Cited by 16Microbial Metabolic Engineering and BioproductionBacterial Genetics and BiotechnologyGene Regulatory Network Analysis

Integrative characterization of the near‐minimal bacterium Mesoplasma florum

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Matteau, Dominick, Lachance, Jean‐Christophe, Grenier, Frédéric, Gauthier, Samuel, Daubenspeck, James M, Dybvig, Kevin, Garneau, Daniel, Knight, Thomas F +2 more·2020·Molecular Systems Biology

Abstract

The near‐minimal bacterium Mesoplasma florum is an interesting model for synthetic genomics and systems biology due to its small genome (~ 800 kb), fast growth rate, and lack of pathogenic potential. However, fundamental aspects of its biology remain largely unexplored. Here, we report a broad yet remarkably detailed characterization of M. florum by combining a wide variety of experimental approaches. We investigated several physical and physiological parameters of this bacterium, including cell size, growth kinetics, and biomass composition of the cell. We also performed the first genome‐wide analysis of its transcriptome and proteome, notably revealing a conserved promoter motif, the organization of transcription units, and the transcription and protein expression levels of all protein‐coding sequences. We converted gene transcription and expression levels into absolute molecular abundances using biomass quantification results, generating an unprecedented view of the M. florum cellular composition and functions. These characterization efforts provide a strong experimental foundation for the development of a genome‐scale model for M. florum and will guide future genome engineering endeavors in this simple organism.

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Crossref · 10.15252/msb.20209844

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  • The discrepancy in spherical cell size is consistent with observations for similar organisms, where cell sizes can vary by hundreds of nanometers depending on the imaging method and sample preparation.

    “but this discrepancy is consistent with observations for similar organisms, where cell sizes can vary by hundreds of nanometers depending on the imaging method and sample preparation.35”
  • Gene /0412 is a putative secDF protein export enhancing membrane component.

    “we have further support to annotate /0412 as a putative secDF protein export enhancing membrane component.”

    From Toward the Complete Functional Characterization of a Minimal Bacterial Proteome (2022) · cites this paper as [34]

    The Results section on protein expression describes M. florum gene annotations generally, but does not identify /0412 as SecDF or assign it a protein-export function. Searches for “secDF,” “mfl412,” and protein-export membrane components found no passage addressing that annotation in our copy; page numbers were not available. (LLM, conf=0.76)

    Experimental — accuracy not yet measured
  • Each of the SecD and SecF regions contains conserved sequence motifs observed across a variety of organisms.

    “Each of these two regions contains conserved sequence motifs that have been observed for both SecD and SecF across a variety of organisms,81 that previously supported the putative assignment of the analogous gene in M. florum L1 as secDF-like.34”

    From Toward the Complete Functional Characterization of a Minimal Bacterial Proteome (2022) · cites this paper as [34]

    The Results section on genome-wide identification of promoters discusses conserved promoter motifs, not sequence motifs in SecD or SecF. Searches of our copy for SecD, SecF, secDF-like, and the putative M. florum gene assignment found no passage addressing either point. In the citing sentence, the motif claim is attached to citation 81, while this source is cited for the gene assignment. (LLM, conf=0.76)

    Experimental — accuracy not yet measured
  • Gene /0412 is secDF, a protein translocase subunit involved in cell membrane.

    “secDF/0412 | cell membrane | protein translocase subunit”

    From Toward the Complete Functional Characterization of a Minimal Bacterial Proteome (2022) · cites this paper as [34]

    The Results section’s overview of expressed cellular functions lists a membrane-transport category and a secretion-system category, but does not identify secDF or gene /0412. Searches for “secDF,” “0412,” and “protein translocase” found no passage in our copy establishing the claimed gene identity, function, or membrane association. (LLM, conf=0.72)

    Experimental — accuracy not yet measured

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References 168 · Cited by 16

