Skip to main content
Erschienen in: International Journal of Legal Medicine 4/2018

27.09.2017 | Original Article

Comparative tolerance of two massively parallel sequencing systems to common PCR inhibitors

verfasst von: Kyleen Elwick, Xiangpei Zeng, Jonathan King, Bruce Budowle, Sheree Hughes-Stamm

Erschienen in: International Journal of Legal Medicine | Ausgabe 4/2018

Einloggen, um Zugang zu erhalten

Abstract

Human remains can be severely affected by the environment, and the DNA may be damaged, degraded, and/or inhibited. In this study, a DNA sample (at 1 ng DNA target input in triplicate) was spiked with five concentrations of five inhibitors (humic acid, melanin, hematin, collagen, and calcium) and sequenced with both the HID-Ion AmpliSeq™ Library Kit and ID panel on the Ion PGM™ System and the ForenSeq DNA Signature Prep Kit on the MiSeq FGx™. The objective of this study was to compare the baseline tolerance of the two sequencing chemistries and platforms to common inhibitors encountered in human remains recovered from missing person cases. The two chemistries generally were comparable but not always susceptible to the same inhibitors or at the same capacity. The HID-Ion AmpliSeq™ Library Kit and ID panel and the ForenSeq DNA Signature Prep Kit both were susceptible to humic acid, melanin, and collagen; however, the ForenSeq kit showed greater inhibition to melanin and collagen than the AmpliSeq™ kit. In contrast, the ForenSeq kit was resistant to the effects of hematin and calcium, whereas the AmpliSeq™ kit was highly inhibited by hematin. Short tandem repeats (STRs) and single nucleotide polymorphisms (SNPs) showed the same trend among inhibitors when using the ForenSeq kit. Generally, locus read depth, heterozygote allele balance, and the numbers of alleles typed were inversely correlated with increasing inhibitor concentration. The larger STR loci were affected more so by the presence of inhibitors compared to smaller STR amplicons and SNP loci. Additionally, it does not appear that sequence noise is affected by the inhibitors. The noise percentage, however, does increase as the inhibitor concentration increases, due to the decrease in locus read depth and not likely because of chemistry effects.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Ritter N (2007) Missing persons and unidentified remains: the nation’s silent mass disaster. NIJ Journal 256:2–7 Ritter N (2007) Missing persons and unidentified remains: the nation’s silent mass disaster. NIJ Journal 256:2–7
2.
Zurück zum Zitat Kovras I, Robins S (2016) Death as the border: managing missing migrants and unidentified bodies at the EU’s Mediterranean frontier. Polit Geogr 55:40–49CrossRef Kovras I, Robins S (2016) Death as the border: managing missing migrants and unidentified bodies at the EU’s Mediterranean frontier. Polit Geogr 55:40–49CrossRef
3.
Zurück zum Zitat Dhanardhono T, Wulandari N, Bhima SKL, Ahmad HJ, Widodo PT (2013) DNA profiling of disaster victim identification in Trenggalek shipwreck case. For Sci Int Genet Supplement Series 4:e5–e6CrossRef Dhanardhono T, Wulandari N, Bhima SKL, Ahmad HJ, Widodo PT (2013) DNA profiling of disaster victim identification in Trenggalek shipwreck case. For Sci Int Genet Supplement Series 4:e5–e6CrossRef
4.
Zurück zum Zitat Barbisin M, Fang R, O’Shea CE, Calandro LM, Furtado MR, Shewale JG (2009) Developmental validation of the Quantifiler® duo DNA quantification kit for simultaneous quantification of total human and human male DNA and detection of PCR inhibitors in biological samples. J Forensic Sci 54:305–319PubMedCrossRef Barbisin M, Fang R, O’Shea CE, Calandro LM, Furtado MR, Shewale JG (2009) Developmental validation of the Quantifiler® duo DNA quantification kit for simultaneous quantification of total human and human male DNA and detection of PCR inhibitors in biological samples. J Forensic Sci 54:305–319PubMedCrossRef
5.
