Cleft Patients Research Articles

Data-Driven Decisions: A Systematic Review of Artificial Intelligence and Machine Learning in Cleft Orthognathic Surgery

Introduction: In recent times, there has been a growing interest in the integration of artificial intelligence (AI) and machine learning (ML) into the realm of cleft orthognathic surgery, presenting an exciting avenue for transformative innovations. These technologies offer the promise of optimizing treatment plans, facilitating surgical decision-making, and contributing to a more patient-centric approach. However, a systematic and in-depth exploration of the existing literature is essential to discern the true impact, challenges, and potential future directions of AI and ML in this specialized field. The present systematic review aimed to provide an overview of AI and ML algorithms and their applications in cleft orthognathic surgery. Methodology: A comprehensive search was conducted in databases using MeSH terms and other relevant terms including PubMed, Embase, and Scopus until January 2024. This systematic review was conducted following the preferred reporting items for systematic reviews and meta-analyses (PRISMA) guidelines. Results: The search strategy resulted in a total of 124 articles. After applying the inclusion and exclusion criteria, a total of 5 studies were included for final review. AI has profoundly impacted the prediction of the need for orthognathic surgeries in cleft patients using cephalometric variables with a clinically acceptable accuracy range. Also, provide guidelines to determine the amount and direction of movements of the maxilla and mandible. Conclusions: Understanding the role of AI and ML in cleft orthognathic surgery is paramount for clinicians, researchers, and policymakers alike.AI reduces the work burden of the clinician by eliminating the tedious registration procedures, thereby helping in efficient and automated planning.

Case report: Two cases of Cleft rhinoplasty

The correction of cleft lip nose deformity remains a great challenge for any cleft surgeon. The nose is a prominent part of the face, and any cleft lip repair directs the beholders’ eyes from the deformed lip to the deformed nose, Controversies exist on the timing of rhinoplasty in cleft lip patients and is categorized as primary rhinoplasty performed at the time of cleft lip repair, intermediate rhinoplasty at the age of 5–11 years and definitive rhinoplasty. This article presents two cases of unilateral nasal cleft in two adults treated by secondary rhinoplasty using an open technique. The primary deformity is an imbalance between abnormal muscle insertion and maxillary skeletal hypoplasia. The general characteristics of this deformity are a very short columella, downward rotation of the tip and diminished nasal projection, and treatment of this depressed and hypoplastic bony scaffolding is the secret to successful secondary rhinoplasty. Proponents of delayed nasal repair suggest that altering the cartilages in early nasal repair at the time of lip repair would complicate future corrective nasal surgeries if the primary repair would prove unsatisfactory. However, we know that repositioning the wing cartilage at the same time as closing the lip respects nasal growth by using a rigorous technique and control of scars The aim of cleft lip rhinoplasty is both aesthetic and functional: to obtain a normal nose with nasal breathing.

Perception, attitude, and opinion of parents of cleft lip and palate patients treated with nasoalveolar molding (NAM): A cross-sectional questionnaire study.

The main goal of the nasoalveolar molding (NAM) is to mitigate the initial severity of the cleft, facilitating the subsequent surgical procedures. Nevertheless, the use of the appliance entails high stress levels for families. The aim of this study was to assess the perceptions, attitudes, and opinions of parents whose cleft-affected children underwent treatment using the NAM technique. A cross-sectional questionnaire study was conducted on a cohort of relatives of infants born with cleft lip and palate who were treated with the NAM appliance. The parents completed a 59-item questionnaire that had been previously validated. The initial cohort consisted of 104 families. The level of satisfaction was high, and there was a direct correlation with early diagnosis. Satisfaction levels varied depending on the cleft type, with a decrease in cases of bilateral presentation. Satisfaction was influenced by the newborns' adaptation and the absence of complications. Parents who exhibited lower levels of satisfaction contemplated terminating the treatment. Parents expressed high satisfaction with NAM treatment, due to effective management and understanding. Bilateral clefts and delayed diagnosis can significantly impact satisfaction. These results emphasize the importance of personalized approaches to address challenges in NAM treatment, particularly in instances of bilateral clefts and delayed diagnoses.

"Evaluation of palatal bone regeneration in cleft palate patients following a two-stage palatoplasty using a modified Furlow procedure".