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  1. Agarwal KL, Büchi H, Caruthers MH, Gupta NK, Khorana HG, Klbppe K, Kumar A, Ohtsuka E, RajBhandary UL, van de Sande JH et al (1970) Total synthesis of the structural gene for an alanine transfer ribonucleic acid from yeast. Nature 227: 27– 34 5422620
  2. Alper H, Cirino P, Nevoigt E, Sriram G (2010) Applications of synthetic biology in microbial biotechnology. J Biomed Biotechnol 2010: 1– 2 PMC3061219 21437213
  3. Baby V, Matteau D, Knight TF, Rodrigue S (2013) Complete genome sequence of the Mesoplasma florum W37 strain. Genome Annoucements 1: e00879–13 PMC3869320 24285658
  4. Baby V, Labroussaa F, Brodeur J, Matteau D, Gourgues G, Lartigue C, Rodrigue S (2017) Cloning and transplantation of the Mesoplasma florum genome. ACS Synth Biol 7: 209– 217 28893065
  5. Baby V, Lachance J‐C, Gagnon J, Lucier J‐F, Matteau D, Knight TF, Rodrigue S (2018) Inferring the minimal genome of Mesoplasma florum by comparative genomics and transposon mutagenesis. mSystems 3: e00198–17 29657968 PMC5893858
  6. Bailey TL, Elkan C (1994) Fitting a mixture model by expectation maximization to discover motifs in biopolymers. Proc Int Conf Intell Syst Mol Biol 2: 28– 36 7584402
  7. Bailey TL, Gribskov M (1998) Combining evidence using p‐values: application to sequence homology searches. Bioinformatics 14: 48– 54 9520501
  8. Bakken LR, Olsen RA (1983) Buoyant densities and dry‐matter contents of microorganisms: conversion of a measured biovolume into biomass. Appl Environ Microbiol 45: 1188– 1195 16346263 PMC242437
  9. Barsnes H, Vaudel M (2018) SearchGUI: a highly adaptable common interface for proteomics search and de novo engines. J Proteome Res 17: 2552– 2555 29774740
  10. Benders GA, Noskov VN, Denisova EA, Lartigue C, Gibson DG, Assad‐Garcia N, Chuang R‐Y, Carrera W, Moodie M, Algire MA et al (2010) Cloning whole bacterial genomes in yeast. Nucleic Acids Res 38: 2558– 2569 20211840 PMC2860123
  11. Bernstein JA, Khodursky AB, Lin PH, Lin‐Chao S, Cohen SN (2002) Global analysis of mRNA decay and abundance in Escherichia coli at single‐gene resolution using two‐color fluorescent DNA microarrays. Proc Natl Acad Sci USA 99: 9697– 9702 12119387 PMC124983
  12. Bertin C, Pau‐Roblot C, Courtois J, Manso‐Silván L, Thiaucourt F, Tardy F, Le Grand D, Poumarat F, Gaurivaud P (2013) Characterization of free exopolysaccharides secreted by Mycoplasma mycoides Subsp. mycoides. PLoS One 8: e68373 23869216 PMC3711806
  13. Bertin C, Pau‐Roblot C, Courtois J, Manso‐Silván L, Tardy F, Poumarat F, Citti C, Sirand‐Pugnet P, Gaurivaud P, Thiaucourt F (2015) Highly dynamic genomic loci drive the synthesis of two types of capsular or secreted polysaccharides within the Mycoplasma mycoides cluster. Appl Environ Microbiol 81: 676– 687 25398856 PMC4277593
  14. Bolger AM, Lohse M, Usadel B (2014) Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics 30: 2114– 2120 24695404 PMC4103590
  15. Bordbar A, Monk JM, King ZA, Palsson BO (2014) Constraint‐based models predict metabolic and associated cellular functions. Nat Rev Genet 15: 107– 120 24430943
  16. Borek E, Ponticorvo L, Rittenberg D (1958) Protein turnover in micro‐organisms. Proc Natl Acad Sci USA 44: 369– 374 16590208 PMC335432
  17. Boulos L, Prévost M, Barbeau B, Coallier J, Desjardins R (1999) LIVE/DEAD(®) BacLight(TM): application of a new rapid staining method for direct enumeration of viable and total bacteria in drinking water. J Microbiol Methods 37: 77– 86 10395466
  18. Bratbak G, Dundas I (1984) Bacterial dry matter content and biomass estimations. Appl Environ Microbiol 48: 755– 757 6508285 PMC241608
  19. Bratbak G (1985) Biovolume and biomass estimations. Microbiology 49: 1488– 1493 PMC241752 16346817
  20. Brown DR, Whitcomb RF, Bradbury JM (2007) Revised minimal standards for description of new species of the class Mollicutes (division Tenericutes). Int J Syst Evol Microbiol 57: 2703– 2719 17978244 PMC2220054
  21. Brown DR, Bradbury JM (2014) Contentious taxonomy of mollicutes In Mollicutes: molecular biology and pathogenesis, Browning GF, Citti C (eds), pp 1– 14. Toulouse Cedex: Caister Academic Press
  22. Bryan AK, Hecht VC, Shen W, Payer K, Grover WH, Manalis SR (2014) Measuring single cell mass, volume, and density with dual suspended microchannel resonators. Lab Chip 14: 569– 576 24296901 PMC3895367
  23. Cambray G, Mutalik VK, Arkin AP (2011) Toward rational design of bacterial genomes. Curr Opin Microbiol 14: 624– 630 21865081
  24. Carraro N, Matteau D, Luo P, Burrus V, Rodrigue S (2014) The master activator of IncA/C conjugative plasmids stimulates genomic islands and multidrug resistance dissemination. PLoS Genet 10: e1004714 25340549 PMC4207636
  25. Caspi R, Altman T, Billington R, Dreher K, Foerster H, Fulcher CA, Holland TA, Keseler IM, Kothari A, Kubo A et al (2014) The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of Pathway/Genome Databases. Nucleic Acids Res 42: D459– D471 24225315 PMC3964957