Zurück zum Zitat Mulero JJ, Chang CW, Lagace RE, Wang DY, Bas JL, McMahon TP, Hennessy LK (2008) Development and validation of the AmpFℓSTR® MiniFilerTM PCR amplification kit: a miniSTR multiplex for the analysis of degraded and/or PCR inhibited DNA. J Forensic Sci 53:838–852PubMedCrossRef Mulero JJ, Chang CW, Lagace RE, Wang DY, Bas JL, McMahon TP, Hennessy LK (2008) Development and validation of the AmpFℓSTR® MiniFilerTM PCR amplification kit: a miniSTR multiplex for the analysis of degraded and/or PCR inhibited DNA. J Forensic Sci 53:838–852PubMedCrossRef
6.
Zurück zum Zitat Thompson RE, Duncan G, McCord BR (2014) An investigation of PCR inhibition using Plexor®-based quantitative PCR and short tandem repeat amplification. J Forensic Sci 59:1517–1529PubMedCrossRef Thompson RE, Duncan G, McCord BR (2014) An investigation of PCR inhibition using Plexor®-based quantitative PCR and short tandem repeat amplification. J Forensic Sci 59:1517–1529PubMedCrossRef
7.
Zurück zum Zitat Opel KL, Chung D, McCord BR (2010) A study of PCR inhibition mechanisms using real time PCR. J Forensic Sci 55:25–33PubMedCrossRef Opel KL, Chung D, McCord BR (2010) A study of PCR inhibition mechanisms using real time PCR. J Forensic Sci 55:25–33PubMedCrossRef
8.
Zurück zum Zitat Collins PJ, Hennessy LK, Leibelt CS, Roby RK, Reeder DJ, Foxall PA (2004) Developmental validation of a single-tube amplification of the 13 CODIS STR loci, D2S1338, D19S433, and amelogenin: the AmpFlSTR Identifiler PCR amplification kit. J Forensic Sci 49:1265–1277PubMedCrossRef Collins PJ, Hennessy LK, Leibelt CS, Roby RK, Reeder DJ, Foxall PA (2004) Developmental validation of a single-tube amplification of the 13 CODIS STR loci, D2S1338, D19S433, and amelogenin: the AmpFlSTR Identifiler PCR amplification kit. J Forensic Sci 49:1265–1277PubMedCrossRef
9.
Zurück zum Zitat Krenke BE, Tereba A, Anderson SJ, Buel E, Culhane S, Finis CJ, Tomsey CS, Zachetti JM, Masibay A, Rabbach DR, Amiott EA, Sprecher CJ (2002) Validation of a 16-locus fluorescent multiplex system. J Forensic Sci 47:773–785PubMedCrossRef Krenke BE, Tereba A, Anderson SJ, Buel E, Culhane S, Finis CJ, Tomsey CS, Zachetti JM, Masibay A, Rabbach DR, Amiott EA, Sprecher CJ (2002) Validation of a 16-locus fluorescent multiplex system. J Forensic Sci 47:773–785PubMedCrossRef
10.
Zurück zum Zitat Martín P, de Simón LF, Luque G, Farfán MJ, Alonso A (2014) Improving DNA data exchange: validation studies on a single 6 dye STR kit with 24 loci. For Sci Int Genet 13C:68–78CrossRef Martín P, de Simón LF, Luque G, Farfán MJ, Alonso A (2014) Improving DNA data exchange: validation studies on a single 6 dye STR kit with 24 loci. For Sci Int Genet 13C:68–78CrossRef
11.
