) induce dramatic cancer remission; however, drug resistance commonly emerges. The purpose was to characterize a naturally occurring canine cancer model harboring complex features of human cancer, to complement experimental models to improve BRAF-targeted therapy. A phase I/II clinical trial of vemurafenib was performed in pet dogs with naturally occurring invasive urothelial carcinoma (InvUC) harboring the canine homologue of human BRAF V600E The safety, MTD, pharmacokinetics, and antitumor activity were determined. Changes in signaling and immune gene expression were assessed by RNA sequencing and phosphoproteomic analyses of cystoscopic biopsies obtained before and during treatment, and at progression. The vemurafenib MTD was 37.5 mg/kg twice daily. Anorexia was the most common adverse event. At the MTD, partial remission occurred in 9 of 24 dogs (38%), with a median progression-free interval of 181 days (range, 53-608 days). In 18% of the dogs, new cutaneous squamous cell carcinoma and papillomas occurred, a known pharmacodynamic effect of vemurafenib in humans. Upregulation of genes in the classical and alternative MAPK-related pathways occurred in subsets of dogs at cancer progression. The most consistent transcriptomic changes were the increase in patterns of T lymphocyte infiltration during the first month of vemurafenib, and of immune failure accompanying cancer progression. In conclusion, the safety, antitumor activity, and cutaneous pharmacodynamic effects of vemurafenib, and the development of drug resistance in dogs closely mimic those reported in humans. This suggests BRAF-mutated canine InvUC offers an important complementary animal model to improve BRAF-targeted therapies in humans.
Collapse
Affiliation(s)
- Paul Rossman
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana
| | - Tanja S Zabka
- Development Sciences, Genentech Inc., South San Francisco, California
| | - Audrey Ruple
- Department of Public Health, College of Health and Human Sciences, Purdue University, West Lafayette, Indiana.,Purdue University Center for Cancer Research, West Lafayette, Indiana
| | - Dietrich Tuerck
- Department Pharmaceutical Sciences, Roche, Basel, Switzerland
| | - José A Ramos-Vara
- Purdue University Center for Cancer Research, West Lafayette, Indiana.,Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana
| | - Liling Liu
- Drug Metabolism & Pharmacokinetics, Genentech Inc., South San Francisco, California
| | - Rodrigo Mohallem
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana.,Bindley Bioscience Center, Purdue University, West Lafayette, Indiana
| | - Mark Merchant
- Translational Oncology, Genentech Inc., South San Francisco, California
| | - Jackeline Franco
- Bindley Bioscience Center, Purdue University, West Lafayette, Indiana
| | - Christopher M Fulkerson
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana.,Purdue University Center for Cancer Research, West Lafayette, Indiana
| | - Ketaki P Bhide
- Bioinformatics Core, College of Agriculture, Purdue University, West Lafayette, Indiana
| | - Matthew Breen
- Department of Molecular Biomedical Sciences, North Carolina State University, Raleigh, North Carolina
| | - Uma K Aryal
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana.,Bindley Bioscience Center, Purdue University, West Lafayette, Indiana
| | - Elaine Murray
- Global Safety Risk Management, Genentech Inc., South San Francisco, California
| | - Noel Dybdal
- Development Sciences, Genentech Inc., South San Francisco, California
| | - Sagar M Utturkar
- Purdue University Center for Cancer Research, West Lafayette, Indiana
| | - Lindsey M Fourez
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana
| | - Alexander W Enstrom
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana
| | - Deepika Dhawan
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana
| | - Deborah W Knapp
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana. .,Purdue University Center for Cancer Research, West Lafayette, Indiana
| |
Collapse
|
15
|
AlAbdi L, Saha D, He M, Dar MS, Utturkar SM, Sudyanti PA, McCune S, Spears BH, Breedlove JA, Lanman NA, Gowher H. Oct4-Mediated Inhibition of Lsd1 Activity Promotes the Active and Primed State of Pluripotency Enhancers. Cell Rep 2021; 30:1478-1490.e6. [PMID: 32023463 DOI: 10.1016/j.celrep.2019.11.040] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [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: 06/05/2019] [Revised: 07/30/2019] [Accepted: 12/19/2019] [Indexed: 12/16/2022] Open
Abstract
An aberrant increase in pluripotency gene (PpG) expression due to enhancer reactivation could induce stemness and enhance the tumorigenicity of cancer stem cells. Silencing of PpG enhancers (PpGe) during embryonic stem cell differentiation involves Lsd1-mediated H3K4me1 demethylation and DNA methylation. Here, we observed retention of H3K4me1 and DNA hypomethylation at PpGe associated with a partial repression of PpGs in F9 embryonal carcinoma cells (ECCs) post-differentiation. H3K4me1 demethylation in F9 ECCs could not be rescued by Lsd1 overexpression. Given our observation that H3K4me1 demethylation is accompanied by strong Oct4 repression in P19 ECCs, we tested if Oct4 interaction with Lsd1 affects its catalytic activity. Our data show a dose-dependent inhibition of Lsd1 activity by Oct4 and retention of H3K4me1 at PpGe in Oct4-overexpressing P19 ECCs. These data suggest that Lsd1-Oct4 interaction in cancer stem cells could establish a "primed" enhancer state that is susceptible to reactivation, leading to aberrant PpG expression.
