2023 Year in Review

This was year 4 for the Ishaq Lab at UMaine, and we celebrated all of 2023 with new students (some of whom are mentioned here), new projects, new publications, and exciting results! Here are some highlights, but you can check out previous blog posts in the archives for more detail. As usual, I have divided the summary into sections: Team, Research, Publications, Presentations, MSE, Teaching, Website, and Looking Ahead.

Team

Johanna Holman completed her first year and a half of her PhD, starting when she completed her master’s in August 2022. She’s been managing multiple projects and teams this year, including a large-scale culturing assay of bacteria, a diet study in people, contributing to a literature review on oxidative stress and cruciferous veggies in the diet, leading a literature review on fiber intake and global distribution of inflammatory bowel diseases, and preparing for two large-scale mouse trials in 2024!!

Johanna was lead author on a very exciting publication about feeding steamed broccoli sprouts to young mice which had symptoms similar to ulcerative colitis, as a means of introducing anti-inflammatories into the intestines at the site of inflammation. The steamed sprouts were very effective in mice, especially in certain locations in the gut, which we are currently exploring in more detail. And, she was second author on Lola’s paper which makes two papers published for Johanna this year! Johanna is planning her comprehensive exam early in 2024, after which she’ll be eligible to apply for doctoral fellowships and funding.

Lola Holcomb passed her PhD qualifying exam this year and advanced to candidacy! The exam in the GSBSE program requires students to write a research proposal in the style of an NIH graduate fellowship on a topic which is different from their primary focus, but which uses similar methods or approach to what they have been learning. By requiring a new topic, the dissertation committee can assess a student’s ability to synthesize new information into a plan.

In addition to the written experimental design and accessory documents (about 20 pages), Lola presented her proposal to the committee in an hour-long presentation and then answered questions about experimental design and analysis for both the exam topic and the dissertation research topic. Lola passed easily, because she’s amassed research experiences in her undergraduate and graduate degrees and has a keen mind for bioinformatics. Now that she is a PhD candidate, Lola will proceed with her research into bacterial biogeography in the gut and how it affects human or animal health.

Lola was lead author on a very exciting publication on feeding raw broccoli sprouts to young mice which had symptoms similar to Crohn’s Disease, as a means of introducing anti-inflammatories into the intestines at the site of inflammation in mice where the immune system plays a large role in the progession of the disease. The raw sprouts were very effective in young juvenile mice, but only mildly effective in adolescent mice, which we are currently exploring in more detail. Lola won a travel award from GSBSE to present this research at microbiome conferences in 2024, and she was second author on Johanna’s paper which makes two papers for her this year! She also submitted her first large-scale funding proposal as a principal investigator, fingers crossed that is awarded!

Ayodeji Olaniyi is wrapping up his master’s thesis in Animal Science, and is planning to defend in January before starting a new job as a researcher! He has been working on the scallop tank bacterial culturing project for which we processed 140 bacterial isolates last fall and into this spring. We hope to have a manuscript submitted for publication in early 2024.

There was a team of undergraduates helping us on this project, discussed more below. Ayo won a Graduate Student Research Award for this work at the UMaine Student Symposium, and a 2023 Travel award from the University of Maine Aquaculture Research Institute Rapid Response Fund to present this work at the NACE/MAS conference in January.

Marissa Kinney joined in January for her Master’s of Science in Microbiology, and has been involved in four of the broccoli projects already!! She contributed qPCR data and analysis to both Johanna’s and Lola’s papers, which makes two papers for her this year! She was awarded a One Health and the Environment NRT Fellowship 2023 – 2024 at UMaine, and was recently awarded research support from the Biomedical Association of Maine!!

Marissa has been providing labwork for several projects trying to quantify glucosinolate-metabolism genes in bacteria from the gut of mice and humans, as well as preparing multiple DNA libraries for sequencing. In early 2024, she’ll be an intern at the UMaine DNA Sequencing Facility where she will learn to generate sequencing data, and she’s been learning to perform the complex analysis of this data in my sequencing analysis class this fall. After her internship, Marissa will be running her own lab experiement, as well as helping on Johanna’s mouse trials.

Three graduate students joined the lab during 2023, Hannah Horecka as a master’s student through the Darling Marine Center working on aquatic animal health, as well as two students on #TeamBroccoli, Ashley Reynolds and Tolu Alaba. Ashley Reynolds is a PhD student in Nutrition/Microbiology who has been working on the broccoli sprout diet trial in humans and is learning the microbiology portion to participate in other projects soon.

Headshot for Esther Alaba, PhD Candidate in Biomedical Sciences

Tolu (Esther) Alaba is a PhD candidate in the GSBSE program, and added her considerable expertise in nutrigenomics, and using dietary phenols to reduce oxidative stress and inflammation, to the lab starting in late September. She has been analyzing data on metabolites, metabolomics, and nutritional patterns in mice and humans. Even though she only recently joined the lab, she has already completed a literature review on oxidative stress and cruciferous vegetables in the diet which is currently in review, and she is helping to prepare two other manuscripts!

Alexis Kirkendall rejoined the lab in summer 2023 to work on bacterial isolates for the broccoli projects, and had been working remotely since she first joined the lab in summer 2022 as an REU student. She just completed her bachelor’s degree at Heidelburg College, and she’s rejoined the lab once again as a PhD student in Microbiology!! In addition to helping Johanna with the mouse trials and learning genomics from Marissa, Alexis will be working on understanding some of the enzymatic pathways that bacteria use to turn the inactive compound in broccoli/sprouts into anti-inflammatories.

Benjamin Hunt

Benjamin and Timothy Hunt have been working on several metanalyses and literature reviews on the translatability of mouse studies of Inflammatory Bowel Disease to human health, as well as data analysis for our collaborators at the University of Vermont. They both contributed bioinformatic analysis to both Johanna’s and Lola’s papers, which makes two papers for them this year!

In 2024, they will continue the data analysis on a small project run by our UVM collabotors, as well as continue working on their literature review. They are in the third year of their undergraduate studies, and are planning for medical school next.

Dr. Gloria Adjapong has continued to support the lab as a postdoctoral researcher at the UMaine Cooperative Extension Veterinary Diagnostics Laboratory on a two year fellowship, and has been generously lending a hand in the lab to help us with >700 DNA extractions and sequencing library preparations to investigate bacterial communities in scallop hatcheries. She recently passed a certification exam that will support her research career.

