With the continuous deepening of the concept of precision diagnosis and treatment for lung cancer, how to achieve higher efficiency and accuracy in the screening, diagnosis, and treatment pathways in clinical practice has become an important issue that urgently needs to be overcome. The current clinical difficulty lies in the fact that despite continuous advancements in imaging and molecular diagnostic technologies, there are still limitations in manual efficiency and subjective experience when it comes to massive data analysis and multi-scale feature extraction. Artificial intelligence (AI), especially algorithm systems based on deep learning, is an innovative technology capable of deeply empowering medical big data. This method utilizes algorithms such as convolutional neural networks, combined with radiomics, pathomics, and multi-modal data fusion analysis, demonstrating immense potential in early precise detection and benign-malignant differentiation of pulmonary nodules, digital pathological subtype recognition and non-invasive prediction of driver genes, precise 3D surgical planning and automatic delineation of radiotherapy target volumes, as well as dynamic risk warning during follow-up. This innovative technology provides a brand-new solution for realizing intelligent and individualized lung cancer diagnosis and treatment models. This consensus, based on the latest evidence from evidence-based medicine and combined with the development trends in the AI field and real-world clinical needs, was ultimately formed by gathering the consensus opinions of multidisciplinary experts in radiology, pathology, thoracic surgery, and other fields. The main content covers the application specifications of AI in the three core scenarios of lung cancer screening, diagnosis, and treatment, the technical standards for data collection and algorithm validation, as well as the ethical and regulatory challenges faced at the current stage. It aims to clarify the applicable boundaries of AI as a clinical auxiliary decision support tool, providing scientific guidance and standardized exploration directions for peers currently engaged in or planning to carry out AI-assisted clinical diagnosis, treatment, and translation of lung cancer.

Objective To gain insights into the biological characteristics of different populations of Culex tritaeniorhynchus within and around the Yellow Sea wetland from the perspective of the occurrence of resistance, we investigated the levels of resistance to deltamethrin and kdr gene mutation in the wetland and its peripheral areas. Methods Specimens were collected from Cx. tritaeniorhynchus populations at two monitoring sites in the Rare Bird National Nature Reserve and Tiaozi Ni Wetland Scenic Area, and also from two populations in Yancheng City and the Liuhe District of Nanjing, and the resistance of these mosquitoes to deltamethrin was determined using the CDC biotest bottle method. For each concentration of deltamethrin assessed, a random subset of exposed specimens was selected for amplification of the kdr gene fragment, followed by Sanger sequencing to identify and analyze resistance-associated mutations. Results The LC50 levels of deltamethrin among mosquitoes from the four populations in Luhe, Yancheng, the Rare Bird National Nature Reserve and the Tiaozi Ni Wetland Scenic Area were 2.048 5, 7.798 2, 3.473 3, and 17.695 5 mg/mL, respectively, with corresponding concentrations of deltamethrin ranging from 0.005 to 5.000,0.050 to 50.000,0.050 to 25.000 and 0.050 to 50.000 mg/mL, respectively. Furthermore, the ranges of the KT50 values were 11.76-107.43, 67.05-216.30,29.77-107.43 and 28.40-329.51 min; the 1-h knockdown rates were 34.58%-99.15%, 9.52%-43.80%, 55.09%-73.01%, and 10.09%-68.07%; and the 24-h mortality rates were 12.15%-67.52%,9.52%-79.56%,13.17%-82.21%, and 11.01%-78.99%, respectively. With respect to kdr gene mutation, we assayed a total of 63,70,59, and 57 mosquitoes for the four populations, for which we detected L1014F mutation frequencies of 14.29%, 35.00%, 20.34%, and 31.58%, respectively, with a majority of these mutations being heterozygous for resistance. In addition, five adult mosquitoes were identified has having synonymous mutations at site 1011[i. e. , AAT(asparagine)mutation to AAC(asparagine)]. Conclusions Our findings revealed the clear resistance of Cx. tritaeniorhynchus to deltamethrin in the Yancheng region of the Yellow Sea wetland, and the resistance phenotype and kdr frequency of Cx. tritaeniorhynchus in the wetland environment were comparable to those of Cx. tritaeniorhynchus in the wetland environment, thereby indicating that the resistance of different populations of Cx. tritaeniorhynchus was homogeneous under the pressure of different insecticide selection within and around the wetland. However, the underlying mechanisms need to be further studied.

