The DOI matches its Crossref record; 31 of the 31 references it cites were found in a registry or an index.
A Rapid and Specific Method for the Detection of Indole in Complex Biological Samples
Open accessAbstract
Indole, a bacterial product of tryptophan degradation, has a variety of important applications in the pharmaceutical industry and is a biomarker in biological and clinical specimens. Yet, specific assays to quantitate indole are complex and require expensive equipment and a high level of training. Thus, indole in biological samples is often estimated using the simple and rapid Kovács assay, which nonspecifically detects a variety of commonly occurring indole analogs. We demonstrate here a sensitive, specific, and rapid method for measuring indole in complex biological samples using a specific reaction between unsubstituted indole and hydroxylamine. We compared the hydroxylamine-based indole assay (HIA) to the Kovács assay and confirmed that the two assays are capable of detecting microgram amounts of indole. However, the HIA is specific to indole and does not detect other naturally occurring indole analogs. We further demonstrated the utility of the HIA in measuring indole levels in clinically relevant biological materials, such as fecal samples and bacterial cultures. Mean and median fecal indole concentrations from 53 healthy adults were 2.59 mM and 2.73 mM, respectively, but varied widely (0.30 mM to 6.64 mM) among individuals. We also determined that enterotoxigenic Escherichia coli strain H10407 produces 3.3 ± 0.22 mM indole during a 24-h period in the presence of 5 mM tryptophan. The sensitive and specific HIA should be of value in a variety of settings, such as the evaluation of various clinical samples and the study of indole-producing bacterial species in the gut microbiota.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“In human feces, indole is detectable at micromolar concentrations (Darkoh et al., 2015)”
From The Microbiota-Gut-Brain Axis (2019) · cites this paper as Darkoh et al., 2015
Citations
Cites
Metabolomics analysis reveals large effects of gut microflora on mammalian blood metabolites
Wikoff, W. R., Anfora, A. T., Liu, J., Schultz, P. G., Lesley, S. A., Peters, E. C., & Siuzdak, G. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0812874106 · Cited by 2,677
Biochemical tests for identification of medical bacteria
MacFaddin, J. F. (1976) · Medical Entomology and Zoology · Cited by 1,442
Indole as an intercellular signal in microbial communities
Lee, J.-H., & Lee, J. (2010) · FEMS Microbiology Reviews · doi:10.1111/j.1574-6976.2009.00204.x · Cited by 1,059
The Infectivity of Cryptosporidium parvum in Healthy Volunteers
DuPont, H. L., Chappell, C. L., Sterling, C. R., Okhuysen, P. C., Rose, J. B., & Jakubowski, W. (1995) · New England Journal of Medicine · doi:10.1056/nejm199503303321304 · Cited by 888
Self-citationBiochemical Tests for Identification of Medical Bacteria
Legolvan, P. C. (1981) · Military Medicine · doi:10.1093/milmed/146.1.60 · Cited by 860
Indole is an inter-species biofilm signal mediated by SdiA
Lee, J., Jayaraman, A., & Wood, T. K. (2007) · BMC Microbiology · doi:10.1186/1471-2180-7-42 · Cited by 471
Virulence of Three DistinctCryptosporidium parvumIsolates for Healthy Adults
Okhuysen, P. C., Chappell, C. L., Crabb, J. H., et al. (1999) · The Journal of Infectious Diseases · doi:10.1086/315033 · Cited by 466
Self-citationSignaling-mediated bacterial persister formation
Vega, N. M., Allison, K. R., Khalil, A. S., & Collins, J. J. (2012) · Nature Chemical Biology · doi:10.1038/nchembio.915 · Cited by 415
Bansal, T., Englert, D. L., Lee, J., Hegde, M., Wood, T. K., & Jayaraman, A. (2007) · Infection and Immunity · doi:10.1128/iai.00630-07 · Cited by 358
Indole induces the expression of multidrug exporter genes in Escherichia coli
Hirakawa, H., Inazumi, Y., Masaki, T., Hirata, T., & Yamaguchi, A. (2005) · Molecular Microbiology · doi:10.1111/j.1365-2958.2004.04449.x · Cited by 328
Cited by
Sorted by citations
Items 101–154 of 154
Translational Detection of Indole by Complementary Cell-free Protein Synthesis Assay
Lee, Y. J., Lee, S., & Kim, D. (2022) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2022.900162 · Cited by 3
“also reported a colorimetric method that uses hydroxylamine and can discriminate indole from structurally related compounds (Darkoh et al., 2015).”
