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Raz O, Biezuner T, Spiro A, Amir S, Milo L, Titelman A, Onn A, Chapal-Ilani N, Tao L, Marx T, Feige U, Shapiro E. Short tandem repeat stutter model inferred from direct measurement of in vitro stutter noise. Nucleic Acids Res 2019; 47:2436-2445. [PMID: 30698816 PMCID: PMC6412005 DOI: 10.1093/nar/gky1318] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2018] [Revised: 12/19/2018] [Accepted: 01/02/2019] [Indexed: 11/14/2022] Open
Abstract
Short tandem repeats (STRs) are polymorphic genomic loci valuable for various applications such as research, diagnostics and forensics. However, their polymorphic nature also introduces noise during in vitro amplification, making them difficult to analyze. Although it is possible to overcome stutter noise by using amplification-free library preparation, such protocols are presently incompatible with single cell analysis and with targeted-enrichment protocols. To address this challenge, we have designed a method for direct measurement of in vitro noise. Using a synthetic STR sequencing library, we have calibrated a Markov model for the prediction of stutter patterns at any amplification cycle. By employing this model, we have managed to genotype accurately cases of severe amplification bias, and biallelic STR signals, and validated our model for several high-fidelity PCR enzymes. Finally, we compared this model in the context of a naïve STR genotyping strategy against the state-of-the-art on a benchmark of single cells, demonstrating superior accuracy.
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Affiliation(s)
- Ofir Raz
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Tamir Biezuner
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Adam Spiro
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Shiran Amir
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Lilach Milo
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Alon Titelman
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Amos Onn
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Noa Chapal-Ilani
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Liming Tao
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Tzipy Marx
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Uriel Feige
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
| | - Ehud Shapiro
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Kayser M, Roewer L, Hedman M, Henke L, Henke J, Brauer S, Krüger C, Krawczak M, Nagy M, Dobosz T, Szibor R, de Knijff P, Stoneking M, Sajantila A. Characteristics and frequency of germline mutations at microsatellite loci from the human Y chromosome, as revealed by direct observation in father/son pairs. Am J Hum Genet 2000; 66:1580-8. [PMID: 10762544 PMCID: PMC1378017 DOI: 10.1086/302905] [Citation(s) in RCA: 250] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/1999] [Accepted: 02/23/2000] [Indexed: 11/03/2022] Open
Abstract
A number of applications of analysis of human Y-chromosome microsatellite loci to human evolution and forensic science require reliable estimates of the mutation rate and knowledge of the mutational mechanism. We therefore screened a total of 4,999 meioses from father/son pairs with confirmed paternity (probability >/=99. 9%) at 15 Y-chromosomal microsatellite loci and identified 14 mutations. The locus-specific mutation-rate estimates were 0-8. 58x10-3, and the average mutation rate estimates were 3.17x10-3 (95% confidence interval [CI] 1.89-4.94x10-3) across 8 tetranucleotide microsatellites and 2.80x10-3 (95% CI 1.72-4.27x10-3) across all 15 Y-chromosomal microsatellites studied. Our data show a mutational bias toward length increase, on the basis of observation of more repeat gains than losses (10:4). The data are in almost complete agreement with the stepwise-mutation model, with 13 single-repeat changes and 1 double-repeat change. Sequence analysis revealed that all mutations occurred in uninterrupted homogenous arrays of >/=11 repeats. We conclude that mutation rates and characteristics of human Y-chromosomal microsatellites are consistent with those of autosomal microsatellites. This indicates that the general mutational mechanism of microsatellites is independent of recombination.
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Affiliation(s)
- M Kayser
- Max-Planck-Institut für evolutionäre Anthropologie, D-04103 Leipzig, Germany.
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Winston V, Thompson TL. Isolation and characterization of a bacteriophage specific for Sphaerotilus natans which contain an unusual base in its deoxyribonucleic acid. Appl Environ Microbiol 1979; 37:1025-30. [PMID: 485135 PMCID: PMC243342 DOI: 10.1128/aem.37.5.1025-1030.1979] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
A bacteriophage was isolated specific for Sphaerotilus natans, an organism for which bacteriophages have not been previously described. This phage (designated SN1) was found to infect both the single-cell (S-type) and filamentous (R-type) forms of the host, although the sheath appeared to provide R-type cells with a degree of physical protection from infection. SN1 had a hexagonal head and a long flexible tail resembling most closely the phages in Bradley's group B. The nucleic acid was found to be deoxyribonucleic acid and contained an unusual base which substituted for 35% of the guanine. Deoxyribonucleic acid base composition was 56% cytosine plus guanine.
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Wells RD, Blakesley RW, Hardies SC, Horn GT, Larson JE, Selsing E, Burd JF, Chan HW, Dodgson JB, Jensen KF, Nes IF, Wartell RM. The role of DNA structure in genetic regulation. CRC CRITICAL REVIEWS IN BIOCHEMISTRY 1977; 4:305-40. [PMID: 319949 DOI: 10.3109/10409237709102561] [Citation(s) in RCA: 134] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Tamblyn TM, Wells RD. Comparative ability of RNA and DNA to prime DNA synthesis in vitro: role of sequence, sugar, and structure of template-primer. Biochemistry 1975; 14:1412-25. [PMID: 1092334 DOI: 10.1021/bi00678a011] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The priming efficiency of oligo(RNA) vs. oligo(DNA) in a homopolymer template-homooligomer primer system was compared using four DNA polymerases. The templates included (dT)n, (dA)n, (dC)n, and (dI)n. Primers were the oligomers of the complementary DNA OR RNA with chain lengths of 6 to 23. The DNA polymerases used were from Micrococcus luteus, avian myeloblastosis virus (AMV), and Escherichia coli (polymerase I and polymerase III). The polymerases demonstrated a preference for the DNA primers with (dC)n, (dA)n, and (dI)n templates. However, when (dT)n was the template, all but the AMV polymerase preferred (rA)11 more than 200-fold better than (dA)12. This preference was due to the physical structure of the initiation complex. The structures of the oligo-polymer complexes were characterized by mixing curves, melting curves, and analytical bouyant density analyses. (rA)11 + (dT)n formed predominatly a duplex structure, whereas (dA)12 + (dT)n formed the three- stranded structure, (dA12-2(dT)n. The Km of the duplex with E. coli Pol III was 2.9 mugM (rA)11. The Ki of the triplex was 2.2 mugM (dA)12, indicating that Pol III could bind to the triplex but would not elongate the (dA)12 primer. The influence of structure on priming also was demonstrated with longer oligomers, (dA)23 and (rA)23, where the (dA)23 formed more duplex-like structures and primed more than the (dA)12.(dT)10 + (dA)n complexes also were shown to form triplex structures that inhibited priming. These results show that template-primer structure has more influence on priming than the sugar moiety or the sequence of the nucleic acid.
