The Interface of (Meta)Genomics, Machine Learning, and Natural Product Discovery
05 Mar - 08 Mar 2017
Cancun, Mexico
David Mead
Terra Bioworks
Claes Gustafsson
ATUM
Michael Thomas
University of Wisconsin-Madison
Early Bird - Expired • Talk Submission - Expired • Poster Submission - Expired • Registration & Payment Deadline - Expired
You can find the ACS Synthetic Biology Conference report here.
Genome sequencing has revealed an enormous biosynthetic capacity for microbial natural products, only a small fraction of which are represented in fermentation-based screens. Synthetic biology tools are being developed to translate the encoded diversity of microbial biosynthetic pathways into novel compounds and natural products. The Synthetic Biology for Natural Products conference will blend these disciplines with the goal of generating new platforms, tools and technologies to capture, manipulate and engineer natural product genes and pathways. Converting this vast untapped (meta)genomic diversity into novel chemical leads for biomedical and agricultural applications will require breakthroughs in design, scale and biologics that currently limit the field.
Key Sessions Include:
- (Meta)Genomics-Enabled Natural Product Discovery
- New Tools for Capturing, Manipulating and Activating SM Pathways
- Advances in Heterologous Expression & Screening Technologies
- Designing Genes and Circuits for Novel Products and Yield Improvement
Synthetic biology scientists and companies looking to learn the latest engineering and synthetic biology technologies for converting small molecule, natural product pathways into novel compounds. Topics discussed during the conference will span the experimental spectrum from molecular biology, microbiology, drug discovery, chemistry and pharmacology, to antibiosis activities against cancer, viral and microbial pathogens.
A new generation of tools and technologies is needed to convert the vast biodiversity found in natural product pathways into bioactive compounds and treatments. The Synthetic Biology for Natural Products conference will bring together a broad spectrum of research scientists and corporate managers interested in learning about the latest developments in this new field.
Laurent Daviet (Firmenich SA)
"DEVELOPING BIOSYNTHETIC ROUTES FOR THE MICROBIAL PRODUCTION OF FLAVOR AND FRAGRANCE TERPENES"
Mark Liles (Auburn University)
"RECOVERY AND EXPRESSION OF INTACT SECONDARY METABOLITE BIOSYNTHETIC PATHWAYS FROM A LARGE-INSERT SOIL METAGENOMIC LIBRARY"
William Metcalf (University of Illinois)
"LARGE-SCALE GENOME MINING FOR NATURAL PRODUCT DISCOVERY"
Laura Motta-Mena (Optologix, LLC)
"LITE SWITCH: A LIGHT-INDUCIBLE SYSTEM TO RAPIDLY CONTROL GENE EXPRESSION SPATIALLY AND TEMPORALLY"
Anne Osbourn (John Innes Centre)
“HARNESSING PLANT METABOLIC DIVERSITY: FROM GENOMES TO GRAM-SCALE QUANTITIES OF NATURAL PRODUCTS AND ANALOGS”
Michael Smanski (University of Minnesota)
"HIGH-THROUGHPUT CONSTRUCTION OF NATURAL PRODUCT BIOSYNTHETIC PATHWAYS"
Christopher Voigt (Massachusetts Institute of Technology)
“GENETIC DESIGN FOR DISCOVERY”
Larry Wackett (University of Minnesota)
"DISCOVERY OF β-LACTONE SYNTHETASE ENZYME REVEALS UNEXPECTED OVERLAP IN MICROBIAL HYDROCARBON AND ANTIBIOTIC BIOSYNTHESIS"
Gavin Williams (NC State University)
"SYNTHETIC BIOLOGY APPROACH FOR PRODUCTION AND DIVERSIFICATION OF COMPLEX POLYKETIDES"
Chengcang Charles Wu (Intact Genomics, Inc.)