My dog, Izzy, has been dutifully coming to campus this fall to attend classes and entertain and calm the students, distract Zoom meetings by trying to climb out the window behind me, and help catalogue all the squirrels on campus. We threw her a 10th birthday party in class in April!

Two members of the Ishaq Lab added a “lab trainee” to their family in 2023, and a third lab member will be welcoming a “trainee” in 2024!! We haven’t found any infant-sized lab coats that are certified for the type of work we do, but we will keep shopping 🙂

Publications

A stack of papers facedown on a table.

We had a productive year for peer-reviewed journal publications – with 7 published! Several of these have been in development since prior to 2023, several are the first publications for students, and all of which are thanks to my fabulous research collaboration team that spans the globe. There are a handful more papers in peer review at scientific journals, and others which are in preparation that which we hope to submit for review in 2024. Below in bold; 1 undergraduate student I mentored, 2 graduate student I mentored for this project, some of whom are primarily mentored in other labs.

  1. Hotopp2, A., Oslen, B., Ishaq, S.L., Frey, S., Kovach, A., Kinnison, M., Gigliotti, F., Roeder, M., Cammen, K. 2023. Plumage microbial communities of tidal marsh sparrows. iScience, Accepted 11/17/2023.
    • Alice is a lab affiliate, and is in Kristina Cammen and Brian Olsen’s labs working on swamp sparrow ecology. I contributed mentoring on DNA extraction and library preparation for amplicon sequencing, as well as bioinformatics analysis of the microbial community dataset.
  2. Holcomb2, L., Holman2, J., Hurd, M., Lavoie, B., Colucci1, L., Hunt1, B., Hunt1, T., Kinney2, M., Pathak2, J., Moses, P., Mawe, G.M., Perry, E., Stratigakis, A., Zhang, T., Ishaq, S.L., Li, Y. 2023. Early life exposure to broccoli sprouts confers stronger protection against enterocolitis development in an immunological mouse model of inflammatory bowel disease. mSystems: 00688-23.
  3. Brostow, D.P., Donovan, M., Penzenik, M., Stamper, C.E., Spark, T., Lowry, C.A., Ishaq, S.L., Hoisington, A.J., Brenner, L.A. 2023. Food desert residence has limited impact on Veteran fecal microbiome composition: A United States-Veteran Microbiome Project (US-VMP) Study. mSystems: 00717-23.
  4. Ishaq, S.L., Hosler2, S., Dankwa, A., Jekielek, P., Brady, D.C., Grey, E., Haskell, H., Lasley-Rasher, R., Pepperman, K., Perry, J., Beal, B., Bowden, T.J. 2023. Bacterial community trends associated with sea scallop, Placopecten magellanicus, larvae in a hatchery system. Aquaculture Reports 32: 101693.
  5. Holman2, J., Colucci1, L. Baudewyns1, D., Balkan1, J., Hunt1, T., Hunt1, B., Kinney2, M., Holcomb2, L., Stratigakis, A., Chen. G., Moses, P.,  Mawe, G.M.,  Zhang, T., Li, Y., Ishaq, S.L. 2023. Steamed broccoli sprouts alleviate DSS-induced inflammation and retain gut microbial biogeography in mice. mSystems: 00532-23.
  6. Betiku, O., Yeoman, C., Gaylord, T.G., Ishaq, S., Duff, G., Sealey, W. 2023. Evidence of a Divided Nutritive Function in The Rainbow Trout (Oncorhynchus mykiss) Mid- and Hind-Gut Microbiomes by Whole Shotgun Metagenomic Approach. Aquaculture Reports 30: 101601.
    • This one dates way back to 2016 when I was a postdoc in Carl Yeoman’s lab in Montana! Omalola was a PhD student at the time, and is currently an Assistant Professor in Florida.
  7. Ishaq, S.L., Turner, S.M., Lee1, G., Tudor, M.S., MacRae, J.D., Hamlin, H., Bouchard, D. 2023. Water temperature and disease alters bacterial diversity and cultivability from American Lobster (Homarus americanus) shells. iScience 26(5): 106606.
    • News articles run in Knox County, Maine (in The Courier-Gazette) and Ellsworth, Maine (in the Ellsworth American)
  8. This one was published online in 2022 and got its official citation in early 2023: Holman2, J., Hurd, M., Moses, P.,  Mawe, G.,  Zhang, T., Ishaq*, S.L., Li*, Y. 2023. Interplay of Broccoli/Broccoli Sprout Bioactives with Gut Microbiota in Reducing Inflammation in Inflammatory Bowel Diseases. Journal of Nutritional Biochemistry 113:109238. * authors contributed equally

Presentations

The Ishaq lab and our collaborators gave in-person and virtual presentations this year to scientific audiences, to students and faculty as guest seminars, and as media/news interviews. Students Johanna Holman, Lola Holcomb, Marissa Kinney, Ayodeji Olaniyi, Sydney Shair, and Keagan Rice gave or contributed to presentations in 2023. Undergrads that I mentored for their Capstone also presented at the UMaine Student Symposium, including Zach Inniss, Kurt Jancsy, and Ellie Pelletier.

