Thyroid nodules are a common endocrine disorder, and their early detection and accurate diagnosis are crucial for the prevention of thyroid cancer. However, the highly heterogeneous morphology and boundaries of thyroid nodules pose significant challenges to their precise identification and classification. Traditional diagnostic approaches rely heavily on physicians' experience, which increases the risk of misdiagnosis and missed diagnoses. With the rapid advancement of computer-aided diagnosis (CAD) technologies, applying deep learning algorithms to the analysis of thyroid nodule ultrasound images has shown great potential. This paper reviews the latest research progress on deep learning-based CAD methods for thyroid nodules, with a focus on their applications in image preprocessing, segmentation and classification. The advantages and limitations of current techniques are analyzed, and potential future directions are discussed. This review aims to highlight the potential of deep learning in thyroid nodule diagnosis and to provide a foundation for selecting feasible pathways for future clinical applications.
Humans ; Thyroid Nodule/diagnostic imaging* ; Deep Learning ; Ultrasonography/methods* ; Diagnosis, Computer-Assisted/methods* ; Algorithms ; Thyroid Neoplasms/diagnostic imaging* ; Image Processing, Computer-Assisted/methods*

Ferroptosis, a regulated cell death process distinct from apoptosis, is characterized by iron dysregulation and reactive oxygen species (ROS) accumulation. After intracerebral hemorrhage (ICH), decreased cerebral blood flow and iron released from erythrocytes trigger lipid peroxidation-particularly of polyunsaturated fatty acids (PUFAs)-through a cascade of reactions in local brain tissues, promoting ferroptosis. Mitochondrial dysfunction and neuroinflammation further elevate ROS, exacerbating lipid peroxidation and accelerating neuronal ferroptosis. Thus, PUFA peroxidation and associated metabolic pathways play a critical role in ICH-related neuronal damage. This review summarizes current understanding of how PUFA peroxidation contributes to ferro-ptosis after ICH, discusses key regulatory mechanisms involving lipid and iron metabolism, and highlights potential therapeutic strategies targeting ferroptosis to improve neurological outcomes.
Ferroptosis/physiology* ; Humans ; Cerebral Hemorrhage/pathology* ; Lipid Peroxidation ; Fatty Acids, Unsaturated/metabolism* ; Reactive Oxygen Species/metabolism* ; Iron/metabolism* ; Animals ; Mitochondria/metabolism*

Lenvatinib, a second-generation multi-receptor tyrosine kinase inhibitor approved by the FDA for first-line treatment of advanced liver cancer, facing limitations due to drug resistance. Here, we applied a multidimensional, high-throughput screening platform comprising patient-derived resistant liver tumor cells (PDCs), organoids (PDOs), and xenografts (PDXs) to identify drug susceptibilities for conquering lenvatinib resistance in clinically relevant settings. Expansion and passaging of PDCs and PDOs from resistant patient liver tumors retained functional fidelity to lenvatinib treatment, expediting drug repurposing screens. Pharmacological screening identified romidepsin, YM155, apitolisib, NVP-TAE684 and dasatinib as potential antitumor agents in lenvatinib-resistant PDC and PDO models. Notably, romidepsin treatment enhanced antitumor response in syngeneic mouse models by triggering immunogenic tumor cell death and blocking the EGFR signaling pathway. A combination of romidepsin and immunotherapy achieved robust and synergistic antitumor effects against lenvatinib resistance in humanized immunocompetent PDX models. Collectively, our findings suggest that patient-derived liver cancer models effectively recapitulate lenvatinib resistance observed in clinical settings and expedite drug discovery for advanced liver cancer, providing a feasible multidimensional platform for personalized medicine.