Collapse
Affiliation(s)
- Lama AlAbdi
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Debapriya Saha
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Ming He
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Mohd Saleem Dar
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Sagar M Utturkar
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, IN 47907, USA
| | - Putu Ayu Sudyanti
- Department of Statistics, Purdue University, West Lafayette, IN 47907, USA
| | - Stephen McCune
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Brice H Spears
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - James A Breedlove
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Nadia A Lanman
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, IN 47907, USA; Department of Comparative Pathobiology, Purdue University, West Lafayette, IN 47907, USA
| | - Humaira Gowher
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA; Purdue University Center for Cancer Research, Purdue University, West Lafayette, IN 47907, USA.
| |
Collapse
|
16
|
Alpsoy A, Utturkar SM, Carter BC, Dhiman A, Torregrosa-Allen SE, Currie MP, Elzey BD, Dykhuizen EC. BRD9 Is a Critical Regulator of Androgen Receptor Signaling and Prostate Cancer Progression. Cancer Res 2020; 81:820-833. [PMID: 33355184 DOI: 10.1158/0008-5472.can-20-1417] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 09/19/2020] [Accepted: 12/14/2020] [Indexed: 11/16/2022]
Abstract
Switch/sucrose-nonfermentable (SWI/SNF) chromatin-remodeling complexes are critical regulators of chromatin dynamics during transcription, DNA replication, and DNA repair. A recently identified SWI/SNF subcomplex termed GLTSCR1/1L-BAF (GBAF; or "noncanonical BAF", ncBAF) uniquely contains bromodomain-containing protein BRD9 and glioma tumor suppressor candidate region 1 (GLTSCR1) or its paralog GLTSCR1-like (GLTSCR1L). Recent studies have identified a unique dependency on GBAF (ncBAF) complexes in synovial sarcoma and malignant rhabdoid tumors, both of which possess aberrations in canonical BAF (cBAF) and Polybromo-BAF (PBAF) complexes. Dependencies on GBAF in malignancies without SWI/SNF aberrations, however, are less defined. Here, we show that GBAF, particularly its BRD9 subunit, is required for the viability of prostate cancer cell lines in vitro and for optimal xenograft tumor growth in vivo. BRD9 interacts with androgen receptor (AR) and CCCTC-binding factor (CTCF), and modulates AR-dependent gene expression. The GBAF complex exhibits overlapping genome localization and transcriptional targets as bromodomain and extraterminal domain-containing (BET) proteins, which are established AR coregulators. Our results demonstrate that GBAF is critical for coordinating SWI/SNF-BET cooperation and uncover a new druggable target for AR-positive prostate cancers, including those resistant to androgen deprivation or antiandrogen therapies. SIGNIFICANCE: Advanced prostate cancers resistant to androgen receptor antagonists are still susceptible to nontoxic BRD9 inhibitors, making them a promising alternative for halting AR signaling in progressed disease.
