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BronchoscopyNCT07718451

Randomized Controlled Trial of Multi-Patient CT-Derived Digital Twin Anatomical Variability Training to Shorten the Clinical Learning Curve for Bronchoscopy

A study testing Multi-patient CT-derived digital twin anatomical variability training and Anatomically uniform standard-model bronchoscopy simulation training in people with Bronchoscopy and Learning Curves and Outcomes of Simulation-based Training, run by Gang Hou at 1 site in China.

Recruiting

Looking for participants now. Contact the study team or a site below to ask about taking part.

Sites and contacts
Official record
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Trial summary

This study aims to determine whether multi-patient CT-derived digital twin anatomical variability training can shorten the early clinical learning curve of novice bronchoscopists compared with conventional anatomically uniform bronchoscopy simulation training. Read more about this study

Who is it for?
Ages 18 to 75 years
What is being tested?
Multi-patient CT-derived digital twin anatomical variability training and Anatomically uniform standard-model bronchoscopy simulation training
Could I receive a placebo?
Yes, some participants may receive a placebo
How many people
110 participants
Where
1 siteChina
Study dates
20 May 2026to 30 Dec 2027
Phase
Interventional
Are there results?
Not yet: the study is under way

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 18 to 75 years
  • All sexes
  • No healthy volunteers
  • Adult, Older adult

Who may be able to join

  • Trainee Participants:
  • Residents, fellows, or specialty trainees in pulmonary medicine, critical care medicine, thoracic surgery, anesthesiology, or related specialties whose training programs require flexible bronchoscopy training.
  • Previously performed ≤5 flexible bronchoscopies as primary operator.
  • No prior formal bronchoscopy simulation training course experience.
  • Able and willing to provide written informed consent and permit use of training logs, procedural videos, Ontario Bronchoscopy Assessment Tool (OBAT) scores, and clinical learning curve data for research purposes.
  • Patient Participants:
Show all 10Show fewer
  • Age ≥18 years.
  • Scheduled to undergo elective low-risk or low-to-moderate-risk diagnostic flexible bronchoscopy.
  • Clinically suitable for supervised novice-performed airway inspection, bronchoalveolar lavage, simple brushing, or other low-risk sampling procedures considered safe by the supervising bronchoscopist.
  • Able to understand and provide written informed consent and willing to complete pre-procedure anxiety and post-procedure experience questionnaires.

Who cannot join

  • Trainee Participants:
  • Previously performed >5 flexible bronchoscopies or previously completed a structured bronchoscopy simulation training program.
  • Planned departure from the training program during the study period or anticipated inability to complete follow-up through at least clinical cases 1-30.
  • Unable to participate in simulation training or unwilling to permit procedural video recording.
  • Significant additional bronchoscopy training exposure outside the study protocol; such cases may not necessarily be excluded but will be documented and addressed in sensitivity analyses.
  • Patient Participants:
Show all 10Show fewer
  • Emergency bronchoscopy, intubated intensive care unit patients, severe hypoxemia, or significant hemodynamic instability.
  • Therapeutic bronchoscopy, complex central airway stenosis, high bleeding risk, procedures requiring advanced interventional techniques, or cases considered unsuitable for novice participation.
  • Complex sampling procedures such as EBUS-TBNA, transbronchial lung biopsy, or cryobiopsy will not be included in the primary endpoint case set and may be analyzed separately as exploratory subgroups or in future studies.
  • Refusal of trainee participation or refusal of procedural recording and/or questionnaire completion.

Trial locations and contacts

1 site in 1 country. Contact the study team or a site near you to ask about taking part.

China1 site, 1 recruiting
  • China-Japan Friendship Hospital

    Beijing, Beijing Municipality, 100029

    Gang Hou, PhD, +86 13840065481, hougangcmu@163.com

    Run Tong, PhD, +86 15201507091, tong-run@hotmail.com

    Recruiting

Other trials in China

About this study

This study aims to determine whether multi-patient CT-derived digital twin anatomical variability training can shorten the early clinical learning curve of novice bronchoscopists compared with conventional anatomically uniform bronchoscopy simulation training.

Read the detailed description

The goal of this randomized controlled clinical trial is to determine whether multi-patient CT-derived digital twin anatomical variability training can shorten the early clinical learning curve of novice bronchoscopists compared with conventional anatomically uniform bronchoscopy simulation training. The study will enroll novice trainees in pulmonary medicine, critical care, thoracic surgery, anesthesiology, or related specialties who have performed ≤5 flexible bronchoscopies and have no prior formal bronchoscopy simulation training.

The main questions it aims to answer are: Whether multi-patient CT-derived digital twin anatomical variability training improves the early clinical learning curve during the first 1-30 supervised real-patient flexible bronchoscopies, as assessed by the Ontario Bronchoscopy Assessment Tool (OBAT) technical-diagnostic subscore.