MethodLi, L., Chen, N., Gu, P., et al. (2019) · Chromatographia · doi:10.1007/s10337-019-03847-1 · Cited by 3
Marimallappa, T. R., Supriyo, P. A. L., K.R., A. K., et al. (2022) · Minerva Dental and Oral Science · doi:10.23736/s2724-6329.21.04515-0 · Cited by 3
Metabolism of Dietary Substrates by Intestinal Bacteria and Consequences for the Host Intestine
Blachier, F. (2023) · Springer eBooks · doi:10.1007/978-3-031-26322-4_3 · Cited by 4
Recent progress in fluorescent probes for transthyretin sensing
Xie, Z., Sun, F., Pistolozzi, M., & Yan, J. (2023) · Dyes and Pigments · doi:10.1016/j.dyepig.2023.111739 · Cited by 3
Increased fecal indole concentration in women with gestational diabetes: a pilot study
Trajkova, M., Molan, K., Zugan, M., Avguštin, J. A., Erjavec, M. S., Bertok, D. Ž., & Barlovič, D. P. (2020) · Acta Diabetologica · doi:10.1007/s00592-020-01632-3 · Cited by 3
Li, Z., Jiang, J., Sun, K., et al. (2025) · Foods · doi:10.3390/foods14173020 · Cited by 2
“The ability of the strain to produce indole during cultivation was determined using an indole assay [25].”
Parasite-mediated alteration of behaviour and biomolecular dynamics in a mouse model
Leonardi, S. S., Png, C. W., Bo, A. S., Wong, P., Iyer, V. R., & Tan, K. S. W. (2025) · Frontiers in Cellular and Infection Microbiology · doi:10.3389/fcimb.2025.1574660 · Cited by 2
Aziz, R. A., Ramesh, P., Suchithra, K. V., Stothard, P., Narayana, V. K., Raghu, S. V., Shen, F., Young, C., Prasad, T. S. K., & Hameed, A. (2024) · Scientific Reports · doi:10.1038/s41598-024-58829-7 · Cited by 2
“IAA downregulated isoforms 2 and 8 of troponin 1 of D. melanogaster .”
Gou, Y., Fang, Q., Gu, H., Tian, A., Li, J., Wang, Y., & Hu, Y. (2024) · Marine Life Science & Technology · doi:10.1007/s42995-024-00238-w · Cited by 2
“The hydroxylamine-based indole assay (HIA) was used for the determination of indole concentration (Darkoh et al. 2015).”
Roy, A. S. (2023) · Journal of Pure and Applied Microbiology · doi:10.22207/jpam.17.4.27 · Cited by 2
Taki, K., Watanabe, T., Matsuo, J., et al. (2018) · Journal of Infection and Chemotherapy · doi:10.1016/j.jiac.2018.06.011 · Cited by 2
Tryptophan catabolism by gut microbiota : A bridge connecting food science and human nutrition
Huang, Z. (2023) · doi:10.18174/583090 · Cited by 2
Navigating contradictions in enteric chemotactic stimuliPreprint
Franco, K., Gentry-Lear, Z., Shavlik, M., Harms, M. J., & Baylink, A. (2025) · eLife · doi:10.7554/elife.106261 · Cited by 2
“Indole is excreted by gut microbiota as a byproduct of tryptophan metabolism and accumulates to millimolar levels in human feces ( Figure 1A ; Li et al., 2021 ; Darkoh et al., 2015 ; Chappell et al., 2016 ).”
