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Gurbatri CR, Radford GA, Vrbanac L, Im J, Thomas EM, Coker C, Taylor SR, Jang Y, Sivan A, Rhee K, Saleh AA, Chien T, Zandkarimi F, Lia I, Lannagan TRM, Wang T, Wright JA, Kobayashi H, Ng JQ, Lawrence M, Sammour T, Thomas M, Lewis M, Papanicolas L, Perry J, Fitzsimmons T, Kaazan P, Lim A, Stavropoulos AM, Gouskos DA, Marker J, Ostroff C, Rogers G, Arpaia N, Worthley DL, Woods SL, Danino T. Engineering tumor-colonizing E. coli Nissle 1917 for detection and treatment of colorectal neoplasia. Nat Commun 2024; 15:646. [PMID: 38245513 PMCID: PMC10799955 DOI: 10.1038/s41467-024-44776-4] [Citation(s) in RCA: 44] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 01/05/2024] [Indexed: 01/22/2024] Open
Abstract
Bioengineered probiotics enable new opportunities to improve colorectal cancer (CRC) screening, prevention and treatment. Here, first, we demonstrate selective colonization of colorectal adenomas after oral delivery of probiotic E. coli Nissle 1917 (EcN) to a genetically-engineered murine model of CRC predisposition and orthotopic models of CRC. We next undertake an interventional, double-blind, dual-centre, prospective clinical trial, in which CRC patients take either placebo or EcN for two weeks prior to resection of neoplastic and adjacent normal colorectal tissue (ACTRN12619000210178). We detect enrichment of EcN in tumor samples over normal tissue from probiotic-treated patients (primary outcome of the trial). Next, we develop early CRC intervention strategies. To detect lesions, we engineer EcN to produce a small molecule, salicylate. Oral delivery of this strain results in increased levels of salicylate in the urine of adenoma-bearing mice, in comparison to healthy controls. To assess therapeutic potential, we engineer EcN to locally release a cytokine, GM-CSF, and blocking nanobodies against PD-L1 and CTLA-4 at the neoplastic site, and demonstrate that oral delivery of this strain reduces adenoma burden by ~50%. Together, these results support the use of EcN as an orally-deliverable platform to detect disease and treat CRC through the production of screening and therapeutic molecules.
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Affiliation(s)
- Candice R Gurbatri
- Department of Biomedical Engineering, Columbia University, New York, NY, 10027, USA
| | - Georgette A Radford
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
| | - Laura Vrbanac
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
| | - Jongwon Im
- Department of Biomedical Engineering, Columbia University, New York, NY, 10027, USA
| | - Elaine M Thomas
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
| | - Courtney Coker
- Department of Biomedical Engineering, Columbia University, New York, NY, 10027, USA
| | - Samuel R Taylor
- Weill Cornell-Rockefeller-Sloan Kettering Tri-Institutional MD-PhD program, New York, NY, USA
| | - YoungUk Jang
- Department of Biomedical Engineering, Columbia University, New York, NY, 10027, USA
| | - Ayelet Sivan
- Department of Biomedical Engineering, Columbia University, New York, NY, 10027, USA
| | - Kyu Rhee
- Division of Infectious Diseases, Weill Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Anas A Saleh
- Division of Infectious Diseases, Weill Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Tiffany Chien
- Department of Biomedical Engineering, Columbia University, New York, NY, 10027, USA
| | | | - Ioana Lia
- Department of Biomedical Engineering, Columbia University, New York, NY, 10027, USA
| | - Tamsin R M Lannagan
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
| | - Tongtong Wang
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia
| | - Josephine A Wright
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia
| | - Hiroki Kobayashi
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia
| | - Jia Q Ng
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
| | - Matt Lawrence
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia
| | - Tarik Sammour
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia
| | - Michelle Thomas
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia
| | - Mark Lewis
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia
| | - Lito Papanicolas
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia
- College of Medicine and Public Health, Flinders University, Bedford Park, South Australia, 5042, Australia
| | - Joanne Perry
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia
| | - Tracy Fitzsimmons
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia
| | - Patricia Kaazan
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
| | - Amanda Lim
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
| | | | - Dion A Gouskos
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia
| | - Julie Marker
- Cancer Voices SA, Adelaide, South Australia, Australia
| | - Cheri Ostroff
- University of South Australia, Adelaide, South Australia, 5000, Australia
| | - Geraint Rogers
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia
- College of Medicine and Public Health, Flinders University, Bedford Park, South Australia, 5042, Australia
| | - Nicholas Arpaia
- Department of Microbiology & Immunology, Vagelos College of Physicians and Surgeons of Columbia University, New York, NY, 10032, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, 10027, USA
| | - Daniel L Worthley
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia
- Colonoscopy Clinic, Spring Hill, 4000, Queensland, Australia
| | - Susan L Woods
- Adelaide Medical School, University of Adelaide, Adelaide, SA, 5000, Australia.
- South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, 5000, Australia.
| | - Tal Danino
- Department of Biomedical Engineering, Columbia University, New York, NY, 10027, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University, New York, NY, 10027, USA.
- Data Science Institute, Columbia University, New York, NY, 10027, USA.
