Objective:To evaluate the value of ultrasound radiomics combined with machine learning for early diagnosis of seronegative Hashimoto’s thyroiditis (SN-HT) .Methods:This retrospective study included 164 patients from Liaoning Provincial People’s Hospital , Lixin County People’s Hospital, Linghai Dalinghe Hospital, Fengcheng Phoenix Hospital, who underwent thyroidectomy for solitary nodules with normal thyroid function between Nov. 2016 and Jan. 2024. Postoperative pathology confirmed Hashimoto’s thyroiditis (HT) in some cases, who were further categorized into antibody-positive and antibody-negative groups based on serum antibody status. Patients without Hashimoto’s thyroiditis served as the control group. A total of 298 ultrasound images were analyzed. Radiomics features were extracted from hypoechoic non-nodular areas within 0.5 cm surrounding the tumor. Two senior pathologists and two senior ultrasound physicians independently assessed lymphocytic infiltration, eosinophilic changes of follicular epithelium, and the proportion of hypoechoic areas in pathology and ultrasound images, respectively. A machine learning model, CCH-NET, was developed using linear regression and t-distributed stochastic neighbor embedding (t-SNE) techniques. The dataset was divided into a training set (80%) and a validation set (20%) to compare the diagnostic accuracy of CCH-NET with that of senior ultrasound physicians. Results:In internal validation, CCH-NET achieved a diagnostic accuracy of 88.89% for both antibody-positive and antibody-negative groups, significantly higher than the 66.67% accuracy of senior ultrasound physicians ( P<0.01). In external validation, CCH-NET achieved 75.00% and 66.67% accuracy for the two groups, compared to 50.00% by senior ultrasound physicians. For the control group, both methods achieved 93.33% accuracy. The AUC of CCH-NET was 0.848, outperforming senior ultrasound physicians (0.681) ,demonstrating superior diagnostic performance. Conclusion:The radiomics-based CCH-NET model, using non-nodular hypoechoic areas as a specific indicator, can accurately identify early SN-HT in euthyroid patients. It significantly outperforms senior ultrasound physicians, improving diagnostic accuracy and reducing missed diagnoses.

Objective:To understand the clinical application of magnesium sulfate injection in inpatients of the obstetrical department, and analyze retrospectively its rationality and existing problems.Methods:The clinical data of obstetric inpatients who used magnesium sulfate injection in the hospital information system of our hospital from September 2022 to January 2023 were collected. Based on the drug instructions, guidelines for the diagnosis and treatment of hypertensive disorders in pregnancy, domestic and foreign guidelines, and literature reports, the rationality of magnesium sulfate injection in terms of obstetric medication indications, dosage and administration, and treatment course was evaluated.Results:A total of 303 obstetric patients were included in the use of magnesium sulfate injection, with an age of 32 (ranging from 18 to 44) years and a gestational age of 14 to 40 weeks. Among them, 33 cases were used for threatened abortion, 141 cases for threatened preterm birth, and 129 cases for the prevention of eclampsia attacks. Among the 303 patients, 134 cases (44.22%) had no indications for medication. Among them, 13 patients with threatened abortion were treated for fetal brain protection, and 20 patients with threatened abortion and 101 patients with threatened preterm birth were treated for preventing miscarriage by uterine contraction inhibition. There were 118 cases (38.94%) with inappropriate administration methods, mainly due to inappropriate usage and dosage, as well as overly long treatment courses. Of them, 26 cases (22.03%, 26/118) used for brain protectors of premature fetuses were not given loading doses, 15 (12.71%, 15/118) cases had a total medication duration of more than 48 hours, 76 cases (64.41%, 76/118) used for the prevention of eclampsia were not given loading dose, and 1 case (0.85%, 1/118) received rapid infusion time of the loading dose more than 30 minutes. Among the 303 patients, 3 patients presented nausea and vomiting, constipation, and skin flushing, respectively.Conclusions:Nearly half of the magnesium sulfate injection used in obstetrics department in our hospital has inappropriate indications and over one-third has non-standard usage, dosage, and treatment courses. Clinicians should comprehensively assess the patient′s condition and strictly follow recommended methods in the guidelines and drug instructions for standardized use.