InfluentialVineetha, K. K., Archana, P. R., Rao, B. K., Ballal, M., Dutta, B., Vani Lakshmi, R., & Bhat, R. G. (2024) · Rapid Communications in Mass Spectrometry · doi:10.1002/rcm.9923 · Cited by 1
Mondal, R., Paliwal, D., Thakur, A., Sharma, S., & Kaushik, N. (2025) · Mini-Reviews in Medicinal Chemistry · doi:10.2174/0113895575400809251007055201 · Cited by 1
Sofronieva, Y., Schneider, I., Todorova, Y., et al. (2025) · Environments · doi:10.3390/environments13010015 · Cited by 1
Adams, J. M. E., & El-Halfawy, O. M. (2026) · Journal of Bacteriology · doi:10.1128/jb.00351-25 · Cited by 2
Teklay, Y. T., Sbhatu, D. B., & Gebreyohannes, G. (2026) · The Scientific World JOURNAL · doi:10.1155/tswj/5366040 · Cited by 1
Scano, C., Choudhury, A., Rojo, M., Hawkins, J., Crowhurst, L., Zaharas, G., Lavado, R., & Greathouse, K. L. (2026) · Microbiology · doi:10.1099/mic.0.001729 · Cited by 1
Efadeswarni, Amandita, F. Y., Puspandari, N., et al. (2021) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/909/1/012006 · Cited by 1
Association between Smoking and Urine Indole Levels Measured by a Commercialized Test
Mine, M., Masaki, N., Toya, T., Namba, T., Nagatomo, Y., Takase, B., & Adachi, T. K. (2022) · Metabolites · doi:10.3390/metabo12030234 · Cited by 1
“[12] In addition, the Kovac’s reagent reacts less well with indole-3-propionic acid, indole-3-pyruvic acid, and indoxyl sulfate [12], which are naturally occurring indole analogues present in biological samples [4].”
BackgroundDensil, A., George, M. E., Mahdi, H., Chami, A., Mark, A., Luo, C., Wang, Y., Ali, A., Tang, P., Dong, A., et al. (2023) · Frontiers in Systems Biology · doi:10.3389/fsysb.2023.1274184 · Cited by 1
Isolation, Characterization and Activity Test of Soil Origin Bacteria Amilage
Swandi, M. K. (2020) · Biosfer Jurnal Tadris Biologi · doi:10.24042/biosfer.v11i2.6015 · Cited by 1
“According to Darkoh (Darkoh et al., 2015), the indole test is performed to identify isolates in producing indole compounds due to the breakdown of tryptophan amino acids by the tryptophanase enzyme.”
MethodMicrobe-derived indole tunes organ-function and links microbe metabolites to biological ageingPreprint
Xing, P. Y., Jayaraman, A., Zhang, G. W., Martin, K. A., Faylon, L. E., Kjelleberg, S. J., Rice, S. A., Wang, Y., Bello, A. T., Holmes, E. C., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.01.24.525337 · Cited by 1
“In contrast, indole concentrations in healthy rodents and humans have been reported to be about 80 nmol/g and 2.6 mM, respectively (Darkoh et al, 2015; Dong et al, 2020).”
BackgroundInfluentialBibek, G. C., Zhou, P., Naha, A., Gu, J., & Wu, C. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.04.24.538132 · Cited by 1
“Additionally, the indole assay provides a quantitative method for detecting indole levels (47).”
MethodSubstrate availability and dietary fibre regulate metabolism of tryptophan by human gut microbesPreprint
Sinha, A. K., Laursen, M. F., Brinck, J. E., Rybtke, M., Pedersen, M., Roager, H. M., & Licht, T. R. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.06.05.543658 · Cited by 1
Lubkowicz, D. (2023) · doi:10.17760/d20620612 · Cited by 1
SIMPLIFIED INTESTINAL INTUBATION WITH MILLER-ABBOTT TUBE.
