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In A Nutshell

  • Living detectors: Researchers modified E. coli bacteria to light up when they sense acetic acid, the chemical that gives spoiled wine its vinegar taste. The brighter the glow, the more spoilage is present.
  • Cheap and simple: The bacterial test uses basic lab supplies costing a few dollars, compared to traditional gas chromatography machines that cost tens of thousands of dollars and require specialized training.
  • Sniff test without opening: The bacteria detect acetic acid vapors in the air above wine, pointing toward future monitoring systems that check fermentation tanks without cracking them open and risking contamination.
  • Proof of concept: The sensors worked in lab tests with real commercial wines at 12-15% alcohol, but researchers are still working on making them robust enough for actual winery conditions.

Scientists have developed a radiant new way to determine if wine is spoiled. The technique utilizes engineered bacteria to detect the vinegar-like taste of acetic acid building up. Upon detection, they light up.

Hebrew University researchers developed this biosensor using modified E. coli bacteria that glow brighter when exposed to spoilage-level acetic acid. While conventional wine testing requires expensive gas chromatography machines, trained lab technicians, and time-consuming sample processing, this bacterial approach could work with basic lab supplies costing just a few dollars per test.

The technology tackles one of the wine industry’s costliest headaches. When spoilage bacteria sneak into fermentation tanks, they pump out acetic acid that gives wine that unpleasant vinegar kick. Traditional lab equipment can catch this, but by the time test results come back, entire batches may already be ruined. The bacterial sensor delivered answers in two hours.

How Bacteria Became Wine Detectives

To achieve this feat, study authors borrowed genes from one type of bacteria (Bacillus subtilis) that naturally senses acetic acid, then spliced those genes into hardy E. coli along with genes from deep-sea bacteria that make their own glow. When acetic acid molecules latch onto the bacterial sensor, it flips a genetic switch that makes the cells shine brighter.

Testing proved the bacteria weren’t just guessing. As acetic acid levels climbed from zero to spoilage concentrations around 0.7 to 1.0 grams per liter, the glow increased steadily. When the researchers exposed bacteria directly to liquid samples with spoilage-level acetic acid, they lit up five to eight times brighter than normal.

Wine fermentation creates a soup of different acids, not just acetic acid. The sensor needed to ignore the imposters. So the team tested it against formic acid, butyric acid, lactic acid, and propionic acid. Only acetic acid made the bacteria glow strongly and consistently. The others barely registered, if at all.

Computer models suggested why. Acetic acid fits into the bacterial receptor like a key in a lock, forming multiple chemical bonds that trigger the response. The other acids either can’t squeeze into the same spot or bump into the surrounding protein structure the wrong way. It’s molecular recognition at work, the sensor knows what it’s looking for.

bad wine
A spoiled bottle of wine can ruin an otherwise fantastic evening. (Credit: Nicoleta Ionescu on Shutterstock)

From Lab Bench to Wine Bottle

Testing pure chemicals in lab dishes proved the concept worked, but real wine is far messier. Wine contains 12-15% alcohol, which kills many bacteria outright. It’s packed with sugars, tannins, and dozens of volatile compounds that might throw off the sensor.

The study, published in Microbial Biotechnology, used commercial wines off the shelf (a red Cabernet Sauvignon at 14.5% alcohol and a white Chardonnay at 12.5%) and measured their natural acetic acid levels. Then they spiked both wines with extra acetic acid to mimic spoilage, bringing concentrations up to the point where you’d definitely taste something wrong.

Instead of dunking bacteria directly into wine (which would be both unappetizing and impractical), they used a “plate over plate” setup. Bacterial droplets on agar in one petri dish lid were positioned over another dish containing wine samples. The bacteria sampled only the vapors rising from the wine below. After two hours, bacteria hovering over spoiled wine glowed about twice as bright as those over normal wine. A camera captured the difference clearly.

This vapor-sniffing approach points toward a future where winemakers might check fermentation tanks by sampling the air above them. Traditional sampling means cracking open valves, which risks contamination and oxygen exposure every time. Headspace monitoring could sidestep those risks entirely.

Why Cost Matters

Traditional wine testing involves shipping samples to labs, running them through equipment, and waiting for results: all of which adds up in time and expense. Lab instruments can cost tens of thousands of dollars and require specialized training to operate.

The bacterial biosensor demonstrated in this study used basic microbiological supplies. While the researchers haven’t put a price tag on a commercial version, the approach could make quality monitoring more accessible to smaller wineries that can’t afford full lab setups. It’s not just about saving money, it’s about catching problems early enough to actually fix them.

What Comes Next

While designed for wine, these sensors could monitor other fermented foods and beverages. Brewers consider acetic acid a fault indicating contamination. Kombucha makers need some acetic acid for tanginess but not too much. Cider producers face similar balancing acts.

The researchers also note that acetic acid levels in exhaled breath have been linked to certain digestive disorders and metabolic conditions in other studies. Far down the road, sensors like this could inspire other “sniff tests,” maybe even in medicine, though that’s well beyond what this team studied here.

For now, the focus is making the sensor more robust and user-friendly for actual wineries. Locking bacteria into gels or membranes could extend shelf life. Hooking up automated sampling systems could enable continuous monitoring. Fine-tuning the genetic circuits might dial sensitivity up or down for different applications.

Big picture, this demonstrates how synthetic biology can solve real-world industrial problems by repurposing what bacteria already do naturally. Bacteria that light up when they detect spoilage could someday make quality control faster and more accessible across fermentation industries.

For winemakers tired of waiting for lab results to know if their product is safe, the solution might eventually be as simple as looking for the glow.


Paper Notes

Limitations

Testing was conducted with laboratory cultures and commercial wine samples rather than throughout actual fermentation where conditions change dynamically. Temperature swings, pH shifts, and the complex compound mixture during active fermentation may affect biosensor performance differently than observed in controlled experiments. While the biosensor functioned at ethanol concentrations up to 14.5%, extremely high-ethanol specialty wines were not evaluated. The headspace detection method required approximately two hours for measurable results, which may not be fast enough for quality control scenarios requiring immediate feedback. Computer docking models used predicted rather than experimentally determined protein structures, introducing some uncertainty about exact binding interactions. The biosensor showed some cross-reactivity with propionic acid at high concentrations, though such levels are uncommon in wine fermentation.

Funding and Disclosures

This work was supported by the Israel Innovation Authority through a Kamin grant (number 64948). The authors declared no conflicts of interest. The Kamin program supports applied research and development in Israeli academic institutions with potential for industrial applications and commercialization.

Publication Details

Authors: Yulia Melnik Kesler, Igor Kviatkovski, Neta Rotem, Alex Brandis, Oded Shoseyov, Tali Yarnitzky, and Yael Helman | Affiliations: The Institute of Environmental Sciences, Department of Plant Pathology and Microbiology, The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel; Tevie Mehlman, Life Sciences Core Facilities, Weizmann Institute of Science, Rehovot, Israel; The Institute of Plant Sciences, The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel; Scientific Consulting, Modi’in-Macabim-Reut, Israel | Journal: Microbial Biotechnology, Volume 18, Issue 12, 2025 | Article Title: “Detection of Spoilage-Associated Acetic Acid Levels Using a Transcription-Based Whole-Cell Biosensor” | DOI: 10.1111/1751-7915.70267 | Dates: Received June 18, 2025; Revised November 3, 2025; Accepted November 7, 2025 | License: Open access article under Creative Commons Attribution-NonCommercial-NoDerivs License | Corresponding Author: Yael Helman ([email protected])

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