Objective:To understand the clinical application of magnesium sulfate injection in inpatients of the obstetrical department, and analyze retrospectively its rationality and existing problems.Methods:The clinical data of obstetric inpatients who used magnesium sulfate injection in the hospital information system of our hospital from September 2022 to January 2023 were collected. Based on the drug instructions, guidelines for the diagnosis and treatment of hypertensive disorders in pregnancy, domestic and foreign guidelines, and literature reports, the rationality of magnesium sulfate injection in terms of obstetric medication indications, dosage and administration, and treatment course was evaluated.Results:A total of 303 obstetric patients were included in the use of magnesium sulfate injection, with an age of 32 (ranging from 18 to 44) years and a gestational age of 14 to 40 weeks. Among them, 33 cases were used for threatened abortion, 141 cases for threatened preterm birth, and 129 cases for the prevention of eclampsia attacks. Among the 303 patients, 134 cases (44.22%) had no indications for medication. Among them, 13 patients with threatened abortion were treated for fetal brain protection, and 20 patients with threatened abortion and 101 patients with threatened preterm birth were treated for preventing miscarriage by uterine contraction inhibition. There were 118 cases (38.94%) with inappropriate administration methods, mainly due to inappropriate usage and dosage, as well as overly long treatment courses. Of them, 26 cases (22.03%, 26/118) used for brain protectors of premature fetuses were not given loading doses, 15 (12.71%, 15/118) cases had a total medication duration of more than 48 hours, 76 cases (64.41%, 76/118) used for the prevention of eclampsia were not given loading dose, and 1 case (0.85%, 1/118) received rapid infusion time of the loading dose more than 30 minutes. Among the 303 patients, 3 patients presented nausea and vomiting, constipation, and skin flushing, respectively.Conclusions:Nearly half of the magnesium sulfate injection used in obstetrics department in our hospital has inappropriate indications and over one-third has non-standard usage, dosage, and treatment courses. Clinicians should comprehensively assess the patient′s condition and strictly follow recommended methods in the guidelines and drug instructions for standardized use.

Objective:To evaluate the value of ultrasound radiomics combined with machine learning for early diagnosis of seronegative Hashimoto’s thyroiditis (SN-HT) .Methods:This retrospective study included 164 patients from Liaoning Provincial People’s Hospital , Lixin County People’s Hospital, Linghai Dalinghe Hospital, Fengcheng Phoenix Hospital, who underwent thyroidectomy for solitary nodules with normal thyroid function between Nov. 2016 and Jan. 2024. Postoperative pathology confirmed Hashimoto’s thyroiditis (HT) in some cases, who were further categorized into antibody-positive and antibody-negative groups based on serum antibody status. Patients without Hashimoto’s thyroiditis served as the control group. A total of 298 ultrasound images were analyzed. Radiomics features were extracted from hypoechoic non-nodular areas within 0.5 cm surrounding the tumor. Two senior pathologists and two senior ultrasound physicians independently assessed lymphocytic infiltration, eosinophilic changes of follicular epithelium, and the proportion of hypoechoic areas in pathology and ultrasound images, respectively. A machine learning model, CCH-NET, was developed using linear regression and t-distributed stochastic neighbor embedding (t-SNE) techniques. The dataset was divided into a training set (80%) and a validation set (20%) to compare the diagnostic accuracy of CCH-NET with that of senior ultrasound physicians. Results:In internal validation, CCH-NET achieved a diagnostic accuracy of 88.89% for both antibody-positive and antibody-negative groups, significantly higher than the 66.67% accuracy of senior ultrasound physicians ( P<0.01). In external validation, CCH-NET achieved 75.00% and 66.67% accuracy for the two groups, compared to 50.00% by senior ultrasound physicians. For the control group, both methods achieved 93.33% accuracy. The AUC of CCH-NET was 0.848, outperforming senior ultrasound physicians (0.681) ,demonstrating superior diagnostic performance. Conclusion:The radiomics-based CCH-NET model, using non-nodular hypoechoic areas as a specific indicator, can accurately identify early SN-HT in euthyroid patients. It significantly outperforms senior ultrasound physicians, improving diagnostic accuracy and reducing missed diagnoses.

