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Record W3209390634 · doi:10.1101/2021.10.23.21265405

Molecular epidemiological characteristics of <i>Mycobacterium abscessus</i> complex in non-cystic fibrosis patients in Japan and Taiwan

2021· preprint· en· W3209390634 on OpenAlexfundno aff
Mitsunori Yoshida, Jung‐Yien Chien, Kozo Morimoto, Takeshi Kinjo, Akio Aono, Yoshiro Murase, Keiji Fujiwara, Yuta Morishige, Hiroaki Nagano, Ruwen Jou, Naoki Hasegawa, Manabu Ato, Yoshihiko Hoshino, Po‐Ren Hsueh, Satoshi Mitarai

Bibliographic record

VenuemedRxiv · 2021
Typepreprint
Languageen
FieldMedicine
TopicMycobacterium research and diagnosis
Canadian institutionsnot available
FundersNational Taiwan UniversityNational Taiwan University HospitalKeio UniversityInstitute of GeneticsJapan Agency for Medical Research and Development
KeywordsMycobacterium abscessusclone (Java method)Cystic fibrosisBiologySubspeciesMicrobiologyMycobacteriumEpidemiologyGeneticsGeneMedicinePathologyBacteriaZoology

Abstract

fetched live from OpenAlex

Abstract Mycobacterium abscessus complex (MABC) is an emerging non-tuberculous mycobacterium (NTM). Specific MABC clones are reportedly spreading globally in cystic fibrosis (CF) patients, however, associated genomic epidemiology studies are lacking in East Asia. Analysis of whole-genome sequencing data for MABC isolates from 220 pre-treatment, non-CF patients in Japan and Taiwan revealed that 112/220, 105/220, and 3/220 were M. abscessus subsp. abscessus (ABS), M. abscessus subsp. massiliense (MAS), and M. abscessus subsp. bolletii (BOL), respectively. No significant differences in subspecies composition were noted based on location. Moreover, >50% of ABS and >70% of MAS were related to four predominant clones in the region. Known mutations conferring acquired macrolide resistance were rare (1.4%) and not enriched in the predominant clones. Conversely, the macrolide-susceptible erm (41) T28C mutation was significantly enriched in one predominant ABS clone. The most predominant ABS clone was genetically related to the dominant circulating clone (DCC). Hence, we have clarified the relationship between the predominant clones in Japan and Taiwan, and those reported in the international CF patient community. Our results provide insights regarding the genetic characteristics of globally dominant and area-specific strains isolated from patients with or without CF, as well as differences between globally spread and regionally-specific strains.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.296
Teacher spread0.271 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2021
Admission routes1
Has abstractyes

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