Del1 Is a Growth Factor for Skeletal Progenitor Cells in the Fracture Callus.

Failure to properly form bone or integrate surgical implants can lead to morbidity and additional surgical interventions in a significant proportion of orthopedic surgeries. While the role of skeletal stem cells (SSCs) in bone formation and repair is well-established, very little is known about the factors that regulate the downstream Bone, Cartilage, Stromal, Progenitors (BCSPs). BCSPs, as transit amplifying progenitor cells, undergo multiple mitotic divisions to expand the pool of lineage committed progenitors allowing stem cells to preserve their self-renewal and stemness. Del1 is a protein widely expressed in the skeletal system, but its deletion led to minimal phenotype changes in the uninjured mouse. In this paper, we demonstrate that Del1 is a key regulator of BCSP expansion following injury. In Del1 knockout mice, there is a significant reduction in the number of BCSPs which leads to a smaller callus and decreased bone formation compared with wildtype (WT) littermates. Del1 serves to promote BCSP proliferation and prevent apoptosis in vivo and in vitro. Moreover, exogenous Del1 promotes proliferation of aged human BCSPs. Our results highlight the potential of Del1 as a therapeutic target for improving bone formation and implant success. Del1 injections may improve the success of orthopedic surgeries and fracture healing by enhancing the proliferation and survival of BCSPs, which are crucial for generating new bone tissue during the process of bone formation and repair.

Diagnostic and Prognostic Deep Learning Applications for Histological Assessment of Cutaneous Melanoma.

Melanoma is among the most devastating human malignancies. Accurate diagnosis and prognosis are essential to offer optimal treatment. Histopathology is the gold standard for establishing melanoma diagnosis and prognostic features. However, discrepancies often exist between pathologists, and analysis is costly and time-consuming. Deep-learning algorithms are deployed to improve melanoma diagnosis and prognostication from histological images of melanoma. In recent years, the development of these machine-learning tools has accelerated, and machine learning is poised to become a clinical tool to aid melanoma histology. Nevertheless, a review of the advances in machine learning in melanoma histology was lacking. We performed a comprehensive literature search to provide a complete overview of the recent advances in machine learning in the assessment of melanoma based on hematoxylin eosin digital pathology images. In our work, we review 37 recent publications, compare the methods and performance of the reviewed studies, and highlight the variety of promising machine-learning applications in melanoma histology.

Sexually dimorphic estrogen sensing in skeletal stem cells controls skeletal regeneration.

Sexually dimorphic tissues are formed by cells that are regulated by sex hormones. While a number of systemic hormones and transcription factors are known to regulate proliferation and differentiation of osteoblasts and osteoclasts, the mechanisms that determine sexually dimorphic differences in bone regeneration are unclear. To explore how sex hormones regulate bone regeneration, we compared bone fracture repair between adult male and female mice. We found that skeletal stem cell (SSC) mediated regeneration in female mice is dependent on estrogen signaling but SSCs from male mice do not exhibit similar estrogen responsiveness. Mechanistically, we found that estrogen acts directly on the SSC lineage in mice and humans by up-regulating multiple skeletogenic pathways and is necessary for the stem cell's ability to self- renew and differentiate. Our results also suggest a clinically applicable strategy to accelerate bone healing using localized estrogen hormone therapy.

Machine-learning algorithm to predict multidisciplinary team treatment recommendations in the management of basal cell carcinoma.