  1. Holcomb*, L., Holman, J., Hurd, M., Lavoie, B., Colucci, L.,Moses, P., Mawe, G.M., Perry, E., Stratigakis, A., Zhang, T., Ishaq, S.L., Li, Y. Early life exposure to broccoli sprouts confers stronger protection against enterocolitis development in an immunological mouse model of inflammatory bowel disease. American Society for Nutrition annual meeting, Boston, MA. July 22-25, 2023.
  2. Holman*, J., Holcomb, L., Colucci, L. Baudewyns, D., Balkan, J., Chen. G., Moses, P.,  Mawe, G.M.,  Zhang, T., Li, Y., Ishaq, S.L. Steamed broccoli sprouts alleviate gut inflammation and retain gut microbiota against DSS-induced dysbiosis. American Society for Nutrition annual meeting, Boston, MA. July 22-25, 2023.
  3. Toney*, A., Wolf, P., Ishaq, S. Broadening Perspectives by Situating Nutrition Education in Broader Social Contexts: A Study Protocol. American Society for Nutrition annual meeting, Boston, MA. July 22-25, 2023. (poster)
  4. Holcomb, L. Early Life Exposure to Broccoli Sprouts Confers Stronger Protection against Enterocolitis Development in an Immunological Mouse Model of Inflammatory Bowel Disease. UMaine Student Symposium, Orono, ME. April 14, 2023.
  5. Kinney, M. Establishing Growth Curve Assays for Bacterial Glucosinolate Metabolism. UMaine Student Symposium, Orono, ME. April 14, 2023.
  6. Shair, S., Rice, K. Assessment of the Association of Sea Scallop Larvae Mortality and Vibrio spp. in Hatchery Systems. UMaine Student Symposium, Orono, ME. April 14, 2023.
  7. Olaniyi, A. Investigating The Activity of Bacteria Isolated from Tank Biofilms in a Hatchery System for Sea Scallops, Placopecten magellanicus, Larvae. UMaine Student Symposium, Orono, ME. April 14, 2023.
  8. Wijayanayake, R. Utilizing Sulforaphane from Broccoli to Treat IBD. UMaine Student Symposium, Orono, ME. April 14, 2023.
  9. Inniss, Z., Jancsy, K. The Veterinary Immersion Plan: An Innovative Solution to Address Non Predictive Barriers to Entering the Field of Veterinary Medicine. UMaine Student Symposium, Orono, ME. April 14, 2023.
  10. Pelletier, E. Assessing the Small Animal Veterinary Needs of Rural Maine and Implementing an Effective Management Plan. UMaine Student Symposium, Orono, ME. April 14, 2023.

I received several invitations to speak this year!

  1. Ishaq, S. 9th Annual Southern California Microbiome Summit. Riverside, CA, September 22, 2023. (invited)
  2. Ishaq, S. “Scallop microbes and sustainable aquaculture: host-microbe dynamics situated in environmental and social context.” Ecological Society of America (ESA) annual meeting. Inspire session: Microbes as Tools to Solve Ecological Problems for All. Portland, OR, August 6-11, 2023. (invited)
  3. Ishaq, S. “Microbes and Social Equity: what is it and how do we do it?” Boston University Microbiome. July 12, 2023. (invited keynote).
  4. Ishaq, S. “Microbes and Social Equity: what is it and how do we do it?” Harvard Chan-NIEHS Center for Environmental Health’s “Environmental Health in Action” colloquium series. Boston, MA, May 10, 2023. (invited)

Research

This year has seen various topics come through the lab, and there’s too much to include here, but I encourage you to check through the Blog page to find older research posts which provide updates. These and other projects have been successful thanks to hard work and dedication from students and collaborators.

A cartoon of three gastrointestinal tracts showing the locations of inflammation in ulcerative colitis, crohn's disease, or healthy tissue. At the bottom are cross-sections showing thickening of the intestinal wall in patients with Crohn's, and ulcers in patients with colitis.

The collaborative work we’ve been doing on broccoli sprouts, gut microbes, and Inflammatory Bowel Disease had plenty to celebrate this year. We published two major research papers, presented across the country, and doubled the size of #TeamBroccoli.

In December 2020 and January 2021, we (Drs. Yanyan Li and Tao Zhang and I) ran a mouse trial that generated hundreds of samples. This year, Johanna has been leading a team of students (Alexis Kirkendall, Lilian Nowak, Aakriti Sharma, and Jaymie Sideaway) on a culturing project to screen hundreds of bacterial isolates that were collected from the gastrointestinal tracts of mice eating broccoli sprouts. We are testing them for their capacity to metabolize different glucosinolates into anti-inflammatory compounds, as well as grow on different media types. In the process, we found that the bacteria we are using as a positive control likes to move from one test well to another when its favorite media is available — but not when glucose is present.

We are also running a small pilot project in 2023-2024 looking at broccoli sprout diets in humans, for which we designed a recipe book, stickers, and spent a lot of time revising protocols and instruction materials to make them more user-friendly. Johanna has been leading the project, and this fall, Ashley, Marissa, and Tolu joined the project to add their expertise in community nutrition, qPCR of bacterial genes, and nutrigenomics, respectively.

The Ishaq Lab has also been very busy working on projects to investigate how, when, and from where Atlantic sea scallops get their microbes.

In 2021, a pilot study got funded to begin collaborative research with a team at UMaine (Drs. Erin Grey, Jen Perry, Tim Bowden) and the Downeast Institute (Dr. Brian Beal). We collected a few hundred samples from scallops and the biofilms growing in hatchery tanks. Last fall and this spring, we spent several months processing ~140 bacterial isolates through >1800 plates and tubes, thanks to a lot of work from students Ayodeji Olaniyi, Sydney Shair, Keagan Rice, and Lacy Mayo, and a few others who dropped in to help.

I went to the Ecological Society of America annual meeting in Portland, OR in August to present some of the companion work to the Vibrio project, on scallop larval rearing tanks and the bacterial communities we found there. That included an unexpected effect of coastal water dynamics and the phase of the moon. That work has recently been published.

Microbes and Social Equity

The Microbes and Social Equity working group turned 4 years old in December, and is currently at >300 members plus ~130 newsletter subscribers (you can join either list here)! We ran a seminar series and a symposium, and continued to add to the special collection in mSystems. You can check out the brand new Microbes and Social Equity working group webpage for their end of 2023 updates, as well as the program-in-development for our 2024 speaker series.

Teaching

This was a busy year for teaching, as I teach 2 courses in the fall and 2 in the spring, which total ~150-180 students per year. This year, to accommodate disruptions to student schedules over the past few years, I also taught a handful of independent study versions of the Capstone courses for students who could not fit them into their schedule in the recommended semesters. These are considered part of my assigned workload since I taught students who otherwise would have taken this with me during a scheduled course offering, but they did add to my long list of demands for my time this year. There is too much material on my teaching to go into detail here, but I recommend checking out my previous posts on listening to your microbes (a creative assignment), responsible conduct of research (something I integrated into coursework), moving to suggested deadlines, choosing a graduate school, and how departments decide on their curricula.

Website and social media stats

The website continued to host a phenomenal amount of traffic, once again largely due to MSE, and with just a few days left in the year we clocked nearly 15,000 visitors (the most ever!) and nearly 25,000 views (almost the most ever)!

We had visitors from 125 countries around the globe, with the top 10 listed in the graphic below!

I published 70 blog posts, including this one, but this included a few dozen that were just promoting events for MSE and did not have unique content.

I wrote more than 41,400 words in posts this year, which is more than last year!