  26. Caspi R, Billington R, Ferrer L, Foerster H, Fulcher CA, Keseler IM, Kothari A, Krummenacker M, Latendresse M, Mueller LA et al (2016) The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of pathway/genome databases. Nucleic Acids Res 44: D471– D480 26527732 PMC4702838
  27. Chalkley O, Purcell O, Grierson C, Marucci L (2019) The genome design suite: enabling massive in‐silico experiments to design genomes. bioRxiv 10.1101/681270 [PREPRINT] · DOI
  28. Chao Y, Papenfort K, Reinhardt R, Sharma CM, Vogel J (2012) An atlas of Hfq‐bound transcripts reveals 3′ UTRs as a genomic reservoir of regulatory small RNAs. EMBO J 31: 4005– 4019 22922465 PMC3474919
  29. Coulombe C, Poitras C, Nordell‐Markovits A, Brunelle M, Lavoie M‐A, Robert F, Jacques P‐É (2014) VAP: a versatile aggregate profiler for efficient genome‐wide data representation and discovery. Nucleic Acids Res 42: W485– W493 24753414 PMC4086060
  30. D’Heygère F, Rabhi M, Boudvillain M (2013) Phyletic distribution and conservation of the bacterial transcription termination factor rho. Microbiology 159: 1423– 1436 23704790
  31. Dai X, Zhu M (2018) High osmolarity modulates bacterial cell size through reducing initiation volume in Escherichia coli. mSphere 3: e00430–18 30355666 PMC6200984
  32. Daubenspeck JM, Jordan DS, Dybvig K (2014) The glycocalyx of mollicutes, In Mollicutes: molecular biology and pathogenesis, Browning G, Citti C (eds), pp 131– 147. Norfolk: Caister Academic Press
  33. Daubenspeck JM, Liu R, Dybvig K (2016) Rhamnose links moonlighting proteins to membrane phospholipid in mycoplasmas. PLoS One 11: 1– 11 PMC5014317 27603308
  34. Dornenburg JJE, DeVita AMA, Palumbo MMJ, Wade JJT (2010) Widespread antisense transcription in Escherichia coli. MBio 1: 1– 4 PMC2912661 20689751
  35. Durot M, Bourguignon PY, Schachter V (2009) Genome‐scale models of bacterial metabolism: Reconstruction and applications. FEMS Microbiol Rev 33: 164– 190 19067749 PMC2704943
  36. Dybvig K, Voelker LL (1996) Molecular biology of mycoplasmas. Annu Rev Microbiol 50: 25– 57 8905075
  37. Feist AM, Henry CS, Reed JL, Krummenacker M, Joyce AR, Karp PD, Broadbelt LJ, Hatzimanikatis V, Palsson B (2007) A genome‐scale metabolic reconstruction for Escherichia coli K‐12 MG1655 that accounts for 1260 ORFs and thermodynamic information. Mol Syst Biol 3: 1– 18 PMC1911197 17593909
  38. Feist AM, Palsson BO (2010) The biomass objective function. Curr Opin Microbiol 13: 344– 349 20430689 PMC2912156
  39. Fischer H, Polikarpov I, Craievich AF (2009) Average protein density is a molecular‐weight‐dependent function. Protein Sci 13: 2825– 2828 PMC2286542 15388866
  40. Fisunov GY, Garanina IA, Evsyutina DV, Semashko TA, Nikitina AS, Govorun VM (2016) Reconstruction of transcription control networks in mollicutes by high‐throughput identification of promoters. Front Microbiol 7: 1– 15 27999573 PMC5138195
  41. Fouquet C, Gilles JF, Heck N, Dos SM, Schwartzmann R, Cannaya V, Morel MP, Davidson RS, Trembleau A, Bolte S (2015) Improving axial resolution in confocal microscopy with new high refractive index mounting media. PLoS One 10: 1– 17 PMC4379090 25822785
  42. Fredens J, Wang K, de la Torre D, Funke LFH, Robertson WE, Christova Y, Chia T, Schmied WH, Dunkelmann DL, Beránek V et al (2019) Total synthesis of Escherichia coli with a recoded genome. Nature 569: 514– 518 31092918 PMC7039709
  43. Funaro CF, Kronauer DJC, Moreau CS, Goldman‐Huertas B, Pierce NE, Russell JA (2011) Army ants harbor a host‐specific clade of Entomoplasmatales bacteria. Appl Environ Microbiol 77: 346– 350 21075876 PMC3019723
  44. Gaurivaud P, Lakhdar L, Le Grand D, Poumarat F, Tardy F (2014) Comparison of in vivo and in vitro properties of capsulated and noncapsulated variants of Mycoplasma mycoides subsp. Mycoides strain Afadé: a potential new insight into the biology of contagious bovine pleuropneumonia. FEMS Microbiol Lett 359: 42– 49 25123820
  45. Gibson D, Benders G (2008) Complete chemical synthesis, assembly, and cloning of a Mycoplasma genitalium genome. Science 319: 1215– 1220 18218864
  46. Gibson DG, Benders GA, Axelrod KC, Zaveri J, Algire MA, Moodie M, Montague MG, Venter JC, Smith HO, Hutchison CA (2008) One‐step assembly in yeast of 25 overlapping DNA fragments to form a complete synthetic Mycoplasma genitalium genome. Proc Natl Acad Sci USA 105: 20404– 20409 19073939 PMC2600582
  47. Gibson DG, Glass JI, Lartigue C, Noskov VN, Chuang R‐Y, Algire MA, Benders GA, Montague MG, Ma L, Moodie MM et al (2010) Creation of a bacterial cell controlled by a chemically synthesized genome. Science 329: 52– 56 20488990
  48. Glass JI, Merryman C, Wise KS, Iii CAH, Smith HO (2017) Minimal cells – real and imagined. Cold Spring Harb Perspect Biol 1: 1– 12 PMC5710109 28348033
