Use of a Novel Passive E-Nose to Monitor Fermentable Prebiotic Fiber Consumption
Authors:
- Lawrence KosinskiLKLawrence Kosinski
- Phillip A. EngenPEPhillip A. Engen
- Barbara SwansonBSBarbara Swanson
- Michelle VillanuevaMVMichelle Villanueva
- Maliha ShaikhMSMaliha Shaikh
- Stefan J. GreenSGStefan J. Green
- Ankur NaqibANAnkur Naqib
- Bruce HamakerBHBruce Hamaker
- Thaisa M. Cantu-JunglesTCThaisa M. Cantu-Jungles
- Ali KeshavarzianAKAli Keshavarzian
Open Access
Abstract
We developed a home-based electronic nose (E-Nose) to passively monitor volatile organic compounds (VOCs) emitted following bowel movements and assessed its validity by correlating the output with prebiotic fiber intake. Healthy, non-overweight participants followed a three-week protocol which included the following: (1) installing the E-Nose in their bathroom; (2) activating the device following each bowel movement; (3) recording their dietary intake; (4) consuming a fiber bar (RiteCarbs) containing a blend of 10 g of prebiotic fiber daily during weeks two and three; and (5) submit stool specimens at the beginning and end of the study for 16S rRNA gene sequencing and analysis. Participants’ fecal microbiome displayed significantly increased relative abundance of putative total SCFA-producing genera (p = 0.0323) [total acetate-producing genera (p = 0.0214), total butyrate-producing genera (p = 0.0131)] and decreased Gram-negative proinflammatory genera (p = 0.0468). Prebiotic intervention significantly increased the participants’ fiber intake (p = 0.0152), E-Nose Min/Max (p = 0.0339), and area over the curve in VOC–to–fiber output (p = 0.0044). Increased fiber intake was negatively associated (R2 = 0.53, p = 0.026) with decreased relative abundance of putative Gram-negative proinflammatory genera. This proof-of-concept study demonstrates that a prototype E-Nose can noninvasively detect a direct connection between fiber intake and VOC outputs in a home-based environment.Keywords
Funding Information
- VOCnomics, LLC
This publication has 52 references indexed in Scilit:
- Nanoparticle Optical Sensor Arrays: Gas Sensing and Biomedical DiagnosisAnalysis & Sensing, 2022
- Target discrimination, concentration prediction, and status judgment of electronic nose system based on large-scale measurement and multi-task deep learningSensors and Actuators B: Chemical, 2022
- The Optoelectronic NoseAccounts of Chemical Research, 2020
- Making and Sequencing Heavily Multiplexed, High-Throughput 16S Ribosomal RNA Gene Amplicon Libraries Using a Flexible, Two-Stage PCR Protocol2018
- Preclinical evidence for the addiction potential of highly palatable foods: Current developments related to maternal influenceAppetite, 2017
- Dietary fibre for the prevention of recurrent colorectal adenomas and carcinomasCochrane Database of Systematic Reviews, 2017
- DADA2: High-resolution sample inference from Illumina amplicon dataNature Methods, 2016
- Development of the NIH Patient-Reported Outcomes Measurement Information System (PROMIS) Gastrointestinal Symptom ScalesAmerican Journal of Gastroenterology, 2014
- The gut microbiota, bacterial metabolites and colorectal cancerNature Reviews Microbiology, 2014
- Evaluation of Web-Based, Self-Administered, Graphical Food Frequency QuestionnaireJournal of the Academy of Nutrition and Dietetics, 2014