A palatal cleft can be reconstructed using various palatoplasty techniques. Many techniques use local mucoperiosteal flaps to close the hard palate cleft, without closing the underlying bone defect. The purpose of this study was to explore the possibility of spontaneous bone regeneration in the remaining bone defect following a two-stage palatoplasty. Furthermore, the effect of this bone regeneration on transverse maxillary growth was studied. A retrospective study of unilateral cleft lip and palate patients was performed. Cleft size was measured at the hard-soft palate junction on plaster models obtained during palatoplasty. Residual bony cleft was evaluated at the time of alveolar process reconstruction using CBCT images. The presence of crossbites was evaluated through clinical photographs to evaluate transverse maxillary growth. Forty-six patients were included in this study. Thirteen patients (28%) presented with complete ossification of the hard palate at the age of six years. Six patients (13%) had no ossification, while twenty-seven patients (59%) demonstrated partial closure, averaging 75% of the total hard palate length. All patients with complete closure and 89% of patients with partial closure presented without lateral crossbites. Statistical analysis revealed no significant correlation between lateral crossbites and the extent of hard palate ossification (p = 0.4314). 87% of children presented with at least partial ossification of the hard palate after a two-stage palatoplasty, indicating the potential for spontaneous bone regeneration. Importantly, lateral crossbites demonstrated no correlation with palatal ossification (p = 0.1819), suggesting no detrimental impact of regenerated bone on transverse maxillary growth.

Use of De-Epithalialized Flap for Elevating the Alar Base in Patients With Cleft Lip.

Alar base asymmetry is a common problem in cleft lip patients. Caused by a lack of bone support and soft tissue deficiency, it is one of the problems that must be corrected during cleft lip repair. While it is encountered during primary lip repair, it can also be seen as a secondary cleft lip nasal deformity after repair. This study aimed to provide alar base symmetry with a de-epithelialized muscle-skin flap during the primary cleft lip repair of incomplete cleft lip patients and secondary cleft lip deformity repair. In incomplete cleft lip patients, the tissue under the incomplete part is de-epithelialized and elevated as a superiorly based flap. The flap is rotated and sutured under the alar base for the elevation. In secondary patients, scar tissue to be removed is de-epithelialized and elevated as a superiorly based flap. It is turned over and sutured under the alar base for augmentation. The effect of the surgery is monitored during the follow-up period. There were no complications related to the flap, and no volume loss was observed. Using a de-epithelialized musculocutaneous flap, the augmentation of the alar base and nasal sill can be achieved without additional incisions in patients undergoing primary incomplete cleft lip repair and in patients undergoing secondary cleft lip deformity repair. We think it is an effective and safe method, improving the esthetic outcomes of cleft lip patients.

Sociodemographic Influence on the Management of Orofacial Cleft in Urban and Rural Indonesia.

To explore the social experiences of orofacial cleft patients and contextualize sociodemographic influence on management disparities in rural and urban areas of Indonesia. This study explores patients' lives in two demographical settings in South Sulawesi Province, Makassar and Selayar Islands Regency. It employs ethnography, including open-ended interviews and observations of patients, their neighborhoods, schools, and workplaces. Secondary data from the two regencies and South Sulawesi province are employed to demonstrate demographic disparities in patient care between urban and rural areas. Thematic content analysis was performed according to socio-demographical differences and networks involved in the management. This study engaged a diverse group of participants, including patients, family caregivers, medical team members, and patient peers (n = 40), primarily from middle to low-income families. Parents in both regions had limited knowledge about treatment modalities, which resulted in concerns regarding the safety of surgical procedures and the postponement of mandatory surgeries. In rural areas, patients faced significant financial burdens when referred to Makassar. In contrast to parents in Selayar, parents in Makassar prioritized more social interaction to ensure that their children attended school, college, and work. Patients in both settings reported facing various obstacles at different stages of their lives. Sociodemographic conditions contribute to disparities in treatment, social positioning, and self-perception. Promoting education about the safety of medical and rural surgical procedures is vital. Involving patients in public activities and providing support from family caregivers is paramount to nurturing patients' optimistic outlooks.

Acoustic evaluation of voice signal distortion by videoconferencing platforms and devices used in telepractice for cleft palate.

