The Pakistan Palatal Fistula Difficulty Index (PPFDI): Development and Initial Validation of a Novel Scoring Index for Surgical Complexity and Referral Guidance
Palatal fistulae remain the most common complication following cleft palate repair, with recent studies reporting incidence rates ranging from 2% to 35%. Existing classification systems offer limited guidance on surgical complexity or referral pathways. This study developed and validated the Pakistan Palatal Fistula Difficulty Index (PPFDI), a novel scoring system designed to quantify fistula complexity based on 6 domains: location, size, configuration, number of fistulae, recurrence history, and velopharyngeal function. A 3-tiered framework was proposed to guide referral based on complexity level and surgeon experience. Each domain was scored on a 3-point ordinal scale, yielding a total score range of 6 to 18. Content and face validity were established through a modified Delphi process involving 30 expert cleft surgeons, with all 6 domains achieving ≥70% agreement. Inter-rater reliability was assessed using standardized, anonymized clinical case files (n=30) independently scored by 4 senior cleft surgeons. The PPFDI demonstrated strong inter-rater reliability (ICC=0.87, 95% CI: 0.87-0.95), with domain-specific ICCs ranging from 0.78 to 0.92. The mean PPFDI score was 11.1 (SD=2.9), with 43.3% of cases classified as high complexity (score ≥12). Agreement between PPFDI-informed referral tier and clinician-determined referral need was 91.7% (Cohen kappa=0.81), indicating excellent alignment. The PPFDI offers a reliable and clinically meaningful method to stratify palatal fistula complexity and may support more structured decision-making in both low-resource and high-resource settings. Further validation through multicenter studies and correlation with surgical outcomes is warranted to confirm its broader clinical applicability.
Authors
- Marshall G Miles
- Samra Bokhari
- Ghulam Qadir Fayyaz (ORCID: https://orcid.org/0009-0003-3615-3586)
- Jesse A. Taylor (ORCID: https://orcid.org/0000-0003-2827-5471)
- Muhammad Mustehsan Bashir (ORCID: https://orcid.org/0000-0001-6943-7583)
- Corstiaan C. Breugem (ORCID: https://orcid.org/0000-0003-3587-7489)
- Asma Khalid (ORCID: https://orcid.org/0000-0001-9954-8890)
- Phuong Nguyen (ORCID: https://orcid.org/0000-0002-6352-7980)
- Peter J. Taub (ORCID: https://orcid.org/0000-0001-7305-2985)
- Muhammad Sohail (ORCID: https://orcid.org/0000-0001-7398-2891)
- Marvee Turk (ORCID: https://orcid.org/0009-0008-2406-6860)
- Muhammad Daiem
- Muhammad A. Mustehsan
Institutions
- University of Southern California (US)
- Lehigh Valley Hospital-Pocono (US)
- Children's Hospital of Philadelphia (US)
- King Edward Medical University (PK)
- University of Karachi (PK)
- Lahore General Hospital (PK)
- Operation PAR (US)
- Children's Hospital Colorado (US)
- Amsterdam Neuroscience (NL)
- National Institute of Child Health (PK)
- University of Amsterdam (NL)
- University of Colorado Denver (US)
- Icahn School of Medicine at Mount Sinai (US)
Publication Details
- Journal
- Journal of Craniofacial Surgery
- Published
- 2025-09-23
- DOI
- https://doi.org/10.1097/scs.0000000000011991
- Citations
- 1
- Primary Topic
- Cleft Lip and Palate Research
- Type
- article
- Field-Weighted Citation Impact
- 1.82