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Tan A, Murugapiran S, Mikalauskas A, Koble J, Kennedy D, Hyde F, Ruotti V, Law E, Jensen J, Schroth GP, Macklaim JM, Kuersten S, LeFrançois B, Gohl DM. Rational probe design for efficient rRNA depletion and improved metatranscriptomic analysis of human microbiomes. BMC Microbiol 2023; 23:299. [PMID: 37864136 PMCID: PMC10588151 DOI: 10.1186/s12866-023-03037-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 10/03/2023] [Indexed: 10/22/2023] Open
Abstract
The microbiota that colonize the human gut and other tissues are dynamic, varying both in composition and functional state between individuals and over time. Gene expression measurements can provide insights into microbiome composition and function. However, efficient and unbiased removal of microbial ribosomal RNA (rRNA) presents a barrier to acquiring metatranscriptomic data. Here we describe a probe set that achieves efficient enzymatic rRNA removal of complex human-associated microbial communities. We demonstrate that the custom probe set can be further refined through an iterative design process to efficiently deplete rRNA from a range of human microbiome samples. Using synthetic nucleic acid spike-ins, we show that the rRNA depletion process does not introduce substantial quantitative error in gene expression profiles. Successful rRNA depletion allows for efficient characterization of taxonomic and functional profiles, including during the development of the human gut microbiome. The pan-human microbiome enzymatic rRNA depletion probes described here provide a powerful tool for studying the transcriptional dynamics and function of the human microbiome.
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Affiliation(s)
- Asako Tan
- Illumina, Inc, Madison, WI, 53719, USA
| | | | | | - Jeff Koble
- Illumina, Inc, San Diego, CA, 92122, USA
| | | | - Fred Hyde
- Illumina, Inc, Madison, WI, 53719, USA
| | | | - Emily Law
- Diversigen, Inc, New Brighton, MN, 55112, USA
| | | | | | | | | | | | - Daryl M Gohl
- Diversigen, Inc, New Brighton, MN, 55112, USA.
- University of Minnesota Genomics Center, Minneapolis, MN, 55455, USA.
- Department of Genetics, Cell Biology, and Development, University of Minnesota, Minneapolis, MN, 55455, USA.
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Firshein W, Meyer B, Epner E, Viggiani J. Role of polyadenylic acid in a deoxyribonucleic acid-membrane fraction extracted from pneumococci. J Bacteriol 1976; 127:14-23. [PMID: 6428 PMCID: PMC233027 DOI: 10.1128/jb.127.1.14-23.1976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
After the addition of radioactive polyadenylic acid to cell suspensions of pneumocci, part of the radioactivity becomes associated with a deoxyribonucleic acid (DNA)-membrane fraction extracted from the cells. A variety of techniques show that a portion of this associated radioactivity may represent oligoadenylates complexed to DNA, probaby as part of a ribonucleic acid (RNA) component. Polyadenylic acid, which had previously been shown to enhance DNA synthesis in cell suspensions (Firshein and Benson, 1968), also enhances the extent of DNA synthesis by the DNA-membrane fraction in vitro under specific conditions of concentration and conformation. The mechanism of action of this enhancement may be related to the ability of oligoadenylates to increase the number of initiation sites for DNA replication by stimulating the production of an RNA primer, thus providing additional 3'-OH groups with which DNA polymerase can react.
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11
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Blakesley RW, Boezi JA. A kinetic and structural characterization of adenosine-5'-triphosphate: ribonucleic acid adenylyltransferase from Pseudomonas putida. BIOCHIMICA ET BIOPHYSICA ACTA 1975; 414:133-45. [PMID: 1191706 DOI: 10.1016/0005-2787(75)90216-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
A catalytic and structural study of ATP:RNA adenylyltransferase (EC 2.7.7.19) from the particulate fraction of Pseudomonas putida was made. During the large-scale purification of this enzyme, designated adenylyltransferase B, a previously undetected ATP-incorporating activity, designated adenylyltransferase A, was observed. Adenylyltransferases A and B were indistinguishable catalytically; however, they differed in their chromatographic and sedimentation properties. Adenylyltransferases A and B were resolved by phosphocellulose, by poly (U)-Sepharose and by Bio-Gel P-100 chromatographies. Adenylytransferase A was determined to have a sedimentation coefficient (S020,w) of 9.3 S and B of 4.3 S. The molecular weight of adenylyltransferase A was estimated to be 185000 and that of adenylyltransferase B to be 50000-60000. Apparently, adenylyltransferase A was generated from adenylyltransferase B during the purification. The AMP incorporation catalyzed by adenylyltransferases A and B was inhibited by two derivatives of the antibiotic rifamycin, AF/013 (50% at 5 mug/ml) and AF/DNFI (50% at 10 mug/ml). The 5'-triphosphate derivative (3'-dATP) of the drug cordycepin (3'-deoxyadenosine/ was a competitive inhibitor with ATP for both adenylyltransferases. The Ki for 3'-deoxyadenosine 5'-triphosphate was 6 - 10(-4)--10 - 10(-4) M, while the Km for ATP was 1 - 10(-4)--2 - 10(-4) M. Several other anaolgs of ATP, 2'-deoxyadenosine 5' triphosphate, 2'-O-methyl ATP, or the fluorescent 3-beta-D-ribofuranosylimidazo [2,1-i] purien 5'-triphosphate did not affect the activity of adenylyltransferase A or B. Poly(U) and poly(dT) were competitive inhibitors of the ribosomal RNA-primed polymerization reaction. The Ki for poly(U) or poly(dT), in terms of nucleotide phosphate, was 4 - 10-6)--10 - 10(-6) M for adenylyltransferases A and B, compared to 2 - 10(-4)--4 - 10(-4) M for the Km of ribosomal RNA. The inhibition was a result of the competition between the non-priming poly(U), or poly(dT), and ribosomal RNA for the primer binding site on the enzyme.
