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Pyrosequencing Inc 16s rrna gene pyrosequencing data
16s Rrna Gene Pyrosequencing Data, supplied by Pyrosequencing Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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16s rrna gene pyrosequencing data - by Bioz Stars, 2026-09
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Article Title: Nitrification potential and ammonia-oxidizing archaeal diversity in three contrasting acidic soils of eastern China.
Article Snippet: 1 Acidic soils are widespread and are further acidified by intensive nitrogen fertilization.. 2 However, the ammonia-oxidizing microorganisms that drive nitrification under low pH 3 remain insufficiently understood.. Here, we investigated nitrification potential and the 4 responsible nitrifying microorganisms in three representative acidic soils of eastern 5 China (forest soil, red paddy soil, and tea garden soil), sampling both surface (0–10 cm) 6 and subsurface (10–20 cm) layers.

Article Title: Land-use types shape soil bacterial communities, co-occurrence networks, and predicted functions in karst ecosystems.
Article Snippet: 55.Will, C. et al. Horizon-Specific Bacterial Community Composition of German Grassland Soils, as Revealed by Pyrosequencing-Based Analysis of 16S rRNA

Article Title: Effect of Dietary Calcium Nitrate Addition on Methane Emission, Nitrogen Excretion, and Ruminal Fermentation Parameters and Microbiota in Liuyang Black Goats
Article Snippet: Additionally, another two aliquots had been preserved at −80 °C for 16S rRNA pyrosequencing.

Amplification:

Article Title: Effects of Long-term Weightless Stimulating by Tail Suspension on the Gut Microbiota as well as the Gut-liver Axis Homeostasis in Rat.
Article Snippet: Fecal DNA was extracted via Fast DNA SPIN extraction kits (MP Biomedicals, Santa Ana, CA, USA), and its quantity and quality were verified using a NanoDrop ND-1000 spectrophotometer (Thermo Fisher Scientific, Waltham, MA, USA) and agarose gel electrophoresis, respectively. .. The V3–V4 region of the bacterial 16S rRNA gene was amplified via PCR for 16S rDNA amplicon pyrosequencing on the Illumina MiSeq platform[14]. ..

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..

Polymerase Chain Reaction:

Article Title: Effects of Long-term Weightless Stimulating by Tail Suspension on the Gut Microbiota as well as the Gut-liver Axis Homeostasis in Rat.
Article Snippet: Fecal DNA was extracted via Fast DNA SPIN extraction kits (MP Biomedicals, Santa Ana, CA, USA), and its quantity and quality were verified using a NanoDrop ND-1000 spectrophotometer (Thermo Fisher Scientific, Waltham, MA, USA) and agarose gel electrophoresis, respectively. .. The V3–V4 region of the bacterial 16S rRNA gene was amplified via PCR for 16S rDNA amplicon pyrosequencing on the Illumina MiSeq platform[14]. ..

Quantitative RT-PCR:

Article Title: Glycoside hydrolase-mediated utilization of Poria cocos polysaccharide enriches Lactobacillus gasseri and activates the AhR-IL-22 axis to attenuate DSS-induced colitis.
Article Snippet: .. 16S rRNA pyrosequencing technology of fecal samples from NC, DSS, L. g 10 7 CFU, L. g 10 9 CFU and L. g10 11 CFU groups of mice. (A) Venn diagram. (B) Chao1 index, Shannon index, Simpson index, observed ASVs from different mouse groups (n = 6, Data are presented as the median ± IQR,by Kruskal–Wallis (KW) with Dunn Post-hoc pairwise test). (C-D) Bray–Curtis-based PCoA and NMDS were performed to evaluate β-diversity (n = 6). (E) UPGMA clustering (Bray Curtis) and relative abundance of phylum level (top 15 taxa, n = 6). (F) Relative abundance of the identified fecal microbiota at the genus level (top 30 taxa, n = 6). (G) Lactobacillus. (H) Desulfovibrio. (I) Rikenella. (J) Parasutterella. (K) Faecalibaculum. (L) Allobaculum. (M) Bacteroides. (N) RT- qPCR of (Reg3γ,Reg3β) in colonic tissue (n = 6), groups treated with low/medium/high-dose L. gasseri (107, 109, and 1011CFU). ..