  49. Greenbaum D, Colangelo C, Williams K, Gerstein M (2003) Comparing protein abundance and mRNA expression levels on a genomic scale. Genome Biol 4: 117 12952525 PMC193646
  50. Gu C, Kim GB, Kim WJ, Kim HU, Lee SY (2019) Current status and applications of genome‐scale metabolic models. Genome Biol 20: 1– 18 31196170 PMC6567666
  51. Guiziou S, Sauveplane V, Chang HJ, Clerté C, Declerck N, Jules M, Bonnet J (2016) A part toolbox to tune genetic expression in Bacillus subtilis. Nucleic Acids Res 44: 7495– 7508 27402159 PMC5009755
  52. Gusarov I, Nudler E (1999) The mechanism of intrinsic transcription termination. Mol Cell 3: 495– 504 10230402
  53. Halbedel S, Hames C, Stülke J (2007) Regulation of carbon metabolism in the mollicutes and its relation to virulence. J Mol Microbiol Biotechnol 12: 147– 154 17183222
  54. Hambraeus G, Von Wachenfeldt C, Hederstedt L (2003) Genome‐wide survey of mRNA half‐lives in Bacillus subtilis identifies extremely stable mRNAs. Mol Genet Genomics 269: 706– 714 12884008
  55. Harris LK, Theriot JA (2016) Relative rates of surface and volume synthesis set bacterial cell size. Cell 165: 1479– 1492 27259152 PMC4933963
  56. Harris LK, Theriot JA (2018) Surface area to volume ratio: a natural variable for bacterial morphogenesis. Trends Microbiol 26: 815– 832 29843923 PMC6150810
  57. Haycocks JRJ, Grainger DC (2016) Unusually situated binding sites for bacterial transcription factors can have hidden functionality. PLoS One 11: 1– 11 PMC4892627 27258043
  58. Helmann JD (1995) Compilation and analysis of Bacillus Subtilis σA‐dependent promoter sequences: evidence for extended contact between RNA polymerse and upstream promoter DNA. Nucleic Acids Res 23: 2351– 2360 7630711 PMC307037
  59. de Hoon MJL, Makita Y, Nakai K, Miyano S (2005) Prediction of transcriptional terminators in Bacillus subtilis and related species. PLoS Comput Biol 1: e25 16110342 PMC1187862
  60. Hughes RA, Ellington AD (2017) Synthetic DNA synthesis and assembly: putting the synthetic in synthetic biology. Cold Spring Harb Perspect Biol 9: a023812 28049645 PMC5204324
  61. Jensen JS, Hansen HT, Lind K (1996) Isolation of Mycoplasma genitalium strains from the Male Urethra. J Clin Microbiol 34: 286– 291 8789002 PMC228784
  62. Jordan DS, Daubenspeck JM, Dybvig K (2013) Rhamnose biosynthesis in mycoplasmas requires precursor glycans larger than monosaccharide. Mol Microbiol 89: 918– 928 23826905 PMC3771393
  63. Jose BR, Gardner PP, Barquist L (2019) Transcriptional noise and exaptation as sources for bacterial sRNAs. Biochem Soc Trans 47: 527– 539 30837318
  64. Kalvari I, Argasinska J, Quinones‐Olvera N, Nawrocki EP, Rivas E, Eddy SR, Bateman A, Finn RD, Petrov AI (2018) Rfam 13.0: shifting to a genome‐centric resource for non‐coding RNA families. Nucleic Acids Res 46: D335– D342 29112718 PMC5753348
  65. Kanehisa M, Sato Y, Kawashima M, Furumichi M, Tanabe M (2016a) KEGG as a reference resource for gene and protein annotation. Nucleic Acids Res 44: D457– D462 26476454 PMC4702792
  66. Kanehisa M, Sato Y, Morishima K (2016b) BlastKOALA and GhostKOALA: KEGG tools for functional characterization of genome and metagenome sequences. J Mol Biol 428: 726– 731 26585406
  67. Kent WJ, Sugnet CW, Furey TS, Roskin KM, Pringle TH, Zahler AM, Haussler D (2002) The human genome browser at UCSC. Genome Res 12: 996– 1006 12045153 PMC186604
  68. Khalil AS, Collins JJ (2010) Synthetic biology: applications come of age. Nat Rev Genet 11: 367– 379 20395970 PMC2896386
  69. Kim JN, Roth A, Breaker RR (2007) Guanine riboswitch variants from Mesoplasma florum selectively recognize 2’‐deoxyguanosine. Proc Natl Acad Sci USA 104: 16092– 16097 17911257 PMC1999398
  70. Kim M, Rai N, Zorraquino V, Tagkopoulos I (2016) Multi‐omics integration accurately predicts cellular state in unexplored conditions for Escherichia coli. Nat Commun 7: 1– 12 PMC5059772 27713404
  71. King ZA, Lloyd CJ, Feist AM, Palsson BO (2015) Next‐generation genome‐scale models for metabolic engineering. Curr Opin Biotechnol 35: 23– 29 25575024
  72. Konai M, Clark EA, Camp M, Koeh AL, Whitcomb RF (1996) Temperature ranges, growth optima, and growth rates of Spiroplasma (Spiroplasmataceae, class Mollicutes) species. Curr Microbiol 32: 314– 319 8661676
  73. Kuchta K, Towpik J, Biernacka A, Kutner J, Kudlicki A, Ginalski K, Rowicka M (2018) Predicting proteome dynamics using gene expression data. Sci Rep 8: 1– 13 30217992 PMC6138643
  74. Kühner S, Van Noort V, Betts MJ, Leo‐Madas A, Batisse C, Rode M, Yamada T, Maier T, Bader S, Beltran‐Alvarez P et al (2009) Proteome organization in a genome‐reduced bacterium. Science 326: 1235– 1240 19965468
  75. Lachance J‐C, Rodrigue S, Palsson BO (2019a) Synthetic biology: minimal cells, maximal knowledge. Elife 8: 1– 4 PMC6414198 30860025
