Accurate and Automated Genotyping of the CFTR Poly-T/TG Tract with CFTR-TIPS

Cystic fibrosis is caused by biallelic pathogenic variants in the <i>CFTR</i> gene, which contains a polymorphic (TG)<sub>m</sub>T<sub>n</sub> sequence (the "poly-T/TG tract") in intron 9. While T<sub>9</sub> and T<sub>7</sub> alleles are benign, T<sub>5</sub> alleles with longer TG repeats, e.g., (TG)<sub>12</sub>T<sub>5</sub> and (TG)<sub>13</sub>T<sub>5</sub>, are clinically significant. Thus, professional medical societies currently recommend reporting the TG repeat size when T<sub>5</sub> is detected. Sanger sequencing is a cost-effective method of genotyping the (TG)<sub>m</sub>T<sub>n</sub> tract; however, its polymorphic length substantially complicates data analysis. We developed <i>CFTR</i>-TIPS, a freely available web-based software tool that infers the (TG)<sub>m</sub>T<sub>n</sub> genotype from Sanger sequencing data. This tool detects the (TG)<sub>m</sub>T<sub>n</sub> tract in the chromatograms, quantifies goodness of fit with expected patterns, and visualizes the results in a graphical user interface. It is broadly compatible with any Sanger chromatogram that contains the (TG)<sub>m</sub>T<sub>n</sub> tract ± 15 bp. We evaluated <i>CFTR</i>-TIPS using 835 clinical samples previously analyzed in a CLIA-certified, CAP-accredited laboratory. When operated fully automatically, <i>CFTR</i>-TIPS achieved 99.8% concordance with our clinically validated manual workflow, while generally taking less than 10 s per sample. There were two discordant samples: one due to a co-occurring heterozygous duplication that confounded the tool and the other due to incomplete (TG)<sub>m</sub>T<sub>n</sub> tract detection in the reverse chromatogram. No clinically significant misclassifications were observed. <i>CFTR</i>-TIPS is a free, accurate, and rapid tool for CFTR (TG)<sub>m</sub>T<sub>n</sub> tract genotyping using cost-effective Sanger sequencing. This tool is suitable both for automated use and as an aid to manual review to enhance accuracy and reduce analysis time.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2024-08-05
DOI
https://doi.org/10.3390/ijms25158533
Citations
3
Primary Topic
Cystic Fibrosis Research Advances
Type
article
Field-Weighted Citation Impact
1.26
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Accurate and Automated Genotyping of the CFTR Poly-T/TG Tract with CFTR-TIPS

Qiliang Ding, Sarah Thieke, Linda Hasadsri, Rhonda K. Kuennen et al.
3 citations
International Journal of Molecular Sciences
Cystic Fibrosis Research Advances
1.26
article

Accurate and Automated Genotyping of the CFTR Poly-T/TG Tract with CFTR-TIPS

Qiliang Ding, Sarah Thieke, Linda Hasadsri, Rhonda K. Kuennen, Christopher D Hofich, Tifani B. Kellogg, Kaitlin N. Paxton, Kandelaria M. Rumilla
article en
3 citations

Abstract

Cystic fibrosis is caused by biallelic pathogenic variants in the <i>CFTR</i> gene, which contains a polymorphic (TG)<sub>m</sub>T<sub>n</sub> sequence (the "poly-T/TG tract") in intron 9. While T<sub>9</sub> and T<sub>7</sub> alleles are benign, T<sub>5</sub> alleles with longer TG repeats, e.g., (TG)<sub>12</sub>T<sub>5</sub> and (TG)<sub>13</sub>T<sub>5</sub>, are clinically significant. Thus, professional medical societies currently recommend reporting the TG repeat size when T<sub>5</sub> is detected. Sanger sequencing is a cost-effective method of genotyping the (TG)<sub>m</sub>T<sub>n</sub> tract; however, its polymorphic length substantially complicates data analysis. We developed <i>CFTR</i>-TIPS, a freely available web-based software tool that infers the (TG)<sub>m</sub>T<sub>n</sub> genotype from Sanger sequencing data. This tool detects the (TG)<sub>m</sub>T<sub>n</sub> tract in the chromatograms, quantifies goodness of fit with expected patterns, and visualizes the results in a graphical user interface. It is broadly compatible with any Sanger chromatogram that contains the (TG)<sub>m</sub>T<sub>n</sub> tract ± 15 bp. We evaluated <i>CFTR</i>-TIPS using 835 clinical samples previously analyzed in a CLIA-certified, CAP-accredited laboratory. When operated fully automatically, <i>CFTR</i>-TIPS achieved 99.8% concordance with our clinically validated manual workflow, while generally taking less than 10 s per sample. There were two discordant samples: one due to a co-occurring heterozygous duplication that confounded the tool and the other due to incomplete (TG)<sub>m</sub>T<sub>n</sub> tract detection in the reverse chromatogram. No clinically significant misclassifications were observed. <i>CFTR</i>-TIPS is a free, accurate, and rapid tool for CFTR (TG)<sub>m</sub>T<sub>n</sub> tract genotyping using cost-effective Sanger sequencing. This tool is suitable both for automated use and as an aid to manual review to enhance accuracy and reduce analysis time.

International Journal of Molecular SciencesVol. 25(15)
Mayo Clinic (US)
Openalex Percentile: Top 19%
Cystic Fibrosis Research Advances
1.26
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.