Bacteria:

Article Title: The Antibacterial Mechanism of Baicalin and Its Solubilization Strategy
Article Snippet: .. Pyrosequencing of 16S rRNA genes in rat feces revealed that baicalin effectively increased the abundance of beneficial intestinal symbiotic bacteria ( Ligilactobacillus , Lactobacillus and Bacteroides ), but decreased the abundance of harmful intestinal symbiotic bacteria ( Muribaculaceae and Alistipes ) [ ]. ..

Article Title: The Antibacterial Mechanism of Baicalin and Its Solubilization Strategy.
Article Snippet: .. Pyrosequencing of 16S rRNA genes in rat feces revealed that baicalin effectively increased the abundance of beneficial intestinal symbiotic bacteria (Ligilactobacillus, Lactobacillus and Bacteroides), but decreased the abundance of harmful intestinal symbiotic bacteria (Muribaculaceae and Alistipes) [81]. ..

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..

Denaturing Gradient Gel Electrophoresis:

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..

Sequencing:

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..

Terminal Restriction Fragment Length Polymorphism:

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..

Fluorescence In Situ Hybridization:

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..

Confocal Laser Scanning Microscopy:

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..

Metagenomics:

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..

Real-time Polymerase Chain Reaction:

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..

Isolation:

Article Title: Microbial Communities Powering Plant-Microbial Fuel Cells: Diversity, Functions and Biotechnological Perspectives.
Article Snippet: .. Microbial communities analysis method References 16S rRNA gene- based DGGE band sequencing (Sanger) Kaku et al. (2008) 16S rRNA gene- based methods: DGGE, T- RFLP, Sanger clone libraries De Schamphelaire et al. (2010) 16S rRNA gene amplicon 454 pyrosequencing and qRTPCR; FISH- CLSM (rRNAtargeted probes) Timmers et al. (2012) 16S rRNA gene amplicon pyrosequencing, Illuminabased shotgun metagenomics (HiSeq) Kouzuma et al. (2013) qPCR targeting archaeal 16S rRNA genes (group- specific primers) Arends et al. (2014) 16S rRNA gene amplicon 454 pyrosequencing Ahn et al. (2014) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries (PMFC- A2) Cabezas et al. (2015) 16S rRNA gene- based methods: T- RFLP, Sanger clone libraries, 454 pyrosequencing (bacteria) Lin and Lu (2015) 16S rRNA gene amplicon 454 pyrosequencing (bacteria), 16S rRNA gene Sanger- based clone libraries (archaea) Lu et al. (2015) 16S rRNA gene amplicon 454 pyrosequencing Ueoka et al. (2016) 16S rRNA gene amplicon 454 pyrosequencing Tapia et al. (2017) Selective plating, biochemical identification Azri et al. (2018) Illumina 16S rRNA amplicon sequencing (HiSeq) Liu et al. (2018) Illumina 16S rRNA amplicon sequencing Sudirjo et al. (2019) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan and Yu (2021) Isolation and Sanger- based 16S rRNA sequencing Arulmani et al. (2021) Illumina 16S rRNA amplicon sequencing Tongphanpharn et al. (2023) (Continues) Microbial communities analysis method References Illumina 16S rRNA amplicon sequencing (MiSeq) Sarma et al. (2024) Illumina 16S rRNA amplicon sequencing (MiSeq) Chen et al. (2024) Illumina 16S rRNA amplicon sequencing (NovaSeq) Gan et al. (2025) Illumina 16S rRNA amplicon sequencing (MiSeq) Guan et al. (2025) TABLE 2 | (Continued) 17517915, 2026, 2, D ow nloaded from https://envirom icro-journals.onlinelibrary.w iley.com /doi/10.1111/1751-7915.70310, W iley O nline L ibrary on [17/02/2026]. ..



