Transformer guided self-adaptive network for multi-scale skin lesion image segmentation.

BACKGROUND: In recent years, skin lesion has become a major public health concern, and the diagnosis and management of skin lesions depend heavily on the correct segmentation of the lesions. Traditional convolutional neural networks (CNNs) have demonstrated promising results in skin lesion segmentation, but they are limited in their ability to capture distant connections and intricate features. In addition, current medical image segmentation algorithms rarely consider the distribution of different categories in different regions of the image and do not consider the spatial relationship between pixels. OBJECTIVES: This study proposes a self-adaptive position-aware skin lesion segmentation model SapFormer to capture global context and fine-grained detail, better capture spatial relationships, and adapt to different positional characteristics. The SapFormer is a multi-scale dynamic position-aware structure designed to provide a more flexible representation of the relationships between skin lesion characteristics and lesion distribution. Additionally, it increases skin lesion segmentation accuracy and decreases incorrect segmentation of non-lesion areas. INNOVATIONS: SapFormer designs multiple hybrid transformers for multi-scale feature encoding of skin images and multi-scale positional feature sensing of the encoded features using a transformer decoder to obtain fine-grained features of the lesion area and optimize the regional feature distribution. The self-adaptive feature framework, built upon the transformer decoder module, dynamically and automatically generates parameterizations with learnable properties at different positions. These parameterizations are derived from the multi-scale encoding characteristics of the input image. Simultaneously, this paper utilizes the cross-attention network to optimize the features of the current region according to the features of other regions, aiming to increase skin lesion segmentation accuracy. MAIN RESULTS: The ISIC-2016, ISIC-2017, and ISIC-2018 datasets for skin lesions are used as the basis for the experiment. On these datasets, the proposed model has accuracy values of 97.9 %, 94.3 %, and 95.7 %, respectively. The proposed model's IOU values are, in order, 93.2 %, 86.4 %, and 89.4 %. The proposed model's DSC values are 96.4 %, 92.6 %, and 94.3 %, respectively. All three metrics surpass the performance of the majority of state-of-the-art (SOTA) models. SapFormer's metrics on these datasets demonstrate that it can precisely segment skin lesions. Notably, our approach exhibits remarkable noise resistance in non-lesion areas, while simultaneously conducting finer-grained regional feature extraction on the skin lesion image. CONCLUSIONS: In conclusion, the integration of a transformer-guided position-aware network into semantic skin lesion segmentation results in a notable performance boost. The ability of our proposed network to capture spatial relationships and fine-grained details proves beneficial for effective skin lesion segmentation. By enhancing lesion localization, feature extraction, quantitative analysis, and classification accuracy, the proposed segmentation model improves the diagnostic efficiency of skin lesion analysis on dermoscopic images. It assists dermatologists in making more accurate and efficient diagnoses, ultimately leading to better patient care and outcomes. This research paves the way for advances in diagnosing and treating skin lesions, promoting better understanding and decision-making in the clinical setting.

Exogenous drugs-induced mouse models of atopic dermatitis.

Atopic dermatitis (AD) is an inflammatory skin disease characterized by intense pruritus. AD is harmful to both children and adults, but its pathogenic mechanism has yet to be fully elucidated. The development of mouse models for AD has greatly contributed to its study and treatment. Among these models, the exogenous drug-induced mouse model has shown promising results and significant advantages. Until now, a large amount of AD-related research has utilized exogenous drug-induced mouse models, leading to notable advancements in research. This indicates the crucial significance of applying such models in AD research. These models exhibit diverse characteristics and are highly complex. They involve the use of various strains of mice, diverse types of inducers, and different modeling effects. However, there is currently a lack of comprehensive comparative studies on exogenous drug-induced AD mouse models, which hinders researchers' ability to choose among these models. This paper provides a comprehensive review of the features and mechanisms associated with various exogenous drug-induced mouse models, including the important role of each cytokine in AD development. It aims to assist researchers in quickly understanding models and selecting the most suitable one for further investigation.

Fecal microbiota transplantation affects the recovery of AD-skin lesions and enhances gut microbiota homeostasis.