Collapse
Affiliation(s)
- Aktan Alpsoy
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana
| | - Sagar M Utturkar
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana
| | - Benjamin C Carter
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana
| | - Alisha Dhiman
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana
| | - Sandra E Torregrosa-Allen
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana.,Department of Comparative Pathobiology, Purdue University, West Lafayette, Indiana
| | - Melanie P Currie
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana.,Department of Comparative Pathobiology, Purdue University, West Lafayette, Indiana
| | - Bennett D Elzey
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana.,Department of Comparative Pathobiology, Purdue University, West Lafayette, Indiana
| | - Emily C Dykhuizen
- Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, Indiana. .,Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana
| |
Collapse
|
17
|
Xing Z, Russon MP, Utturkar SM, Tran EJ. The RNA helicase DDX5 supports mitochondrial function in small cell lung cancer. J Biol Chem 2020; 295:8988-8998. [PMID: 32376686 PMCID: PMC7335798 DOI: 10.1074/jbc.ra120.012600] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 04/23/2020] [Indexed: 11/06/2022] Open
Abstract
DEAD-box helicase 5 (DDX5) is a founding member of the DEAD-box RNA helicase family, a group of enzymes that regulate ribonucleoprotein formation and function in every aspect of RNA metabolism, ranging from synthesis to decay. Our laboratory previously found that DDX5 is involved in energy homeostasis, a process that is altered in many cancers. Small cell lung cancer (SCLC) is an understudied cancer type for which effective treatments are currently unavailable. Using an array of methods, including short hairpin RNA-mediated gene silencing, RNA and ChIP sequencing analyses, and metabolite profiling, we show here that DDX5 is overexpressed in SCLC cell lines and that its down-regulation results in various metabolic and cellular alterations. Depletion of DDX5 resulted in reduced growth and mitochondrial dysfunction in the chemoresistant SCLC cell line H69AR. The latter was evidenced by down-regulation of genes involved in oxidative phosphorylation and by impaired oxygen consumption. Interestingly, DDX5 depletion specifically reduced intracellular succinate, a TCA cycle intermediate that serves as a direct electron donor to mitochondrial complex II. We propose that the oncogenic role of DDX5, at least in part, manifests as up-regulation of respiration supporting the energy demands of cancer cells.
Collapse
Affiliation(s)
- Zheng Xing
- Department of Biochemistry, Purdue University, West Lafayette, Indiana, USA
| | - Matthew P Russon
- Department of Biochemistry, Purdue University, West Lafayette, Indiana, USA
| | - Sagar M Utturkar
- Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana, USA
| | - Elizabeth J Tran
- Department of Biochemistry, Purdue University, West Lafayette, Indiana, USA; Purdue University Center for Cancer Research, Purdue University, West Lafayette, Indiana, USA.
| |
Collapse
|
18
|
Li C, Utturkar SM, Kasinski AL. Abstract 2349: Identifying genes and microRNAs that when lost, can drive neoplastic transformation of non-cancerous lung cells. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-2349] [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
Despite the fact that the death rate continues to drop over the last decades, lung cancer is still by far the leading cause of cancer mortalities due to lack of highly accurate prediction method and effective targeted therapeutics. Thus, this calls for identification of novel biomarkers and therapeutic targets, particularly those targeting critical genes that drive lung cancer development and malignancy. KRAS and TP53 are two of the most commonly mutated genes in non-small cell lung cancer (NSCLC) which represents 85% of all cases in lung cancer. However, aberrant expressions of many other genes that act as drivers of lung cancer are yet unidentified. Particularly, microRNAs which are genome-encoded small RNA molecules are globally downregulated in many cancers, and disrupting microRNA biogenesis has been shown to promote tumor formation. We utilize the power of the CRISPR-Cas9 gene knockout system to screen for critical tumor suppressor genes and microRNAs in the human and mouse genomes that when lost, can drive neoplastic transformation of lung cells. Two non-cancerous mammalian lung model systems are used for this study. (1) The human bronchial epithelial cells that stably express KRAS G12V and TP53-targeting shRNA (HBEC-KP) are used as the baseline in the first approach. Importantly, the HBEC-KP cells are anchorage dependent and incapable of forming tumor in in vivo. We have transiently transfected HBEC-KP tdTomato-expressing cells with Cas9 and transduced the cells with lenti-sgRNA human library (A). Cells were either passaged in two-dimensions for over two-months or were selected for growth in soft agar assays. Resulting cells were harvested to identify sgRNAs enriched in each of the individual condition. Several known tumor suppressor genes and microRNAs (such as BRCA2, let-7a-3, miR-34a) are present among top hits, while MYC and TP53 are highly depleted, which suggests the validity of this data. Top hits will be selected and validated. (2) The second model being used is the KrasLSL-G12D mouse model. Genetic recombination induces lung hyperplasia in these mice, which will serve as the baseline to identify gene and microRNA knockouts that drive advanced tumor progression. The KrasLSL-G12D; RosaLSL-Cas9/LSL-Cas9 (KC) mice have been generated, and will be validated for Cre-induced Cas9 stable expression. KC mice will be intratracheally injected with the mixture of adeno-Cre and lenti-sgRNAs, and eventually sgRNAs that are highly enriched in individual tumors that develop will be identified through deep sequencing and bioinformatic analysis, and targeted genes and microRNAs downregulated in the tumors will be validated in functional assays and for loss in human NSCLC tumor samples.