Objective : To investigate the possible mechanism of metformin (Met) -induced cardiomyocyte autoph- agy in protecting myocardial injury in septic mice． Methods : The model of myocardial injury in septic mice was es- tablished by cecal ligation and puncture ( CLP) ．Sixty Kunming mice were randomly divided into sham operation group (Sham group) ，model group ( CLP group) ，model + dimethyl sulfoxide ( DMSO) group ( CLP + DMSO group) ，model + metformin (Met) group (Met group) ，model + Met + 3-methyladenine (3-MA) group (Met + 3- MA group) ，model + Met + compound C ( CC) group (Met + CC group) ，with 10 mice in each group．The Met， Met + 3-MA and Met + CC groups were intraperitoneally injected with Met (200 mg / kg) once a day for 2 weeks be- fore modeling．The Met + 3-MA group was intraperitoneally injected with 3-MA ( 10 mg / kg) 1 h before surgery. The Met + CC group was intraperitoneally injected with CC (20 mg / kg) 30 min before surgery．The model was es- tablished 24 h after the last injection of Met．The heart and blood of all mice were collected 24 h after surgery．The Western blot technique was employed to assess the relative expression levels of microtubule-associated protein 1 light chain 3 (LC3) isoforms，namely LC3 I and LC3 II，autophagy effector protein 1 (Beclin-1) ，ubiquitin-bind- ing protein 62 (p62) ，B-cell lymphoma / leukemia-2 (Bcl-2) ，Bcl-2-associated X protein (Bax) ，adenosine mono- phosphate (AMP) kinase (AMPK) and phosphorylated AMPK (p-AMPK) ．Myocardial pathological changes were observed by hematoxylin-eosin (HE) staining．The changes of myocardial mitochondria and autophagosomes were observed by electron microscopy．Hematoxylin-eosin (HE) staining was used to observe the pathological changes of myocardium． Electron microscopy was used to observe the changes of myocardial mitochondria and autophago- somes. Results : Compared with Sham group，the relative protein expression of Beclin-1，p62，p-AMPK / AMPK and LC3 II / LC3 I in CLP and CLP + DMSO groups had no statistical significance，but Bax increased and Bcl-2 de- creased in CLP group (P＜0. 01) ．Compared with CLP group，the relative expression of Beclin-1 protein and LC3 II / LC3 I in Met group increased and p62 decreased (P＜0. 01) ，Bax decreased and Bcl-2 increased (P＜0. 01) . Compared with Met group，the relative protein expression of Beclin-1 and LC3 II / LC3 I in Met + 3-MA group de- creased and p62 increased (P＜0. 05) ，Bax increased and Bcl-2 decreased (P＜0. 05) ．Besides，the relative pro- tein expression of p-AMPK / AMPK in Met + CC group decreased (P＜0. 05) ．HE staining showed that there was no disorder in myocardial fibers in Sham group，and a large number of inflammatory cells infiltrated the myocardial fibers of CLP group in a clear disorder．The Met group showed vacuolar changes in the myocardium，while the Met + 3-MA group showed disordered arrangement of myocardial fibers and a small amount of inflammatory cell infiltra- tion．Under electron microscopy，the morphology of myocardial mitochondria in the Sham group was normal，while in the CLP group，the arrangement of mitochondrial cristae was disordered with vacuolar changes，and occasional autophagosomes were observed．Mitochondria in Met group showed slight swelling and a large number of autophago- somes．The mitochondria in the Met + 3-MA group showed significant swelling with a small amount of autophago- somes． Conclusion The protective effect of metformin on myocardial injury in septic mice can reduce cardiomyo- cyte apoptosis and improve mitochondrial damage by activating AMPK signaling pathway to induce autophagy.

Osteoporotic proximal humeral fracture (OPHF) is one of the common osteoporotic fractures in the aged, with an incidence only lower than vertebral compression fracture, hip fracture, and distal radius fracture. OPHF, secondary to osteoporosis and characterized by poor bone quality, comminuted fracture pattern, slow healing, and severely impaired shoulder joint function, poses a big challenge to the current clinical diagnosis and treatment. In the field of diagnosis, treatment, and rehabilitation of OPHF, traditional Chinese and Western medicine have accumulated rich experience and evidence from evidence-based medicine and achieved favorable outcomes. However, there is still a lack of guidance from a relevant consensus as to how to integrate the advantages of the two medical systems and achieve the integrated diagnosis and treatment. To promote the diagnosis and treatment of OPHF with integrated traditional Chinese and Western medicine, relevant experts from Orthopedic Expert Committee of Geriatric Branch of Chinese Association of Gerontology and Geriatrics, Youth Osteoporosis Group of Orthopedic Branch of Chinese Medical Association, Osteoporosis Group of Orthopedic Surgeon Branch of Chinese Medical Doctor Association, and Osteoporosis Committee of Shanghai Association of Integrated Traditional Chinese and Western Medicine have been organized to formulate Expert consensus on the diagnosis and treatment of osteoporotic proximal humeral fracture with integrated traditional Chinese and Western medicine ( version 2024) by searching related literatures and based on the evidences from evidence-based medicine. This consensus consists of 13 recommendations about the diagnosis, treatment and rehabilitation of OPHF with integrated traditional Chinese medicine and Western medicine, aimed at standardizing, systematizing, and personalizing the diagnosis and treatment of OPHF with integrated traditional Chinse and Western medicine to improve the patients ′ function.