  76. Lachance JC, Lloyd CJ, Monk JM, Yang L, Sastry AV, Seif Y, Palsson BO, Rodrigue S, Feist AM, King ZA et al (2019b) BOFdat: generating biomass objective functions for genome‐scale metabolic models from experimental data. PLoS Comput Biol 15: e1006971 31009451 PMC6497307
  77. Lalanne JB, Taggart JC, Guo MS, Herzel L, Schieler A, Li GW (2018) Evolutionary convergence of pathway‐specific enzyme expression stoichiometry. Cell 173: 749– 761.e38 29606352 PMC5978003
  78. Langmead B, Salzberg SL (2012) Fast gapped‐read alignment with Bowtie 2. Nat Methods 9: 357– 359 22388286 PMC3322381
  79. Lawrence M, Huber W, Pagès H, Aboyoun P, Carlson M, Gentleman R, Morgan MT, Carey VJ (2013) Software for computing and annotating genomic ranges. PLoS Comput Biol 9: 1– 10 PMC3738458 23950696
  80. Li H, Handsaker B, Wysoker A, Fennell T, Ruan J, Homer N, Marth G, Abecasis G, Durbin R (2009) The Sequence Alignment/Map format and SAMtools. Bioinformatics 25: 2078– 2079 19505943 PMC2723002
  81. Liebermeister W, Noor E, Flamholz A, Davidi D, Bernhardt J, Milo R (2014) Visual account of protein investment in cellular functions. Proc Natl Acad Sci USA 111: 8488– 8493 24889604 PMC4060655
  82. Lloréns‐Rico V, Lluch‐Senar M, Serrano L (2015) Distinguishing between productive and abortive promoters using a random forest classifier in Mycoplasma pneumoniae. Nucleic Acids Res 43: 3442– 3453 25779052 PMC4402517
  83. Lloréns‐Rico V, Cano J, Kamminga T, Gil R, Latorre A, Chen W‐HH, Bork P, Glass JI, Serrano L, Lluch‐Senar M (2016) Bacterial antisense RNAs are mainly the product of transcriptional noise. Sci Adv 2: 1– 10 PMC4783119 26973873
  84. Lluch‐Senar M, Delgado J, Chen W, Lloréns‐Rico V, O’Reilly FJ, Wodke JA, Unal EB, Yus E, Martínez S, Nichols RJ et al (2015) Defining a minimal cell: essentiality of small ORF s and nc RNA s in a genome‐reduced bacterium. Mol Syst Biol 11: 780 25609650 PMC4332154
  85. Lorenz R, Bernhart SH, Höner zu Siederdissen C, Tafer H, Flamm C, Stadler PF, Hofacker IL (2011) ViennaRNA package 2.0. Algorithms Mol Biol 6: 122– 128 PMC3319429 22115189
  86. Lybecker M, Zimmermann B, Bilusic I, Tukhtubaeva N, Schroeder R (2014) The double‐stranded transcriptome of Escherichia coli. Proc Natl Acad Sci USA 111: 3134– 3139 24453212 PMC3939876
  87. Maier T, Güell M, Serrano L (2009) Correlation of mRNA and protein in complex biological samples. FEBS Lett 583: 3966– 3973 19850042
  88. Maier T, Schmidt A, Güell M, Kühner S, Gavin AC, Aebersold R, Serrano L (2011) Quantification of mRNA and protein and integration with protein turnover in a bacterium. Mol Syst Biol 7: 1– 12 PMC3159969 21772259
  89. Maniloff J (2002) Phylogeny and evolution In Molecular Biology and pathogenicity of Mycoplasmas, Razin S, Herrmann R (Eds.), pp 31– 43. New York, NY: Kluver Academic/Plenum Publishers
  90. Mathews DH, Sabina J, Zuker M, Turner DH (1999) Expanded sequence dependence of thermodynamic parameters improves prediction of RNA secondary structure.pdf. J Mol Biol 288: 911– 940 10329189
  91. Matteau D, Baby V, Pelletier S, Rodrigue S (2015) A small‐volume, low‐cost, and versatile continuous culture device. PLoS One 10: e0133384 26197065 PMC4510131
  92. Matteau D, Rodrigue S (2015) Precise identification of genome‐wide transcription start sites in bacteria by 5′‐Rapid Amplification of cDNA Ends (5′‐RACE), In DNA‐Protein Interactions SE – 9, Leblanc BP, Rodrigue S (eds.), pp 143– 159. New York, NY: Springer 26404148
  93. Matteau D, Pepin M, Baby V, Gauthier S, Arango Giraldo M, Knight TF, Rodrigue S (2017) Development of oriC‐based plasmids for Mesoplasma florum. Appl Environ Microbiol 83: 1– 16 PMC5359490 28115382
  94. Mazin PV, Fisunov GY, Gorbachev AY, Kapitskaya KY, Altukhov IA, Semashko TA, Alexeev DG, Govorun VM (2014) Transcriptome analysis reveals novel regulatory mechanisms in a genome‐reduced bacterium. Nucleic Acids Res 42: 13254– 13268 25361977 PMC4245973
  95. McCoy RE, Basham HG, Tully JG, Rose DL (1980) Isolation of a new acholeplasma from flowers in Florida In Third Conference of the International Organization for Mycoplasmology
  96. Miravet‐Verde S, Ferrar T, Espadas‐García G, Mazzolini R, Gharrab A, Sabido E, Serrano L, Lluch‐Senar M (2019) Unraveling the hidden universe of small proteins in bacterial genomes. Mol Syst Biol 15: 1– 17 PMC6385055 30796087
  97. Mitchell LA, Ellis T (2017) Synthetic genome engineering gets infectious. Proc Natl Acad Sci USA 114: 11006– 11008 29073011 PMC5651789
  98. Moll I, Grill S, Gualerzi CO, Bläsi U (2002) Leaderless mRNAs in bacteria: surprises in ribosomal recruitment and translational control. Mol Microbiol 43: 239– 246 11849551
  99. Montague MG, Lartigue C, Vashee S (2012) Synthetic genomics: potential and limitations. Curr Opin Biotechnol 23: 659– 665 22342755
  100. Morowitz HJ (1984) The completeness of molecular biology. Isr J Med Sci 20: 750– 753 6511349