Objective To explore the application of goal-directed fluid therapy based on pulse pressure variation rate(PPV)combined with low central venous pressure(LCVP)technique in liver surgery.Methods A total of 86 patients who underwent liver lobe/segment resection in our hospital from January 2022 to December 2023 were included,and randomly divided into two groups by random sequence method.Patients in the conventional group were treated with LCVP technique,while patients in the test group were given PPV goal-directed intervention on the basis of the conventional group.The surgical indicators,hemodynamic indicators,cognitive function,adverse reactions and recovery of gastrointestinal function of patients in the two groups were compared.Results There was no statistically significant difference in the operation time,Pringle maneuver time,first postoperative exhausting time or first postoperative defecation time of patients between the two groups(P>0.05).However,the intraoperative blood loss,intraoperative fluid infusion volume and hospital stay of patients in the test group were all less/shorter than those in the conventional group(P<0.05).Compared with the time point of T0,patients in the two groups showed increased heart rate(HR)but decreased mean arterial pressure(MAP)and central venous pressure(CVP)at time points of T1 and T2(P<0.05).There was no statistically significant difference in the HR or MAP of patients between the two groups at time points of T0,T1,T2 and T3(P>0.05).At time points of T1 and T2,the CVP of patients in the test group was lower than that in the conventional group(P<0.05).One day after operation,the mini-mental state examination(MMSE)score of patients in the test group was higher than that in the conventional group(P<0.05).The MMSE scores 7 days after operation of patients in the two groups were higher than those 1 day after operation(P<0.05).Patients in the test group had a lower total incidence of adverse reactions and a shorter recovery time of gastrointestinal function than those in the conventional group(P<0.05).Conclusion The goal-directed fluid therapy based on PPV combined with LCVP technique has a good application effect in liver surgery,which can reduce intraoperative blood loss and fluid infusion volume of patients,shorten hospital stay,increase hemodynamic stability,improve postoperative cognitive dysfunction,and promote the recovery of gastrointestinal function,with a relatively high treatment safety.

Objective:To explore the application value of dynamic monitoring of serum thyroid hormone(THs)levels in assessing the condition changes and prognosis of elderly patients with sepsis.Methods:Using a retrospective cohort study,a total of 120 elderly critically ill patients hospitalized in the Department of Critical Care Medicine from April 2020 to April 2023 were selected as research subjects,divided into a sepsis group(60 cases)and a non-sepsis group(60 cases).Sepsis patients were further divided into a survival group(43 cases)and a death group(17 cases)based on 28-day survival status.Serum THs,PCT,IL-6,and Lac were measured on the 1st,5th,and 10th days of hospitalization(d1,d5,dl0)for sepsis patients,and the Sequential Organ Failure Assessment(SOFA)score and Acute Physiology and Chronic Health Evaluation Ⅱ(APACHE Ⅱ)score were recorded.The datas of non-sepsis patients were sampled on d1.The incidence of non-thyroidal illness syndrome(NTIS)was statistically analyzed,and the dynamic changes of serum THs among different groups were compared.The correlation between THs and disease severity,as well as the predictive value of THs for 28-day mortality in sepsis,was analyzed.Results:①The incidence of NTIS was 78.33％(94/120),with a significantly higher incidence in sepsis patients(96.67％,58/60)compared to non-sepsis patients(60.00％),with statistical significance(P＜0.05).②Compared to non-sepsis patients,sepsis patients had significantly lower levels of TSH,T3,FT3,and T4 on d1,while rT3 was significantly elevated,with statistical significance(P＜0.05);the difference in FT4 levels was not statistically significant(P＞0.05).Pearson correlation analysis showed that T3 and T4 were negatively correlated with SOFA and APACHE Ⅱ scores(P＜0.05),while other THs indicators showed no correlation with SOFA and APACHE Ⅱ scores(P＞0.05).ANOVA results indicated that there was no statistically significant difference in T4 levels at the three time points,and its changes showed no obvious linear trend over time(P＞0.05);T3 was significantly lower on d1 than on d5 and d10,and showed an increasing trend with longer hospitalization,while SOFA and APACHE Ⅱ scores were significantly higher on d1 than on d5 and d10,showing a decreasing trend with longer hospitalization(all P＜0.05).③Compared to the survival group of sepsis patients,the death group had significantly higher levels of PCT on d10,IL-6 on d5 and d10,and Lac on d1,d5,and d10(P＜0.05).The death group had significantly lower levels of T3 and T4 on d1,significantly lower levels of TSH,T3,T4,and FT4 on d5,and significantly lower levels of TSH,T3,FT3,T4,and FT4 on d10,with statistical significance(P＜0.05).④Logistic regression analysis showed that independent risk factors for 28-day mortality in sepsis patients included T3 on d1 and T3,FT3,T4,FT4,and IL-6 on d10,with statistical significance(P＜0.05).ROC curve analysis indicated that serum levels of T3,FT3,T4,and FT4 on d10 had certain predictive value for 28-day mortality in sepsis patients(all P＜0.05),with T3,FT3,and FT4 showing good predictive value,and their AUCs were 0.875,0.872,and 0.861,respectively.The combined AUC for predicting 28-day mortality in sepsis patients using T3,FT3,and FT4 on d10 increased to 0.902.Conclusion:The incidence of NTIS was high in elderly sepsis patients,and the serum THs levels and their dynamic changes were closely related to the patients'condition changes.Continuous dynamic monitoring of serum THs levels could help to assess the progression of sepsis,and T3 may serve as an indicator for evaluating the progression and prognosis of sepsis.