Zurück zum Zitat Oostdik K, Lenz K, Nye J, Schelling K, Yet D, Bruski S, Strong J, Buchanan C, Sutton J, Linner J, Frazier N, Young H, Matthies L, Sage A, Hahn J, Wells R, Williams N, Price M, Koehler J, Staples M, Swango KL, Hill C, Oyerly K, Duke W, Katzilierakis L, Ensenberger MG, Bourdeau JM, Sprecher CJ, Krenke B, Storts DR (2014) Developmental validation of the PowerPlex((R)) fusion system for analysis of casework and reference samples: a 24-locus multiplex for new database standards. For Sci Int Genet 12:69–76CrossRef Oostdik K, Lenz K, Nye J, Schelling K, Yet D, Bruski S, Strong J, Buchanan C, Sutton J, Linner J, Frazier N, Young H, Matthies L, Sage A, Hahn J, Wells R, Williams N, Price M, Koehler J, Staples M, Swango KL, Hill C, Oyerly K, Duke W, Katzilierakis L, Ensenberger MG, Bourdeau JM, Sprecher CJ, Krenke B, Storts DR (2014) Developmental validation of the PowerPlex((R)) fusion system for analysis of casework and reference samples: a 24-locus multiplex for new database standards. For Sci Int Genet 12:69–76CrossRef
12.
Zurück zum Zitat Lazaruk K, Walsh PS, Oaks F, Gilbert D, Rosenblum BB, Menchen S, Scheibler D, Wenz HM, Holt C, Wallin J (1998) Genotyping of forensic short tandem repeat (STR) systems based on sizing precision in a capillary electrophoresis instrument. Electrophoresis 19:86–93PubMedCrossRef Lazaruk K, Walsh PS, Oaks F, Gilbert D, Rosenblum BB, Menchen S, Scheibler D, Wenz HM, Holt C, Wallin J (1998) Genotyping of forensic short tandem repeat (STR) systems based on sizing precision in a capillary electrophoresis instrument. Electrophoresis 19:86–93PubMedCrossRef
13.
Zurück zum Zitat Butler JM, Buel E, Crivellente F, McCord BR (2004) Forensic DNA typing by capillary electrophoresis using the ABI Prism 310 and 3100 genetic analyzers for STR analysis. Electrophoresis 25:1397–1412CrossRefPubMed Butler JM, Buel E, Crivellente F, McCord BR (2004) Forensic DNA typing by capillary electrophoresis using the ABI Prism 310 and 3100 genetic analyzers for STR analysis. Electrophoresis 25:1397–1412CrossRefPubMed
14.
Zurück zum Zitat Sanchez JJ, Phillips C, Børsting C, Balogh K, Bogus M, Fondevila M, Harrison CD, Musgrave-Brown E, Salas A, Syndercombe-Court D, Schneider PM, Carracedo A, Morling N (2006) A multiplex assay with 52 single nucleotide polymorphisms for human identification. Electrophoresis 27:1713–1724CrossRefPubMed Sanchez JJ, Phillips C, Børsting C, Balogh K, Bogus M, Fondevila M, Harrison CD, Musgrave-Brown E, Salas A, Syndercombe-Court D, Schneider PM, Carracedo A, Morling N (2006) A multiplex assay with 52 single nucleotide polymorphisms for human identification. Electrophoresis 27:1713–1724CrossRefPubMed
15.
Zurück zum Zitat Kidd KK, Pakstis AJ, Speed WC, Grigorenko EL, Kajuna SL, Karoma NJ, Kungulilo S, Kim JJ, Lu RB, Odunsi A, Okonofua F, Parnas J, Schulz LO, Zhukova OV, Kidd JR (2006) Developing a SNP panel for forensic identification of individuals. For Sci Int Genet 164:20–32 Kidd KK, Pakstis AJ, Speed WC, Grigorenko EL, Kajuna SL, Karoma NJ, Kungulilo S, Kim JJ, Lu RB, Odunsi A, Okonofua F, Parnas J, Schulz LO, Zhukova OV, Kidd JR (2006) Developing a SNP panel for forensic identification of individuals. For Sci Int Genet 164:20–32
16.