Young, H. M. (1947) · PubMed
Le, T. N., Ha, T. N., Hoang, H. T., et al. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4167183
Alqaisi, A. H., & Alaubydi, M. A. (2023) · IRAQI JOURNAL OF AGRICULTURAL SCIENCES · doi:10.36103/ijas.v54i5.1813
Sorokin, V. A., Grigoryeva, T. V., Kupriyanova, O. V., Roumiantsev, S. A., & Shestopalov, A. V. (2024) · Bulletin of Experimental Biology and Medicine · doi:10.1007/s10517-025-06305-1
“There is evidence that the concentration of indole in feces varies from 0.30 to 6.64 mmol/liter in healthy people [16].”
InfluentialFluorocarbon Solvent Scavenges Indole and Promotes Escherichia Coli Growth
Hosoki, R., Izawa, K., Kawanaka, K., et al. (2024) · Journal of Microbiological Methods · doi:10.1016/j.mimet.2025.107123
Franco, K., Gentry-Lear, Z., Shavlik, M., Harms, M. J., & Baylink, A. (2025) · eLife · doi:10.7554/elife.106261.1
Detection of Foodborne Gram-Positive Bacteria by Biochemical Methods
Leonard, K., Rikhotso, M. C., Mpho, M., & Nethathe, B. (2025) · Methods and protocols in food science · doi:10.1007/978-1-0716-4382-2_9
Rojas, M. I., Gomez, C. G., Avalle, L. B., & Pérez, O. E. L. (2025) · Journal of Solid State Electrochemistry · doi:10.1007/s10008-025-06339-5
Franco, K., Gentry-Lear, Z., Shavlik, M., Harms, M. J., & Baylink, A. (2025) · eLife · doi:10.7554/elife.106261.2
Utami, I. W., Sapri, S., Meray, N. W., & Canrika, R. E. (2025) · Borneo Journal of Pharmacy · doi:10.33084/bjop.v8i3.9140
“A positive result was indicated by the formation of a red ring on the medium's surface 13 .”
Vali, M. H. P., Wyatt, E. W., Abbott, K., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.11.10.687708
Cheng, C., Shivanagoudra, S. R., Mukunth, A., Biradar, S., Matos, Y. A. S., Klemashevich, C. L., Kim, D. M., Wright, G. A., Ghosh, S., Jala, V. R., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2025.12.21.695859
Ghadimi, D., Blömer, S., KAYA, A. Ş., Krüger, S., Röcken, C., Schäfer, H., Uchiyama, J., Matsuzaki, S., & Bockelmann, W. (2026) · Experimental and Molecular Pathology · doi:10.1016/j.yexmp.2025.105021
Indole toxicity on removal of uremic toxin p-cresol, in-vitro study of Thauera aminoaromatica S2Preprint
Wang, P.-H., Saingam, P., Rasyid, R., Godfrey, B. J., Himmelfarb, J., & Winkler, M. K. H. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.01.30.702922
“In feces, indole and p -cresol concentrations range from 0.30–6.64 mM (Darkoh et al. 2015), while p -cresol concentrations have been reported to range from 0.6–5.2 mM (Saingam et al. 2025), based on previously published studies.”
InfluentialMak, I. E. K., Yao, Y., Sutanto, C. N., Leong, Z. N., Khoo, C. M., & Kim, J. E. (2026) · Food Research International · doi:10.1016/j.foodres.2026.118660
Novel reference method for precise determination of tryptophanase activity
Ali, M. M., Mahdi, I., Hashim, H. O., et al. (2026) · Biology Methods and Protocols · doi:10.1093/biomethods/bpag017
“The method effectively differentiates between TnaA-positive and TnaA-negative bacterial species, providing valuable taxonomic information for bacterial classification systems [21].”