Aim To study the renal protective effect of balanophora polysaccharide(BPS)on diabetic nephrop-athy(DN)mice and explore the related mechanisms.Methods A DN mouse model was induced using a high-fat diet combined with intraperitoneal injection of streptozotocin(STZ),which was indicated by fasting blood glucose higher than 11.1 mmol·L-1,accompa-nied by diabetic symptoms such as polydipsia,polydia-gia,polyuria and weight loss,then BPS intervention was performed.Body weight and fasting blood glucose of each group mice were detected;automatic biochemical analyzer was used to detect blood creatinine(SCr),blood urea nitrogen(BUN),24 h urinary protein(24 h UP),triglycerides(TG),total cholesterol(TC),alanine aminotransferase(ALT)content;ELISA was applied to determine serum inflammatory factor interleukin-6(IL-6)and tumor necrosis factor-α(TNF-α)level;HE and Masson staining were employed to observe renal his-topathological morphology;Western blot was used to de-tect Toll-like receptor 4(TLR4),myeloid differentiation factor 88(MyD88),nuclear factor κB(NF-κB)for pro-tein expression.Results Compared with the model group,after BPS,body weight and fasting blood glucose decreased(P＜0.01 or P＜0.05);SCr,BUN,24 h UP,TC,TG and ALT significantly decreased(P＜0.01 or P＜0.05);the levels of the proinflammatory factors TNF-α and IL-6 were significantly reduced(P＜0.01 or P＜0.05);renal tissue injury and fibrosis decreased;TLR4,MyD88,NF-κB protein expression significantly decreased(P＜0.01 or P＜0.05).Conclusion BPS has a protective effect on the kidneys of DN mice,re-ducing the blood glucose level,improving liver and kid-ney function,alleviating renal tissue damage and renal fibrosis,and reducing inflammation response.Its mecha-nism may be related to the regulation of TLR4/MyD88/NF-κB signaling pathway.

Aim To study the renal protective effect of balanophora polysaccharide(BPS)on diabetic nephrop-athy(DN)mice and explore the related mechanisms.Methods A DN mouse model was induced using a high-fat diet combined with intraperitoneal injection of streptozotocin(STZ),which was indicated by fasting blood glucose higher than 11.1 mmol·L-1,accompa-nied by diabetic symptoms such as polydipsia,polydia-gia,polyuria and weight loss,then BPS intervention was performed.Body weight and fasting blood glucose of each group mice were detected;automatic biochemical analyzer was used to detect blood creatinine(SCr),blood urea nitrogen(BUN),24 h urinary protein(24 h UP),triglycerides(TG),total cholesterol(TC),alanine aminotransferase(ALT)content;ELISA was applied to determine serum inflammatory factor interleukin-6(IL-6)and tumor necrosis factor-α(TNF-α)level;HE and Masson staining were employed to observe renal his-topathological morphology;Western blot was used to de-tect Toll-like receptor 4(TLR4),myeloid differentiation factor 88(MyD88),nuclear factor κB(NF-κB)for pro-tein expression.Results Compared with the model group,after BPS,body weight and fasting blood glucose decreased(P＜0.01 or P＜0.05);SCr,BUN,24 h UP,TC,TG and ALT significantly decreased(P＜0.01 or P＜0.05);the levels of the proinflammatory factors TNF-α and IL-6 were significantly reduced(P＜0.01 or P＜0.05);renal tissue injury and fibrosis decreased;TLR4,MyD88,NF-κB protein expression significantly decreased(P＜0.01 or P＜0.05).Conclusion BPS has a protective effect on the kidneys of DN mice,re-ducing the blood glucose level,improving liver and kid-ney function,alleviating renal tissue damage and renal fibrosis,and reducing inflammation response.Its mecha-nism may be related to the regulation of TLR4/MyD88/NF-κB signaling pathway.