Participants will:

  1. Complete baseline assessments, including prior experience, theoretical knowledge testing, confidence evaluation, and spatial ability assessment.
  2. Be randomized to either: Multi-patient CT-derived digital twin anatomical variability training, or Anatomically uniform standard-model bronchoscopy simulation training.
  3. Undergo standardized bronchoscopy simulation training with equal training duration, feedback intensity, hardware platform, and instructor supervision.
  4. Perform standardized post-training simulation transfer tests using previously unseen CT-derived airway models.
  5. Perform supervised real-patient low-risk diagnostic flexible bronchoscopies during clinical training.
  6. Undergo repeated competency assessments using the Ontario Bronchoscopy Assessment Tool (OBAT), procedural efficiency metrics, and safety evaluations.

Real-patient participants undergoing low-risk diagnostic bronchoscopy will also complete peri-procedural questionnaires evaluating anxiety, discomfort, cough/choking sensation, satisfaction, and willingness to undergo repeat bronchoscopy.

Being tested
Multi-patient CT-derived digital twin anatomical variability training, Anatomically uniform standard-model bronchoscopy simulation training
Keywords
bronchoscopy, learning curve

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • Multi-patient CT-derived digital twin anatomical variability trainingOther

    Participants assigned to this intervention receive bronchoscopy simulation training using multiple patient-specific CT-derived digital twin airway models representing diverse bronchial anatomical patterns and variations. The training is designed to expose novice bronchoscopists to realistic inter-patient anatomical variability, with standardized instructor feedback, repeated navigation practice, and progressive procedural tasks aimed at improving adaptability, airway recognition, navigation efficiency, and early clinical bronchoscopy performance.

  • Anatomically uniform standard-model bronchoscopy simulation trainingOther

    Participants assigned to the control intervention receive bronchoscopy simulation training using a conventional anatomically uniform standard airway model without substantial anatomical variation between cases. Training duration, instructor supervision, and procedural objectives are standardized to match the intervention group, focusing on basic bronchoscopy handling, airway navigation, and procedural technique within a fixed and repetitive anatomical environment

Study groups in NCT07718451
Study groupRoleWhat they receive
Multi-patient CT-derived digital twin anatomical variability trainingActive comparatorParticipants assigned to this intervention receive bronchoscopy simulation training using multiple patient-specific CT-derived digital twin airway models representing diverse bronchial anatomical patterns and variations. The training is designed to expose novice bronchoscopists to realistic inter-patient anatomical variability, with standardized instructor feedback, repeated navigation practice, and progressive procedural tasks aimed at improving adaptability, airway recognition, navigation efficiency, and early clinical bronchoscopy performance.
Receives: Other: Multi-patient CT-derived digital twin anatomical variability training
Anatomically uniform standard-model bronchoscopy simulation training.Placebo comparatorParticipants assigned to the control intervention receive bronchoscopy simulation training using a conventional anatomically uniform standard airway model without substantial anatomical variation between cases. Training duration, instructor supervision, and procedural objectives are standardized to match the intervention group, focusing on basic bronchoscopy handling, airway navigation, and procedural technique within a fixed and repetitive anatomical environment.
Receives: Other: Anatomically uniform standard-model bronchoscopy simulation training

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Early clinical bronchoscopy performance measured by Ontario Bronchoscopy Assessment Tool (OBAT) technical-diagnostic subscore

    The primary outcome is the normalized partial area under the clinical learning curve across each trainee's first 30 consecutive eligible supervised diagnostic flexible bronchoscopies. The outcome is based on the Ontario Bronchoscopy Assessment Tool (OBAT) technical-diagnostic subscore, comprising items 3-10 and ranging from 8 to 40 points. The normalized partial area under the curve represents the time-averaged performance across procedures 1-30; higher values indicate better early clinical performance.

    Measured: From the first eligible supervised clinical bronchoscopy through the 30th eligible supervised clinical bronchoscopy, up to 12 weeks after randomization.

Secondary outcomes (10)
  1. Time to early clinical competence

    Number of eligible supervised diagnostic flexible bronchoscopies required for a trainee to achieve early clinical competence. Early clinical competence is achieved on the second of two consecutive eligible procedures in which all of the following criteria are met: (1) the Ontario Bronchoscopy Assessment Tool technical-diagnostic subscore (items 3-10) is at least 32/40; (2) each technical-diagnostic item is scored at least 3/5; (3) no supervisor takeover occurs; and (4) no prespecified safety composite event occurs, including clinically significant hypoxemia requiring intervention or persistent hypoxemia, significant bleeding, early procedure termination, escalation of emergency care, or unplanned supervisor takeover for safety or quality concerns. Participants who do not achieve early clinical competence will be censored at their 30th eligible procedure.