"ACCESS 1,000,000 FULL-LENGTH SECONDARY METABOLITE BIOSYNTHETIC GENE CLUSTERS AND THEIR NATURAL PRODUCT COMPOUNDS FROM MICROBES AND METAGENOMES"
Huimin Zhao (University of Illinois at Urbana-Champaign)
"DISCOVERY AND ENGINEERING OF NOVEL NATURAL PRODUCTS VIA SYNTHETIC BIOLOGY"
David Cane (Brown University)
"NATURE AS STEREOCHEMIST"
Douglas Mitchell (University of Illinois at Urbana-Champaign)
"ROUNDING UP BIOSYNTHETIC GENE CLUSTERS WITH RODEO"
Patrick Westfall (Zymergen)
“SYSTEMATIC AND COMPREHENSIVE GENOME ENGINEERING FOR IMPROVED MICROBIAL PERFORMANCE”
Jay Keasling (UC Berkeley)
“ENGINEERED POLYKETIDE SYNTHASES FOR PRODUCTION OF COMMODITY AND SPECIALTY CHEMICALS”
Alexander Wentzel (Sintef)
"NEW BIOACTIVE COMPOUNDS FROM ENVIRONMENTAL MICROBIAL RESOURCES BY AN INTEGRATED FUNCTIONAL (META)GENOMICS APPROACH"
Kristy Hawkins (Antheia)
"A MICROBIAL PLATFORM FOR THE PRODUCTION OF BENZYLISOQUINOLINE ALKALOIDS"
Cornelia Scheitz (Autodesk)
"NEW FROM AUTODESK: A HIGH POWERED, CLOUD BASED, OPEN SOURCE CAD TOOL TO DRIVE BIOLOGICAL DESIGN."
Mark Burk (Genomatica, Inc.)
“CELL-FREE BIOSYNTHESIS OF NATURAL PRODUCTS AND ANALOGS”
Colin Harvey (Stanford University)
“SACCHAROMYCES CEREVISIAE AS A PLATFORM FOR THE LARGE-SCALE EXPRESSION OF ORPHAN FUNGAL BIOSYNTHETIC GENE CLUSTERS"
Daisuke Umeno (Chiba University)
“LABORATORY EVOLUTION OF CAROTENOID AND TRITERPENOID PATHWAYS”
Elizabeth Sattely (Stanford University)
“DISCOVERY AND ENGINEERING PLANT CHEMISTRY”
Zhen Kang (Jiangnan University)
“DEVELOPMENT OF SYNTHETIC BIOLOGY TOOLS FOR IMPROVING NATURAL PRODUCTS BIOSYNTHESIS”
Brian Pfleger (University of Wisconsin Madison)
"ENGINEERING TRANS-ACTING REGULATORS TO DYNAMICALLY CONTROL GENE EXPRESSION IN BACTERIA"
Joerg Bohlmann (University of British Columbia)
"TERPENE FRAGRANCE BIOSYNTHESIS IN TROPICAL SANDALWOOD"
Charles Moore (Novartis Pharma AG)
“TOWARDS A SYNTHETIC BIOLOGY PLATFORM FOR NATURAL PRODUCT DISCOVERY”
Claudia Schmidt-Dannert (University of Minnesota)
"MAPPING THE TERPENOID NATURAL PRODUCTS DIVERSITY OF BASIDIOMYCOTA"
Wolfgang Wohlleben (University of Tübingen)
"ENGINEERING PRECUSOR SUPPLY IN SECONDRY METABOLITE BIOSYNTHESIS"
David L Pompliano (Lodo Therapeutics)
"MICROBIAL METAGENOME-BASED ANTIBACTERIAL DISCOVERY"
Christopher Boddy (University of Ottawa)
“FRONTIERS IN HETEROLOGOUS EXPRESSION OF BACTERIAL NATURAL PRODUCTS”
Jean-Etienne Bassard (University of Copenhagen)
“P450-MEDIATED METABOLISM ORGANIZED AS DYNAMIC METABOLONS - EXAMPLE OF THE DHURRIN METABOLON”
Andriy Luzhetskyy (Saarland University)
“BRIDGING IN SILICO AND IN VIVO FOR THE DISCOVERY OF NEW NATURAL PRODUCTS”
Derek Abbott (Amyris Inc)
"DATA-DRIVEN SYNTHETIC BIOLOGY FOR RAPID ADVANCES IN NATURAL PRODUCTS BIOSYNTHESIS"
Marc Chevrette (University of Wisconsin-Madison)
"COMPUTATIONAL INSIGHTS INTO THE DIVERSE NONRIBOSOMAL PEPTIDE CHEMISTRY OF ACTINOBACTERIA"
Rebecca Goss (University of St Andrews)
"BLENDING SYNTHETIC CHEMISTRY AND SYNTHETIC BIOLOGY FOR NATURAL PRODUCT DIVERSIFICATION"
José L. Avalos (Princeton University)
"OPTOGENETIC CONTROL OF ENGINEERED METABOLISMS"
Ina Häuslein (Technical University of Munich)
"USING ISOTOPOLOGUE PROFILING TO DECIPHER BIOSYNTHETIC PATHWAYS AND FLUXES IN PLANTS AND BACTERIA"
Blaine Pfeifer (University at Buffalo)
"HETEROLOGOUS CELLULAR DESIGN FOR COMPLEX NATURAL PRODUCT SUPPORT AND DISCOVERY"
Jason Sello (Brown University)
“EXPLOITING GENETIC REDUNDANCIES IN THE DISCOVERY AND MANIPULATION OF NATURAL PRODUCT BIOSYNTHESIS PATHWAYS”
Michael Burkart (University of California)
“TALES FROM THE INTERFACE: PROTEIN INTERACTIONS IN FAS, PKS, AND NRPS PATHWAYS”
The conference chairs will be awarding 3 poster prizes for the best poster display and presentation. To be in with a chance of winning, submit your poster by 13 January 2017. The winners will receive the following prizes at the Gala dinner: 1st Place $350, 2nd Place $250, 3rd Place $150.
