Tannin acyl hydrolases, also known as tannases, are a group of enzymes 22 critical for the transformation of tannins. The study of these enzymes, which initially evolved in different organisms to detoxify and/or use these plant metabolites, has 24 nowadays become relevant in microbial enzymology research due to their relevant role in 25 food tannin transformation. 26 Microorganisms, particularly bacteria, are major sources of tannase. Cloning and 27 heterologous expression of bacterial tannase genes and structural studies have been 28 performed in the last few years. However, a systematic compilation of the information 29 related to all recombinant tannases, their classification and characteristics is missing. In 30 this review, we explore the diversity of heterologously produced bacterial tannases, 31 describing their substrate specificity and biochemical characterization. Moreover, a new 32 classification based on sequence similarity analysis is proposed. Finally, putative tannases 33 have been identified in silico for each group of tannases taking advantage of the use of the 34 "tannase" distinctive features previously proposed. 35 36 37 Keywords Tannase • Feruloyl esterase • Esterase • Hydrolysable tannins • Gallic acid 38 39 The majority of industrial enzymes are classified as "hydrolases", and "tannases" 64 belong to this class. Since their discovery more than a century ago, tannases have been 65 used in the food, feed, beverage, pharmaceutical and chemical industries. Among the 66 commercial applications of tannases, the most relevant are the production of gallic acid, 67 instant tea, and coffee-flavored refreshing drinks. Moreover, these enzymes are used for the clarification of beer and fruits juices, the improvement of flavor of grape wine, and the 69 manufacture of animal feeds (Jana et al. 2014). 70 Tannase production can be achieved from microbial, animal and vegetal sources, 71 but microorganisms are commonly used for its commercial production. Microorganisms 72 are the main source of industrial enzymes due to their biochemical diversity and their 73 amenability to genetic modifications. To date, commercially available tannases are mainly 74 produced by the fermentation of fungi, especially the Aspergillus species, from which only 75 crude enzymes are readily produced (Aguilar et al. 2007). Recombinant expression 76 appears to be an appealing alternative to produce pure enzymes, however, the attempt to 77 clone fungal tannase genes has proven difficult and inefficient, probably due to the 78 complexity of fungal enzymes (Aguilar et al. 2007, Hatamoto et al. 1996, Zhong et al. 79 2004). Therefore, bacterial tannases might constitute an adequate alternative to fungal 80 enzymes. Research on bacterial tannases has been primarily focused on the screening of 81 new tannase-producing bacterial strains with the desired properties. The selected tannase-82 producer strains are often employed either directly or using their crude cellular extracts, 83 without enzyme isolation. Surprisingly, little knowledge is...