    Measured: From the first eligible supervised diagnostic flexible bronchoscopy to achievement of early clinical competence, assessed through the 30th eligible procedure, up to 12 weeks after randomization.

  2. Overall Clinical Competence Assessed by the Total Ontario Bronchoscopy Assessment Tool Score

    Time-averaged total OBAT score across the first 30 eligible supervised clinical bronchoscopies. The total OBAT contains 12 items, each scored from 1 to 5, and evaluates preprocedure planning, sedation and monitoring, technical performance, diagnostic performance, postprocedure management, and communication.

    Measured: From the first eligible supervised clinical bronchoscopy through the 30th eligible supervised clinical bronchoscopy, up to 12 weeks after randomization.

  3. Diagnostic Completeness During Transfer Testing

    Proportion of the 18 segmental bronchi entered or clearly identified during a standardized post-training assessment on an unfamiliar CT-derived simulated airway model.

    Measured: Immediately after completion of the simulation-training curriculum.

  4. structured Progression During Transfer Testing

    Number of correct transitions from one bronchial segment to the next anatomically appropriate adjacent segment during a standardized assessment on an unfamiliar CT-derived simulated airway model. Scores range from 0 to 18; higher scores indicate more systematic airway inspection.

    Measured: Immediately after completion of the simulation-training curriculum.

  5. Procedure Time and Atraumatic Scope-Control Metrics During Transfer Testing

    Total task completion time, mean intersegmental time, and simulator-recorded wall-contact, red-screen, or loss-of-visualization metrics during assessment on an unfamiliar CT-derived simulated airway model.

    Measured: Immediately after completion of the simulation-training curriculum.

  6. Technical Performance Assessed by the Bronchoscopy Global Rating Scale, Bronchoscopy Step-by-Step Evaluation Tool, and Bronchoscopy Skills and Tasks Assessment Tool

    Technical performance during a standardized transfer assessment on an unfamiliar CT-derived simulated airway model will be independently scored by blinded assessors using the Bronchoscopy Global Rating Scale (BGRS), Bronchoscopy Stepwise Evaluation Tool (BSET), and the abbreviated Bronchoscopy Skills and Tasks Assessment Tool (BSTAT).

    The BGRS ranges from 0 to 39 points and assesses segmental-anatomy identification, bronchoscope manipulation, task performance, and posture/hand position. The BSET ranges from 0 to 100 points and comprises the 39-point BGRS and the 61-point Bronchoscopy Exercises Rating Scale; it assesses global bronchoscopy performance and completion of progressively more difficult airway-navigation exercises. The abbreviated BSTAT ranges from 0 to 24 points and assesses technical bronchoscopy skills during the standardized simulation assessment.

    For all three instruments, higher scores indicate better technical performance. BGRS, BSET, and abbreviated BSTAT scores wi

    Measured: Immediately after completion of the simulation-training curriculum, during the standardized transfer assessment on an unfamiliar CT-derived airway model.

  7. Supervisor Prompting, Takeover, and Safety-Process Events

    Number of verbal prompts, supervisor takeover, procedure interruption, additional sedation, and prespecified safety composite events during eligible supervised clinical bronchoscopies. The safety composite includes clinically significant hypoxemia requiring intervention or persistent hypoxemia, significant bleeding, early termination, escalation of emergency care, or unplanned supervisor takeover for safety or quality.

    Measured: During each eligible supervised clinical bronchoscopy through completion of immediate postprocedure monitoring.

  8. Extended Clinical Learning-Curve Performance

    Normalized partial area under the learning curve for the OBAT technical-diagnostic subscore during eligible supervised clinical bronchoscopies 31-50.

    Measured: Procedures 31-50 after the first eligible supervised clinical bronchoscopy, up to 18 months after randomization.

  9. Patient-Reported Overall Discomfort After Clinical Bronchoscopy

    Patient-reported overall discomfort measured using a 0-10 visual analog scale, where 0 indicates no discomfort and 10 indicates the worst imaginable discomfort.

    Measured: On the day of bronchoscopy, after recovery from sedation and before discharge from the bronchoscopy unit.

  10. Patient-Reported Coughing and Choking Sensation After Clinical Bronchoscopy

    Patient-reported coughing and choking sensation measured using prespecified 0-10 visual analog scales or prespecified Likert scales. Higher scores indicate worse symptoms.

    Measured: On the day of bronchoscopy, after recovery from sedation and before discharge from the bronchoscopy unit.