David Mead
CEO & Co-founder, Terra Bioworks
Claes Gustafsson
CCO, ATUM
Michael Thomas
Professor, University of Wisconsin-Madison
Huimin Zhao
Professor, University of Illinois at Urbana-Champaign
Lawrence Wackett
McKnight Professor, University of Minnesota
Mark Liles
Professor, Auburn University
Laurent Daviet
Principal Scientist, Firmenich SA
Gavin Williams
Associate Professor, NC State University
Mike Smanski
Assistant Professor, University of Minnesota
Anne Osbourn
Director, Norwich Research Park Industrial Biotechnology Alliance, John Innes Centre
David Cane
Professor, Brown University
Douglas Mitchell
Alumni Research Scholar Professor, University of Illinois at Urbana-Champaign
Laura Motta-Mena
Co-founder and CEO, Optologix, Inc.
William Metcalf
Professor, Department of Microbiology/University of Illinois
Christopher Voigt
Professor of Biological Engineering, Massachusetts Institute of Technology
Patrick Westfall
Director, Zymergen, Inc
Cornelia Scheitz
Principal Scientist, Autodesk
Alexander Wentzel
Senior Researcher, SINTEF Industry
Brian Pfleger
Professor, University of Wisconsin-Madison
Colin Harvey
Staff Scientist, Stanford University
Claudia Schmidt-Dannert
Professor, University of Minnesota
Chengcang Charles Wu
CEO, Intact Genomics, Inc.
Wolfgang Wohlleben
Professor, University Tuebingen, Microbiology Institute
Jose Avalos
Assistant Professor, Princeton University
David Pompliano
Co-Founder and Chief Scientific Officer, Lodo Therapeutics
Mark Burk
EVP / Chief Technology Officer, Genomatica, Inc.
Kristy Hawkins
CTO, Antheia, Inc.