Looking ahead to 2024

Projects: The Ishaq Lab has several major projects lined up for 2024, including the ongoing broccoli sprout diet pilot project with volunteers from the Bangor area, screening >800 bacteria for their ability to produce anti-inflammatories which we isolated from a mouse study using the broccoli sprout diet, investigating how the age of mice alters the effectiveness of the broccoli sprout diet, identifying 140 bacteria isolated from scallop hatchery tanks, and using >700 DNA samples collected from scallop tanks over a 3 month period to investigate what happens to the bacterial communities in tanks during a larvae rearing trial.

Conferences: I’ll be traveling a lot to present my work in 2024, including chatting with the Microbial Matters podcast, hosting a session on scallops and microbes at NACE/MAS in January, presenting the broccoli work to the Microbiology seminar series at Oregon State University in Corvalis, Center for Microbiome Innovation International Microbiome meeting in La Jolla, and the Institute for Systems Biology in Seattle, hosting a session on food sovereignty and the gut microbiome at ISME 2024 in Cape Town, and more!

Leadership: In 2024 I will be starting my three-year term as the At Large Early Career member of the Board of Directors for the American Society for Microbiology, a 36,000-member international organization!

Tenure: I applied for tenure in the fall of 2023, and will hear back about the university’s decision in 2024. I look forward to celebrating my promotion to tenured Associate Professor 🙂

Work-life balance: My workload in 2022 far exceeded what I should be taking on, and in 2023 I had to set firmer limits on requests for my time, turn down opportunities, and catch up on work during my personal time to an excessive degree. In 2023, it was still too much – I worked well over 40 hours per week, even during one month in the summer that I was off contract. Despite this, I managed to enforce time off for myself which is critical to scientific progress. As part of this effort, I made it a point to add personal travel days to my work trips, as I traveled to sunny locations and met with incredible friends and colleagues.

  • Two women laughing and posing for a photo in front of a koy pond.
  • Sean Gibbons, Sue, and Jotham Suez posing on rock path in front of bright pink blooming cherry trees at a Japanese Garden.

In support of healthy restraints on my working hours, I will have to continue to limit requests for my time in 2024 to those which build on my existing directions of teaching and research. Unfortunately, this means turning down many potential collaborations in completely new areas of research for me, to facilitate my focus on the wealth of research and teaching I currently have which fill my days (and weekends) with novelty, surprise, and joy.

Happy New Year!!

Welcome back (again) to Alexis Kirkendall – now a grad student in the lab!!

The Ishaq Lab is ecstatic to welcome Alexis Kirkendall for the third time — this time as a PhD student of Microbiology!!

Alexis Kirkendall originally joined the lab in summer 2022 for ten weeks through the Research Experience for Undergraduates program through the NRT Initiative for One Health & the Environment. During that time, she learned various laboratory techniques related to microbiology and genomics, and participated in several projects which investigated the microbes associated with several species of livestock. Alexis picked these up so quickly that she acted as project manager for one of them and trained other undergraduates and a graduate student in the lab. Within a few weeks of arriving here, Alexis was working independently in the lab, and we began talking about her joining the lab for a graduate program.

Over the 2022/2023 academic year, Alexis continued to work with me remotely as she went back to continue her bachelor’s at Heidelberg College. This included data analysis and visualization of RNA transcriptomic data from the rumen of camels, as well as presenting results from her summer work at the UMaine REU student symposium, the Heidelberg College student research symposium, and a national conference:

  • Kirkendall*, A., Ishaq, S. Taking on Multiple Research Projects in a NSF Research Experience for Undergraduates (REU) Summer Program as a Disabled Undergraduate Student. ABRCMS annual meeting, Anaheim, CA, November 9-12, 2022.

In summer 2023, she again joined the lab as an undergraduate research assistant, where she worked with a team of undergraduate and graduate students working on anaerobic culturing and growth trials for bacteria isolated from mice consuming a broccoli sprout diet, to determine their activity for converting a dietary compound into an anti-inflammatory to resolve Inflammatory Bowel Disease. She got our robotic liquid handler programmed for that project, too! The summer work laid the groundwork for the dissertation work she’ll be completing with me.

Alexis graduated early (Dec 2023) and is rejoining #TeamBroccoli to work on how different cooking preparations affects the way gut microbes turn an inactive component into an ani-inflammatory in the intestines, as a way to reduce symptoms in Inflammatory Bowel Disease. We have been benchmarking some of those gut microbes for their capacity for GLR metabolism to produce SFN, and our long-term goal is to develop a dietary preparation of broccoli sprouts and a probiotic which have therapeutic effects against IBD in humans.

In addition to the lab work and research, Alexis has also been heavily involved in the Microbes and Social Equity working group. She participated in MSE’s symposium in 2022 and 2023, acting as a notetaker to facilitate discussions between invited speakers, MSE members, and other audience members, and organizing of the meeting by helping to create agendas and notes documents on behalf of the session organizers. In 2024, she’ll continue to help me curate events and develop content for MSE.

Elected as the Early Career At-Large Board Member of the American Society for Microbiology

The American Society for Microbiology is an internationally recognized scientific society that promotes research, education, and policy related to microbiology in all aspects of our lives. I’ve been a member since 2011, have been to several meetings, and have published several times in ASM journals, and have spent quite a bit of time envisioning how scientific societies can foster the next generation of researchers. And now…

I’m eager to learn from ASM leaders about how best to support my scientific community! I hope to use my time on the board to identify ways that ASM can remove barriers to participating in science that early-career researchers face. You can find info on next leadership team here.

Happening today! mSystems Thinking Series webinar on “Microbes and Sexual Health”!

I’ll be hosting a webinar later today in the mSystems Thinking Series, which focuses on the topic of “Microbes and Sexual Health”. Hear from experts in microbiology and human health, and join the conversation on how to engage in this research with empathy and inclusiveness.

Dec 7, 2023, 4 pm ET.

The webinar was free with regisration. You can check out the recorded webinar on the mSystems Youtube channel here.

Speakers:

  • Gaea Daniel, Ph.D., RN, assistant professor, Nell Hodgson Woodruff School of Nursing, Emory University.
  • Marisol Dottie Dothard, Ph.D. student, University of California, San Diego.
  • Eldin Jasarevic, Ph.D., assistant professor, University of Pittsburgh School of Medicine.

Hosting an mSystems Thinking Series webinar on “Microbes and Sexual Health” on Dec 7!