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Novo Nordisk raddim pacbio revio deep sequencing data analysis
<t>RADDIM</t> creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger <t>sequencing.</t> ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.
Raddim Pacbio Revio Deep Sequencing Data Analysis, supplied by Novo Nordisk, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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<t>RADDIM</t> creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger <t>sequencing.</t> ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.
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<t>RADDIM</t> creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger <t>sequencing.</t> ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.
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<t>RADDIM</t> creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger <t>sequencing.</t> ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.
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<t>RADDIM</t> creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger <t>sequencing.</t> ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.
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<t>RADDIM</t> creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger <t>sequencing.</t> ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.
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<t>RADDIM</t> creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger <t>sequencing.</t> ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.
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<t>RADDIM</t> creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger <t>sequencing.</t> ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.
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RADDIM creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger sequencing. ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.

Journal: Nucleic Acids Research

Article Title: High-throughput methods enabling random duplications, deletions, or nucleotide-constrained mutagenesis of entire DNA motifs

doi: 10.1093/nar/gkag236

Figure Lengend Snippet: RADDIM creates random duplications or deletions at one random position within a circular DNA molecule. ( A ) Illustration of the RADDIM workflow when starting from a plasmid template. Illustration created with BioRender.com . ( B ) An ExoChase-treated pUC19 plasmid (Fig. ) containing a CcdB toxin gene was nicked on the forward DNA-strand by the site-specific nickase Nt.BbvCI. The resulting double-nicked plasmids were incubated with Bst DNAP, with or without either the 5′–3′ single-strand-specific RecJ exonuclease, or the 3′–5′ single-strand-specific Thermolabile Exonuclease I, to determine if single-strand exonucleases could remove unwanted DNA-amplifications during a convergent nick-translation reaction. ( C ) Characterization of the DNA-ends that were created by a convergent nick-translation reaction using Bst DNAP and either RecJ or Thermolabile Exo I (Fig. ). ConNickTra linearized plasmids were purified and T7 DNAP was used to repair all DNA-ends. Next, T4 DNA ligase was used to re-circularize the linear plasmids, which were transformed into CcdB-sensitive E. coli cells. This selected for plasmids with a mutation in the ccdB toxin gene. The ccdB gene of 40 successfully sequenced plasmids from the RecJ library ( n = 40), and 39 successfully sequenced plasmids from the Thermolabile Exo I library ( n = 39) were sequenced by single-colony Sanger sequencing. ( D ) A synthetic 196 bp dsDNA fragment was incubated together with Bst DNAP alone, and/or Thermolabile Exo I, for 3 h with or without 1 mM MnCl 2 , to evaluate if manganese could reprogram the Bst DNAP and/or ExoI to degrade the ends of linear DNA molecules. ( E ) A pUC19 plasmid containing a CcdB toxin gene was randomly linearized by a ConNickTra reaction using Bst DNAP and ExoI, followed by an addition of 1 mM MnCl 2 for 10–30 min. After a T7 DNAP-mediated DNA end-repair, and a T4 DNA ligase-mediated re-circularization, plasmids were transformed into CcdB-sensitive E. coli cells. ( F ) The ccdB gene of 25 successfully sequenced plasmids from the 10 min library ( n = 25), 21 plasmids from the 20 min library ( n = 21), and 22 successfully sequenced plasmids from the 30 min library ( n = 22) were analyzed by single-colony Sanger sequencing.

Article Snippet: The RADDIM PacBio Revio deep sequencing data analysis and the Python scripts used to calculate the theoretical mutational landscapes possible with NSM are available from the Novo Nordisk Foundation Center for Biosustainability (DTU Biosustain) GitHub for this project ( https://github.com/biosustain/raddim ) and on Zenodo ( https://doi.org/10.5281/zenodo.18863538 ).