Hadwan, M. H., Rahi, A. K., Abass, E. R., et al. (2026) · Enzyme and Microbial Technology · doi:10.1016/j.enzmictec.2026.110876
Monsef, M. A., Ingram, W. T., & Jaworski, J. W. (2026) · Journal of Applied Biomaterials & Functional Materials · doi:10.1177/22808000261472676
Indole inhibits anaerobic digestion by disrupting AHLs-mediated quorum sensing
Lu, D., Chen, B., Nie, E., Lian, S., Li, R., Guo, R., & Zou, H. (2026) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2026.143267
Shvarthburg, M., Taussig, D., Even-Tov, N., et al. (2026) · Frontiers in Microbiology · doi:10.3389/fmicb.2026.1902638
“Darkoh et al. (2015) reported mean and median fecal indole concentrations of 2.59 and 2.73 mM, respectively, with values ranging from 0.3 to 6.64 mM across individuals.”
InfluentialAnti-hyperuricemia therapy alleviates diet-induced gut inflammation via AhR-IL-22-signalling
Bouquez, S., Campos, P. L., Ottobre, M., & Vega, M. D. (2026) · Journal of Molecular Medicine · doi:10.1007/s00109-026-02713-6
“Supernatants or indole standards (70% ethanol) were incubated with 25 µl of 5.3 M NaOH and 50 µl of 0.3 M hydroxylamine hydrochloride (15 min, room temperature), followed by 125 µl of 2.7 M H2SO4 (30 min), and absorbance was read at 530 nm [22].”
InfluentialBergholtz, A., Lin, W., Kaur, A., Bhetwal, A., Zhu, S., Mateus, A., Martino, M. L. D., Eriksson, J., Globisch, D., & Sellin, M. E. (2026) · Gut Microbes · doi:10.1080/19490976.2026.2728235
“37 39-41 These observations notwithstanding, the majority of the gut metabolome, and derivatives of major metabolite classes, remain to be functionally mined for anti-infective properties.”
Meng, N., Zhu, J., Yan, J., et al. (2026) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2026.143606
Vali, M. H. P., Wyatt, E. W., Abbott, K., et al. (2026) · ACS Sensors · doi:10.1021/acssensors.6c04092
Sinha, R., Bhattarai, B., Zimpel, C. K., Ottosen, E. N., LeVeque, R. M., Singh, P., & DiRita, V. J. (2026) · Science Advances · doi:10.1126/sciadv.aei6934
Role of indole signaling in facilitating horizontal antibiotic resistance gene transfer
Wang, S., Cao, L., Barceló, D., & Huang, C. (2026) · Environmental Risk · doi:10.1016/j.envr.2026.100017
Metadata
- Authors
- Darkoh, C., Chappell, C., Gonzales, C., & Okhuysen, P.
- Affiliations
- The University of Texas Health Science Center at Houston (US)
- The University of Texas MD Anderson Cancer Center (US)
- Venue
- Applied and Environmental Microbiology
- Publisher
- American Society for Microbiology
- Published
- 2015-12
- Volume
- 81
- Issue
- 23
- Pages
- 8093-8097
- ISSN
- 0099-2240 (ISSN-L)
- 1098-5336
- PMC
- PMC4651089
- OpenAlex
- W2260701616
- Semantic Scholar
- c738683cc725688e7523668357b4d9797097bcfa
- Cited by
- 156
- References
- 31
- Citations by year
- 2026: 21 · 2025: 19 · 2024: 13 · 2023: 27 · 2022: 18 · 2021: 12 · 2020: 17 · 2019: 12 · 2018: 10 · 2017: 4 · 2016: 2
- FWCI
- 4.41
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Applied and Environmental Microbiology (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Allergy and Infectious Diseases (R01AI116914)
- National Institute of Diabetes and Digestive and Kidney Diseases (DK56338, P30DK056338)
- Topics
- Health Sciences › Medicine › Microbiology (medical) › Bacterial Identification and Susceptibility Testing
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Polyamine Metabolism and Applications
- Physical Sciences › Chemistry › Analytical Chemistry › Analytical Methods in Pharmaceuticals
- Keywords
- tryptophan degradation, enterotoxigenic Escherichia coli, gut microbiota, biomarkers, bacterial metabolites
- MeSH terms
- Bacteriological Techniques, Environmental Microbiology, Feces, Humans, Indoles, Sensitivity and Specificity, Tryptophan, Hydroxylamine, Enterotoxigenic Escherichia coli
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review