I’ll be hosting a webinar in the mSystems Thinking Series, which focuses on the topic of “Microbes and Sexual Health”. Hear from experts in microbiology and human health, and join the conversation on how to engage in this research with empathy and inclusiveness.

Dec 7, 2023, 4 pm ET.

The webinar was free with registration. You can check out the recorded webinar on the mSystems Youtube channel here.

Speakers:

  • Gaea Daniel, Ph.D., RN, assistant professor, Nell Hodgson Woodruff School of Nursing, Emory University.
  • Marisol Dottie Dothard, Ph.D. student, University of California, San Diego.
  • Eldin Jasarevic, Ph.D., assistant professor, University of Pittsburgh School of Medicine.

Running for the Early Career At-Large Board Member of the American Society for Microbiology

The American Society for Microbiology is an internationally recognized scientific society that promotes research, education, and policy related to microbiology in all aspects of our lives. I’ve been a member since 2011, have been to several meetings, and have published several times in ASM journals, and have spent quite a bit of time envisioning how scientific societies can foster the next generation of researchers. And now… I’m on the ballot for an Early-Career At-Large positon on their Board of Directors! If you are a member of ASM, you are able to vote for the next leadership team, whose profiles can be found here, and will have received an email link.

Paper published on “Early life exposure to broccoli sprouts confers stronger protection against enterocolitis development in an immunological mouse model of inflammatory bowel disease”

The Ishaq and Li labs at UMaine are delighted to announce that our paper on “Early life exposure to broccoli sprouts confers stronger protection against enterocolitis development in an immunological mouse model of inflammatory bowel disease.” has been published in mSystems!! ASM was kind enough to write a press release about study, found here.

The complete author list, Abstract, and Ackowledgements/Funders portions of the paper can be found at the end of this post. This paper is part of a larger Broccoli project, in which we are evaluating the use of broccoli sprouts in the diet to enlist gut microbes to produce anti-inflammatories as a way to resolve symptoms of Inflammatory Bowel Disease.

The Premise

Broccoli sprouts are very high in a compound called glucoraphanin, which is in-active for humans. When glucoraphanin comes in contact with the myrosinase enzyme, also found in the sprouts, it is transformed into sulforaphane, which drives away insect pests but acts as an anti-inflammatory in people!

If you eat raw sprouts, most of this conversion happens when you cut or chew the sprouts, and that anti-inflammatory will get absorbed in your stomach. If you steam or cook the sprouts, you can inactivate the enzyme and leave the glucoraphanin compound alone. Some of your gut microbes are able to use glucoraphanin, and produce the anti-inflammatory sulforaphane right in your gut! We are trying to understand how and when this works, so we can use it to reduce symptoms of Inflammatory Bowel Disease.

A diagram with two panels, and a cartoon mouse in the middle. The cartoon mouse is eating broccoli, and a cartoon of the digestive tract is overlaid on the mouse's abdomen. Lines emanating from the broccoli point to the left panel, and show the compound glucoraphanin being converted into sulforaphane by the myrosinase enzyme. Lines emanating from the colon of the mouse point to the panel on the right, showing the same biochemical conversion by gut microbes.
A cartoon of a woman eating broccoli, with the digestive tract shown on her shirt, and smiling microbes in the background.

The mice in this trial are used to mimic Crohn’s Disease, which is one of the main ways that Inflammatory Bowel Diseases may be classified. Crohn’s Disease is complictaed, and involves an over-active immune response to gut microbes. This is replicated in mice that are bred to lack the genes in the DNA to make interleukin-10 (IL-10). IL-10 is an immune factor that can be used to calm the immune system and tolerate microbes which are not causing harm. Without IL-10, these mice over-react to the presence of bacteria, even those which are not causing harm, and this creates symptoms similar to Crohn’s in people.

We used two age groups of mice, and in each group, half ate a mouse chow (control) diet and half ate the mouse chow with 10% of the chow replaced by raw broccoli sprouts. Crohn’s often develops in childhood and adolescence, so our two age groups of mice reflect the juvenile stage (4-5 weeks old) and the adolescence stage (5-6 weeks old) of symptom onset. After wo weeks of symptoms, we sacrificed the mice and collected as much information as we could.

Figure 1 from the paper mentioned in this post. It shows an experimental design.

The Team

The mice, their care during the experiment, and sample collection for this project was graciously provided by University of Vermont researchers Gary Mawe and Brigitte Lavoie, and then-grad-student-now-medical-student Molly Hurd, in 2021. The SUNY Bingamton team, Tao Zhang and Allesandra Stratigakis, processed metabolite and cytokine samples and analyzed those data. The UMaine team (pictured below and led by Sue Ishaq and Yanyan Li) processed and analyzed data from different locations of gut tissue for histolgy and sequencing of bacterial communities, as well as analyzing those data, and took the lead on writing the paper.

The Health Benefits were most obvious in the younger mice

The mice that were eating the broccoli sprouts in their chow and did much better than the control group who ate only mouse chow when symptoms of Crohn’s Disease were induced — and we found something really interesting… The diet worked really well in the younger mice and reduced their symtpoms of inflammation and illness for almost every metric we studied. The older, adolecent mice got some benefit from eating the raw broccoli sprouts, but not nearly as much as the younger mice! Those graphs are shown in the paper.

The Gut Microbes were most changed in the younger mice

Bacterial richness (the number of different types of bacteria present) was increased, but only in younger mice consuming a 10% raw sprout diet, which is useful because pediatric Crohn’s patients usually have fewer types of bacteria present in their gut.

Younger mice consuming broccoli sprouts also had more types of bacteria that are known to convert glucoraphanin into sulforophane, and they had more of the genes needed to do it. Crohn’s patients usually have fewer of these types of bacteria, which are also known to provide other health benefits.

The Next Steps

We are currently working on replicating and expanding this project to include more age groups, so we can understand how different diet preparations of broccoli sprouts impact immune systems and gut microbiota at different developmental periods of life. We are also really interested in understanding how sex in mice, and gender in humans, plays a role in how immune systems and microbial communities develop during a critical phase of life. We have some initial data to suggest that male and female mice respond to different diets and at differnt ages, but we aren’t sure why yet.

We hope to expand our work with people to study how these diets work in the real world, and how we can tailor diet and cooking preparations of sprouts to best meet the needs of people of different ages, health statuses, and tastes.