The usefulness and effectiveness of telepractice have been reported in recent years. Treatment of cleft palate patients with compensatory articulation is based on perceptual identification. Telepractice using videoconferencing platforms causes voice signal distortion and impacts auditory-perceptual perception. This study aimed acoustically examine voice signal distortion and determine the optimal videoconferencing platforms, in addition to the phonemes that can be discriminated with the same quality as in face-to-face interactions. ATR503 with 50 phoneme-balanced Japanese speech sentences was used as a reference corpus. Four videoconferencing platforms, -Zoom, Cisco Webex, Skype, and Google Meet, -and five devices, -iPhone, Android, iPad Air, Windows, and MacBook Pro were used as transmission conditions to examine voice signal distortions with the objective measure log-spectral distortion (LSD). Tukey's test was conducted to evaluate the degree of consonant distortion related to voicings (voiceless and voiced), places of articulation (bilabial, alveolar, alveolo-palatal, palatal, velar, labial-velar, and glottal), and manners of articulation (plosive, fricative, affricate, tap or flap, nasal, and approximant). With statistically significant differences, voiced, bilabial, labial-velar, nasal, and plosive consonants exhibited smaller distortions. In contrast, voiceless, alveolo-palatal, fricative, and affricate consonants exhibited larger distortions. Google Meet exhibited the lowest distortion among videoconferencing platforms and MacBook exhibited the lowest distortion among devices. This study provides significant insights into the telepractice strategies with the appropriate videoconferencing platform and device, and useful settings for cleft palate patients with compensatory articulations with respect to acoustics.

Complete Digital Workflow for Manufacturing Presurgical Orthodontic Palatal Plates in Newborns and Infants with Cleft Lip and/or Palate.

Deciding on the implementation or modification of steps in daily clinical care is a nuanced process that demands careful evaluation. This is crucial not only for selecting the most appropriate solution but also for achieving the best treatment outcome. Thus, implementing a workflow for treating cleft lip and/or palate patients with a presurgical orthodontic cleft-covering plate needs to consider objective factors, prioritized from most to least important: safety and quality level, user-friendliness, feasibility, and, finally, efficiency and cost. The goal of this workflow is to integrate CAD/CAM technologies into daily clinical routine to enhance technical and clinical efficiency, reduce the burden of cleft care, and simplify the implementation of these technologies in other facilities. To achieve this, a methodology based on intraoral scanning and additive manufacturing is employed to produce patient-specific passive palatal plates. The approach describes possible pitfalls and their resolution within the routine of a cleft centre, along with an exemplary case scenario. Comparative analysis between the digital workflow and the conventional process demonstrated the digital approach to be safer, higher in quality, more user-friendly, feasible, and cost- and time-effective than the conventional process.

Distribution of Immunomodulation, Protection and Regeneration Factors in Cleft-Affected Bone and Cartilage.

Craniofacial clefts can form a significant defect within bone and cartilage, which can negatively affect tissue homeostasis and the remodeling process. Multiple proteins can affect supportive tissue growth, while also regulating local immune response and tissue protection. Some of these factors, like galectin-10 (Gal-10), nuclear factor kappa-light-chain-enhancer of activated B cells protein 65 (NF-κB p65), heat shock protein 60 (HSP60) and 70 (HSP70) and cathelicidin (LL-37), have not been well studied in cleft-affected supportive tissue, while more known tissue regeneration regulators like type I collagen (Col-I) and bone morphogenetic proteins 2 and 4 (BMP-2/4) have not been assessed jointly with immunomodulation and protective proteins. Information about the presence and interaction of these proteins in cleft-affected supportive tissue could be helpful in developing biomaterials and improving cleft treatment. Two control groups and two cleft patient groups for bone tissue and cartilage, respectively, were organized with five patients in each group. Immunohistochemistry with the semiquantitative counting method was implemented to determine Gal-10-, NF-κB p65-, HSP60-, HSP70-, LL-37-, Col-I- and BMP-2/4-positive cells within the tissue. Factor-positive cells were identified in each study group. Multiple statistically significant correlations were identified. A significant increase in HSP70-positive chondrocytes in cleft patients could indicate that HSP70 might be reacting to stressors caused by the local tissue defect. A significant increase in Col-I-positive osteocytes in cleft patients might indicate increased bone remodeling and osteocyte activity due to the presence of a cleft. Correlations between factors indicate notable differences in molecular interactions within each group.