Notoginsenosides， the saponins extracted from Panax notoginseng， have many pharmacological effects， such as anti-inflammation， anti-oxidation， anti-tumor， nervous system and cardiovascular system protection， microcirculation improvement and calcium overload inhibition. At present， notoginsenosides are widely used clinically for treating many diseases with good efficacy， especially for nervous system diseases such as stroke， stroke sequelae and Alzheimer's disease. In recent years， the mechanism underlying their neuroprotective effect has been continuously explored. To advance the applied research on notoginsenosides in the prevention and treatment of central nervous system diseases， this paper， combined with the latest reports， summarizes their neuroprotective effect and mechanisms in terms of regulating voltage-gated ion channels， protecting nerve cells and neurovascular unit， inhibiting oxidative stress and inflammatory reaction， promoting angiogenesis and reducing excitatory neurotoxicity. Although the protective mechanism of notoginsenosides for the nervous system mainly involves the above several aspects， some of them still remain to be fully elucidated， which necessitates the further exploration of neuroprotective effect of notoginsenosides with molecular biology， metabolomics， proteomics and other technologies.

With the development of industrial robot technology, robotics has entered the medical field, and the research and development of new robots for many medical applications have become a significant research direction in global robotics. Robots are widely used in various aspects of dentistry, such as prosthodontics, orthodontics, implants, endodontics, and oral surgery. This article mainly introduces the application of robots in stomatology from the above five aspects.
Dental Care ; Humans ; Oral Medicine ; Orthodontics ; Robotics ; Surgery, Oral

Objective To explore the possibility of adipose-derived stem cells (ADSCs) to differentiate into fibroblasts, and to provide an effective way for the effective solution of skin tissue engineering seed cells. Methods Primary ADSCs were obtained from inguinal fat of ten healthy adult SD rats,weighing 280-320 g,and cultured in vitro and purified. When primary ADSCs expansion to the 3rd passages,the following experiments were performed alkaline phosphatase test on the 16th day after osteogenesis induction,staining of alizarin red mineralized nodules on day 23 after osteogenesis induction, oil red O staining on day 12 after adipogenic induction; Flow cytometry detection of cell surface markers; Addition of conditioned medium to induce differentiation into fibroblasts,Photograph the changes of cell morphology on the 2nd, 4th, 6th, and 8th days after induction,MTT to detect cell viability at various time points;Scanning electron microscopy on day 6 and day 8 after induction;Immunocytochemical staining on day 8 after induction,detect the expression of vimentin, the main marker of fibroblasts. Results Primary ADSCs grew in long spindles, showed strong positive expression of alkaline phosphatase (ALP) after osteogenesis induction,and alizarin red staining showed red mineralized nodules;Aggregation of intracellular red-stained lipid droplets after adipogenic induction were found;Flow cytometry showed positive expression of mesenchymal stem cell-related marker CD90,and hematopoietic stem cell marker CD45 was negative. Morphology of ADSCs started to change on day 2 after induction into fibroblasts. On the 4th day after induction, the cells were in the shape of water droplets or short rods. On the 6th day after induction, the cells were protruded polygonal or triangular. Cells crowded and covered the bottom of the bottle on day 8 after induction,becoming slender fibrous. MTT test showed that the cell viability was significantly lower on the second day after induction than in the control group. There were no significant differences in cell viability on the 4th, 6th, and 8th days after induction compared with the control group. Scanning electron microscopy showed that the cells were triangular on the 6th day after induction, and the surface had more cilia. On the 8th day after induction, the cells were slender and fibrous, with small protrusions, and the surface cilia were dense. Vimentin was positively expressed in most cells on the 8th day after induction. Conclusion ADSCs can have the morphological characteristics of fibroblasts after induced differentiation in vitro; that can express fibroblasts marker protein.