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12
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Wunderli W, Hüttler R, Staehelin M, Wehrli W. Poly(A) synthesis in T2L phage-infected Escherichia coli. A combination of polynucleotide phosphorylase and ATPase. EUROPEAN JOURNAL OF BIOCHEMISTRY 1975; 58:87-94. [PMID: 126862 DOI: 10.1111/j.1432-1033.1975.tb02352.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
In crude extracts of T2L phage-infected Escherichia coli cells an enzyme activity was found that produced poly(A) from ATP as substrate. Purification of the extract led to the isolation of two enzymes, a polynucleotide phosphorylase and an ATPase. The polynucleotide phosphorylase possessed the same properties as the well-known enzyme from uninfected cells and its molecular weight was about 265 000. The ATPase was purified to over 90% purity; its molecular weight was estimated to be about 165 000 with three subunits of 55 000. The characterization of this enzyme showed that it was different from any ATPase known so far. Mg2+ cannot be replaced by Ca2+, as it can from the membrane-bound ATPases. The only product yielded by the enzyme was ADP; it was very specific for ATP, other ribonucleotide triphosphates being practically unaffected. The rate of ATP splitting was found to be very high, the turnover number being 2.51 X 10(4) min-1 at 37 degrees C. Even at 0 degree C the enzyme was still active. The optimal assay conditions for ATPase turned out to be very similar to those of polynucleotide phosphorylase. Thus the combination of the two enzymes very efficiently produced poly(A) from ATP. In this combination the polynucleotide phosphorylase was the rate-limiting enzyme, since its turnover number was about 40 times lower than that of the ATPase. The evaluation of a variety of properties of the poly(A)-synthesizing constituent found in the crude extracts led us to conclude that this activity arises from the combined action of ATPase and polynucleotide phosphorylase, and is not due to a poly(A) polymerase.
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Rose KM, Morris HP, Jacob ST. Mitochondrial poly(A) polymerase from a poorly differentiated hepatoma: purification and characteristics. Biochemistry 1975; 14:1025-32. [PMID: 235943 DOI: 10.1021/bi00676a022] [Citation(s) in RCA: 42] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Poly(A) polymerase (EC 2.7.7.19) solubilized from mitochondria of a poorly differentiated rat tumor, Morris hepatoma 3924A, was purified more than 1000-fold by successive column chromatography on phosphocellulose, DEAE-Sephadex, and hydroxylapatite. Purified enzyme catalyzed the incorporation of ATP into poly(A) only upon addition of an exogenous primer. Of several primers tested, synthetic poly(A) was the most effective. The enzyme utilized mitochondrial RNA as a primer at least five times as efficiently as nuclear RNA. The enzyme required Mn2+, and had a pH optimum of 7.8-8.2. The enzyme utilized ATP exclusively as a substrate; the calculated K-m for ATP was 28 muM. The polymerization reaction was not inhibited by RNase, ethidium bromide, distamycin, or alpha-amanitin. The reaction was sensitive to O-n-octyloxime of 3-formylrifamycin SV (AF/013). As estimated from glycerol gradient centrifugation and acrylamide gel electrophoresis in the presence of sodium dodecyl sulfate, the molecular weight of the enzyme was 60,000. The product was covalently linked to the polynucleotide primer and the average length of the poly(A) formed was 600 nucleotides.
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14
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Müller WE, Totsuka A, Kroll M, Nusser I, Zahn RK. Poly(A) polymerase in quail oviduct. Changes during estrogen induction. BIOCHIMICA ET BIOPHYSICA ACTA 1975; 383:147-59. [PMID: 1168081 DOI: 10.1016/0005-2787(75)90256-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
A nuclear poly(A) polymerase has been isolated from oviducts of immature quails. It could be purified 4300-fold. The enzyme depends specifically on ATP as substrate and requires Mg2+. The most effective primer for the enzyme is a polynucleotide, isolated from oviduct tissue. A poly(A) sequence to a maximum of 60 AMP residues is covalently linked per primer molecule. The poly(A)-rich product of the enzymatic reaction can be annealed to oligo(dT)-cellulose. The purest fraction does not contain any detectable poly(A)-degrading enzyme activity. Only very low activities of RNA polymerase are present. The poly(A polymerase activity in the assay with ATP is reduced by the ATP analogue, beta, lambda-ATP-methylene-diphosphonate. Both K-m and V are lowered. The ATP analogue is incorporated to a smaller extent into the poly(A) sequence, synthesized by the enzyme. Several other analogues of adenine, adenine nucleosides and adenine nucleotides are without effect on the enzymatic reaction. By these properties poly(A) polymerase can be distinguished from RNA polymerases form I and form II, isolated from the same tissue. Actinomycin D and alpha-amanitin failed to inhibit poly(A) polymerase activity. The activity of poly(A) polymerase has been determined during primary stimulation with the estrogen analogue diethylstilbestrol (daily injection for 5 days), after withdrawal of the hormone for 17 days and after secondary stimulation with the hormone analogue. The enzyme activity does not change during primary stimulation, withdrawal of the hormone or secondary stimulation. However the activity of a poly(A) degrading enzyme, localized in the nucleus, is reduced in oviducts from hormone-treated quails.
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