Objective To explore the effects of TRAF6 inhibition on autophagy,myocardial inflammation and cardiac function in septic mice.Methods Twenty-four male Kunming mice were randomly divided into 4 groups:sham,sham + C25-140(sham+C),cecal ligation and puncture(CLP),and cecal ligation and puncture+C25-140(CLP+C)group.Sham+C group and CLP+C group were intraperitoneally injected with C25-140 after operation.LVEF and LVFS were evaluated by ultrasound 24 hours after operation.Serum TNF-α and IL1-β were measured by ELISA.HE staining was used to evaluate myocardial inflammatory response.Autophagosomes and mitochondrial microstructure of cardiomyocytes were observed by transmission electron microscopy.TRAF6 mRNA in myocardial tissue was detected by qPCR.The expression of TRAF6,P62,Beclin-1 and LC3B protein was detected by W-B.The effect of C25-140 on myocardial injury in the septic mice was observed by inhibiting autophagy with 3-MA.Results Compared with the sham group,the levels of TRAF6 mRNA and TRAF6 in the myocardial tissue in the CLP group were significantly increased(P<0.05)and the serum TNF-α and IL1-β concentrations were signifi-cantly increased(P<0.05).Meanwhile,the myocardial tissue HE staining showed inflammatory cell infiltration and the LVEF and LVFS levels were significantly decreased in the CLP group(P<0.05).Compared with CLP group,the CLP+C group showed that the expression of TRAF6 mRNA and TRAF6 protein decreased(P<0.05),serum TNF-α and IL1-β decreased(P<0.05),myocardial histopathological myocardial inflammatory cell infiltration decreased,the LVEF and LVFS levels increased(P<0.05).Electron microscopy showed that the mitochondrial swelling decreased,autophagosomes increased,expression of Beclin-1 and LC3Ⅱ/Ⅰ increased,and P62 expression decreased(P<0.05).As compared with CLP+C group,the CLP+C+3-MA group showed that obvious inflamma-tory cell infiltration in the myocardial pathology and the LVEF and LVFS levels decreased after 3-MA inhibited autophagy(P<0.05).Conclusion Inhibition of TRAF6 can not only ameliorate myocardial inflammatory injury and cardiac dysfunction in septic mice,but promote the involvment of cardiomyocyte autophagy in provention from sepsis-induced myocardial injury.