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Yang YH, Zhao J, Du ZZ. Unravelling the key aroma compounds in the characteristic fragrance of Dendrobium officinale flowers for potential industrial application. PHYTOCHEMISTRY 2022; 200:113223. [PMID: 35513134 DOI: 10.1016/j.phytochem.2022.113223] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 04/29/2022] [Accepted: 04/30/2022] [Indexed: 06/14/2023]
Abstract
Dendrobium officinale Kimura et Migo, one of the most important orchids because of its medicinal and edible value, has a typical Dendrobium Sw. flora scent, which has great application potential and commercial value to be characterized. The aroma-active compounds originating from D. officinale fresh flowers (DFF) were investigated using a sensomics approach. A combined solid phase microextraction and solvent-assisted flavor evaporation method were used to accurately capture the overall aromatic profile. Exactly 34 odorants were detected and identified by aroma extract dilution analysis (AEDA) coupled with gas chromatography/olfactometry-mass spectrometry (GC/O-MS) in DFF, of which nine odorants had a flavor dilution (FD) factor ≥27. All 34 odorants were further quantified. The odor activity values (OAVs) were calculated with the highest value of 7444, in which 18 compounds were confirmed to be key odorants, including 1-octen-3-ol, hexanal, nonanal, phenylacetaldehyde, linalool, 4-oxoisophorone, theaspirane, methyl salicylate, etc. Among the studies above, 42 out of 78 volatiles and 14 out of 34 odorants were identified in DFF for the first time. Then, the aroma profile of the DFF was simulated successfully by aroma recombination experiments based on the quantitation results, and the omission test suggested that alcohols are the decisive type of compounds in the DFF key odorants. In addition, a progressive addition test showed that the aroma recombinate prepared with 18 reference key odorants was able to reconstruct the characteristic aroma of DFF. In comparison, the recombinate constituted by mixing all 34 reference odorants in the same concentrations as determined in the DDF sample could mimic the flower scent and closely match the sensory attributes of the original D. officinale fresh flower.
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Affiliation(s)
- Yu-Han Yang
- Department of Economic Plants and Biotechnology, Yunnan Key Laboratory for Wild Plant Resources, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, Yunnan, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jie Zhao
- Department of Economic Plants and Biotechnology, Yunnan Key Laboratory for Wild Plant Resources, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, Yunnan, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Zhi-Zhi Du
- Department of Economic Plants and Biotechnology, Yunnan Key Laboratory for Wild Plant Resources, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, Yunnan, China; Bio-Innovation Center of DR PLANT, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, Yunnan, China.
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Fulk EM, Gao X, Lu LC, Redeker KR, Masiello CA, Silberg JJ. Nondestructive Chemical Sensing within Bulk Soil Using 1000 Biosensors Per Gram of Matrix. ACS Synth Biol 2022; 11:2372-2383. [PMID: 35715210 DOI: 10.1021/acssynbio.2c00083] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Gene expression can be monitored in hard-to-image environmental materials using gas-reporting biosensors, but these outputs have only been applied in autoclaved matrices that are hydrated with rich medium. To better understand the compatibility of indicator gas reporting with environmental samples, we evaluated how matrix hydration affects the gas signal of an engineered microbe added to a sieved soil. A gas-reporting microbe presented a gas signal in a forest soil (Alfisol) when hydrated to an environmentally relevant osmotic pressure. When the gas signal was concentrated prior to analysis, a biosensor titer of 103 cells/gram of soil produced a significant signal when soil was supplemented with halides. A signal was also observed without halide amendment, but a higher cell titer (106 cells/gram of soil) was required. A sugar-regulated gas biosensor was able to report with a similar level of sensitivity when added to an unsterilized soil matrix, illustrating how gas concentration enables biosensing within a soil containing environmental microbes. These results establish conditions where engineered microbes can report on gene expression in living environmental matrices with decreased perturbation of the soil environment compared to previously reported approaches, using biosensor titers that are orders of magnitude lower than the number of cells typically observed in a gram of soil.
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Affiliation(s)
- Emily M Fulk
- Systems, Synthetic, and Physical Biology Graduate Program, Rice University, 6100 Main Street, MS-180, Houston, Texas 77005, United States
| | - Xiaodong Gao
- Department of Earth, Environmental and Planetary Sciences, Rice University, 6100 Main St, MS-126, Houston, Texas 77005, United States
| | - Li Chieh Lu
- Department of Biosciences, Rice University, 6100 Main Street, MS-140, Houston, Texas 77005, United States
| | - Kelly R Redeker
- Department of Biology, University of York, Heslington, York YO10 5DD, United Kingdom
| | - Caroline A Masiello
- Department of Earth, Environmental and Planetary Sciences, Rice University, 6100 Main St, MS-126, Houston, Texas 77005, United States.,Department of Biosciences, Rice University, 6100 Main Street, MS-140, Houston, Texas 77005, United States.,Department of Chemistry, Rice University, 6100 Main Street, MS-60, Houston, Texas 77005, United States
| | - Jonathan J Silberg
- Department of Biosciences, Rice University, 6100 Main Street, MS-140, Houston, Texas 77005, United States.,Department of Bioengineering, Rice University, 6100 Main Street, MS-142, Houston, Texas 77005, United States.,Department of Chemical and Biomolecular Engineering, Rice University, 6100 Main Street, MS-362, Houston, Texas 77005, United States
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