  101. Mouilleron H, Delcourt V, Roucou X (2016) Death of a dogma: eukaryotic mRNAs can code for more than one protein. Nucleic Acids Res 44: 14– 23 26578573 PMC4705651
  102. Mushegian A, Koonin E (1996) A minimal gene set for cellular life derived by comparison of complete bacterial genomes. Proc Natl Acad Sci USA 93: 10268– 10273 8816789 PMC38373
  103. Mutalik VK, Guimaraes JC, Cambray G, Lam C, Christoffersen MJ, Mai Q‐A, Tran AB, Paull M, Keasling JD, Arkin AP et al (2013) Precise and reliable gene expression via standard transcription and translation initiation elements. Nat Methods 10: 354– 360 23474465
  104. Nakagawa S, Niimura Y, Gojobori T (2017) Comparative genomic analysis of translation initiation mechanisms for genes lacking the Shine‐Dalgarno sequence in prokaryotes. Nucleic Acids Res 45: 3922– 3931 28334743 PMC5397173
  105. Navas‐Castillo J, Laigret F, Tully J, Bové JM (1992) Mollicute Acholeplasma florum possesses a gene of phosphoenolpyruvate sugar phosphotransferase system and it uses UGA as tryptophan codon. C R Acad Sci III 315: 43– 48 1422919
  106. Nicolas P, Mäder U, Dervyn E, Rochat T, Leduc A, Pigeonneau N, Bidnenko E, Marchadier E, Hoebeke M, Aymerich S et al (2012) Condition‐dependent transcriptome reveals high‐level regulatory architecture in Bacillus subtilis. Science 335: 1103– 1106 22383849
  107. Norsigian CJ, Pusarla N, McConn JL, Yurkovich JT, Dräger A, Palsson BO, King Z (2020) BiGG Models 2020: multi‐strain genome‐scale models and expansion across the phylogenetic tree. Nucleic Acids Res 48: D402– D406 31696234 PMC7145653
  108. O’Brien EJ, Monk JM, Palsson BO (2015) Using genome‐scale models to predict biological capabilities. Cell 161: 971– 987 26000478 PMC4451052
  109. O’Brien EJ, Palsson BO (2015) Computing the functional proteome: recent progress and future prospects for genome‐scale models. Curr Opin Biotechnol 34: 125– 134 25576845 PMC4495013
  110. Oberhardt MA, Palsson B, Papin JA (2009) Applications of genome‐scale metabolic reconstructions. Mol Syst Biol 5: 1– 15 PMC2795471 19888215
  111. Ojkic N, Serbanescu D, Banerjee S (2019) Surface‐to‐volume scaling and aspect ratio preservation in rod‐shaped bacteria. Elife 8: 1– 11 PMC6742476 31456563
  112. Perocchi F, Xu Z, Clauder‐Münster S, Steinmetz LM (2007) Antisense artifacts in transcriptome microarray experiments are resolved by actinomycin D. Nucleic Acids Res 35: e128 17897965 PMC2095812
  113. Peterson BM, Mermelstein PG, Meisel RL (2015) Impact of immersion oils and mounting media on the confocal imaging of dendritic spines. J Neurosci Methods 242: 106– 111 25601477 PMC4331229
  114. Pettersson B, Johansson K‐E (2002) Taxonomy of mollicutes, In Molecular biology and pathogenicity of mycoplasmas, Razin S, Herrmann R (eds.), pp 1– 30. New York, NY: Springer
  115. Pollack JD, Williams MV, McElhaney RN (1997) The comparative metabolism of the mollicutes (Mycoplasmas): the utility for taxonomic classification and the relationship of putative gene annotation and phylogeny to enzymatic function in the smallest free‐living cells. Crit Rev Microbiol 23: 269– 354 9439886
  116. Poulin‐Laprade D, Matteau D, Jacques P‐É, Rodrigue S, Burrus V (2015) Transfer activation of SXT/R391 integrative and conjugative elements: unraveling the SetCD regulon. Nucleic Acids Res 43: 2045– 2056 25662215 PMC4344509
  117. Quinlan AR, Hall IM (2010) BEDTools: a flexible suite of utilities for comparing genomic features. Bioinformatics 26: 841– 842 20110278 PMC2832824
  118. Rahman MH, Ahmad MR, Takeuchi M, Nakajima M, Hasegawa Y, Fukuda T (2015) Single cell mass measurement using drag force inside lab‐on‐chip microfluidics system. IEEE Trans Nanobiosci 14: 927– 934 26761952
  119. Ravikumar V, Nalpas NC, Anselm V, Krug K, Lenuzzi M, Šestak MS, Domazet‐Lošo T, Mijakovic I, Macek B (2018) In‐depth analysis of Bacillus subtilis proteome identifies new ORFs and traces the evolutionary history of modified proteins. Sci Rep 8: 17246 30467398 PMC6250715
  120. Razin S, Argaman M, Avigan J (1963) Chemical composition of mycoplasma cells and membranes. J Gen Microbiol 33: 477– 487 14118039
  121. Rees‐Garbutt J, Chalkley O, Landon S, Purcell O, Marucci L, Grierson C (2020) Designing minimal genomes using whole‐cell models. Nat Commun 11: 1– 12 32047145 PMC7012841
  122. Revelo NH, Kamin D, Truckenbrodt S, Wong AB, Reuter‐Jessen K, Reisinger E, Moser T, Rizzoli SO (2014) A new probe for super‐resolution imaging of membranes elucidates trafficking pathways. J Cell Biol 205: 591– 606 24862576 PMC4033769
  123. Richardson SM, Mitchell LA, Stracquadanio G, Yang K, Dymond JS, DiCarlo JE, Lee D, Huang CLV, Chandrasegaran S, Cai Y et al (2017) Design of a synthetic yeast genome. Science 355: 1040– 1044 28280199
  124. Sabelnikov AG, Greenberg B, Lacks SA (1995) An extended‐10 promoter alone directs transcription of the DpnII operon of Streptococcus pneumoniae. J Mol Biol 250: 144– 155 7541838