Techniques: Plasmid Preparation, Incubation, Nick Translation, Purification, Transformation Assay, Mutagenesis, Sequencing

RADDIM allows for in-frame and multi-residue InDels enabling functional protein structure modifications. ( A ) Illustration of an alternative RADDIM workflow to insert random DNA sequences into a RADDIM library by ligating a random DNA sequence oligo library to ConNickTra linearized plasmids, followed by a T7 DNAP-mediated DNA-end-repair/fill-in. Illustration created with BioRender.com . ( B ) Representative β-lactamase compensatory mutations able to restore phenotypic ampicillin resistance of the enzymatically inactivated (A40P and R41W) TEM-1 protein, superimposed onto the wild-type TEM-1 protein structure (PDB: 1ZG4). Red spheres = original inactivating mutations (A40P and R41W), Green spheres = compensatory AA substitutions. Purple marking = site of multi-residue compensatory deletion. Brown marking = site of multi-residue compensatory insertions.

Journal: Nucleic Acids Research

Article Title: High-throughput methods enabling random duplications, deletions, or nucleotide-constrained mutagenesis of entire DNA motifs

doi: 10.1093/nar/gkag236

Figure Lengend Snippet: RADDIM allows for in-frame and multi-residue InDels enabling functional protein structure modifications. ( A ) Illustration of an alternative RADDIM workflow to insert random DNA sequences into a RADDIM library by ligating a random DNA sequence oligo library to ConNickTra linearized plasmids, followed by a T7 DNAP-mediated DNA-end-repair/fill-in. Illustration created with BioRender.com . ( B ) Representative β-lactamase compensatory mutations able to restore phenotypic ampicillin resistance of the enzymatically inactivated (A40P and R41W) TEM-1 protein, superimposed onto the wild-type TEM-1 protein structure (PDB: 1ZG4). Red spheres = original inactivating mutations (A40P and R41W), Green spheres = compensatory AA substitutions. Purple marking = site of multi-residue compensatory deletion. Brown marking = site of multi-residue compensatory insertions.

Article Snippet: The RADDIM PacBio Revio deep sequencing data analysis and the Python scripts used to calculate the theoretical mutational landscapes possible with NSM are available from the Novo Nordisk Foundation Center for Biosustainability (DTU Biosustain) GitHub for this project ( https://github.com/biosustain/raddim ) and on Zenodo ( https://doi.org/10.5281/zenodo.18863538 ).

Techniques: Residue, Functional Assay, Sequencing

Deep sequencing confirms the diversity of RADDIM-generated InDel libraries. ( A ) Size distribution of insertions and deletions across a RADDIM plasmid library and the location of all variants (insertions and deletions) that are 1 nt and >1 nt in length. InDels are shown by their start position in the 5′–3′ direction in the plasmid sequence. Positive values represent insertions and negative values represent deletions. CAT = chloramphenicol acetyltransferase, tCYC1 = transcriptional terminator of iso-1-cytochrome c from S. cerevisiae , ori = pUC19 origin-of-replication, BLA* = inactivated (A40P and R41W) β-lactamase (TEM-1), CcdB = bacterial DNA gyrase toxin, CcdA* = inactivated cognate immunity protein of CcdB. ( B ) Illustration of the plasmid linearization mechanisms attained by combining the ExoChase and ConNickTra methods, enabling random and singular double-stranded DNA-breaks to be enriched within only one half of a plasmid molecule, down-stream of the site-specific DNA-nick. Illustration created with BioRender.com . ( C ) Quantification of all identified deletions ranging from 1 to 30 nt in length. ( D ) Quantification of all identified insertions ranging from 1 to 30 nt in length. ( E ) The number of identified mismatches for all insertions ranging from 2 to 30 nt in length.

Journal: Nucleic Acids Research

Article Title: High-throughput methods enabling random duplications, deletions, or nucleotide-constrained mutagenesis of entire DNA motifs