BACKGROUND: Accumulating evidence has shown that gut microbiota plays a key role in the progression of atopic dermatitis (AD). Fecal microbiota transplantation (FMT), as an effective method to restore gut microbiota homeostasis, has been successfully applied for treating many inflammatory diseases. However, the therapeutic effect of FMT on AD remains unclear. The following study examined the effect and mechanism of FMT on AD-skin lesions in an AD mouse model. METHODS: In this study, we exposed the shaved back skin of BALB/c mice to calcipotriol (MC903) to induce AD model. Mice were then treated with FMT, which was performed with gut microbiota from healthy mice. The gut microbiota of treated mice was tracked by 16S rRNA gene sequencing. Mice skin tissues were examined by histopathology and inflammatory cytokines change in serum by ELISA. RESULTS: FMT had a faster trend on the reversion of the increases in skin epidermal layer thicknesses and suppressed some of the representative inflammatory cytokines. The gut microbial community in the natural recovery process varied significantly in the FMT group at day 7 (ANOSIM P = 0.0229, r = 0.2593). Notably, FMT had a long-lasting and beneficial impact on the gut microbial compositions of AD mice by increasing the ratio of Firmicutes to Bacteroidetes and the amount of butyric-producing bacteria (BPB), including Erysipelotrichaceae, Lactobacillaceae, and Eubacteriacea. Furthermore, the relative abundances of gut microbiota-mediated functional pathways involved in the cell growth and death, amino acid, energy, lipid, and carbohydrate metabolisms, and immune system increased after FMT treatment. CONCLUSION: FMT modulated the gut microbiota homeostasis and affected the recovery from AD-related inflammations, suggesting that it could be used as a treatment strategy for AD patients in the clinic.

Immediate Repair With a Self-Gripping Retromuscular Mesh for Abdominal Wall Defect Following Tumor Resection.

Background: Prosthetic repair is always employed after large abdominal wall tumor resection, while chronic pain is one of the mesh-related complications after traumatic fixation. The objective of this research was to evaluate the outcomes of retromuscular repair with self-gripping mesh after abdominal wall tumor resection.Methods: The study was a monocentric retrospective analysis following STrengthening the Reporting of OBservational studies in Epidemiology (STROBE) statements of all patients with abdominal wall tumor >5 cm in diameter undergoing tumor excision and retromuscular repair with self-gripping mesh. Demographic, operative, early postoperative, and follow-up data were noted. Visual Analog Scale, ranging from 0 (no pain) to 10 (very severe pain), was used to estimate the wound pain.Results: 24 patients were included in this study, and the defect following tumor resection was 26.9±10.0 cm2. There was no tumor recurrence or incisional hernia in median follow-up of 20 months, and the mean VAS score was 0.4. Three had foreign body feeling and no one suffered chronic pain.Conclusions: Immediate repair with a self-gripping retromuscular mesh can be considered as an effective way to treat an abdominal wall defect after resecting an abdominal wall tumor.

The comparison of self-gripping mesh and conventional mesh in laparoscopic inguinal hernia repair: the results of meta-analysis.

Self-gripping mesh is widely used in laparoscopic inguinal hernia repair and some researches report its advantages compared with conventional mesh. The aim of this study was to assess outcomes of self-gripping mesh and conventional mesh in laparoscopic inguinal hernia repair. A systematic literature review was undertaken to identify studies comparing the results of self-gripping mesh and conventional mesh in laparoscopic inguinal hernia repair. Outcomes, including recurrence, chronic pain, operation time, hematoma, seroma and infection, were measured. Four randomized controlled trials and 1 prospective comparative study were analyzed. The incidence of chronic pain in self-gripping group was significantly lower than that in conventional group (OR 0.43, 95% CI 0.20, 0.93, P = 0.03), and there was no significant difference in hernia recurrence (OR 0.31, 95% CI 0.03, 3.06, P = 0.32), operation time (MD 0.06, 95%CI - 2.32, 2.44, P = 0.96), hematoma (OR 1.01, 95% CI 0.33, 3.07, P = 0.99) and seroma (OR 0.90, 95% CI 0.49, 1.66, P = 0.73). Laparoscopic inguinal hernia repair using self-gripping mesh is associated with a decreased incidence of chronic pain compared with conventional mesh, without increased postoperative complications.

Matrix Metalloproteinases (MMP-2) and Tissue Inhibitors of Metalloproteinases (TIMP-2) in Male Inguinal Hernia Patients at Different Ages.

BACKGROUND: Collagen metabolism, controlled by matrix metalloproteinases (MMPs) and tissue inhibitors of metalloproteinases (TIMPs), might be related to inguinal hernia formation. It was reported that the incidence of inguinal hernia and the recurrence rate after inguinal hernia repair were higher in the elderly. The objective of the research was to assess the amounts of MMP-2 and TIMP-2 in patients at different ages in order to examine the relationship between age and inguinal hernia occurrence. METHODS: The research included 40 primary inguinal hernia male patients, and four groups were created: 50-59 years old (A group); 60-69 years old (B group); 70-79 years old (C group); 80-89 years old (D group). We got the samples from anterior rectus sheath fascia. Real-time fluorescence quantitative polymerase chain reaction (RT-PCR) and immunohistochemistry were applied to estimate the levels of MMP-2 and TIMP-2. RESULTS: The MMP-2 amounts in C and D group were statistically higher than control group (P < 0.05), and the TIMP-2 levels in C and D group were statistically lower than control group (P < 0.05). We found a positive correlation between age and expression levels of MMP-2 (r = 0.537, P < 0.001; r = 0.569, P < 0.001) and a negative correlation between age and TIMP-2 in inguinal hernia patients (r = - 0.759, P < 0.001; r = - 0.759, P < 0.001). CONCLUSIONS: Increased MMP-2 and reduced TIMP-2 may have some relationships with higher inguinal hernia incidence of the elderly.