  125. Sapountzis P, Zhukova M, Shik JZ, Schiott M, Boomsma JJ (2018) Reconstructing the functions of endosymbiotic mollicutes in fungus‐growing ants. Elife 7: 1– 31 PMC6245734 30454555
  126. Schindelin J, Arganda‐Carreras I, Frise E, Kaynig V, Longair M, Pietzsch T, Preibisch S, Rueden C, Saalfeld S, Schmid B et al (2012) Fiji: an open‐source platform for biological‐image analysis. Nat Methods 9: 676– 682 22743772 PMC3855844
  127. Schindler D, Dai J, Cai Y (2018) Synthetic genomics: a new venture to dissect genome fundamentals and engineer new functions. Curr Opin Chem Biol 46: 56– 62 29751161 PMC6351456
  128. Shultzaberger RK, Chen Z, Lewis KA, Schneider TD (2007) Anatomy of Escherichia coli σ70 promoters. Nucleic Acids Res 35: 771– 788 17189297 PMC1807945
  129. Sirand‐Pugnet P, Citti C, Barré A, Blanchard A (2007) Evolution of mollicutes: down a bumpy road with twists and turns. Res Microbiol 158: 754– 766 18023150
  130. Sleator RD (2010) The story of Mycoplasma mycoides JCVI‐syn1.0. Bioeng Bugs 1: 231– 232 21327053 PMC3026460
  131. van der Sloot A, Tyers M (2017) Synthetic genomics: rewriting the genome chromosome by chromosome. Mol Cell 66: 441– 443 28525738
  132. Stothard P (2000) The sequence manipulation suite: JavaScript programs for analyzing and formatting protein and DNA sequences. Biotechniques 28: 1102– 1104 10868275
  133. Tully J, Rose D, Whitcomb RF, Hackett KJ, Clark TB, Henegar RB, Clark E, Carle P, Bove JM (1987) Characterization of some new insect‐derived acholeplasmas. Isr J Med Sci 23: 699– 703 3667237
  134. Tully JG, Whitcomb RF, Hackett KJ, Rose DL, Henegar RB, Bové JM, Carle P, Williamson DL, Clark TB (1994) Taxonomic descriptions of eight new non‐sterol‐requiring Mollicutes assigned to the genus Mesoplasma. Int J Syst Bacteriol 44: 685– 693 7726910
  135. Vanderperre B, Lucier J‐F, Bissonnette C, Motard J, Tremblay G, Vanderperre S, Wisztorski M, Salzet M, Boisvert F‐M, Roucou X (2013) Direct detection of alternative open reading frames translation products in human significantly expands the proteome. PLoS One 8: e70698 23950983 PMC3741303
  136. Vaudel M, Burkhart JM, Zahedi RP, Oveland E, Berven FS, Sickmann A, Martens L, Barsnes H (2015) PeptideShaker enables reanalysis of MS‐derived proteomics data sets. Nat Biotechnol 33: 22– 24 25574629
  137. Volkmer B, Heinemann M (2011) Condition‐Dependent cell volume and concentration of Escherichia coli to facilitate data conversion for systems biology modeling. PLoS One 6: 1– 6 PMC3146540 21829590
  138. Voskuil MI, Chambliss GH (1998) The ‐16 region of Bacillus subtilis and other gram‐positive bacterial promoters. Nucleic Acids Res 26: 3584– 3590 9671823 PMC147726
  139. Wade JT, Grainger DC (2014) Pervasive transcription: illuminating the dark matter of bacterial transcriptomes. Nat Rev Microbiol 12: 647– 653 25069631
  140. Wade JT, Grainger DC (2018) Spurious transcription and its impact on cell function. Transcription 9: 182– 189 28980880 PMC5927700
  141. Wang L, Maranas CD (2018) MinGenome: an in silico top‐down approach for the synthesis of minimized genomes. ACS Synth Biol 7: 462– 473 29254336
  142. Weber SDS, Sant'Anna FH, Schrank IS (2012) Unveiling Mycoplasma hyopneumoniae promoters: sequence definition and genomic distribution. DNA Res 19: 103– 115 22334569 PMC3325076
  143. Weiner III J (2000) Transcription in Mycoplasma pneumoniae. Nucleic Acids Res 28: 4488– 4496 11071937 PMC113885
  144. Westermann AJ, Gorski SA, Vogel J (2012) Dual RNA‐seq of pathogen and host. Nat Rev Microbiol 10: 618– 630 22890146
  145. Yang M, Yang Y, Chen Z, Zhang J, Lin Y, Wang Y, Xiong Q, Li T, Ge F, Bryant DA et al (2014) Proteogenomic analysis and global discovery of posttranslational modifications in prokaryotes. Proc Natl Acad Sci USA 111: E5633– E5642 25512518 PMC4284577
  146. Yus E, Güell M, Vivancos AP, Chen WH, Lluch‐Senar M, Delgado J, Gavin AC, Bork P, Serrano L (2012) Transcription start site associated RNAs in bacteria. Mol Syst Biol 8: 1– 7 PMC3377991 22617959
  147. Zhang Y, Huang T, Jorgens DM, Nickerson A, Lin LJ, Pelz J, Gray JW, López CS, Nan X (2017) Quantitating morphological changes in biological samples during scanning electron microscopy sample preparation with correlative super‐resolution microscopy. PLoS One 12: 1– 15 PMC5451012 28562683
  148. Zhao Y, Lai HSS, Zhang G, Bin LG, Li WJ (2014) Rapid determination of cell mass and density using digitally controlled electric field in a microfluidic chip. Lab Chip 14: 4426– 4434 25254511
  149. Zheng X, Hu GQ, She ZS, Zhu H (2011) Leaderless genes in bacteria: clue to the evolution of translation initiation mechanisms in prokaryotes. BMC Genom 12: 361 PMC3160421 21749696
  150. Zuker M (2003) Mfold web server for nucleic acid folding and hybridization prediction. Nucleic Acids Res 31: 3406– 3415 12824337 PMC169194