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted22 Jul 2026
  2. Study start20 May 2026
  3. Primary completion30 Dec 2027 (estimated)
  4. Study completion30 Dec 2027 (estimated)

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Interventional
Phase
Phase N/A
Primary purpose
Health services research
Allocation
Randomised
Intervention model
Parallel groups
Model description
This is a parallel-group randomized controlled trial in which novice bronchoscopists are assigned to either multi-patient CT-derived digital twin anatomical variability simulation training or standard anatomically uniform bronchoscopy simulation training. Each participant receives only one type of training. The intervention groups are balanced in duration, instructor supervision, and hardware platform. Following simulation, participants perform supervised real-patient flexible bronchoscopies, and learning curves, procedural efficiency, competency, and patient-centered outcomes are assessed over the first 30 clinical cases, with extended follow-up for exploratory analysis. This design allows comparison of early clinical skill acquisition and patient experience between the two training methods.
Masking
Double blind
Who is masked
Investigator, Outcomes assessor
Enrolment
110 participants (estimated)
IDs, dates and publications
ClinicalTrials.gov ID
NCT07718451
Sponsor's protocol ID
2024-KY-095
Status last verified
May 2026
First submitted
11 Jul 2026
Last updated
22 Jul 2026
Results posted
No
Data monitoring committee
Yes
FDA-regulated drug
No
FDA-regulated device
No
Individual data sharing
Yes

Publications

  • Ost D, DeRosiers A, Britt EJ, Fein AM, Lesser ML, Mehta AC. Assessment of a bronchoscopy simulator. Am J Respir Crit Care Med. 2001 Dec 15;164(12):2248-55. doi: 10.1164/ajrccm.164.12.2102087.

    PubMed 11751195
  • Kennedy CC, Maldonado F, Cook DA. Simulation-based bronchoscopy training: systematic review and meta-analysis. Chest. 2013 Jul;144(1):183-192. doi: 10.1378/chest.12-1786.

    PubMed 23370487
  • Davoudi M, Osann K, Colt HG. Validation of two instruments to assess technical bronchoscopic skill using virtual reality simulation. Respiration. 2008;76(1):92-101. doi: 10.1159/000126493. Epub 2008 Apr 11.

    PubMed 18408359
  • Cold KM, Svendsen MBS, Bodtger U, Nayahangan LJ, Clementsen PF, Konge L. Using structured progress to measure competence in flexible bronchoscopy. J Thorac Dis. 2020 Nov;12(11):6797-6805. doi: 10.21037/jtd-20-2181.

    PubMed 33282381
  • Deng M, Li F, Tang F, Chen W, Wang F, Tang CL, Tong R, Yang Z, Xu W, Zhang N, Xia Y, Li S, Herth FJF, Hou G. Digital twin-based bronchoscopy simulator improves training performance and skill retention of novices: a randomised controlled study. Thorax. 2026 Apr 16;81(5):483-491. doi: 10.1136/thorax-2025-223147.

    PubMed 41207791
  • Voduc N, Adamson R, Kashgari A, Fenton M, Porhownick N, Wojnar M, Sharma K, Gillson AM, Chung C, McConnell M. Development of Learning Curves for Bronchoscopy: Results of a Multicenter Study of Pulmonary Trainees. Chest. 2020 Dec;158(6):2485-2492. doi: 10.1016/j.chest.2020.06.046. Epub 2020 Jul 3.

    PubMed 32622822
  • Voduc N, Dudek N, Parker CM, Sharma KB, Wood TJ. Development and Validation of a Bronchoscopy Competence Assessment Tool in a Clinical Setting. Ann Am Thorac Soc. 2016 Apr;13(4):495-501. doi: 10.1513/AnnalsATS.201508-548OC.

    PubMed 26862890

Questions about this trial

What is this clinical trial studying?

A study testing Multi-patient CT-derived digital twin anatomical variability training and Anatomically uniform standard-model bronchoscopy simulation training in people with Bronchoscopy and Learning Curves and Outcomes of Simulation-based Training, run by Gang Hou at 1 site in China.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 10 inclusion and 10 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: looking for participants now, as of the sponsor's last update on 22 Jul 2026. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 1 site in China. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. Some participants in this study may receive a placebo. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

This study is still under way. Results are not available in the source record yet.

How can a doctor refer a patient or contact the research team?

Contact Gang Hou, PhD (+86 13840065481, hougangcmu@163.com), or a site near the patient. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Early clinical bronchoscopy performance measured by Ontario Bronchoscopy Assessment Tool (OBAT) technical-diagnostic subscore (time frame: From the first eligible supervised clinical bronchoscopy through the 30th eligible supervised clinical bronchoscopy, up to 12 weeks after randomization.). It is what the study was designed to measure, not a finding.

Where can I read the original study information?

On the ClinicalTrials.gov record for NCT07718451, which also lists 7 linked publications.

Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 22 Jul 2026.

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