Citation Format: Chennan Li, Sagar M. Utturkar, Andrea L. Kasinski. Identifying genes and microRNAs that when lost, can drive neoplastic transformation of non-cancerous lung cells [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 2349.
Collapse
|
19
|
McCoy RM, Utturkar SM, Crook JW, Thimmapuram J, Widhalm JR. The origin and biosynthesis of the naphthalenoid moiety of juglone in black walnut. Hortic Res 2018; 5:67. [PMID: 30393541 PMCID: PMC6210188 DOI: 10.1038/s41438-018-0067-5] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 06/14/2018] [Accepted: 06/17/2018] [Indexed: 05/20/2023]
Abstract
Several members of the Juglandaceae family produce juglone, a specialized 1,4-naphthoquinone (1,4-NQ) natural product that is responsible for the notorious allelopathic effects of black walnut (Juglans nigra). Despite its documented ecological roles and potential for being developed as a novel natural product-based herbicide, none of the genes involved in synthesizing juglone have been identified. Based on classical labeling studies, we hypothesized that biosynthesis of juglone's naphthalenoid moiety is shared with biochemical steps of the phylloquinone pathway. Here, using comparative transcriptomics in combination with targeted metabolic profiling of 1,4-NQs in various black walnut organs, we provide evidence that phylloquinone pathway genes involved in 1,4-dihydroxynaphthoic acid (DHNA) formation are expressed in roots for synthesis of a compound other than phylloquinone. Feeding experiments using axenic black walnut root cultures revealed that stable isotopically labeled l-glutamate incorporates into juglone resulting in the same mass shift as that expected for labeling of the quinone ring in phylloquinone. Taken together, these results indicate that in planta, an intermediate from the phylloquinone pathway provides the naphthalenoid moiety of juglone. Moreover, this work shows that juglone can be de novo synthesized in roots without the contribution of immediate precursors translocated from aerial tissues. The present study illuminates all genes involved in synthesizing the juglone naphthoquinone ring and provides RNA-sequencing datasets that can be used with functional screening studies to elucidate the remaining juglone pathway genes. Translation of the generated knowledge is expected to inform future metabolic engineering strategies for harnessing juglone as a novel natural product-based herbicide.
Collapse
Affiliation(s)
- Rachel M. McCoy
- Department of Horticulture and Landscape Architecture, Purdue University, 625 Agriculture Mall Drive, West Lafayette, IN 47907 USA
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN 47907 USA
| | - Sagar M. Utturkar
- Bioinformatics Core, Purdue University, 155 South Grant Street, West Lafayette, IN 47907 USA
| | - Joseph W. Crook
- Department of Horticulture and Landscape Architecture, Purdue University, 625 Agriculture Mall Drive, West Lafayette, IN 47907 USA
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN 47907 USA
| | - Jyothi Thimmapuram
- Bioinformatics Core, Purdue University, 155 South Grant Street, West Lafayette, IN 47907 USA
| | - Joshua R. Widhalm
- Department of Horticulture and Landscape Architecture, Purdue University, 625 Agriculture Mall Drive, West Lafayette, IN 47907 USA
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN 47907 USA
| |
Collapse
|
20
|
Zhivin O, Dassa B, Moraïs S, Utturkar SM, Brown SD, Henrissat B, Lamed R, Bayer EA. Unique organization and unprecedented diversity of the Bacteroides (Pseudobacteroides) cellulosolvens cellulosome system. Biotechnol Biofuels 2017; 10:211. [PMID: 28912832 PMCID: PMC5590126 DOI: 10.1186/s13068-017-0898-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 08/29/2017] [Indexed: 05/23/2023]
Abstract