BACKGROUND: Basal cell carcinoma (BCC) is the most common human cancer. Facial BCCs most commonly occur on the nose and the management of these lesions is particularly complex, given the functional and complex implications of treatment. Multidisciplinary team (MDT) meetings are routinely held to integrate expertise from dermatologists, surgeons, oncologists, radiologists, pathologists and allied health professionals. The aim of this research was to develop a supervised machine-learning algorithm to predict MDT recommendations for nasal BCC to potentially reduce MDT caseload, provide automatic decision support and permit data audit in a health service context. METHODS: The study population included all consecutive patients who were discussed at skin cancer-specialised MDT (SSMDT) with a diagnosis of nasal BCC between January 1, 2015 and December 31, 2015. We conducted analyses for gender, age, anatomical location, histological subtype, tumour size, tumour recurrence, anticoagulation, pacemaker, immunosuppressants and therapeutic modalities (Mohs surgery, conventional excision or radiotherapy). We used S-statistic computing language to develop a supervised machine-learning algorithm. RESULTS: We found that 37.5% of patients could be reliably predicted to be triaged to Mohs micrographic surgery (MMS), based on tumour location and age. Similarly, the choice of conventional treatment (surgical excision or radiotherapy) by the MDT could be reliably predicted based on the patient's age, tumour phenotype and lesion size. Accordingly, the algorithm reliably predicted the MDT decision outcome of 45.1% of nasal BCCs. CONCLUSIONS: Our study suggests that the machine-learning approach is a potentially useful tool for predicting MDT decisions for MMS vs conventional surgery or radiotherapy for a significant group of patients. We suggest that utilising this algorithm gives the MDT more time to consider more complex patients, where multiple factors, including recurrence, financial costs and cosmetic outcome, contribute to the final decision, but cannot be reliably predicted to determine that outcome. This approach has the potential to reduce the burden and improve the efficiency of the specialist skin MDT and, in turn, improve patient care, reduce waiting times and reduce the financial burden. Such an algorithm would need to be updated regularly to take into account any changes in patient referral patterns, treatment options or local clinical expertise. CLINICAL TRIAL REGISTRATION: lPLAS_20-21_A08.

Towards clinical application of tissue engineering for erectile penile regeneration.

Penile wounds after traumatic and surgical amputation require reconstruction in the form of autologous tissue transfers. However, currently used techniques are associated with high infection rates, implant erosion and donor site morbidity. The use of tissue-engineered neocorpora provides an alternative treatment option. Contemporary tissue-engineering strategies enable the seeding of a biomaterial scaffold and subsequent implantation to construct a neocorpus. Tissue engineering of penile tissue should focus on two main strategies: first, correcting the volume deficit for structural integrity in order to enable urinary voiding in the standing position and second, achieving erectile function for sexual activity. The functional outcomes of the neocorpus can be addressed by optimizing the use of stem cells and scaffolds, or alternatively, the use of gene therapy. Current research in penile tissue engineering is largely restricted to rodent and rabbit models, but the use of larger animal models should be considered as a better representation of the anatomical and physiological function in humans. The development of a cell-seeded scaffold to achieve and maintain erection continues to be a considerable challenge in humans. However, advances in penile tissue engineering show great promise and, in combination with gene therapy and surgical techniques, have the potential to substantially improve patient outcomes.

Pediatric Facial Trauma.

Pediatric facial fracture management is often complex and demanding. The structure and topography of the pediatric craniofacial skeleton are profoundly different from the mature skull. Consequently, the pediatric facial skeleton responds differently to traumatic force. Although the incidence of pediatric facial trauma is higher than in the adult population, the incidence of facial fracture is significantly lower. The management in younger patients is often more conservative because of potential growth impairment. As the facial skeleton matures, more conventional surgical approaches become appropriate. This review provides an understanding of the unique elements of facial fracture management in the pediatric population.

Assessing the Compliance of Randomized Controlled Trials Published in Craniofacial Surgery Journals With the CONSORT Statement.

BACKGROUND: Randomized controlled trials (RCTs) are gold standard assessments for healthcare interventions. The Consolidated Standards of Reporting Trials (CONSORT) statement was published to maximize RCT reporting transparency. The authors conducted a systematic review to assess current compliance of RCTs published within craniofacial surgery with the CONSORT statement. METHODS: The Thomson Reuters Impact Factor Report 2016 was consulted to identify craniofacial surgery journals. PubMed was used to search for recent RCTs published within the 5 journals identified. Two independent researchers assessed each study for inclusion and performed data extraction. The primary outcome was compliance of each RCT with the CONSORT statement. Secondary outcomes were the pathology and interventions examined, impact factor, multi-versus-single center, number of authors, and publication date. RESULTS: Eighty-six studies met the inclusion criteria, across which a median of 56% (range 33%-94%) applicable CONSORT items were reported. The 5 least reported items were: trial design (3a); registration number and name of trial registry (23); who generated random allocation sequences, enrolled participants, and assigned participants to interventions (10); sample size determination (7a); mentioning "randomized trial" in the title (1a). CONCLUSION: The compliance of craniofacial surgery RCTs with the CONSORT statement requires improvement. Areas in need are identified, and methods to improve reporting transparency, are discussed.

Virtual Surgical Planning Decreases Operative Time for Isolated Single Suture and Multi-suture Craniosynostosis Repair.