Daisuke Umeno
Associate Professor, Chiba University
Jean-Etienne Bassard
Assistant Professor, University of Copenhagen
Rebecca Goss
Professor, University of St Andrews
Marc Chevrette
Assistant Professor, University of Florida
Christopher Boddy
Professor, University of Ottawa
Jay Keasling
Associate Laboratory Director / Professor, LBNL / UC, Berkeley
Ina Häuslein
scientific employee/ PhD student, Technical University of Munich, Chair of Biochemistry, apl. Prof. Dr. Wolfgang Eisenreich
Andriy Luzhetskyy
Prof., University of Saarland
Charles Moore
Research Investigator, Novartis Pharma AG
Derek Abbott
Director, BioAnalytics, Amyris Inc
Blaine Pfeifer
Assoc. Prof., University at Buffalo
Joerg Bohlmann
Professor, University of British Columbia
Jason Sello
Associate Professor, Brown University
Michael Burkart
Professor, University of California, San Diego
Elizabeth Sattely
Assistant Professor, Stanford University
SUNDAY 5TH MARCH 2017 |
||
14:00 – 14:45 |
Registration & Reception |
|
14:00 – 14:45 |
Group Welcome Lunch |
|
(META) GENOMICS-ENABLED NATURAL PRODUCT DISCOVERY |
||
14:45 – 15:00 |
Opening Comments |
|
15:00 – 15:45 |
Anne Osbourn |
HARNESSING PLANT METABOLIC DIVERSITY: FROM GENOMES TO GRAM-SCALE QUANTITIES OF NATURAL PRODUCTS AND ANALOGS |
15:45 – 16:15 |
Elizabeth Sattely |
DISCOVERY AND ENGINEERING PLANT CHEMISTRY |
16:15 – 16:45 |
David Pompliano |
MICROBIAL METAGENOME-BASED ANTIBACTERIAL DISCOVERY |
16:45 – 17:15 |
Michael Smanski |
HIGH-THROUGHPUT CONSTRUCTION OF NATURAL PRODUCT BIOSYNTHETIC PATHWAYS |
17:15 – 17:45 |
Refreshments |
|
17:45 – 18:15 |
Claudia Schmidt-Dannert |
MAPPING THE TERPENOID NATURAL PRODUCTS DIVERSITY OF BASIDIOMYCOTA |
18:15 – 18:30 |
Mark Burk |
CELL-FREE BIOSYNTHESIS OF NATURAL PRODUCTS AND ANALOGS |
18:30 – 18:45 |
Alexander Wentzel |
NEW BIOACTIVE COMPOUNDS FROM ENVIRONMENTAL MICROBIAL RESOURCES BY AN INTEGRATED FUNCTIONAL (META)GENOMICS APPROACH |
18:45 – 19:00 |
Ina Häuslein |
USING ISOTOPOLOGUE PROFILING TO DECIPHER BIOSYNTHETIC PATHWAYS AND FLUXES IN PLANTS AND BACTERIA |
19:00 – 19:30 |
Mark Liles |
RECOVERY AND EXPRESSION OF INTACT SECONDARY METABOLITE BIOSYNTHETIC PATHWAYS FROM A LARGE-INSERT SOIL METAGENOMIC LIBRARY |
19:30 – 20:00 |
Gavin Williams |
SYNTHETIC BIOLOGY APPROACH FOR PRODUCTION AND DIVERSIFICATION OF COMPLEX POLYKETIDES |
20:00 |
Dinner at Leisure |
MONDAY 6TH MARCH 2017 |
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07:00 – 08:30 |
Breakfast |
|
DESIGNING GENES AND CIRCUITS FOR NOVEL PRODUCTS AND YIELD IMPROVEMENT |
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08:30 – 09:15 |
Patrick Westfall |
SYSTEMATIC AND COMPREHENSIVE GENOME ENGINEERING FOR IMPROVED MICROBIAL PERFORMANCE |
09:15 – 09:45 |
Laurent Daviet |
DEVELOPING BIOSYNTHETIC ROUTES FOR THE MICROBIAL PRODUCTION OF FLAVOR AND FRAGRANCE TERPENES |
09:45 – 10:15 |
Brian Pfleger |
ENGINEERING TRANS-ACTING REGULATORS TO DYNAMICALLY CONTROL GENE EXPRESSION IN BACTERIA |
10:15 – 10:45 |
Joerg Bohlmann |
TERPENE FRAGRANCE BIOSYNTHESIS IN TROPICAL SANDALWOOD |
10:45 – 11:15 |
Refreshments & Group Photo |
|
11:15 – 11:45 |
Lawrence Wackett |
DISCOVERY OF β-LACTONE SYNTHETASE ENZYME REVEALS UNEXPECTED OVERLAP IN MICROBIAL HYDROCARBON AND ANTIBIOTIC BIOSYNTHESIS |
11:45 – 12:15 |
Kristy Hawkins |
A MICROBIAL PLATFORM FOR THE PRODUCTION OF BENZYLISOQUINOLINE ALKALOIDS |
12:15 – 12:45 |
Daisuke Umeno |
LABORATORY EVOLUTION OF CAROTENOID AND TRITERPENOID PATHWAYS |
12:45 – 16:15 |
Lunch at Leisure & Free Time |
|
13:30 – 15:35 |