BACKGROUND (Pseudo) Bacteroides cellulosolvens is an anaerobic, mesophilic, cellulolytic, cellulosome-producing clostridial bacterium capable of utilizing cellulose and cellobiose as carbon sources. Recently, we sequenced the B. cellulosolvens genome, and subsequent comprehensive bioinformatic analysis, herein reported, revealed an unprecedented number of cellulosome-related components, including 78 cohesin modules scattered among 31 scaffoldins and more than 200 dockerin-bearing ORFs. In terms of numbers, the B. cellulosolvens cellulosome system represents the most intricate, compositionally diverse cellulosome system yet known in nature. RESULTS The organization of the B. cellulosolvens cellulosome is unique compared to previously described cellulosome systems. In contrast to all other known cellulosomes, the cohesin types are reversed for all scaffoldins i.e., the type II cohesins are located on the enzyme-integrating primary scaffoldin, whereas the type I cohesins are located on the anchoring scaffoldins. Many of the type II dockerin-bearing ORFs include X60 modules, which are known to stabilize type II cohesin-dockerin interactions. In the present work, we focused on revealing the architectural arrangement of cellulosome structure in this bacterium by examining numerous interactions between the various cohesin and dockerin modules. In total, we cloned and expressed 43 representative cohesins and 27 dockerins. The results revealed various possible architectures of cell-anchored and cell-free cellulosomes, which serve to assemble distinctive cellulosome types via three distinct cohesin-dockerin specificities: type I, type II, and a novel-type designated R (distinct from type III interactions, predominant in ruminococcal cellulosomes). CONCLUSIONS The results of this study provide novel insight into the architecture and function of the most intricate and extensive cellulosomal system known today, thereby extending significantly our overall knowledge base of cellulosome systems and their components. The robust cellulosome system of B. cellulosolvens, with its unique binding specificities and reversal of cohesin-dockerin types, has served to amend our view of the cellulosome paradigm. Revealing new cellulosomal interactions and arrangements is critical for designing high-efficiency artificial cellulosomes for conversion of plant-derived cellulosic biomass towards improved production of biofuels.
Collapse
Affiliation(s)
- Olga Zhivin
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Bareket Dassa
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Sarah Moraïs
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Sagar M. Utturkar
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919 USA
- BioEnergy Science Center, Oak Ridge, TN USA
| | - Steven D. Brown
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919 USA
- BioEnergy Science Center, Oak Ridge, TN USA
- Biosciences Division, Energy and Environment Directorate, Oak Ridge National Laboratory, Oak Ridge, TN USA
| | - Bernard Henrissat
- Architecture et Fonction des Macromolécules Biologiques, Aix-Marseille University and CNRS, Marseille, France
| | - Raphael Lamed
- Department of Molecular Microbiology and Biotechnology, Tel Aviv University, Ramat Aviv, Israel
| | - Edward A. Bayer
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| |
Collapse
|
21
|
Utturkar SM, Klingeman DM, Hurt RA, Brown SD. A Case Study into Microbial Genome Assembly Gap Sequences and Finishing Strategies. Front Microbiol 2017; 8:1272. [PMID: 28769883 PMCID: PMC5513972 DOI: 10.3389/fmicb.2017.01272] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [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: 05/08/2017] [Accepted: 06/26/2017] [Indexed: 11/20/2022] Open
Abstract
This study characterized regions of DNA which remained unassembled by either PacBio and Illumina sequencing technologies for seven bacterial genomes. Two genomes were manually finished using bioinformatics and PCR/Sanger sequencing approaches and regions not assembled by automated software were analyzed. Gaps present within Illumina assemblies mostly correspond to repetitive DNA regions such as multiple rRNA operon sequences. PacBio gap sequences were evaluated for several properties such as GC content, read coverage, gap length, ability to form strong secondary structures, and corresponding annotations. Our hypothesis that strong secondary DNA structures blocked DNA polymerases and contributed to gap sequences was not accepted. PacBio assemblies had few limitations overall and gaps were explained as cumulative effect of lower than average sequence coverage and repetitive sequences at contig termini. An important aspect of the present study is the compilation of biological features that interfered with assembly and included active transposons, multiple plasmid sequences, phage DNA integration, and large sequence duplication. Our targeted genome finishing approach and systematic evaluation of the unassembled DNA will be useful for others looking to close, finish, and polish microbial genome sequences.