BACKGROUND: Cranial vault reconstruction is a complex procedure due to the need for precise 3-dimensional outcomes. Traditionally, the process involves manual bending of calvarial bone and plates. With the advent of virtual surgical planning (VSP), this procedure can be streamlined. Despite the advantages documented in the literature, there have been no case-control studies comparing VSP to traditional open cranial vault reconstruction. METHODS: Data were retrospectively collected on patients who underwent craniosynostosis repair during a 7-year period. Information was collected on patient demographics, intraoperative and postoperative factors, and intraoperative surgical time. High-resolution computed tomography scans were used for preoperative planning with engineers when designing osteotomies, bone flaps, and final positioning guides. RESULTS: A total of 66 patients underwent open craniosynostosis reconstruction between 2010 and 2017. There were 35 control (non-VSP) and 28 VSP cases. No difference in age, gender ratios, or number of prior operations was found. Blood loss was similar between the 2 groups. The VSP group had more screws and an increased length of postoperative hospital stay. The length of the operation was shorter in the VSP group for single suture and for multiple suture operations. Operative time decreased as the attending surgeon increased familiarity with the technique. CONCLUSIONS: VSP is a valuable tool for craniosynostosis repair. We found VSP decreases surgical time and allows for improved preoperative planning. Although there have been studies on VSP, this is the first large case-control study to be performed on its use in cranial vault remodeling.

Orbital Dysmorphology in Untreated Children with Crouzon and Apert Syndromes.

BACKGROUND: Orbital dysmorphology and midface retrusion are the hallmarks of Crouzon and Apert syndromes. The precise nature of this deficiency is not known. METHODS: Untreated Crouzon and Apert syndrome patients and age- and sex-matched controls were included. Computed tomographic scans were digitized and reconstructed. Craniometric and volumetric data relating to the orbit were collected. RESULTS: Thirty-one scans were included (control, n = 12; Crouzon; n = 9; Apert, n = 10). The mean age of the Apert group was 5.31 ± 5 years; Crouzon, 5.77 ± 2.7 years; and control, 6.4 ± 3.6 years. The bony orbit length was 12 percent shorter in Apert (p = 0.004) and 17 percent shorter in the Crouzon group when compared to controls (p < 0.0001). The bony orbital volume was 21 percent smaller in the Apert children (p = 0.0006) and 23 percent smaller in Crouzon when compared to controls (p = 0.003). Globe volume was 15 percent larger in Apert (p = 0.008) and 36 percent larger in the Crouzon group when compared to controls (p < 0.0001). Orbital soft-tissue volume was 19 percent less in the Apert group (p = 0.004) and 29 percent less in the Crouzon group (p = 0.001) when compared to controls. CONCLUSIONS: A shortened bony orbit, decreased orbital and orbital soft-tissue volumes, and an increased volume of the globe were found in both conditions. Despite normal volume of the overall orbital contents, the contents are altered, and the bony orbit is shorter and holds less volume.

Perception of Age, Attractiveness, and Tiredness After Isolated and Combined Facial Subunit Aging.

BACKGROUND: Patients often seek help to redress aging that affects various regions of the face (subunits). The purpose of this study was to determine how aging of different facial subunits impacts perception of age, attractiveness, and tiredness. METHOD: Frontal and lateral view facial photographs of a middle-aged woman were modified using imaging software to independently age different facial features. Sixty-six subjects were administered with a questionnaire, and presented with a baseline unmodified picture and others containing different individual or grouped aging of facial subunits. Test subjects were asked to estimate the age of the subject in the image and quantify (0-10 scale) how "tired" and "attractive" they appeared. Facial subunits were organized following rank assignment regarding impact on perception of age, attractiveness, and tiredness. RESULTS: The correlation coefficient between age and attractiveness had a strong inverse relationship of approximately -0.95 in both lateral and frontal views. From most to least impact in age, the rank assignment for frontal view facial subunits was full facial aging, middle third, lower third, upper third, vertical lip rhytides, horizontal forehead rhytides, jowls, upper eyelid ptosis, loss of malar volume, lower lid fat herniation, deepening glabellar furrows, and deepening nasolabial folds. From most to least impact in age, the rank assignment for lateral view facial subunits was severe neck ptosis, jowls, moderate neck ptosis, vertical lip rhytides, crow's feet, lower lid fat herniation, loss of malar volume, and elongated earlobe. CONCLUSION: This study provides a preliminary template for further research to determine which anatomical subunit will have the most substantial effect on an aged appearance, as well as on the perception of tiredness and attractiveness. LEVEL OF EVIDENCE IV: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266.