Zurück zum Zitat Yang N, Li H, Criswell LA, Gregersen PK, Alarcon-Riquelme ME, Kittles R, Shigeta R, Silva G, Patel PI, Belmont JW, Seldin MF (2005) Examination of ancestry and ethnic affiliation using highly informative diallelic DNA markers: application to diverse and admixed populations and implications for clinical epidemiology and forensic medicine. Hum Genet 118:382–392PubMedCrossRef Yang N, Li H, Criswell LA, Gregersen PK, Alarcon-Riquelme ME, Kittles R, Shigeta R, Silva G, Patel PI, Belmont JW, Seldin MF (2005) Examination of ancestry and ethnic affiliation using highly informative diallelic DNA markers: application to diverse and admixed populations and implications for clinical epidemiology and forensic medicine. Hum Genet 118:382–392PubMedCrossRef
17.
Zurück zum Zitat Kayser M, Schneider PM (2009) DNA-based prediction of human externally visible characteristics in forensics: motivations, scientific challenges, and ethical considerations. For Sci Int Genet 3:154–161CrossRef Kayser M, Schneider PM (2009) DNA-based prediction of human externally visible characteristics in forensics: motivations, scientific challenges, and ethical considerations. For Sci Int Genet 3:154–161CrossRef
18.
Zurück zum Zitat Spichenok O, Budimlija ZM, Mitchell AA, Jenny A, Kovacevic L, Marjanovic D, Caragine T, Prinz M, Wurmbach E (2011) Prediction of eye and skin color in diverse populations using seven SNPs. For Sci Int Genet 5:472–478CrossRef Spichenok O, Budimlija ZM, Mitchell AA, Jenny A, Kovacevic L, Marjanovic D, Caragine T, Prinz M, Wurmbach E (2011) Prediction of eye and skin color in diverse populations using seven SNPs. For Sci Int Genet 5:472–478CrossRef
19.
Zurück zum Zitat Walsh S, Liu F, Wollstein A, Kovatsi L, Ralf A, Kosiniak-Kamysz A, Branicki W, Kayser M (2013) The HIrisPlex system for simultaneous prediction of hair and eye colour from DNA. For Sci Int Genet 7:98–115CrossRef Walsh S, Liu F, Wollstein A, Kovatsi L, Ralf A, Kosiniak-Kamysz A, Branicki W, Kayser M (2013) The HIrisPlex system for simultaneous prediction of hair and eye colour from DNA. For Sci Int Genet 7:98–115CrossRef
20.
Zurück zum Zitat Chakraborty R, Stivers DN, Su B, Zhong Y, Budowle B (1999) The utility of short tandem repeat loci beyond human identification: implications for development of new DNA typing systems. Electrophoresis 20:1682–1696PubMedCrossRef Chakraborty R, Stivers DN, Su B, Zhong Y, Budowle B (1999) The utility of short tandem repeat loci beyond human identification: implications for development of new DNA typing systems. Electrophoresis 20:1682–1696PubMedCrossRef
21.
Zurück zum Zitat Zeng X, King JL, Stoljarova M, Warshauer DH, LaRue BL, Sajantila A, Patel J, Storts DR, Budowle B (2015) High sensitivity multiplex short tandem repeat loci analyses with massively parallel sequencing. For Sci Int Genet 16:38–47CrossRef Zeng X, King JL, Stoljarova M, Warshauer DH, LaRue BL, Sajantila A, Patel J, Storts DR, Budowle B (2015) High sensitivity multiplex short tandem repeat loci analyses with massively parallel sequencing. For Sci Int Genet 16:38–47CrossRef
22.
Zurück zum Zitat Zeng X, King J, Hermanson S, Patel J, Storts DR, Budowle B (2015) An evaluation of the PowerSeq™ auto system: a multiplex short tandem repeat marker kit compatible with massively parallel sequencing. For Sci Int Genet 19:172–179CrossRef Zeng X, King J, Hermanson S, Patel J, Storts DR, Budowle B (2015) An evaluation of the PowerSeq™ auto system: a multiplex short tandem repeat marker kit compatible with massively parallel sequencing. For Sci Int Genet 19:172–179CrossRef
23.