Collapse
Affiliation(s)
- Sagar M Utturkar
- Graduate School of Genome Science and Technology, University of TennesseeKnoxville, TN, United States
| | - Dawn M Klingeman
- Biosciences Division, Oak Ridge National LaboratoryOak Ridge, TN, United States.,BioEnergy Science CenterOak Ridge, TN, United States
| | - Richard A Hurt
- Biosciences Division, Oak Ridge National LaboratoryOak Ridge, TN, United States
| | - Steven D Brown
- Graduate School of Genome Science and Technology, University of TennesseeKnoxville, TN, United States.,Biosciences Division, Oak Ridge National LaboratoryOak Ridge, TN, United States.,BioEnergy Science CenterOak Ridge, TN, United States
| |
Collapse
|
22
|
Yang S, Fei Q, Zhang Y, Contreras LM, Utturkar SM, Brown SD, Himmel ME, Zhang M. Zymomonas mobilis as a model system for production of biofuels and biochemicals. Microb Biotechnol 2016; 9:699-717. [PMID: 27629544 PMCID: PMC5072187 DOI: 10.1111/1751-7915.12408] [Citation(s) in RCA: 128] [Impact Index Per Article: 16.0] [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: 05/17/2016] [Revised: 08/03/2016] [Accepted: 08/05/2016] [Indexed: 12/04/2022] Open
Abstract
Zymomonas mobilis is a natural ethanologen with many desirable industrial biocatalyst characteristics. In this review, we will discuss work to develop Z. mobilis as a model system for biofuel production from the perspectives of substrate utilization, development for industrial robustness, potential product spectrum, strain evaluation and fermentation strategies. This review also encompasses perspectives related to classical genetic tools and emerging technologies in this context.
Collapse
Affiliation(s)
- Shihui Yang
- National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA. .,Hubei Collaborative Innovation Center for Green Transformation of Bio-resources, Hubei Key Laboratory of Industrial Biotechnology, College of Life Sciences, Hubei University, Wuhan, 430062, China.
| | - Qiang Fei
- National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.,School of Chemical Engineering and Technology, Xi'an Jiaotong University, Xi'an, 710049, China
| | - Yaoping Zhang
- Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin, Madison, WI, 53726, USA
| | - Lydia M Contreras
- McKetta Department of Chemical Engineering, University of Texas, Austin, TX, 78712, USA
| | - Sagar M Utturkar
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN, 37919, USA
| | - Steven D Brown
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN, 37919, USA.,BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.,Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Michael E Himmel
- Biosciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Min Zhang
- National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.
| |
Collapse
|
23
|
Utturkar SM, Cude WN, Robeson MS, Yang ZK, Klingeman DM, Land ML, Allman SL, Lu TYS, Brown SD, Schadt CW, Podar M, Doktycz MJ, Pelletier DA. Enrichment of Root Endophytic Bacteria from Populus deltoides and Single-Cell-Genomics Analysis. Appl Environ Microbiol 2016; 82:5698-708. [PMID: 27422831 PMCID: PMC5007785 DOI: 10.1128/aem.01285-16] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Accepted: 07/07/2016] [Indexed: 12/11/2022] Open
Abstract
UNLABELLED Bacterial endophytes that colonize Populus trees contribute to nutrient acquisition, prime immunity responses, and directly or indirectly increase both above- and below-ground biomasses. Endophytes are embedded within plant material, so physical separation and isolation are difficult tasks. Application of culture-independent methods, such as metagenome or bacterial transcriptome sequencing, has been limited due to the predominance of DNA from the plant biomass. Here, we describe a modified differential and density gradient centrifugation-based protocol for the separation of endophytic bacteria from Populus roots. This protocol achieved substantial reduction in contaminating plant DNA, allowed enrichment of endophytic bacteria away from the plant material, and enabled single-cell genomics analysis. Four single-cell genomes were selected for whole-genome amplification based on their rarity in the microbiome (potentially uncultured taxa) as well as their inferred abilities to form associations with plants. Bioinformatics analyses, including assembly, contamination removal, and completeness estimation, were performed to obtain single-amplified genomes (SAGs) of organisms from the phyla Armatimonadetes, Verrucomicrobia, and Planctomycetes, which were unrepresented in our previous cultivation efforts. Comparative genomic analysis revealed unique characteristics of each SAG that could facilitate future cultivation efforts for these bacteria. IMPORTANCE Plant roots harbor a diverse collection of microbes that live within host tissues. To gain a comprehensive understanding of microbial adaptations to this endophytic lifestyle from strains that cannot be cultivated, it is necessary to separate bacterial cells from the predominance of plant tissue. This study provides a valuable approach for the separation and isolation of endophytic bacteria from plant root tissue. Isolated live bacteria provide material for microbiome sequencing, single-cell genomics, and analyses of genomes of uncultured bacteria to provide genomics information that will facilitate future cultivation attempts.