Three-dimensional Analysis of Skeletal Stability in Cleft Lip and Palate Patients Undergoing Bimaxillary Surgery With Le Fort I Osteotomy and Intraoral Vertical Ramus Osteotomy.

Orthognathic surgery in patients with lip and palate clefts is challenging owing to scar tissue from primary repairs and severe deformities. In this study, we evaluated the stability of Le Fort I osteotomy with intraoral vertical ramus osteotomy (IVRO) in patients with cleft lip and palate using 3-dimensional (3D) analysis. This retrospective study comprised 14 cleft lip and palate patients (3 females, 11 males; the average age at surgery: 23.8y) who underwent bimaxillary orthognathic surgery involving Lefort I osteotomy and IVRO. Cone-beam computed tomography (CBCT) images were obtained at preoperative (T0), 1-month postoperative (T1), and 1-year follow-up (T2) periods. The 3D analysis assessed the transitions and rotations of the maxilla and mandible using a virtual triangle. The maxilla showed stability in all directions at the 1-year follow-up with minimal relapse. The distal segment of the mandible exhibited clinically acceptable anterior (1.15mm relapse) movements and pitch rotation (2.88° counterclockwise relapse) during the first year postoperatively. The proximal mandibular segment underwent anterior-inferior transition (1.21 and 2.01mm, respectively) and lateral-outward rotation (4.90° and 7.51°, respectively) postsurgery, remaining unchanged 1 year postoperation. Le Fort I osteotomy with IVRO provides skeletal stability in patients with cleft lips and palates. This study demonstrated a minimal maxillary relapse and clinically acceptable movements in the distal mandibular segment during the first postoperative year. The proximal mandibular segment moved anteriorly and inferiorly, rotated laterally and outward after surgery, and remained unchanged at the 1-year follow-up.

Multidisciplinary treatment of cleft lip-palate patient: a case report

Multidisciplinary treatment of cleft lip-palate patient: a case report

Maryland bridge for cleft lip palate patients

Maryland bridge for cleft lip palate patients

Nasal Light Reflex: A Useful Intraoperative Tool in Correction of Cleft Lip Nasal Deformity.

The correction of a unilateral cleft lip nasal deformity remains a challenge to cleft surgeons. It is difficult to obtain a routinely predictable outcome. This is in part due to there being no objective intraoperative method to assess the correction. We have come up with a simple objective intraoperative method to plan and assess the correction of the nasal deformity. This is done by assessing the nasal light reflex using a mobile phone camera to define the deformity. The points of the desired correction of the lower lateral cartilage are transposed onto the patient. Once the lip and nose repair is completed, another photograph is taken to assess the nasal light reflex and assess the extent of correction. If this is inadequate, further nasal correction is performed. We have used this procedure in 122 cleft lip patients with 93 complete and 29 incomplete. We have found this to be a useful objective intraoperative method to assist in obtaining improved nasal correction in cleft lip patients. As is well known, relapse of the nose is common in cleft lip repairs, but this method allows one to better gauge the correction at the primary surgery. Nasal light reflex should be added to the armamentarium of cleft surgeons to assist in superior correction of the nose, which is an item that continues to vex these surgeons.

Dynamic and static nasolabial muscle anatomy of unilateral cleft lip adult patients based on magnetic resonance imaging data.

This study aims to obtain a three-dimensional reconstruction model based on magnetic resonance imaging (MRI) data of patients with different degrees of unilateral cleft lip and analyze the anatomy and changes in multiple groups of nasolabial muscles under dynamic and static conditions. One normal person and four adult patients with unilateral cleft lip were included, and MRI was performed under static (upper and lower lips closed naturally) and dynamic (pout and grin) conditions. 3D Slicer software was used to reconstruct the model and draw the anatomic morphology of nasolabial muscles. The distance between the junction (where the muscle merges into the orbicularis oris) of the levator muscle, zygomaticminor muscle, and zygomatic major muscle to the median sagittal plane, the starting point to the junction point, the dynamic and static junction points, and the angle between the connection of dynamic and static junctions and the horizontal plane were measured under three kinds of movements, and the ratio was calculated. In all patients, under dynamic and static conditions, the distance from the muscle junction to the median sagittal plane, their ratios of the cleft side to the non-cleft side were all greater than 1. While the ratio of the distance from the starting point of the muscle to the junction point is less than 1. At static conditions, the two ratios of the same muscle increased gradiently with the severity of the cleft, and the ratio of the zygomatic minor muscle was prominent in the same patient. The ratio of the cleft side to the non-cleft side was greater than 1, and the value for comparison was the angle of the line from the static to the dynamic junction and the horizontal plane. The symmetry of the insertion site of the orbicularis oris and the linear distance of both sides of the muscle are related to muscle and cleft types. The angle of muscle contraction on the cleft side is greater than that on the non-cleft side.