doi: 10.1093/nar/gkag236

Figure Lengend Snippet: Deep sequencing confirms the diversity of RADDIM-generated InDel libraries. ( A ) Size distribution of insertions and deletions across a RADDIM plasmid library and the location of all variants (insertions and deletions) that are 1 nt and >1 nt in length. InDels are shown by their start position in the 5′–3′ direction in the plasmid sequence. Positive values represent insertions and negative values represent deletions. CAT = chloramphenicol acetyltransferase, tCYC1 = transcriptional terminator of iso-1-cytochrome c from S. cerevisiae , ori = pUC19 origin-of-replication, BLA* = inactivated (A40P and R41W) β-lactamase (TEM-1), CcdB = bacterial DNA gyrase toxin, CcdA* = inactivated cognate immunity protein of CcdB. ( B ) Illustration of the plasmid linearization mechanisms attained by combining the ExoChase and ConNickTra methods, enabling random and singular double-stranded DNA-breaks to be enriched within only one half of a plasmid molecule, down-stream of the site-specific DNA-nick. Illustration created with BioRender.com . ( C ) Quantification of all identified deletions ranging from 1 to 30 nt in length. ( D ) Quantification of all identified insertions ranging from 1 to 30 nt in length. ( E ) The number of identified mismatches for all insertions ranging from 2 to 30 nt in length.

Article Snippet: The RADDIM PacBio Revio deep sequencing data analysis and the Python scripts used to calculate the theoretical mutational landscapes possible with NSM are available from the Novo Nordisk Foundation Center for Biosustainability (DTU Biosustain) GitHub for this project ( https://github.com/biosustain/raddim ) and on Zenodo ( https://doi.org/10.5281/zenodo.18863538 ).

Techniques: Sequencing, Generated, Plasmid Preparation

RADDIM enables a random duplication or deletion of entire regulatory DNA motifs. ( A ) Illustration of the last steps in the RADDIM workflow when starting from a linear PCR-product (Fig. ). Illustration created with BioRender.com . Relative mNeonGreen fluorescent protein expression by S. cerevisiae cells transformed with RADDIM-mutated ( B ) pACT1 ( n = 90) or ( C ) pTEF1 promoter variants ( n = 86) following a FACS of top 1% of fluorescent cells. ( D ) Relative mNeonGreen fluorescent protein expression by reconstituted pACT1 and pTEF1 promoter variants ( n = 3). Statistical significance was calculated by two-way ANOVA with ns: P > 0.05, *: P ≤ 0.05, **: P ≤ 0.005, ***: P ≤ 0.0005, and ****: P ≤ 0.0001. ( E) Relative mNeonGreen fluorescent protein expression by wild-type pACT1 and pTEF1 promoters ( n = 3). Statistical significance was calculated by unpaired t -test with ns: P > 0.05 and *: P ≤ 0.0001.

Journal: Nucleic Acids Research

Article Title: High-throughput methods enabling random duplications, deletions, or nucleotide-constrained mutagenesis of entire DNA motifs

doi: 10.1093/nar/gkag236

Figure Lengend Snippet: RADDIM enables a random duplication or deletion of entire regulatory DNA motifs. ( A ) Illustration of the last steps in the RADDIM workflow when starting from a linear PCR-product (Fig. ). Illustration created with BioRender.com . Relative mNeonGreen fluorescent protein expression by S. cerevisiae cells transformed with RADDIM-mutated ( B ) pACT1 ( n = 90) or ( C ) pTEF1 promoter variants ( n = 86) following a FACS of top 1% of fluorescent cells. ( D ) Relative mNeonGreen fluorescent protein expression by reconstituted pACT1 and pTEF1 promoter variants ( n = 3). Statistical significance was calculated by two-way ANOVA with ns: P > 0.05, *: P ≤ 0.05, **: P ≤ 0.005, ***: P ≤ 0.0005, and ****: P ≤ 0.0001. ( E) Relative mNeonGreen fluorescent protein expression by wild-type pACT1 and pTEF1 promoters ( n = 3). Statistical significance was calculated by unpaired t -test with ns: P > 0.05 and *: P ≤ 0.0001.

Article Snippet: The RADDIM PacBio Revio deep sequencing data analysis and the Python scripts used to calculate the theoretical mutational landscapes possible with NSM are available from the Novo Nordisk Foundation Center for Biosustainability (DTU Biosustain) GitHub for this project ( https://github.com/biosustain/raddim ) and on Zenodo ( https://doi.org/10.5281/zenodo.18863538 ).

Techniques: Expressing, Transformation Assay