Zurück zum Zitat Fordyce SL, Avila-Arcos MC, Rockenbauer E, Borsting C, Frank-Hansen R, Petersen FT, Willerslev E, Hansen AJ, Morling N, Gilbert MT (2011) High-throughput sequencing of core STR loci for forensic genetic investigations using the Roche Genome Sequencer FLX platform. BioTechniques 51:127–133PubMed Fordyce SL, Avila-Arcos MC, Rockenbauer E, Borsting C, Frank-Hansen R, Petersen FT, Willerslev E, Hansen AJ, Morling N, Gilbert MT (2011) High-throughput sequencing of core STR loci for forensic genetic investigations using the Roche Genome Sequencer FLX platform. BioTechniques 51:127–133PubMed
24.
Zurück zum Zitat Fordyce SL, Mogensen HS, Børsting C, Lagacé RE, Chang CW, Rajagopalan N, Morling N (2015) Second-generation sequencing of forensic STRs using the Ion Torrent™ HID STR 10-plex and the Ion PGM™. For Sci Int Genet 14:132–140CrossRef Fordyce SL, Mogensen HS, Børsting C, Lagacé RE, Chang CW, Rajagopalan N, Morling N (2015) Second-generation sequencing of forensic STRs using the Ion Torrent™ HID STR 10-plex and the Ion PGM™. For Sci Int Genet 14:132–140CrossRef
25.
Zurück zum Zitat Friis SL, Buchard A, Rockenbauer E, Borsting C, Morling N (2016) Introduction of the Python script STRinNGS for analysis of STR regions in FASTQ or BAM files and expansion of the Danish STR sequence database to 11 STRs. For Sci Int Genet 21:68–75CrossRef Friis SL, Buchard A, Rockenbauer E, Borsting C, Morling N (2016) Introduction of the Python script STRinNGS for analysis of STR regions in FASTQ or BAM files and expansion of the Danish STR sequence database to 11 STRs. For Sci Int Genet 21:68–75CrossRef
26.
Zurück zum Zitat Hoogenboom J, van der Gaag KJ, de Leeuw RH, Sijen T, de Knijff P, Laros JF (2017) FDSTools: a software package for analysis of massively parallel sequencing data with the ability to recognise and correct STR stutter and other PCR or sequencing noise. For Sci Int Genet 27:27–40CrossRef Hoogenboom J, van der Gaag KJ, de Leeuw RH, Sijen T, de Knijff P, Laros JF (2017) FDSTools: a software package for analysis of massively parallel sequencing data with the ability to recognise and correct STR stutter and other PCR or sequencing noise. For Sci Int Genet 27:27–40CrossRef
27.
Zurück zum Zitat Mikkelsen M, Hansen RF, Hansen AJ, Morling N (2014) Massively parallel pyrosequencing of the mitochondrial genome with the 454 methodology in forensic genetics. For Sci Int Genet 12:30–37CrossRef Mikkelsen M, Hansen RF, Hansen AJ, Morling N (2014) Massively parallel pyrosequencing of the mitochondrial genome with the 454 methodology in forensic genetics. For Sci Int Genet 12:30–37CrossRef
28.
Zurück zum Zitat King JL, Wendt FR, Sun J, Budowle B (2017) STRait Razor v2s: advancing sequence-based STR allele reporting and beyond to other marker systems. For Sci Int Genet 29:21–28CrossRef King JL, Wendt FR, Sun J, Budowle B (2017) STRait Razor v2s: advancing sequence-based STR allele reporting and beyond to other marker systems. For Sci Int Genet 29:21–28CrossRef
29.
Zurück zum Zitat Novroski NM, King JL, Churchill JD, Seah LH, Budowle B (2016) Characterization of genetic sequence variation of 58 STR loci in four major population groups. For Sci Int Genet 25:214–226CrossRef Novroski NM, King JL, Churchill JD, Seah LH, Budowle B (2016) Characterization of genetic sequence variation of 58 STR loci in four major population groups. For Sci Int Genet 25:214–226CrossRef
30.