Early life exposure to broccoli sprouts confers stronger protection against enterocolitis development in an immunological mouse model of inflammatory bowel disease

Lola Holcomb1$, Johanna M. Holman2$, Molly Hurd3, Brigitte Lavoie3, Louisa Colucci4, Benjamin Hunt5, Timothy Hunt5, Marissa Kinney2, Jahnavi Pathak1, Gary M. Mawe3,Peter L. Moses3,6, Emma Perry7, Allesandra Stratigakis8, Tao Zhang8, Grace Chen9, Suzanne L. Ishaq1*, Yanyan Li1*

1 Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, Maine, USA 04469. 2 School of Food and Agriculture, University of Maine, Orono, Maine, USA 04469. 3 Larner College of Medicine, University of Vermont, Burlington, Vermont, USA 05401. 4 Department of Biology, Husson University, Bangor, Maine, USA 04401. 5 Department of Biology, University of Maine, Orono, Maine, USA 04469. 6 Finch Therapeutics, Somerville, Massachusetts, USA 02143. 7 Electron Microscopy Laboratory, University of Maine, Orono, Maine, USA 04469. 8 School of Pharmacy and Pharmaceutical Sciences, SUNY Binghamton University, Johnson City, New York, USA 13790. 9 Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA 48109

$ these authors contributed equally.

Keywords: Crohn’s Disease, cruciferous vegetables, sulforaphane, glucoraphanin, gut microbiota, dietary bioactives, 16S rDNA, interleukin-10 knockout 

Abstract

Crohn’s Disease (CD) is a presentation of Inflammatory Bowel Disease (IBD) that manifests in childhood and adolescence, and involves chronic and severe enterocolitis, immune and gut microbial dysregulation, and other complications. Diet and gut-microbiota-produced metabolites are sources of anti-inflammatories which could ameliorate symptoms. However, questions remain on how IBD influences biogeographic patterns of microbial location and function in the gut, how early life transitional gut communities are affected by IBD and diet interventions, and how disruption to biogeography alters disease mediation by diet components or microbial metabolites. Many studies on diet and IBD use a chemically induced ulcerative colitis model, despite the availability of an immune-modulated CD model. Interleukin-10-knockout (IL-10-KO) mice on a C57BL/6 background, beginning at age 4 or 7 weeks, were fed a control diet or one containing 10% (w/w) raw broccoli sprouts, which was high in the sprout-sourced anti-inflammatory sulforaphane. Diets began 7 days prior to, and for 2 weeks after inoculation with Helicobacter hepaticus, which triggers Crohn’s-like symptoms in these immune-impaired mice. The broccoli sprout diet increased sulforaphane in plasma; decreased weight stagnation, fecal blood, and diarrhea associated; and increased microbiota richness in the gut, especially in younger mice. Sprout diets resulted in some anatomically specific bacteria in younger mice, and reduced the prevalence and abundance of pathobiont bacteria which trigger inflammation in the IL-10-KO mouse, e.g., Escherichia coli and Helicobacter. Overall, the IL-10-KO mouse model is responsive to a raw broccoli sprout diet and represents an opportunity for more diet-host-microbiome research.

Importance

To our knowledge, IL-10-KO mice have not previously been used to investigate the interactions of host, microbiota, and broccoli, broccoli sprouts, or broccoli bioactives in resolving symptoms of CD. We showed that a diet containing 10% raw broccoli sprouts increased the plasma concentration of the anti-inflammatory compound sulforaphane, and protected mice to varying degrees against disease symptoms, including weight loss or stagnation, fecal blood, and diarrhea. Younger mice responded more strongly to the diet, further reducing symptoms, as well as increased gut bacterial richness, increased bacterial community similarity to each other, and more location-specific communities than older mice on the diet intervention. Crohn’s Disease disrupts the lives of patients, and requires people to alter dietary and lifestyle habits to manage symptoms. The current medical treatment is expensive with significant side effects, and a dietary intervention represents an affordable, accessible, and simple strategy to reduce the burden of symptoms.

Acknowledgements: This project was supported by the USDA National Institute of Food and Agriculture through the Maine Agricultural & Forest Experiment Station: Hatch Project Numbers ME022102 and ME022329 (Ishaq) and ME022303 (Li); the USDA-NIFA-AFRI Foundational Program [Li and Chen; USDA/NIFA 2018-67017-27520/2018-67017-36797]; and the National Institute of Health [Li and Ishaq; NIH/NIDDK 1R15DK133826-01] which supported Marissa Kinney, Timothy Hunt, and Benjamin Hunt. Johanna Holman was supported by ME0-22303 (Li), and Lola Holcomb was supported by US National Science Foundation One Health and the Environment (OG&E): Convergence of Social and Biological Sciences NRT program grant DGE-1922560, and the UMaine Graduate School of Biomedical Science and Engineering.

Lots to celebrate in the Ishaq Lab this fall!

Ayodeji Olaniyi, B.S.

Master of Science student.

Ayodeji joined the lab in 2022, and has been investigating the Vibrio bacteria associated with different scallop hatchery tank systems. Ayodeji won a travel award from the University of Maine Aquaculture Research Institute Rapid Response Fund, to present his work at the upcoming meeting: Northeast Aquaculture Conference & Exposition (NACE) and the 43rd Milford Aquaculture Seminar (MAS)! He is also celebrating research job offers for when he defends his thesis in January!!

Marissa received a research award from the Bioscience Association of Maine, and contibuted to two papers this year!!

Marissa Kinney

Marissa Kinney 

Master of Science student

Marissa completed her undergraduate at the University of Maine in 2021, earning a BS in Microbiology and a BS in Cellular/Molecular Biology, and after graduating worked in the field of public health at UMaine’s Margaret Chase Smith Policy Center. She’s been crushing it since joining the lab in early 2023, including contibuting to the two papers listed below, being awarded a One Health and the Environment NRT Fellowship 2023 – 2024 at UMaine, and now, a research award from the Bioscience Association of Maine!!

Lola was first author on a paper that was just accepted (details soon), and contributed to a second paper that was recently published!

Portrait of Lola Holcomb, wearing a block sweater on a beach at sunset

Lola Holcomb

Doctorate of Philosophy candidate.

Lola entered as a rotating first-year GSBSE student in March 2022, and declared the Ishaq Lab her dissertation lab soon after, where she has been performing 16s data analysis for other ongoing lab projects, comparing gut microbiomes of mouse models of Inflammatory Bowel Disease with broccoli as a dietary treatment.  Lola was awarded a One Health and the Environment NRT Fellowship 2022- 2024 here at UMaine.  She led the data analysis on a paper using a Crohn’s Disease mouse model for innovate diet-microbe research.