Long-Term Three-Dimensional Morphometric Outcome Study of Nasal Bone in Cleft Patients.

Cleft lip nose deformities are characterized by underlying features in the bony skeleton as well as the soft tissues; however, no previous study has focused on the evaluation of the nasal bone. The aim of this study was to compare nasal bone features among adult patients with unilateral cleft lip with or without cleft palate, those with bilateral cleft lip and palate, and controls. Included in this retrospective study were patients aged ≥16 years with nonsyndromic cleft who underwent long-term orthodontic treatment and controls aged 18-45 years who underwent surgery for jaw deformities at Keio University Hospital. Piriform width, nasal width, and nasomaxillary angle values measured on CT were compared among the groups using the Wilcoxon rank sum test. Nine patients had unilateral cleft lip and alveolar cleft, 19 had unilateral cleft lip and cleft palate, and 14 had bilateral cleft lip and palate (BCLCP). There were 18 controls. Mean piriform width and mean nasomaxillary angle were significantly greater in the BCLCP group than the control group (20.1±2.54mm versus 18.8±1.35mm, P<0.05; and 105.8±8.13 degrees versus 100.4±7.95 degrees, P<0.05, respectively). There was no significant difference in mean nasal width among the groups. Nasal bone morphology was not affected by initial cleft lip alone or by the presence or absence of cleft palate. Patients with bilateral cleft lip and palate have a wider and lower nose than those without cleft deformity and might benefit more from reduction of the bony nasal width than from treatment of the soft tissues.

Cleft lip and palate patients’ quality of life

Cleft lip and palate patients’ quality of life

Impact of Social Vulnerability, Race, and Urbanicity on Early Nutritional Outcomes in Patients With Cleft Palate.

Patients with cleft palate experience early feeding difficulties, resulting in increased hospital utilization due to poor nutritional status. Sociodemographic factors may impact access and outcomes for cleft patients. This study investigates the association of social vulnerability, race, and urbanicity on birth encounter metrics and failure to thrive (FTT) rates for patients with cleft palate. Retrospective data from 2013 to 2023 was queried from Cosmos, a national deidentified database from Epic electronic health record. Birth metrics, the prevalence of FTT, and MyChart activation rates were compared across sociodemographic cohorts based on (1) social vulnerability index (SVI) quartiles, (2) patient race, and (3) USDA Rural-Urban Commuting Area (RUCA) codes using χ2 or Fisher exact tests. There were 92,437 patients diagnosed with cleft palate. Birth weight was lower in socially vulnerable and Black patients (SVI 75%: 101.50±1.57oz; SVI 25%: 106.40±1.85oz; Black: 95.3±2.63oz; White: 104.90±1.02oz; Other: 104.80±2.09oz), and length of stay was longer (SVI 75%: 21±2.39d; SVI 25%: 15±2.18d; Black: 22±4d). FTT related admissions increased with SVI quartile (Q25: 0.19%; Q25-50; 0.29%, Q50-75: 0.34%; Q75: 0.47%; P<0.001). An opposite trend was observed for MyChart activation rates (P<0.001). High SVI and Black patients are susceptible to unfavorable nutritional outcomes. Access disparities, such as direct-to-provider communication systems (ie, MyChart), may contribute. Awareness of social identities, geography, and community may assist in providing individualized care in early life.