Zurück zum Zitat Van Neste C, Vandewoestyne M, Van Criekinge W, Deforce D, Van Nieuwerburgh F (2014) My-Forensic-Loci-queries (MyFLq) framework for analysis of forensic STR data generated by massive parallel sequencing. For Sci Int Genet 9:1–8CrossRef Van Neste C, Vandewoestyne M, Van Criekinge W, Deforce D, Van Nieuwerburgh F (2014) My-Forensic-Loci-queries (MyFLq) framework for analysis of forensic STR data generated by massive parallel sequencing. For Sci Int Genet 9:1–8CrossRef
31.
Zurück zum Zitat Parson W, Strobl C, Huber G, Zimmermann B, Gomes SM, Souto L, Fendt L, Delport R, Langit R, Wootton S, Lagacé R, Irwin J (2013) Evaluation of next generation mtGenome sequencing using the ion torrent personal genome machine (PGM). For Sci Int Genet 7:543–549CrossRef Parson W, Strobl C, Huber G, Zimmermann B, Gomes SM, Souto L, Fendt L, Delport R, Langit R, Wootton S, Lagacé R, Irwin J (2013) Evaluation of next generation mtGenome sequencing using the ion torrent personal genome machine (PGM). For Sci Int Genet 7:543–549CrossRef
32.
Zurück zum Zitat King JL, LaRue BL, Novroski NM, Stoljarova M, Seo SB, Zeng X, Warshauer DH, Davis CP, Parson W, Sajantila A, Budowle B (2014) High quality and high-throughput massively parallel sequencing of the human mitochondrial genome using the Illumina MiSeq. For Sci Int Genet 12:128–135CrossRef King JL, LaRue BL, Novroski NM, Stoljarova M, Seo SB, Zeng X, Warshauer DH, Davis CP, Parson W, Sajantila A, Budowle B (2014) High quality and high-throughput massively parallel sequencing of the human mitochondrial genome using the Illumina MiSeq. For Sci Int Genet 12:128–135CrossRef
33.
Zurück zum Zitat Seo SB, Zeng X, King JL, Larue BL, Assidi M, Al-Qahtani MH, Sajantila A, Budowle B (2015) Underlying data for sequencing the mitochondrial genome with the massively parallel sequencing platform Ion Torrent™ PGM™. BMC Genomics 16(Suppl 1):S4PubMedPubMedCentralCrossRef Seo SB, Zeng X, King JL, Larue BL, Assidi M, Al-Qahtani MH, Sajantila A, Budowle B (2015) Underlying data for sequencing the mitochondrial genome with the massively parallel sequencing platform Ion Torrent™ PGM™. BMC Genomics 16(Suppl 1):S4PubMedPubMedCentralCrossRef
34.
Zurück zum Zitat Eduardoff M, Santos C, de la Puente M, Gross M, Strobl C, Sobrino B, Ballard D, Schneider PM, Carracedo Á, Lareu MV, Parson W, Phillips C (2015) Inter-laboratory evaluation of SNP-based forensic identification by massively parallel sequencing using the Ion PGM. For Sci Int Genet 17:110–121CrossRef Eduardoff M, Santos C, de la Puente M, Gross M, Strobl C, Sobrino B, Ballard D, Schneider PM, Carracedo Á, Lareu MV, Parson W, Phillips C (2015) Inter-laboratory evaluation of SNP-based forensic identification by massively parallel sequencing using the Ion PGM. For Sci Int Genet 17:110–121CrossRef
35.
Zurück zum Zitat Churchill JD, Chang J, Ge J, Rajagopalan N, Lagacé R, Liao W, King JL, Budowle B (2015) Blind study evaluation illustrates utility of the Ion PGM™ System for use in human identity DNA typing. Croat Med J 56:218–229PubMedPubMedCentralCrossRef Churchill JD, Chang J, Ge J, Rajagopalan N, Lagacé R, Liao W, King JL, Budowle B (2015) Blind study evaluation illustrates utility of the Ion PGM™ System for use in human identity DNA typing. Croat Med J 56:218–229PubMedPubMedCentralCrossRef
36.
