Assessing bioartificial organ function: the 3P model framework and its validation.

The rapid advancement in the fabrication and culture of in vitro organs has marked a new era in biomedical research. While strides have been made in creating structurally diverse bioartificial organs, such as the liver, which serves as the focal organ in our study, the field lacks a uniform approach for the predictive assessment of liver function. Our research bridges this gap with the introduction of a novel, machine-learning-based "3P model" framework. This model draws on a decade of experimental data across diverse culture platform studies, aiming to identify critical fabrication parameters affecting liver function, particularly in terms of albumin and urea secretion. Through meticulous statistical analysis, we evaluated the functional sustainability of the in vitro liver models. Despite the diversity of research methodologies and the consequent scarcity of standardized data, our regression model effectively captures the patterns observed in experimental findings. The insights gleaned from our study shed light on optimizing culture conditions and advance the evaluation of the functional maintenance capacity of bioartificial livers. This sets a precedent for future functional evaluations of bioartificial organs using machine learning.

Microphysiological Constructs and Systems: Biofabrication Tactics, Biomimetic Evaluation Approaches, and Biomedical Applications.

In recent decades, microphysiological constructs and systems (MPCs and MPSs) have undergone significant development, ranging from self-organized organoids to high-throughput organ-on-a-chip platforms. Advances in biomaterials, bioinks, 3D bioprinting, micro/nanofabrication, and sensor technologies have contributed to diverse and innovative biofabrication tactics. MPCs and MPSs, particularly tissue chips relevant to absorption, distribution, metabolism, excretion, and toxicity, have demonstrated potential as precise, efficient, and economical alternatives to animal models for drug discovery and personalized medicine. However, current approaches mainly focus on the in vitro recapitulation of the human anatomical structure and physiological-biochemical indices at a single or a few simple levels. This review highlights the recent remarkable progress in MPC and MPS models and their applications. The challenges that must be addressed to assess the reliability, quantify the techniques, and utilize the fidelity of the models are also discussed.

[The lateral crural flap nourished by cutaneous branches of peroneal artery: an anatomic and clinical study].

OBJECTIVE: To study the anatomy of lateral crural skin flap nourished by cutaneous branches of peroneal artery and its clinical application as vascularized skin flap transfer. METHODS: In 20 cadavers specimen with 40 lower limbs, the cutaneous branches of the peroneal artery were dissected and their measurements were recorded. In the other 30 adult legs, their perforating points of the cutaneous arteries of peroneal artery were detected with supersonic Doppler flow meter. With the aid of anatomic and supersonic Doppler flow meter study, vascularized transfer of lateral crural skin flap pedicled by cutaneous branches of peroneal artery were successfully performed in 21 clinical cases. RESULTS: In altogether 40 legs studied, 140 cutaneous branches were found. One to seven branches were found on one specimen, the average was 3.5 branches, in one leg was a high perforating skin branch. The perforating points of the cutaneous branches were mostly (76% cases) appeared within 7 - 21 cm length below the protruding point of head of fibula. The external diameter of the thickest cutaneous branch of each leg was (1 .4 - 2.9) mm, (1.8 +/- 0.4) mm, while the external diameters of two vena concomitants were (3.0 +/- 0.5) mm and (2.4 +/- 0.4) mm. 145 artery perforating points in 30 legs were detected by Doppler, with an average points of 4.8. The skin flaps taken in the 21 clinical cases were 5.0 cm x 3.5 cm - 28 cm x 11 cm in size. All the transferred free flaps survived uneventfully. CONCLUSIONS: The lateral crural skin flap is nourished by a variable number of cutaneous branches of peroneal artery. The main branch can meet the demand of microvascular anastomosis. The free transfer of lateral crural flap by anastomosis of cutaneous branch of peroneal artery is superior to lateral skin flap transfer by anastomosis of main trunk of peroneal artery with the merit of simple procedure, minimal trauma and more physiological circulation established.

[Clinical study on application of bovine amnion on burn wounds].

OBJECTIVE: To observe clinical effects of burn wounds treatment with bovine amnion and to screen the best method of preparing and storing of bovine amnion. METHODS: From January 2004 to January 2005. We selected randomly 58 patients with superficial secondary wound, deep secondary wound, autografting area for removal of eschars and tangential excision, fetching skin area or residual burn wound . Using auto-control, every burn wound was divided into 3 parts and was treated with 3 dressings: bovine amnion dealt with by 0.1% chlorhexidine (group A), bovine amnion dealt with by 0.4% glutaraldehyde (group B) and vaseline gauze dressing (group C as control). The clinical effects were compared between different groups and the method of preparing and storing bovine amnion was evaluated. RESULTS: The dressing texture of group A was softer than that of group B, and its flexibility was fine. The pre-treatment was not necessary for dressing in group A. When the dressing was used on burn wounds in groups A and B, pain was slight, but pain was obvious in group C; healing time in groups A and B was much less than that in group C, showing statistically significant difference (P<0.01). There was no statistically significant difference in healing time between groups A and B (P>0.05). The infection ratio of burn wound in deep secondary wound and residual burn wound of groups A and B is much lower than that of group C, showing statistically significant difference (P<0.05); in the other burn wounds there was no significant difference (P>0.05). There was no statistically significant difference between groups A and B (P> 0.05). CONCLUSION: Bovine amnion could make benefit on burn wounds healing, reduce infection ratio of burn wounds, could be used on different kinds of burn wounds. The clinical effect between bovine amnion dealt with by glutaraldehyde and by chlorhexidine is similar. Whereas the latter is more easy to be popularized.