Collapse
Affiliation(s)
- Sagar M Utturkar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, Tennessee, USA
| | - W Nathan Cude
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Michael S Robeson
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Zamin K Yang
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Dawn M Klingeman
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Miriam L Land
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Steve L Allman
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Tse-Yuan S Lu
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Steven D Brown
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | | | - Mircea Podar
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Mitchel J Doktycz
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Dale A Pelletier
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| |
Collapse
|
24
|
Timm CM, Campbell AG, Utturkar SM, Jun SR, Parales RE, Tan WA, Robeson MS, Lu TYS, Jawdy S, Brown SD, Ussery DW, Schadt CW, Tuskan GA, Doktycz MJ, Weston DJ, Pelletier DA. Metabolic functions of Pseudomonas fluorescens strains from Populus deltoides depend on rhizosphere or endosphere isolation compartment. Front Microbiol 2015; 6:1118. [PMID: 26528266 PMCID: PMC4604316 DOI: 10.3389/fmicb.2015.01118] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Accepted: 09/28/2015] [Indexed: 12/13/2022] Open
Abstract
The bacterial microbiota of plants is diverse, with 1000s of operational taxonomic units (OTUs) associated with any individual plant. In this work, we used phenotypic analysis, comparative genomics, and metabolic models to investigate the differences between 19 sequenced Pseudomonas fluorescens strains. These isolates represent a single OTU and were collected from the rhizosphere and endosphere of Populus deltoides. While no traits were exclusive to either endosphere or rhizosphere P. fluorescens isolates, multiple pathways relevant for plant-bacterial interactions are enriched in endosphere isolate genomes. Further, growth phenotypes such as phosphate solubilization, protease activity, denitrification and root growth promotion are biased toward endosphere isolates. Endosphere isolates have significantly more metabolic pathways for plant signaling compounds and an increased metabolic range that includes utilization of energy rich nucleotides and sugars, consistent with endosphere colonization. Rhizosphere P. fluorescens have fewer pathways representative of plant-bacterial interactions but show metabolic bias toward chemical substrates often found in root exudates. This work reveals the diverse functions that may contribute to colonization of the endosphere by bacteria and are enriched among closely related isolates.
Collapse
Affiliation(s)
- Collin M Timm
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA
| | - Alisha G Campbell
- Department of Natural Sciences, Northwest Missouri State University Maryville, MO, USA
| | - Sagar M Utturkar
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA ; Graduate School of Genome Science and Technology, University of Tennessee, Knoxville Knoxville, TN, USA
| | - Se-Ran Jun
- Joint Institute for Computational Sciences, University of Tennessee, Knoxville Knoxville, TN, USA
| | - Rebecca E Parales
- Microbiology and Molecular Genetics, University of California, Davis Davis, CA, USA
| | - Watumesa A Tan
- Microbiology and Molecular Genetics, University of California, Davis Davis, CA, USA
| | - Michael S Robeson
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA ; Fish, Wildlife and Conservation Biology, Colorado State University Fort Collins, CO, USA
| | - Tse-Yuan S Lu
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA
| | - Sara Jawdy
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA
| | - Steven D Brown
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA ; Graduate School of Genome Science and Technology, University of Tennessee, Knoxville Knoxville, TN, USA
| | - David W Ussery
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA
| | - Christopher W Schadt
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA ; Department of Microbiology, University of Tennessee, Knoxville Knoxville, TN, USA
| | - Gerald A Tuskan
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA
| | - Mitchel J Doktycz
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA
| | - David J Weston
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA
| | - Dale A Pelletier
- Biosciences Division, Oak Ridge National Laboratory Oak Ridge, TN, USA
| |
Collapse
|
25
|