Authors
Matteau, D., Lachance, J., Grenier, F., Gauthier, S., Daubenspeck, J. M., Dybvig, K., Garneau, D., Knight, T. F., Jacques, P., & Rodrigue, S.
Affiliations
  • Université de Sherbrooke (CA)
  • University of Alabama at Birmingham (US)
  • Ginkgo Bioworks, Inc. (United States) (US)
Corresponding author
Rodrigue, Sébastien
Venue
Molecular Systems Biology
Published
2020-12-01
Volume
16
Issue
12
Pages
e9844-e9844
ISSN
1744-4292 (ISSN-L)
OpenAlex
W3112226911
Cited by
16
References
168
Citations by year
2026: 2 · 2025: 3 · 2024: 3 · 2022: 3 · 2021: 4 · 2020: 1
FWCI
0.65
Type
journal article
Language
en
Open access
Locations
  • Molecular Systems Biology (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
  • Fonds de recherche du Québec – Nature et technologies (PR‐173580)
  • Gouvernement du Canada | Natural Sciences and Engineering Research Council of Canada (386393)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Microbial Metabolic Engineering and Bioproduction
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Bacterial Genetics and Biotechnology
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gene Regulatory Network Analysis
Keywords
Mesoplasma florum, synthetic genomics, genome-scale metabolic models, genome-wide transcriptome, promoter elements, gene expression levels, cell size, growth kinetics, genome editing
MeSH terms
Base Sequence, Kinetics, Nucleic Acids, Promoter Regions, Genetic, Ribosomes, Temperature, Transcription, Genetic, Gene Expression Regulation, Bacterial, Open Reading Frames, Genome, Bacterial, Biomass, Transcription Initiation Site, Intracellular Space, Entomoplasmataceae, Macromolecular Substances

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