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Wulff K. [Polydeoxynucleotides as DNA models]. THE SCIENCE OF NATURE - NATURWISSENSCHAFTEN 1974; 61:434-40. [PMID: 4138921 DOI: 10.1007/bf00597202] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Oertel W, Schaller H. On the mechanism of oligonucleotide-primed DNA synthesis. EUROPEAN JOURNAL OF BIOCHEMISTRY 1973; 35:106-13. [PMID: 4576574 DOI: 10.1111/j.1432-1033.1973.tb02815.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Lentfer D, Lezius AG. Mouse-myeloma RNA polymerase B. Template specificities and the role of a transcription-stimulating factor. EUROPEAN JOURNAL OF BIOCHEMISTRY 1972; 30:278-84. [PMID: 4663381 DOI: 10.1111/j.1432-1033.1972.tb02096.x] [Citation(s) in RCA: 46] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Buoyant Density Studies on Natural and Synthetic Deoxyribonucleic Acids in Neutral and Alkaline Solutions. J Biol Chem 1972. [DOI: 10.1016/s0021-9258(19)45154-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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Miller LK, Wells RD. Properties of the Exonucleolytic Activities of the Micrococcus luteus Deoxyribonucleic Acid Polymerase. J Biol Chem 1972. [DOI: 10.1016/s0021-9258(19)45263-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Jukes TH, Gatlin L. Recent studies concerning the coding mechanism. PROGRESS IN NUCLEIC ACID RESEARCH AND MOLECULAR BIOLOGY 1971; 11:303-50. [PMID: 4934249 DOI: 10.1016/s0079-6603(08)60331-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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Khorana HG, Höpner T. Nucleinsäure-Synthese als Werkzeug für das Studium des genetischen Codes (Nobel-Vortrag). Angew Chem Int Ed Engl 1969. [DOI: 10.1002/ange.19690812404] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Carbon J, Curry JB. A change in the specificity of transfer RNA after partial deamination with nitrous acid. Proc Natl Acad Sci U S A 1968; 59:467-74. [PMID: 4868897 PMCID: PMC224695 DOI: 10.1073/pnas.59.2.467] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
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Jovin TM, Kornberg A. Polynucleotide Celluloses as Solid State Primers and Templates for Polymerases. J Biol Chem 1968. [DOI: 10.1016/s0021-9258(18)99286-0] [Citation(s) in RCA: 36] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Lezius AG, Scheit KH. Enzymatic synthesis of DNA with 4-thio-thymidine triphosphate as substitute for dTTP. EUROPEAN JOURNAL OF BIOCHEMISTRY 1967; 3:85-94. [PMID: 4295053 DOI: 10.1111/j.1432-1033.1967.tb19501.x] [Citation(s) in RCA: 58] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Hayes DH, Cukier R, Gros F. [Synthesis of poly U by RNA polymerase with octoadenylic acid (hepta adenylyl-(3',5')-adenosine) as a template]. EUROPEAN JOURNAL OF BIOCHEMISTRY 1967; 1:125-34. [PMID: 4863122 DOI: 10.1111/j.1432-1033.1967.tb00053.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Jones DS, Nishimura S, Khorana HG. Studies on polynucleotides. LVI. Further syntheses, in vitro of copolypeptides containing two amino acids in alternating sequence dependent upon DNA-like polymers containing two nucleotides in alternating sequence. J Mol Biol 1966; 16:454-72. [PMID: 5333513 DOI: 10.1016/s0022-2836(66)80185-7] [Citation(s) in RCA: 50] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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Falaschi A, Kornberg A. A lipopolysaccharide inhibitor of a DNA methyl transferase. Proc Natl Acad Sci U S A 1965; 54:1713-20. [PMID: 4286564 PMCID: PMC300539 DOI: 10.1073/pnas.54.6.1713] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
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Wells RD, Ohtsuka E, Khorana HG. Studies on polynucleotides. L. Synthetic deoxyribopolynucleotides as templates for the DNA polymerase of Escherichia coli: a new double-stranded DNA-like polymer containing repeating dinucleotide sequences. J Mol Biol 1965; 14:221-37. [PMID: 5327651 DOI: 10.1016/s0022-2836(65)80242-x] [Citation(s) in RCA: 98] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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Nishimura S, Jones DS, Khorana HG. Studies on polynucleotides. 48. The in vitro synthesis of a co-polypeptide containing two amino acids in alternating sequence dependent upon a DNA-like polymer containing two nucleotides in alternating sequence. J Mol Biol 1965; 13:302-24. [PMID: 5323614 DOI: 10.1016/s0022-2836(65)80098-5] [Citation(s) in RCA: 108] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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