BACKGROUND: Heterotopic ossification (HO) is a known complication of hip arthroscopy. We investigated incidence of HO after hip arthroscopy and determined whether revision for HO improved outcome. METHODS: A retrospective study was conducted on 242 patients (140 men and 102 women, mean age: 36.2 ± 9.5 years) who underwent hip arthroscopy for femoroacetabular impingement (FAI) between January 2016 and January 2018. The average follow-up period was 22.88 ± 11.74 months (range: 11-34 months). Thirteen (5.37%) cases of HO (six men and seven women, five left hips and eight right hips; mean age: 37.5 ± 4.7 years) were observed. Among them, four cases with HO with obvious pain symptoms and persistent non-remission underwent revision surgery to remove HO. Monthly follow-up was conducted. Visual analog scale (VAS), modified Harris Hip Score (mHHS), and non-Arthritis Hip Score (NAHS) were evaluated and compared between HO and non-HO patients. Independent sample t test, Mann-Whitney U test and the Chi-square test were used for inter-group comparisons. HO degree was evaluated using Brooker classification. Symptoms and function were evaluated before and after revision. RESULTS: A total of 242 patients were involved in this study. Thirteen cases (5.4%) had imaging evidence of HO. Nine (9/13) were classified as Brooker stage I, three (3/13) Brooker stage II, and one (1/13) Brooker stage III. HO was detected by ultrasonography as early as 3 weeks after operation. After primary surgery, the mHHS of the HO group and non-HO group increased by 13.00 (8.50, 25.50) and 24.00 (14.00, 34.50) points (Z = -1.80, P = 0.08), NAHS increased by 18.00 (9.50, 31.50) and 26.00 (13.50, 36.00) points (Z = -1.34, P = 0.18), and VAS decreased by 3.00 (2.00, 4.00) and 4.00 (3.00, 4.50) points (Z = -1.55, P = 0.12). Average follow-up time after revision was 9.00 ± 2.94 months; mHHS increased by 34.75 points (t = -55.23, P < 0.01) and NAHS by 28.75 points (t = -6.03, P < 0.01), and VAS decreased by 4 points (t = 9.80, P < 0.01). HO and non-HO patients were similar for demographic and surgical data, and clinical and functional scores. CONCLUSION HO incidence after arthroscopic treatment of FAI is similar to that found in previous studies. Most HO have no effect on clinical symptoms. Patients who undergo revision HO resection show improvement in pain and joint function.
Adult ; Arthroscopy ; adverse effects ; Female ; Femoracetabular Impingement ; surgery ; Hip Joint ; pathology ; surgery ; Humans ; Male ; Middle Aged ; Ossification, Heterotopic ; diagnosis ; etiology ; Retrospective Studies ; Treatment Outcome

Collectively migrating tumor cells have been recently implicated in enhanced metastasis of epithelial malignancies. In oral squamous cell carcinoma (OSCC), v integrin is a crucial mediator of multicellular clustering and collective movement ; however, its contribution to metastatic spread remains to be addressed. According to the emerging therapeutic concept, dissociation of tumor clusters into single cells could significantly suppress metastasis-seeding ability of carcinomas. This study aimed to investigate the anti-OSCC potential of novel endostatin-derived polypeptide PEP06 as a cluster-dissociating therapeutic agent . Firstly, we found marked enrichment of v integrin in collectively invading multicellular clusters in human OSCCs. Our study revealed that metastatic progression of OSCC was associated with augmented immunostaining of v integrin in cancerous lesions. Following PEP06 treatment, cell clustering on fibronectin, migration, multicellular aggregation, anchorage-independent survival and colony formation of OSCC were significantly inhibited. Moreover, PEP06 suppressed v integrin/FAK/Src signaling in OSCC cells. PEP06-induced loss of active Src and E-cadherin from cell-cell contacts contributed to diminished collective migration of OSCC . Overall, these results suggest that PEP06 polypeptide 30 inhibiting v integrin/FAK/Src signaling and disrupting E-cadherin-based intercellular junctions possesses anti-metastatic potential in OSCC by acting as a cluster-dissociating therapeutic agent.

OBJECTIVETo establish a sensitive and effective method for detection of immunoglobulin and T-cell receptor (Ig/TCR) gene rearrangement,and to explore its role in diagnosis and differential diagnosis of lymphoproliferative disorders.

METHODSFifty-eight lymphoid tissue samples from 54 patients with lymphoproliferations were evaluated by the novel BIOMED-2 multiplex polymerase chain reaction (PCR) for antigen receptor genes rearrangement.

RESULTSMultiplex PCR demonstrated monoclonal Ig/TCR gene rearrangements in 22 of 25 (88.0%) B-cell malignancies and 8 of 15 (53.3%) T-cell malignancies. Among 17 benign lymphoproliferations confirmed histopathologically, polyclonal rearrangements were detected in 14 cases (82.4%). In total, the clonality analysis and the final clinico-histopathological diagnosis were concordant in 77.2%. Combination detection of Iglambda and TCR delta gene rearrangements did not increase the detection rate of monoclonal rearrangement of Ig/TCR, but might help to the detection of Iglambda+ or TCR delta+ lymphomas.

CONCLUSIONThe novel BIOMED-2 multiplex PCR strategy is a rapid, reliable and sensitive approach to detecting clonality in suspected lymphoproliferations, especially in atypical cases.

Female ; Gene Rearrangement, B-Lymphocyte, Light Chain ; Gene Rearrangement, T-Lymphocyte ; Humans ; Lymphoproliferative Disorders ; diagnosis ; genetics ; Male ; Polymerase Chain Reaction ; methods ; Sensitivity and Specificity