Maximal Infected Mesh Removal with Methylene Blue Injection for Mesh Infection after Inguinal Hernia Repair.

Background: Mesh infection is a serious complication of inguinal hernia repair, but surgeons have not reached a consensus on the method of treatment. The aim of this study was to assess the outcomes of maximal mesh removal therapy with methylene blue injection for mesh infection after inguinal hernia repair. Patients and Methods: The study was a monocentric retrospective analysis following STrengthening the Reporting of OBservational studies in Epidemiology (STROBE) statements of all patients with mesh infection undergoing maximal mesh removal operation with methylene blue injection. Demographics, mesh infection characteristics, microbiology, early post-operative data, and follow-up data were recorded. Results: Sixteen patients underwent complete removal of infected mesh and 13 had partial removal. The operation time was 76.3 ± 26.0 minutes. In 13 patients the cultures tested positive, five for Staphylococcus aureus. Twelve participants developed surgical site infection post-operatively and eventually healed after 27.4 ± 16.3 days of dressing. In a mean follow-up of 46 months, one patient suffered chronic pain and one had chronic sinus in the partial removal group, although none did in the complete removal group, without a statistically significant difference. No hernia recurrence occurred. Conclusions: Maximal mesh removal therapy with methylene blue injection can be considered as a feasible alternative for the treatment of mesh infection.

Matrix Metalloproteinases (MMP-2) and Tissue Inhibitors of Metalloproteinases (TIMP-2) in Patients with Inguinal Hernias.

BACKGROUND: The development of inguinal hernia might be related with collagen metabolism, which was regulated by matrix metalloproteinases (MMPs) and tissue inhibitors of metalloproteinases (TIMPs). The aim of this study was to evaluate the mRNA and protein expression levels of MMP-2 and TIMP-2 in anterior rectus sheath fascia to investigate the function of them in inguinal hernia formation. METHODS: The study enrolled 48 primary inguinal hernia patients: 32 participants had indirect inguinal hernia and 16 patients suffered direct inguinal hernia. Specimens were taken from the anterior rectus sheath fascia. The amounts of MMP-2 mRNA and TIMP-2 mRNA were evaluated by real-time fluorescence quantitative polymerase chain reaction (RT-PCR), and immunohistochemistry was performed to assess the protein expression of them. RESULTS: The mRNA and protein expression levels of MMP-2 in direct group were significantly higher than those of control group (P < 0.05) and indirect group (P < 0.05), while the expression levels of TIMP-2 in direct group were significantly lower than those of control group (P < 0.05) and indirect group (P < 0.05). The ratio of MMP-2 mRNA/TIMP-2 mRNA in direct group was significantly higher than that of control group (P < 0.05) and indirect group (P < 0.05), and the ratio of indirect group was significantly higher than that of control group (P < 0.05). According to receiver operating characteristic (ROC) curve, MMP-2/TIMP-2 can diagnose direct hernia from controls with area under the curve (AUC) of 0.950 and indirect hernia with AUC of 0.730 effectively. CONCLUSIONS: Elevated level of MMP-2 and decreased level of TIMP-2 may play a role in direct inguinal hernia development. The ratio of MMP-2/TIMP-2 may be useful in identification of direct hernia.

Randomized Trial Comparing Self-Gripping Mesh with Polypropylene Mesh in Female Lichtenstein Hernioplasty.

Several randomized trials comparing self-gripping mesh with polypropylene (PL) mesh in Lichtenstein hernioplasty revealed that the self-gripping mesh significantly reduced the operation time. In these studies, some enrolled only male patients, and in others, the proportion of women was extremely low. The aim of this research was to compare outcomes after self-gripping mesh repair with PL mesh secured with sutures in female Lichtenstein hernioplasty. Female patients with primary unilateral inguinal hernia were assigned randomly to undergo Lichtenstein hernioplasty with a self-gripping ProGrip (PG) mesh or a sutured PL mesh, followed-up at one week, one month, three months, one year, and two years. Demographics, hernia characteristics, and operative outcomes data were analyzed. Pain was assessed with a visual analog scale (0-10), and quality of life (QOL) was estimated by a 36-item short-form general survey (0-26). Forty eight patients in the PG group and 51 participants in the PL group completed the follow-up. The operation time of the PG (54.1 ± 12 minutes) group was significantly shorter than that of the PL (60.9 ± 11.3 minutes) group (P = 0.045). At the one-month follow-up, the incidence of foreign body feeling in the PG group was significantly higher than that in the PL group (P = 0.031), whereas no significant difference was observed in visual analog scale ≥3 and QOL. In a follow-up of three months, one year, and two years, there was no significant difference in foreign body feeling, chronic pain, QOL, and recurrence between two groups. The surgical outcomes of self-gripping mesh are comparable to those of the ordinary PL mesh with a reduced operation time in female Lichtenstein hernioplasty. Registration number: ChiCTR1800017360 (http://www.chictr.org.cn).