Zurück zum Zitat Churchill JD, Schmedes SE, King JL, Budowle B (2015) Evaluation of the Illumina® beta version ForenSeq™ DNA Signature Prep Kit for use in genetic profiling. For Sci Int Genet 20:20–29CrossRef Churchill JD, Schmedes SE, King JL, Budowle B (2015) Evaluation of the Illumina® beta version ForenSeq™ DNA Signature Prep Kit for use in genetic profiling. For Sci Int Genet 20:20–29CrossRef
39.
Zurück zum Zitat Pionzio AM, McCord BR (2014) The effect of internal control sequence and length on the response to PCR inhibition in real-time PCR quantitation. For Sci Int Genet 9:55–60CrossRef Pionzio AM, McCord BR (2014) The effect of internal control sequence and length on the response to PCR inhibition in real-time PCR quantitation. For Sci Int Genet 9:55–60CrossRef
40.
Zurück zum Zitat Guo F, Shen H, Tian H, Jin P, Jiang X (2014) Development of a 24-locus multiplex system to incorporate the core loci in the Combined DNA Index System (CODIS) and the European Standard Set (ESS). For Sci Int Genet 8:44–54CrossRef Guo F, Shen H, Tian H, Jin P, Jiang X (2014) Development of a 24-locus multiplex system to incorporate the core loci in the Combined DNA Index System (CODIS) and the European Standard Set (ESS). For Sci Int Genet 8:44–54CrossRef
41.
Zurück zum Zitat Zhou H, Wu D, Chen R, Xu Y, Xia Z, Guo Y, Zhang F, Zheng W (2014) Developmental validation of a forensic rapid DNA-STR kit: Expressmarker 16. For Sci Int Genet 11:31–38CrossRef Zhou H, Wu D, Chen R, Xu Y, Xia Z, Guo Y, Zhang F, Zheng W (2014) Developmental validation of a forensic rapid DNA-STR kit: Expressmarker 16. For Sci Int Genet 11:31–38CrossRef
42.
Zurück zum Zitat Core Team R (2016) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna Core Team R (2016) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
43.
Zurück zum Zitat Jäger AC, Alvarez ML, Davis CP, Guzmán E, Han Y, Way L, Walichiewicz P, Silva D, Pham N, Caves G, Bruand J, Schlesinger F, Pond SJ, Varlaro J, Stephens KM, Holt CL (2017) Developmental validation of the MiSeq FGx forensic genomics system for targeted next generation sequencing in forensic DNA casework and database laboratories. For Sci Int Genet 28:52–70CrossRef Jäger AC, Alvarez ML, Davis CP, Guzmán E, Han Y, Way L, Walichiewicz P, Silva D, Pham N, Caves G, Bruand J, Schlesinger F, Pond SJ, Varlaro J, Stephens KM, Holt CL (2017) Developmental validation of the MiSeq FGx forensic genomics system for targeted next generation sequencing in forensic DNA casework and database laboratories. For Sci Int Genet 28:52–70CrossRef
44.
Metadaten
Titel
Comparative tolerance of two massively parallel sequencing systems to common PCR inhibitors
verfasst von
Kyleen Elwick
Xiangpei Zeng
Jonathan King
Bruce Budowle
Sheree Hughes-Stamm
Publikationsdatum
27.09.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
International Journal of Legal Medicine / Ausgabe 4/2018
Print ISSN: 0937-9827
Elektronische ISSN: 1437-1596
DOI
https://doi.org/10.1007/s00414-017-1693-4

Weitere Artikel der Ausgabe 4/2018

International Journal of Legal Medicine 4/2018 Zur Ausgabe

Neu im Fachgebiet Rechtsmedizin