Johanna was first author on a paper that was recently published, and contributed to a second paper accepted (details soon)!

Johanna Holman, B.S., M.S.

Doctor of Philosophy student

Johanna joined the lab in fall 2020 to investigate the effects of diet on the gut microbiome, and on host-microbial interactions. For the past several years, she has been working with Drs. Tao Zhang and Yanyan Li, and her project will combine her previous work on the nutritional biochemistry of broccoli with effects on gut microbes. She obtained her master’s in nutrition in summer 2022, and returned to the Ishaq and Li labs for her PhD! She won the 2022 Norris Charles Clements Graduate Student Award and the 2020-2021 University of Maine Graduate Student Employee of the Year. She led a large mouse project which was recently published, and led much of the lab work for a second paper that was just accepted.

Alexis is returning soon as PhD student in Microbiology!

Alexis Kirkendall

Undergraduate Researcher

Alexis is from Ohio and is about to graduate a semeser early in Biology at Heidelberg University. She joined the lab through the Summer 2022 REU, continued her work remotely, and returned to Maine in summer 2023 as a research assistant for several projects related to gut microbes, diet, and Inflammatory Bowel Disease. She was just accepted into the microbiology program at UMaine!!

 

Esther joined the lab!

Esther Alaba

Doctorate of Philosophy candidate

Esther has won several awards for combining mechanistic and functional tools to investigate dietary interventions in managing metabolic diseases. Her teaching experience includes Basic Physiology, Anatomy, and Experimental Physiology courses. She is passionate about Girls’ Education and Empowerment and currently mentors several young women towards successful career development. 

Her desire to utilize bioinformatics tools for nutritional therapy brought her to Ishaq’s lab. She currently works on human and mouse data to identify the microbiome and metabolomic pathways involved in the ameliorative effects of broccoli sprouts during IBD.

Esther is being co-advised by Dr. Yanyan Li.

Featured in the Design Observer Twenty

I was recently featured in the Design Observer Twenty for my work on Microbes and Social Equity! The Design Observer is turning 20 this month, so they interviewed 20 people who have been changing the way the world looks at health, wellbeing, sustainability, and designing for a more equitable future.

Paper published on “Steamed broccoli sprouts alleviate DSS-induced inflammation and retain gut microbial biogeography in mice”!

The Ishaq and Li labs at UMaine are delighted to announce that our paper on “Steamed broccoli sprouts alleviate DSS-induced inflammation and retain gut microbial biogeography in mice” has been published in mSystems!! The complete author list, Abstract, and Ackowledgements/Funders portions of the paper can be found at the end of this post.

This paper is part of a larger Broccoli project, in which we are evaluating the use of broccoli sprouts in the diet to enlist gut microbes to produce anti-inflammatories. You can read about the whole project here, with links to other resources.

The Premise

Broccoli sprouts are very high in a compound called glucoraphanin. When glucoraphanin comes in contact with the myrosinase enzyme, also found in the sprouts, it is transformed into a compound that acts an an anti-inflammatory in people!

If you eat raw sprouts, this conversion happens when you cut or chew the sprouts, and that anti-inflammatory will get absorbed in your stomach. If you steam or cook the sprouts, you can inactivate the enzyme and leave the glucoraphanin compound alone. Some of your gut microbes are able to use the compound, and produce the anti-inflammatory right in your gut! We are trying to understand how and when this works, so we can use it to reduce symptoms of Inflammatory Bowel Disease.

The Mouse work

In the winter of 2020-2021, we ran a 40-day study with 40 mice housed at UMaine. The mice were divided into 4 groups: “control” which ate the mouse chow, “control+DSS” which ate the mouse chow and had colitis induced by adding DSS (a salt laxative) to their drinking water, “broccoli” which ate the mouse chow with steamed broccoli sprouts mixed in, and “broccoli+DSS” which ate the mouse chow/steamed broccoli sprouts diet and had colitis induced by adding DSS (salt laxative) to their drinking water. This work was led by Johanna Holman, who was a master’s student at the time; Lousia Colicci, who was an undergrad at Husson University at the time and is applying to medical schools now; Dorein Baudewyns, who was an undergrad at Husson University at the time and is completing a graduate program in Psychology at UMaine; and Joe Balkan, who was completing his senior year of high school at the time and has since begin an undergrad degree in Biology at Tufts University where he is preparing for medical school.

The mice were weighed regularly and fecal samples assessed for blood (signs of colitis). At the end of the study, the mice were euthanized so we could study the bacteria in parts of the intestines that we can’t access in humans. We used as few mice as possible, and got as much information from this study as possible, to do as much good as we can with their sacrifice.

The Health Benefits

As we’d hoped, the broccoli+DSS mice that were eating the broccoli sprouts that were given colitis did much better than the control+DSS group who ate mouse chow during their colitis. The broccoli+DSS mice were able to keep gaining weight as they grew, had better consistency of their stool, and had lower amounts of proteins and other metabolities in their blood which indicate inflammation (lower cytokines and lipocalin). Those graphs are shown in the paper.

The Gut Microbes

We found a lot of interesting things with the microbial communities that were living in different parts of the intestines, but the most exciting was that broccoli sprouts in the diet helped microbial communities stay alive in their original gut locations even during colitis! Certain microbes like to live in particular places in our intestines based on where different ingredients in our diet get processed, or the local environment (like how acidic the intestinal neighborhood is), and this is called biogeography.

In the graph below, our control group mice (eating chow) or the broccoli group (eating chow plus sprouts), we see that microbial communites in the small intestines clustered away from the microbial communities in the large intestines.

The DSS salt laxative, and ulcerative colitis, wreak havoc on gut microbes because they cause physical damage to the lining of the intestine, which where many microbes that can be useful to us live on or near. When we induced colitis in mice that were eating mouse chow (control+DSS group), the damage to the intestines caused a loss to some of the microbes living in different places. The remaining microbes that could survive these tough conditions were basically the same ones regardless of where we we looked in the intestines.

But, if mice had colitis and were eating broccoli sprouts (broccoli+DSS), the microbes were able to survive in their original locations and preserved biogeography! This is important because where microbes live in the gut may determine if the beneficial things they make can help resolve IBD symptoms in specific locations in the gut.