Prospective Analysis of Epigastric, Umbilical, and Small Incisional Hernia Repair Using the Modified Kugel Oval Patch.

The study was performed to determine the complication and recurrence rate using the modified Kugel oval patch for small ventral hernia repair. Another aim of the study was to find risk factors for recurrence in patients with this repair. Seventy-three patients underwent ventral hernia repair with the modified Kugel oval patch between April 2013 and February 2015. Prospective follow-up data (18 months postoperative) were collected and evaluated. A total of 58 primary (18 epigastric/40 umbilical) and 15 incisional ventral hernias were repaired with the modified Kugel oval patch (7.6/10.2 cm/8 × 12 cm). We found three patients suffered superficial wound infection and two participants got hernia recurrence. Placement of mesh was found to be a significant risk factor for hernia recurrence. Small ventral hernia repair using the modified Kugel oval patch is a novel and useful approach and we recommend placing the patch preperitoneally.

Clinical significance of transient receptor potential vanilloid 2 expression in human hepatocellular carcinoma.

Transient receptor potential vanilloid 2 (TRPV2), one of the members of TRP (transient receptor potential) superfamily of ion channels, has been suggested to contribute to pain associated with inflammation or neuropathy. To investigate its role in hepatocarcinogenesis, we examined the expression of TRPV2 in human hepatocellular carcinoma (HCC) samples and analyzed the association of TRPV2 expression with its clinical significance. TRPV2 expression in 55 HCC patients was examined by immunohistochemistry, and the correlation between TRPV2 levels and clinicopathologic parameters was analyzed. Thirteen paired HCC specimens and their nontumor counterparts were investigated by quantitative real-time polymerase chain reaction (RT-PCR) and Western blotting, respectively. Quantitative RT-PCR and Western blotting analysis revealed that expression of TRPV2 at both the mRNA and protein levels were increased in cirrhotic livers compared with chronic hepatitis, whereas that also occurred in moderately and well-differentiated tumors compared with that of poorly differentiated tumors. Immunohistochemistry of the 55 HCC samples showed that the expression of TRPV2 increased when going from normal liver or chronic hepatitis to cirrhosis. Increased TRPV2 expression was observed in tissues of liver cirrhosis (31/37, 83.8%). In HCC, increased expression of TRPV2 was identified in 16/55 (29%) cases. Clinicopathologic assessment suggested a significant association between TRPV2 expression and portal vein invasion and histopathologic differentiation (P = 0.036 and 0.001, respectively). Our data suggest that TRPV2 plays a role in human hepatocarcinogenesis and might be a prognostic marker of patients with HCC.

[Value of identification of cystic duct, common bile duct, and common hepatic duct in prevention of bile duct injury during laparoscopic cholecystectomy].

OBJECTIVE: To explore effective method to avoid iatrogenic bile duct injury during laparoscopic cholecystectomy (LC). METHODS: 10 492 patients underwent LC from May 1996 to May 2006, 8566 of them were treated by the method to identify the cystic duct, common hepatic duct, and common bile duct during LC (tri-duct method group), and the left 1926 cases whose cystic duct failed to be exposed easily were treated with the method to identify at least two of the 4 structures (cystic lymph node, Hartmann's pouch, cystic artery, and emptiness of cystic triangle) so as to help identify the cystic duct (tri-duct plus tri-structure group). The operating time, amount of blood loss, open conversion rate, and morbidity were compared between these 2 groups. RESULTS: No cases of bile leakage or jaundice because of accidental injury of bile duct were found. The operating time of the tri-duct plus tri-structure group was (28 +/- 12) (15 - 52) min, significantly shorter than that of the tri-duct group [(38 +/- 16) (15 - 92) min, P < 0.05]. The open conversion rate of the tri-duct plus tri-structure group was 1.8%, significantly lower than that of the tri-duct group (8.7%, P < 0.05). There were no significant difference in the amount of blood loss and morbidity between the two groups (both P > 0.05). CONCLUSION: The tri-structure method can not only confirm the cystic duct correctly, thus preventing iatrogenic bile duct injury, but also shorten the operating time and reduce the open conversion ratio during LC.