Utturkar SM, Klingeman DM, Bruno-Barcena JM, Chinn MS, Grunden AM, Köpke M, Brown SD. Sequence data for Clostridium autoethanogenum using three generations of sequencing technologies. Sci Data 2015; 2:150014. [PMID: 25977818 PMCID: PMC4409012 DOI: 10.1038/sdata.2015.14] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [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: 02/11/2015] [Accepted: 03/12/2015] [Indexed: 01/07/2023] Open
Abstract
During the past decade, DNA sequencing output has been mostly dominated by the second generation sequencing platforms which are characterized by low cost, high throughput and shorter read lengths for example, Illumina. The emergence and development of so called third generation sequencing platforms such as PacBio has permitted exceptionally long reads (over 20 kb) to be generated. Due to read length increases, algorithm improvements and hybrid assembly approaches, the concept of one chromosome, one contig and automated finishing of microbial genomes is now a realistic and achievable task for many microbial laboratories. In this paper, we describe high quality sequence datasets which span three generations of sequencing technologies, containing six types of data from four NGS platforms and originating from a single microorganism, Clostridium autoethanogenum. The dataset reported here will be useful for the scientific community to evaluate upcoming NGS platforms, enabling comparison of existing and novel bioinformatics approaches and will encourage interest in the development of innovative experimental and computational methods for NGS data.
Collapse
Affiliation(s)
- Sagar M Utturkar
- Graduate School of Genome Science and Technology, University of Tennessee , Knoxville, Tennessee 37919, USA
| | - Dawn M Klingeman
- Biosciences Division, Oak Ridge National Laboratory , Oak Ridge, Tennessee 37831, USA
| | - José M Bruno-Barcena
- Department of Plant and Microbial Biology, North Carolina State University , Raleigh, North Carolina 27695, USA
| | - Mari S Chinn
- Department of Biological and Agricultural Engineering, North Carolina State University , Raleigh, North Carolina 27695, USA
| | - Amy M Grunden
- Department of Plant and Microbial Biology, North Carolina State University , Raleigh, North Carolina 27695, USA
| | | | - Steven D Brown
- Graduate School of Genome Science and Technology, University of Tennessee , Knoxville, Tennessee 37919, USA ; Biosciences Division, Oak Ridge National Laboratory , Oak Ridge, Tennessee 37831, USA
| |
Collapse
|
26
|
Utturkar SM, Klingeman DM, Land ML, Schadt CW, Doktycz MJ, Pelletier DA, Brown SD. Evaluation and validation of de novo and hybrid assembly techniques to derive high-quality genome sequences. ACTA ACUST UNITED AC 2014; 30:2709-16. [PMID: 24930142 PMCID: PMC4173024 DOI: 10.1093/bioinformatics/btu391] [Citation(s) in RCA: 86] [Impact Index Per Article: 8.6] [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] [Indexed: 11/14/2022]
Abstract
MOTIVATION To assess the potential of different types of sequence data combined with de novo and hybrid assembly approaches to improve existing draft genome sequences. RESULTS Illumina, 454 and PacBio sequencing technologies were used to generate de novo and hybrid genome assemblies for four different bacteria, which were assessed for quality using summary statistics (e.g. number of contigs, N50) and in silico evaluation tools. Differences in predictions of multiple copies of rDNA operons for each respective bacterium were evaluated by PCR and Sanger sequencing, and then the validated results were applied as an additional criterion to rank assemblies. In general, assemblies using longer PacBio reads were better able to resolve repetitive regions. In this study, the combination of Illumina and PacBio sequence data assembled through the ALLPATHS-LG algorithm gave the best summary statistics and most accurate rDNA operon number predictions. This study will aid others looking to improve existing draft genome assemblies. AVAILABILITY AND IMPLEMENTATION All assembly tools except CLC Genomics Workbench are freely available under GNU General Public License. CONTACT brownsd@ornl.gov SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
Collapse
Affiliation(s)
- Sagar M Utturkar
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Dawn M Klingeman
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Miriam L Land
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Christopher W Schadt
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Mitchel J Doktycz
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Dale A Pelletier
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Steven D Brown
- Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA Graduate School of Genome Science and Technology, University of Tennessee, Knoxville, TN 37919, USA and Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| |
Collapse
|