Group Snorkel Trip (to be confirmed) |
|
16:15 – 16:45 |
Blaine Pfeifer |
HETEROLOGOUS CELLULAR DESIGN FOR COMPLEX NATURAL PRODUCT SUPPORT AND DISCOVERY |
16:45 – 17:15 |
Christopher Boddy |
FRONTIERS IN HETEROLOGOUS EXPRESSION OF BACTERIAL NATURAL PRODUCTS |
17:15 – 17:45 |
Jean-Etienne Bassard |
P450-MEDIATED METABOLISM ORGANIZED AS DYNAMIC METABOLONS - EXAMPLE OF THE DHURRIN METABOLON |
17:45 – 18:15 |
Andriy Luzhetskyy |
BRIDGING IN SILICO AND IN VIVO FOR THE DISCOVERY OF NEW NATURAL PRODUCTS |
18:15 – 18:45 |
Michael Thomas |
|
18:45 – 19:15 |
Refreshments |
|
19:15 – 20:00 |
Michael Burkart |
TALES FROM THE INTERFACE: PROTEIN INTERACTIONS IN FAS, PKS, AND NRPS PATHWAYS |
20:00 – 20:30 |
Rebecca Goss |
BLENDING SYNTHETIC CHEMISTRY AND SYNTHETIC BIOLOGY FOR NATURAL PRODUCT DIVERSIFICATION |
20:30 |
Dinner at Leisure |
TUESDAY 7TH MARCH 2017 |
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07:00 – 08:30 |
Breakfast |
|
ADVANCES IN NATURAL PRODUCT ENGINEERING |
||
08:30 – 09:15 |
Christopher Voigt |
GENETIC DESIGN FOR DISCOVERY |
09:15 – 09:45 |
Derek Abbott |
DATA-DRIVEN SYNTHETIC BIOLOGY FOR RAPID ADVANCES IN NATURAL PRODUCTS BIOSYNTHESIS |
09:45 – 10:15 |
Jay Keasling |
ENGINEERED POLYKETIDE SYNTHASES FOR PRODUCTION OF COMMODITY AND SPECIALTY CHEMICALS |
10:15 – 10:45 |
David Cane |
NATURE AS STEREOCHEMIST |
10:45 – 11:15 |
Refreshments |
|
11:15 – 11:45 |
Zhen Kang |
DEVELOPMENT OF SYNTHETIC BIOLOGY TOOLS FOR IMPROVING NATURAL PRODUCTS BIOSYNTHESIS |
11:45 – 12:15 |
Colin Harvey |
SACCHAROMYCES CEREVISIAE AS A PLATFORM FOR THE LARGE-SCALE EXPRESSION OF ORPHAN FUNGAL BIOSYNTHETIC GENE CLUSTERS |
12:15 – 12:45 |
Douglas Mitchell |
ROUNDING UP BIOSYNTHETIC GENE CLUSTERS WITH RODEO |
12:45 – 16:15 |
Lunch at Leisure & Free Time |
|
16:15 – 16:45 |
Wolfgang Wohlleben |
ENGINEERING PRECUSOR SUPPLY IN SECONDRY METABOLITE BIOSYNTHESIS |
16:45 – 17:15 |
Charles Moore |
TOWARDS A SYNTHETIC BIOLOGY PLATFORM FOR NATURAL PRODUCT DISCOVERY |
17:15 – 17:45 |
William Metcalf |
LARGE-SCALE GENOME MINING FOR NATURAL PRODUCT DISCOVERY |
17:45 – 18:15 |
Jason Sello |
EXPLOITING GENETIC REDUNDANCIES IN THE DISCOVERY AND MANIPULATION OF NATURAL PRODUCT BIOSYNTHESIS PATHWAYS |
18:15 – 19:30 |
Poster Session & Refreshments |
|
19:30 |
*Gala Dinner & Poster Awards* |
WEDNESDAY 8TH MARCH 2017 |
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07:00 – 08:30 |
Breakfast |
|
NEW TOOLS AND PROCESSES FOR CAPTURING, MANIPULATING AND ACTIVATING NP PATHWAYS |
||
08:30 – 09:15 |
Huimin Zhao |
DISCOVERY AND ENGINEERING OF NOVEL NATURAL PRODUCTS VIA SYNTHETIC BIOLOGY |
09:15 – 09:45 |
Laura Motta-Mena |
LITE SWITCH: A LIGHT-INDUCIBLE SYSTEM TO RAPIDLY CONTROL GENE EXPRESSION SPATIALLY AND TEMPORALLY |
09:45 – 10:15 |
Chengcang Charles Wu |
ACCESS 1,000,000 FULL-LENGTH SECONDARY METABOLITE BIOSYNTHETIC GENE CLUSTERS AND THEIR NATURAL PRODUCT COMPOUNDS FROM MICROBES AND METAGENOMES |
10:15 – 10:45 |
Refreshments |
|
10:45 – 11:15 |
Cornelia Scheitz |
NEW FROM AUTODESK: A HIGH POWERED, CLOUD BASED, OPEN SOURCE CAD TOOL TO DRIVE BIOLOGICAL DESIGN |
11:15 – 11:30 |
José L. Avalos |
OPTOGENETIC CONTROL OF ENGINEERED METABOLISMS |
11:30 – 12:00 |
Marc Chevrette |
COMPUTATIONAL INSIGHTS INTO THE DIVERSE NONRIBOSOMAL PEPTIDE CHEMISTRY OF ACTINOBACTERIA |
12:00 – 12:20 |
AM Panel Discussion |
|
12:20 – 12:30 |
Closing Comments |
Fiesta Americana Condesa