BACKGROUND:Sepsis complicated by myocardial injury is characterized by a high mortality.Metformin can prevent sepsis-induced myocardial dysfunction by exerting anti-inflammatory effects,improving oxidative stress,and reducing apoptosis.However,it is unclear whether metformin-induced autophagy plays an important role in the protective effect against sepsis-induced myocardial injury. OBJECTIVE:To explore the effect of metformin pretreatment on myocardial injury in septic mice. METHODS:A total of 40 male Kunming mice were randomly divided into sham operation group,model group,metformin group,and metformin+ 3-methyladenine group,with 10 mice in each group.The latter two groups were intraperitoneally injected with metformin for 14 days at a fixed time every day,and the metformin+3-methyladenine group was intraperitoneally injected with 3-methyladenine 1 hour before modeling.Twenty-four hours after the last injection of metformin,cecal ligation and perforation were used to construct a model of myocardial injury in septic mice.The sham operation group was not ligated and perforated.All mice were sacrificed 24 hours after surgery,and blood and myocardial specimens were collected.The levels of inflammatory factors and myocardial injury markers in serum were detected by ELISA.The mRNA expression of autophagy markers LC3B and p62 in myocardial tissue was detected by RT-qPCR.The protein expression of LC3B,Beclin-1,p62,p-AMPK,and AMPK in myocardial tissue was detected by western blot.The pathological changes in myocardial tissue were detected by hematoxylin-eosin staining. RESULTS AND CONCLUSION:Autophagy was inhibited in septic mice with myocardial injury.Compared with the sham operation group,the levels of serum tumor necrosis factor-α,interleukin-1β,interleukin-6,creatine kinase isoenzyme,and troponin T were increased in the model group(P<0.05),but there was no significant difference in p62,LC3Ⅱ/LC3Ⅰ,and p-AMPK/AMPK between the two groups(P>0.05).Compared with the model group,the levels of tumor necrosis factor-α,interleukin-6,creatine kinase isoenzyme,troponin T,and p62 were decreased in the metformin group(P<0.05),while LC3Ⅱ/LC3Ⅰ,p-AMPK/AMPK and Beclin-1 level were increased(P<0.05).Compared with the metformin group,the levels of tumor necrosis factor-α,interleukin-6,creatine kinase isoenzyme,troponin T,and p62 were increased in the metformin+3-methyladenine group(P<0.05),while LC3Ⅱ/LC3Ⅰ and Beclin-1 level were decreased(P<0.05).Myocardial hematoxylin-eosin staining indicated that myocardial fibers arranged normally in the sham operation group,but disorderedly in the model group,with interstitial edema and a large number of infiltrated inflammatory cells.A small amount of vacuolar changes were observed in the metformin group.The arrangement of myocardial fibers in the metformin+3-methyladenine group was slightly disordered,with more vacuolar changes.To conclude,metformin pretreatment may reduce myocardial injury in septic mice by activating the AMPK signaling pathway and inducing autophagy.

Background::Although the treatment of peripheral T-cell lymphoma (PTCL) has undergone advancements during the past several years, the response rate and long-term effects with respect to patients with PTCL remain unsatisfactory—particularly for relapsed or refractory (R/R) patients. This phase II trial was designed to explore the efficacy and safety of an all-oral regimen of chidamide plus prednisone, cyclophosphamide, and thalidomide (CPCT) for R/R PTCL patients who could not tolerate the standard chemotherapy for a variety of reasons.Methods::We conducted a multicenter phase II clinical trial in which we combined chidamide (30 mg twice weekly) with prednisone (20 mg daily after breakfast), cyclophosphamide (50 mg daily after lunch), and thalidomide (100 mg daily at bedtime) (the CPCT regimen) for a total of fewer than 12 cycles as an induction-combined treatment period, and then applied chidamide as single-drug maintenance. Forty-five patients were ultimately enrolled from August 2016 to April 2021 with respect to Chinese patients at nine centers. Our primary objective was to assess the overall response rate (ORR) after the treatment with CPCT.Results::Of the 45 enrolled patients, the optimal ORR and complete response (CR)/CR unconfirmed (CRu) were 71.1% (32/45) and 28.9% (13/45), respectively, and after a median follow-up period of 56 months, the median progression-free survival (PFS) and overall survival (OS) were 8.5 months and 17.2 months, respectively. The five-year PFS and OS rates were 21.2% (95% confidence interval [CI], 7.9-34.5%) and 43.8% (95% CI, 28.3-59.3%), respectively. The most common adverse event was neutropenia (20/45, 44.4%), but we observed no treatment-related death.Conclusion::The all-oral CPCT regimen was an effective and safe regimen for R/R PTCL patients who could not tolerate standard chemotherapy for various reasons.Trial Registration::ClinicalTrials.gov, NCT02879526.