Image by Johanna Holman, graph from the paper.

The Spatial Location of GLR-digesting-genes

Bejamin and Timothy Hunt are undergraduates in Biology who have been working on bioinformatics in the Ishaq Lab since December 2022 after completing Sue’s DNA Sequencing Data Analysis Class. They joined the DSS project to provide in-depth analysis on some of the sequences which matched bacteria that are known to convert GLR into the anti-inflammatory SFN, as well as analyze data comparing numbers of genes known to be involved in the process.

A cartoon of the intestines with bacteria of interest in the jejunum, ceculm and colon,
Cropped figure from the paper, made by Benjamin and Timothy.
Benjamin Hunt

The study of the bioproduction of SFN and its mucosal and luminal activity benefited from the biogeographical analysis of this study. It was interesting to note the extreme dominance of a Bacteroides species in the broccoli treatments. B. thetaiotaomicron was indicated based on BLASTN analysis and an evaluation of matching species but was not directly suggested by the dada-Silva taxonomy assignment. The indication of B. thetaiotaomicron suggested analyzing the presence of the operon BT2159-BT2156, which was generally minimally present (<100) but at relatively high counts (>100,000) in some samples. Significantly, the operon was found at locations where no Bacteroides were identified. We continue to reflect on the similarities and differences in the biogeography of bacterial abundance and operon presence highlighted in the different treatments of this study.

Benjamin and Timothy Hunt

The Next Steps

As part of this project, we cultured hundreds of bacteria from the intestines of mice to try and isolate some of the ones that turn glucroraphanin into sulforaphane. We have a large team of students and researchers participating on the culturing work, some of whom are pictured here. We’ll be providing plenty of updates on that project as we continue to process the bacteria this fall!

The Paper

Steamed broccoli sprouts alleviate DSS-induced inflammation and retain gut microbial biogeography in mice.

Johanna M. Holman1, Louisa Colucci2, Dorien Baudewyns3, Joe Balkan4, Timothy Hunt5, Benjamin Hunt5, Marissa Kinney1, Lola Holcomb6, Allesandra Stratigakis7, Grace Chen8, Peter L. Moses9,10, Gary M. Mawe9, Tao Zhang7, Yanyan Li1*, Suzanne L. Ishaq1*

1 School of Food and Agriculture, University of Maine, Orono, Maine, USA 04469 2 Department of Biology, Husson University, Bangor, Maine, USA 04401 3 Department of Psychology, University of Maine, Orono, USA 04469 4 Department of Chemical and Biological Engineering, Tufts University, Medford, Massachusetts, USA 02155 5 Department of Biology, University of Maine, Orono, Maine, USA 04469 6 Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, Maine, USA 04469 7 School of Pharmacy and Pharmaceutical Sciences, SUNY Binghamton University, Johnson City, New York, USA 13790 8Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA 48109 9Departments of Neurological Sciences and of Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont, USA 0540110 Finch Therapeutics, Somerville, Massachusetts, USA 02143

Abstract: Inflammatory Bowel Diseases (IBD) are devastating conditions of the gastrointestinal tract with limited treatments, and dietary intervention may be effective, and affordable, for managing symptoms. Glucosinolate compounds are highly concentrated in broccoli sprouts, especially glucoraphanin, and can be metabolized by certain mammalian gut bacteria into anti-inflammatory isothiocyanates, such as sulforaphane. Gut microbiota exhibit biogeographic patterns, but it is unknown if colitis alters these or whether the location of glucoraphanin-metabolizing bacteria affects anti-inflammatory benefits. We fed specific pathogen free C57BL/6 mice either a control diet or a 10% steamed broccoli sprout diet, and gave a three-cycle regimen of 2.5% dextran sodium sulfate (DSS) in drinking water over a 34-day experiment to simulate chronic, relapsing ulcerative colitis. We monitored body weight, fecal characteristics, lipocalin, serum cytokines, and bacterial communities from the luminal- and mucosa-associated populations in the jejunum, cecum, and colon. Mice fed the broccoli sprout diet with DSS treatment performed better than mice fed the control diet with DSS, including significantly more weight gain, lower Disease Activity Indexes, lower plasma lipocalin and proinflammatory cytokines, and higher bacterial richness in all gut locations. Bacterial communities were assorted by gut location, but were more homogenous across locations in the control diet + DSS mice. Importantly, our results showed that broccoli sprout feeding abrogated the effects of DSS on gut microbiota, as bacterial richness and biogeography were similar between mice receiving broccoli sprouts with and without DSS. Collectively, this supports the protective effect of steamed broccoli sprouts against dysbiosis and colitis induced by DSS.


Importance: Evaluating bacterial communities across different locations in the gut provides a greater insight than fecal samples alone, and provides an additional metric by which to evaluate beneficial host-microbe interactions. Here, we show that 10% steamed broccoli sprouts in the diet protects mice from the negative effects of dextran sodium sulfate induced colitis, that colitis erases biogeographical patterns of bacterial communities in the gut, and that the cecum is not likely to be a significant contributor to colonic bacteria of interest in the DSS mouse model of ulcerative colitis. Mice fed the broccoli sprout diet during colitis performed better than mice fed the control diet while receiving DSS. The identification of accessible dietary components and concentrations that help maintain and correct the gut microbiome may provide universal and equitable approaches to IBD prevention and recovery, and broccoli sprouts represent a promising strategy.

Acknowledgements: All authors have read and approved the final manuscript. The authors thank Jess Majors, University of Maine, for her kind and detailed care of the mice during the trial, and for Ellie Pelletier for her informal review of the manuscript. This project was supported by the USDA National Institute of Food and Agriculture through the Maine Agricultural & Forest Experiment Station: Hatch Project Numbers ME022102 and ME022329 (Ishaq) and ME022303 (Li) which supported Johanna Holman; the USDA-NIFA-AFRI Foundational Program [Li and Chen; USDA/NIFA 2018-67017-27520/2018-67017-36797]; and the National Institute of Health [Li and Ishaq; NIH/NIDDK 1R15DK133826-01] which supported Marissa Kinney, Timothy Hunt, and Benjamin Hunt. Lola Holcomb was supported by US National Science Foundation One Health and the Environment (OG&E): Convergence of Social and Biological Sciences NRT program grant DGE-1922560, and through the UMaine Graduate School of Biomedical Sciences and Engineering.