Objective To explore the application of goal-directed fluid therapy based on pulse pressure variation rate(PPV)combined with low central venous pressure(LCVP)technique in liver surgery.Methods A total of 86 patients who underwent liver lobe/segment resection in our hospital from January 2022 to December 2023 were included,and randomly divided into two groups by random sequence method.Patients in the conventional group were treated with LCVP technique,while patients in the test group were given PPV goal-directed intervention on the basis of the conventional group.The surgical indicators,hemodynamic indicators,cognitive function,adverse reactions and recovery of gastrointestinal function of patients in the two groups were compared.Results There was no statistically significant difference in the operation time,Pringle maneuver time,first postoperative exhausting time or first postoperative defecation time of patients between the two groups(P>0.05).However,the intraoperative blood loss,intraoperative fluid infusion volume and hospital stay of patients in the test group were all less/shorter than those in the conventional group(P<0.05).Compared with the time point of T0,patients in the two groups showed increased heart rate(HR)but decreased mean arterial pressure(MAP)and central venous pressure(CVP)at time points of T1 and T2(P<0.05).There was no statistically significant difference in the HR or MAP of patients between the two groups at time points of T0,T1,T2 and T3(P>0.05).At time points of T1 and T2,the CVP of patients in the test group was lower than that in the conventional group(P<0.05).One day after operation,the mini-mental state examination(MMSE)score of patients in the test group was higher than that in the conventional group(P<0.05).The MMSE scores 7 days after operation of patients in the two groups were higher than those 1 day after operation(P<0.05).Patients in the test group had a lower total incidence of adverse reactions and a shorter recovery time of gastrointestinal function than those in the conventional group(P<0.05).Conclusion The goal-directed fluid therapy based on PPV combined with LCVP technique has a good application effect in liver surgery,which can reduce intraoperative blood loss and fluid infusion volume of patients,shorten hospital stay,increase hemodynamic stability,improve postoperative cognitive dysfunction,and promote the recovery of gastrointestinal function,with a relatively high treatment safety.

Objective:To explore the application value of dynamic monitoring of serum thyroid hormone(THs)levels in assessing the condition changes and prognosis of elderly patients with sepsis.Methods:Using a retrospective cohort study,a total of 120 elderly critically ill patients hospitalized in the Department of Critical Care Medicine from April 2020 to April 2023 were selected as research subjects,divided into a sepsis group(60 cases)and a non-sepsis group(60 cases).Sepsis patients were further divided into a survival group(43 cases)and a death group(17 cases)based on 28-day survival status.Serum THs,PCT,IL-6,and Lac were measured on the 1st,5th,and 10th days of hospitalization(d1,d5,dl0)for sepsis patients,and the Sequential Organ Failure Assessment(SOFA)score and Acute Physiology and Chronic Health Evaluation Ⅱ(APACHE Ⅱ)score were recorded.The datas of non-sepsis patients were sampled on d1.The incidence of non-thyroidal illness syndrome(NTIS)was statistically analyzed,and the dynamic changes of serum THs among different groups were compared.The correlation between THs and disease severity,as well as the predictive value of THs for 28-day mortality in sepsis,was analyzed.Results:①The incidence of NTIS was 78.33％(94/120),with a significantly higher incidence in sepsis patients(96.67％,58/60)compared to non-sepsis patients(60.00％),with statistical significance(P＜0.05).②Compared to non-sepsis patients,sepsis patients had significantly lower levels of TSH,T3,FT3,and T4 on d1,while rT3 was significantly elevated,with statistical significance(P＜0.05);the difference in FT4 levels was not statistically significant(P＞0.05).Pearson correlation analysis showed that T3 and T4 were negatively correlated with SOFA and APACHE Ⅱ scores(P＜0.05),while other THs indicators showed no correlation with SOFA and APACHE Ⅱ scores(P＞0.05).ANOVA results indicated that there was no statistically significant difference in T4 levels at the three time points,and its changes showed no obvious linear trend over time(P＞0.05);T3 was significantly lower on d1 than on d5 and d10,and showed an increasing trend with longer hospitalization,while SOFA and APACHE Ⅱ scores were significantly higher on d1 than on d5 and d10,showing a decreasing trend with longer hospitalization(all P＜0.05).③Compared to the survival group of sepsis patients,the death group had significantly higher levels of PCT on d10,IL-6 on d5 and d10,and Lac on d1,d5,and d10(P＜0.05).The death group had significantly lower levels of T3 and T4 on d1,significantly lower levels of TSH,T3,T4,and FT4 on d5,and significantly lower levels of TSH,T3,FT3,T4,and FT4 on d10,with statistical significance(P＜0.05).④Logistic regression analysis showed that independent risk factors for 28-day mortality in sepsis patients included T3 on d1 and T3,FT3,T4,FT4,and IL-6 on d10,with statistical significance(P＜0.05).ROC curve analysis indicated that serum levels of T3,FT3,T4,and FT4 on d10 had certain predictive value for 28-day mortality in sepsis patients(all P＜0.05),with T3,FT3,and FT4 showing good predictive value,and their AUCs were 0.875,0.872,and 0.861,respectively.The combined AUC for predicting 28-day mortality in sepsis patients using T3,FT3,and FT4 on d10 increased to 0.902.Conclusion:The incidence of NTIS was high in elderly sepsis patients,and the serum THs levels and their dynamic changes were closely related to the patients'condition changes.Continuous dynamic monitoring of serum THs levels could help to assess the progression of sepsis,and T3 may serve as an indicator for evaluating the progression and prognosis of sepsis.