Objective:To retrospectively analyze the treatment status of tyrosine kinase inhibitors (TKI) in newly diagnosed patients with chronic myeloid leukemia (CML) in China.Methods:Data of chronic phase (CP) and accelerated phase (AP) CML patients diagnosed from January 2006 to December 2022 from 77 centers, ≥18 years old, and receiving initial imatinib, nilotinib, dasatinib or flumatinib-therapy within 6 months after diagnosis in China with complete data were retrospectively interrogated. The choice of initial TKI, current TKI medications, treatment switch and reasons, treatment responses and outcomes as well as the variables associated with them were analyzed.Results:6 893 patients in CP ( n=6 453, 93.6%) or AP ( n=440, 6.4%) receiving initial imatinib ( n=4 906, 71.2%), nilotinib ( n=1 157, 16.8%), dasatinib ( n=298, 4.3%) or flumatinib ( n=532, 7.2%) -therapy. With the median follow-up of 43 ( IQR 22-75) months, 1 581 (22.9%) patients switched TKI due to resistance ( n=1 055, 15.3%), intolerance ( n=248, 3.6%), pursuit of better efficacy ( n=168, 2.4%), economic or other reasons ( n=110, 1.6%). The frequency of switching TKI in AP patients was significantly-higher than that in CP patients (44.1% vs 21.5%, P<0.001), and more AP patients switched TKI due to resistance than CP patients (75.3% vs 66.1%, P=0.011). Multi-variable analyses showed that male, lower HGB concentration and ELTS intermediate/high-risk cohort were associated with lower cytogenetic and molecular responses rate and poor outcomes in CP patients; higher WBC count and initial the second-generation TKI treatment, the higher response rates; Ph + ACA at diagnosis, poor PFS. However, Sokal intermediate/high-risk cohort was only significantly-associated with lower CCyR and MMR rates and the poor PFS. Lower HGB concentration and larger spleen size were significantly-associated with the lower cytogenetic and molecular response rates in AP patients; initial the second-generation TKI treatment, the higher treatment response rates; lower PLT count, higher blasts and Ph + ACA, poorer TFS; Ph + ACA, poorer OS. Conclusion:At present, the vast majority of newly-diagnosed CML-CP or AP patients could benefit from TKI treatment in the long term with the good treatment responses and survival outcomes.

Objective To analyze the influence of shaping on the bending strength of bone plates and the influence of different locking nail distributions on plate force to provide biomechanical references for shaping plates and selecting different locking nail distributions.Methods Finite element simulation analysis of the four-point bending strength of a plate was performed according to the YY/T 0342-2020 standard.Theoretical analysis and finite element simulation method were used to analyze the force on prosthesis models with different lock-nail distributions.Results At 30° bending,the 3.7 mm-thick plate had 28%higher equivalent plastic strain than the 2.7 mm-thick plate.The 3.7 and 2.7 mm-thick plates had ultimate bending angles of 55° and 67°,respectively.The crease had little impact on the plate stress.The four-point bending strength and equivalent bending stiffness of the unshapeed structure were 2.64 N·m and 1.12 N·m2,respectively.The four-point bending strength and equivalent bending stiffness with the crease were 2.63 N·m and 1.10 N·m2,respectively.After forward and backward bending,the four-point bending strength of the plate decreased from 2.64 to 2.45 N·m by approximately 7.72%,and the equivalent bending stiffness decreased from 1.12 to 0.98 N·m2 by approximately 12%.The impact was obvious.After implantation of tamponade screws,the four-point bending strength of the single-hole plate improved significantly from 2.64 to 3.15 N·m,by approximately 19.32%and the equivalent bending stiffness increased from 1.12 to 1.14 N·m2,by approximately 2.1%.At least two locking holes were reserved on both sides of the fracture line.Not inserting the locking screw reduced the stress by approximately 50%compared with the full insertion of the locking screw.During 15-week postoperative walking without bone callus formation,the material stress of TC4 reached 852.7 MPa and yielding occurred.Conclusions In a clinical scenario where larger shaping is required,it is not suitable for plates with larger thicknesses and plate fractures are more likely to occur after large-thickness shaping.This can guide the clinical selection of plates with appropriate thickness based on the shaping angle,and tamponade screws can be implanted in extreme cases.Fixing locking screws clinically is recommended;however,a method of fixing the locking screws with full screws is not recommended.The biomechanical effect is best when two locking holes at both ends of the fracture line are maintained without fixing the locking screws.