Reshaping Faces, Redefining Risks: A Systematic Review of Orthognathic Surgery Outcomes in Cleft Lip and Palate Patients

Background: This study aims to determine a generalized outcome and risk profile for patients undergoing orthognathic surgery for the definitive treatment of cleft lip and palate. Furthermore, we hope to determine the key risk factors that cause increased risk for cleft lip and palate patients undergoing orthognathic surgery. Methods: This study includes a systematic review using PubMed, MEDLINE, Cochrane, and Scopus. Data curation utilized Covidence software, with dual-reviewer screening and conflict resolution by a third party, focusing on publications with the full texts available. Results: The initial search yielded 1697 articles. Following title, abstract, and full-text screening, a total of 62 articles were included in this review. A total of 70.9% of included articles had moderate bias, with the rest having low risk of bias. The sample consisted of 2550 patients with an average age of about 20 years and an average follow-up of 16.8 months. The most employed procedure was Le Fort I osteotomy (99%). In terms of velopharyngeal function, there were notable increases in insufficiency and severity scores, with an average 63% worsening score from the baseline. That being said, patients experienced an average 33% improvement in speech articulation. Furthermore, the average horizontal movement was reported to be 6.09 mm with a subsequent relapse of 0.98 mm overall. Conclusions: This systematic review distills data from 62 articles and 2550 patients. It highlights the efficacy of orthognathic surgery in addressing oropharyngeal and aesthetic deficits. This study identifies relapse and velopharyngeal insufficiency as recurrent complications. These insights inform surgical refinement and patient counseling, laying a foundation for enhanced clinical protocols.

Evaluation of Sphenoid Sinus Variations in Cleft Lip and Palate Patients: A Comprehensive Cone Beam Computed Tomography Analysis.

This study aims to compare sphenoid sinus variations between unilateral and bilateral cleft lip and palate (CLP) patients and healthy controls using CBCT images. It is notable for its large sample size and comparison of unilateral and bilateral cleft patients, cleft and noncleft sides, and different age groups. Retrospective cohort study. University Hospital. CBCT images of 97 CLP patients (76 unilateral, 21 bilateral) and 97 healthy controls were evaluated.Main Outcome Measures: Sphenoid sinus main types, sellar subtypes, clival, and lateral extensions were assessed for all groups. A significant increase in the anterior type was observed in both unilateral and bilateral CLP groups. The bilateral CLP group had a higher prevalence of the lesser wing type. In CLP and control groups, lesser wing, combined type, and lateral type were statistically significantly lower under 13 years of age. The study highlights an elevated prevalence of anterior pneumatization in unilateral and bilateral CLP individuals, emphasizing its significance in surgery planning due to proximity to critical structures like the optic nerve and sphenopalatine artery. The increased prevalence of the lesser wing type in bilateral CLP patients requires extra caution during anterior clinoidectomy. Lower pneumatization rates in CLP patients under 13 suggest their sphenoid sinus development is similar to that of healthy individuals. Understanding these variations is crucial for appropriate surgical planning and avoiding complications during transsphenoidal surgery.

A 37-year follow-up after Skoog lip repair of unilateral cleft lip and palate: what is the long-term verdict on lip appearance by different panels?

BackgroundThe study examined long-term lip appearance after Skoog’s lip repair in unilateral cleft, lip, and palate (UCLP) patients. To include different views, three different panels respectively, rated level of lip appearance and desire for improvement. The secondary aim was to investigate the correlation between the self-reported satisfaction of UCLP patients and controls with the panel assessments.MethodsCropped frontal photographs of the lips of 74 UCLP-treated individuals and 61 non-cleft individuals were assessed twice by three panels of five cleft surgeons (Professional panel), nine laymen (Layman panel), and five individuals with CLP (Cleft panel) using a web-based platform, at a mean follow-up of 37 years post-lip surgery.ResultsAll three panels rated the lip appearance of UCLP patients worse than that of the controls (p < 0.001). The Professional panel reported higher satisfaction levels and less desire to change lip appearance than the Layman and Cleft panels. Intra-rater agreements were, in general, moderate in the Professional panel ICC (0.57–0.82) and Laymen panel ICC (0.63–0.73) and poor in the Cleft panel ICC (0.21–0.36). The inter-rater agreement was, in general, poor in all panels. No significant correlation was found between the patient’s Self-assessments and any of the panel assessments.ConclusionsAll panels’ rated lip appearance of adults born with UCLP treated with Skoog’s technique as worse than that of non-cleft controls. The study highlights a significant discrepancy between the Professional panel’s more favorable assessment and the more critical views of the laymen and cleft panels, contradicting the initial hypothesis of uniform perception across panels. The lack of correlation between patient self-assessment and panel assessments underscores the subjective nature of lip satisfaction, emphasizing the need for personalized patient care strategies in CLP treatment outcomes.Level of evidenceNot gradable.