A retrospective analysis was made on clinical data of a child with osteopathia striata with cranial sclerosis (OS-CS) diagnosed in the Department of Neonatology, Children′s Hospital Affiliated to Shandong University in January 2024.The proband was admitted to hospital due to premature delivery at 30 + 2 weeks, shortness of breath and poor response for 13 days after resuscitation.After birth, the child had no spontaneous breathing with floppy limbs.Tracheal intubation was required for positive pressure ventilation.Cranial ultrasound showed right subventricular hemorrhage with bilateral intraventricular hemorrhage and bilateral parieto-occipital subdural hemorrhage; cardiac ultrasound showed patent ductus arteriosus and tricuspid regurgitation; scrotal ultrasound showed bilateral inguinal cryptorchidism with right testicular hydrocele; gastrointestinal ultrasound showed that the lumen of the transverse colon was filled with many fecal matters with strong echoes.Whole exome sequencing(WES) indicated that the proband carried a hemizygous variant of c. 1489C>T(p.Arg497 *) in the AMER1 gene, which was inherited from his mother, as verified by Sanger sequencing.The hemizygous variant of c. 1489C>T(p.Arg497 *) in the AMER1 gene was rated as likely pathogenic (PVS1+ PM2-Supporting) according to the American College of Medical Genetics and Genomics(ACMG) guidelines, which was not included in the Human Gene Mutation Database(HGMD) database.High-throughput sequencing identified the hemizygous variant of c. 1489C>T(p.Arg497 *) in the AMER1 gene as the genetic etiology of the proband.This was the first report of AMER1 gene variant leading to OS-CS in China.The study enriches the variation spectrum and clinical phenotype spectrum of the AMER1 gene, providing a valuable foundation for clinical diagnosis, treatment, and subsequent research of the disease.

Purpose: This study assessed the performance of the ultrasound-guided attenuation parameter (UGAP) in diagnosing and grading hepatic steatosis in patients with metabolic dysfunctionassociated steatotic liver disease (MASLD). Magnetic resonance imaging proton density fat fraction (MRI-PDFF) served as the reference standard. Methods: Patients with hepatic steatosis were enrolled in this prospective study and underwent UGAP measurements. MRI-PDFF values of ≥5%, ≥15%, and ≥25% were used as references for the diagnosis of steatosis grades ≥S1, ≥S2, and S3, respectively. Spearman correlation coefficients and area under the receiver operating characteristic curves (AUCs) were calculated. Results: Between July 2023 and June 2024, the study included 88 patients (median age, 40 years; interquartile range [IQR], 36 to 46 years), of whom 54.5% (48/88) were men and 45.5% (40/88) were women. Steatosis grades exhibited the following distribution: 22.7% (20/88) had S0, 50.0% (44/88) had S1, 21.6% (19/88) had S2, and 5.7% (5/88) had S3. The success rate for UGAP measurements was 100%. The median UGAP value was 0.74 dB/cm/MHz (IQR, 0.65 to 0.82 dB/ cm/MHz), and UGAP values were positively correlated with MRI-PDFF (r=0.77, P<0.001). The AUCs of UGAP for the diagnoses of ≥S1, ≥S2, and S3 steatosis were 0.91, 0.90, and 0.88, respectively. In the subgroup analysis, 98.4% (60/61) of patients had valid controlled attenuation parameter (CAP) values. UGAP measurements were positively correlated with CAP values (r=0.65, P<0.001). Conclusion Using MRI-PDFF as the reference standard, UGAP demonstrates good diagnostic performance in the detection and grading of hepatic steatosis in patients with MASLD.