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Page 8 of 14                 Kreuze et al. Microbiome Res Rep 2025;4:7    https://dx.doi.org/10.20517/mrr.2024.51

               Antitoxin (T-A), and clustered regularly interspaced short palindromic repeats (CRISPR) systems, for
               example, are also encoded in conjugative elements suggesting that to inhibit phage replication [33,98-102] .
               Plasmids can also exclude other related plasmids based on incompatibility (inc) types [47,103] . Although inc
               types are not traditionally thought of as a form of MGE defense, plasmid populations can be driven into
               extinction due to incompatibility [104,105] . It is, therefore, plausible that P-Ps have the greatest genetic potential
               in MGE defense since they can both exclude plasmids of the same inc type and also potentially protect
               bacteria against phages [106,107] .


               CURRENT CHALLENGES AND SOLUTIONS
               While accumulating evidence suggests that MGEs can have a profound influence on the bacterial
               colonization of the infant gut, deciphering the roles and significance of different MGEs is challenging due to
               the inherent genomic characteristics of MGEs. First, the genome mosaicism and large amount of unknown
               open reading frames make MGEs and their functions difficult to quantify and characterize in metagenomic
               creation of synthetic model bacterial communities
               datasets. In particular, robust methodologies to identify and characterize novel P-Ps are urgently needed.
               Second, it is technically difficult to ascertain a host for an MGE in metagenomic datasets if the MGE is
               integrated into multiple sites or exists extrachromosomally, which is required for tracking its vertical and
               horizontal transmission between bacterial taxa.


               While finding such signals in metagenomic datasets is challenging, promising sequencing and bioinformatic
               approaches are emerging. First, long-read sequencing technologies, such as PacBio and Oxford Nanopore
               Technologies (ONT), provide reads long enough to cover both an MGE and an associated bacterial genome.
               Additionally, ONT can provide an adaptive sequencing option that could be leveraged to selectively deplete
                                                                   [108]
               non-MGE DNA or amplify MGEs that are at low abundance . Using state-of-the-art bioinformatic tools
               combining machine learning and homology-based approaches, such as PlasX, VirSorter, VirFinder, and
               geNomad, to identify MGEs can also be used [18,109-111] .


               While these technologies enable the identification of several groups of MGEs, establishing the physical
               association of extrachromosomal MGEs with their hosts remains challenging. A technique called Hi-C,
               which involves fixing and cross-linking DNA molecules with proximity (both chromosomal and
               extrachromosomal DNA) followed by sequencing, could be used to resolve this. Moreover, microfluidics
               and single-cell sequencing have been used to successfully link extracellular elements, such as phages
               undergoing lytic infection and plasmids, to their hosts [112-114] .


               Unfortunately, the abovementioned techniques do not provide direct evidence for the identification of P-Ps.
               For example, Carjivirus communis phage was only recently confirmed to be a P-P through rigorous
               experimentation . Thus, culturing remains a highly relevant technique for identifying and characterizing
                             [63]
               MGEs, as isolating gut bacteria, phages, and other MGEs enables direct experiments in lab cultures and the
                                                          [115,116] , which could be used to unravel the ecological and
               evolutionary roles of MGEs in model infant gut microbiomes. Finally, organoid and in vivo animal models
               with humanized gut microbiomes could provide opportunities to incorporate host cells and immune
                                                        [117]
               systems with controlled community experiments .

               While this perspective focused only on a subset of MGEs, further work should also consider other smaller
               MGEs, such as “hitchers”, which are genetic elements that require other MGEs to transfer horizontally
               between bacterial hosts . For example, phage satellites can lower the amount of phage particles that their
                                   [118]
               helper phage produces upon lytic infection and can encode a wide array of phage defense genes [119-121] . To
               fully understand the impact of MGEs in the infant gut, we must consider the whole mobilome, including
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