This stylish hotel features contemporary Mexican architecture, including one of the largest and most impressive thatched-roof "palapas" in the entire country. There are cultural activities, arts and crafts and sports programs to keep you constantly entertained, plus time to relax and enjoy the Mayan culture, soak up the Caribbean sunshine and revel in the international ambiance that settles in after the sun goes down.
Throughout your stay delegates will enjoy a full meal plan, inclusive of beverages. Take your pick from the aromatic Asian delights at Kaumbu, traditional fare at El Mexicano, delicious international cuisine at Kalmia Buffet or perhaps sample the sumptuous Italian dishes at Rosato. There are also several other dining opportunities such as the Cevichería, Pizzeria, Sushi Corner, pool and lounge bar areas. The Gala Night with either a Mayan or Caribbean theme takes place on the third evening of the conference with a mouth-watering feast of local cuisine, an open bar and amazing local entertainment. We welcome all delegates and their accompanying persons to the Gala Night – a truly fun filled night not to be missed!
Hotel Facilities
The Fiesta Americana Condesa, Cancun is the 2015 Winner of the Trip Advisor Certificate of Excellence and also received the Travellers Choice Award in 2014.
The remains of ancient Mayan cities are scattered throughout the Yucatan Peninsula and no trip to Cancun would be complete without a visit to these majestic temples and pyramids set amongst lush tropical vegetation. We will be working very closely with a reputable tour company who will be organising trips to Tulum, Chichen Itza, Coba and Xcaret to name a few, some of which may require a full day. Full day excursions will be arranged pre or post conference and may be on an individual or group booking so we would recommend booking extra nights to extend your stay as early as possible to avoid disappointment should these excursions be of interest to you and/or your party. For further information please contact us.
Venue Rating
★ ★ ★ ★ ★
Currency
US Dollar (USD)
Address
Fiesta Americana Condesa, Blvd.Kukulkán km 16.5 Zona Hotelera, Cancun, 77500 Mexico
Nearest Airport
Cancun International Airport
Cancun is a delightful combination of natural beauty, islands, ecological reserves and white sandy beaches. However, besides sun, sand and sea, this destination also offers an infinite variety of underwater activities to choose from: the diving, snorkelling and fishing here are outstanding and you will find an undersea world packed with tropical fish that live on the second largest barrier reef in the world. Sports enthusiasts might choose one of the many eco-tourism activities, such as cycling or hiking through the tropical forest or kayaking through mangroves, or something a little more adventuresome, like zip lining through the treetops.
Apart from the more well-known ancient Mayan archealogical sites such as Tulum, Cobá and Chichén Itzá you may like to visit the Aktun Chen caverns, voted one of the Top 10 underwater walks by National Geographic described as a truly magical experience.
If you are interested in this meeting but not yet ready to register, you can sign up for updates here and our team will keep you updated regarding deadline reminders and grant opportunities relating to this meeting only.
If you're interested in sponsoring this conference please contact us.
Conference Manager
Emily Meen
As a family run business, our dedication runs deep. We’re committed to each other and, even more so, to every attendee’s experience, delivering a level of care and passion that’s truly unmatched.