According to the Qi-blood-body fluid theory and the association between the spleen in visceral manifestation theory of traditional Chinese medicine （TCM） and mitochondria in modern cellular biology， it is proposed that the role of the spleen in generating and transforming Qi and blood is analogous to the energy-producing function of mitochondria—both serving as fundamental power sources for vital activities of the human body. The spleen governs transportation and transformation， playing a critical role in energy metabolism and the digestion and absorption of nutrients. Similarly， mitochondria are vital for maintaining physiological functions such as cellular energy supply， cell survival， and overall human metabolism. Furthermore， spleen deficiency is closely linked to mitochondrial dysfunction. Accordingly， mitochondrial energy conversion and substance metabolism are regarded as the microscopic essence of the spleen's function in transportation and transformation. Spleen deficiency and mitochondrial dysfunction contribute to the formation of pathological products such as phlegm-turbidity and blood stasis. This aligns with the pathogenesis of chronic obstructive pulmonary disease （COPD）， with Qi deficiency as the root cause and phlegm-turbidity and blood stasis as the manifestations. Therefore， the integrative treatment of COPD should follow the therapeutic principle of invigorating the spleen and reinforcing healthy Qi， while also resolving phlegm and removing blood stasis to address both root cause and manifestations. This approach can improve the mitochondrial function， regulate energy metabolism， and reduce oxidative stress levels to alleviate COPD symptoms， slow down disease progression， and improve prognosis. By integrating the holistic concept of TCM with molecular mechanisms of modern medicine， this paper explores the pathogenesis and therapeutic principles of COPD from the spleen-mitochondria correlation. It not only provides a new direction for the modern development of TCM and the integration of Chinese and Western medicine but also offers a theoretical foundation for the integrated treatment of chronic， complex age-related diseases.

According to the Qi-blood-body fluid theory and the association between the spleen in visceral manifestation theory of traditional Chinese medicine （TCM） and mitochondria in modern cellular biology， it is proposed that the role of the spleen in generating and transforming Qi and blood is analogous to the energy-producing function of mitochondria—both serving as fundamental power sources for vital activities of the human body. The spleen governs transportation and transformation， playing a critical role in energy metabolism and the digestion and absorption of nutrients. Similarly， mitochondria are vital for maintaining physiological functions such as cellular energy supply， cell survival， and overall human metabolism. Furthermore， spleen deficiency is closely linked to mitochondrial dysfunction. Accordingly， mitochondrial energy conversion and substance metabolism are regarded as the microscopic essence of the spleen's function in transportation and transformation. Spleen deficiency and mitochondrial dysfunction contribute to the formation of pathological products such as phlegm-turbidity and blood stasis. This aligns with the pathogenesis of chronic obstructive pulmonary disease （COPD）， with Qi deficiency as the root cause and phlegm-turbidity and blood stasis as the manifestations. Therefore， the integrative treatment of COPD should follow the therapeutic principle of invigorating the spleen and reinforcing healthy Qi， while also resolving phlegm and removing blood stasis to address both root cause and manifestations. This approach can improve the mitochondrial function， regulate energy metabolism， and reduce oxidative stress levels to alleviate COPD symptoms， slow down disease progression， and improve prognosis. By integrating the holistic concept of TCM with molecular mechanisms of modern medicine， this paper explores the pathogenesis and therapeutic principles of COPD from the spleen-mitochondria correlation. It not only provides a new direction for the modern development of TCM and the integration of Chinese and Western medicine but also offers a theoretical foundation for the integrated treatment of chronic， complex age-related diseases.

OBJECTIVE To construct a predictive model for evaluating the efficacy of a triple antiemetic regimen （neurokinin- 1 receptor antagonist+5-hydroxytryptamine 3 receptor antagonist+dexamethasone） for preventing nausea and vomiting induced by highly emetogenic chemotherapy （HEC） based on interpretable deep learning algorithms. METHODS Clinical data of cancer patients who received HEC and were treated with the standard triple antiemetic regimen in the oncology department of Tianjin Medical University General Hospital from January 2018 to December 2022 were collected retrospectively. Demographic， clinical and metabolism-related variables were integrated. After data pre-processing， two deep learning algorithms （deep random forest and dense neural network） and four machine learning algorithms （support vector machine， categorical boosting， random forest and decision tree） were used to build predictive models. Subsequently， model performance evaluation and model interpretability analysis were conducted. RESULTS Among the six candidate models， the deep random forest model demonstrated the best predictive performance on the test set， with an area under the receiver operating characteristic curve of 0.850， an accuracy of 0.911， a precision of 0.805， a recall of 0.783， an F1 score of 0.793， and a Brier score of 0.075. Interpretability analysis revealed that creatinine clearance rate （Ccr） was the key predictive factor， and low Ccr levels， female gender， younger age， highly emetogenic drugs （particularly cisplatin-containing chemotherapy regimens）， and anticipatory nausea and vomiting were positively correlated with the risk of HEC-related nausea and vomiting. CONCLUSIONS The deep random forest model exhibits the best performance in predicting the efficacy of triple antiemetic regimen for preventing HEC-related nausea and vomiting. The key predictors in this model primarily include Ccr，anticipatory nausea and vomiting， gender， age， and highly emetogenic drugs.

Accessory mitral valve（AMV）refers to the additional valvular structural components connected to the normal mitral valve. It is a rare congenital cardiovascular malformation with an incidence of approximately 1/26 000. Most patients have no obvious symptoms and are often accidentally detected during echocardiography due to the presence of other associated cardiac malformations. The combination of AMV with left ventricular outflow tract（LVOT）vegetations is extremely rare and may be related to infective endocarditis. In this case，a 48-year-old male patient was discovered to have a "cardiac mass" during treatment for a cerebral infarction at an external hospital and was admitted to China-Japan Union Hospital of Jilin University for further diagnosis and treatment. Over the past 3 months，the patient experienced intermittent fever，accompanied by chest tightness and pain during physical exertion. The patient had a history of gout and diabetes. Transthoracic echocardiography（TTE）and transesophageal echocardiography revealed left ventricular outflow tract obstruction，accessory mitral valve（membranous fixed type），and a space-occupying lesion on the ventricular septal side within the left ventricular outflow tract. The final diagnosis of vegetation in the left ventricular outflow tract and accessory mitral valve was confirmed through surgical resection and postoperative pathology. Postoperative TTE showed a significant reduction in the flow velocity and pressure gradient within the left ventricular outflow tract. Echocardiography，with its advantages of simplicity，non-invasiveness，and repeatability，allows for the direct observation of accessory mitral valve and other cardiac abnormalities，evaluation of valve function and hemodynamic changes，and assessment of the left ventricular outflow tract obstruction condition. It facilitates preoperative diagnosis and postoperative follow-up，serving as the gold standard for diagnosing accessory mitral valve.

Objective To analyze the relationships between color Doppler ultrasound parameters and insulin sensitivity index(ISI)and clinical efficacy in rats with polycystic ovary syndrome(PCOS)combined with hyperinsulinemia(HI).Methods A total of 140 3-week-old female SD SPF-grade rats were divided randomly into a PCOS without HI model(control group,n=70)and a PCOS combined with HI model(study group,n=70).After successful modeling,we used color Doppler ultrasound to detect the physical indicators,hemodynamic indicators,and ultrasound features of rat ovaries,and draw venous blood to evaluate ISI.Rats in the study group were treated with metformin by intragastric administration.The color Doppler ultrasound parameters of the good-effect and the poor-effect group were compared and a receiver operating characteristic curve(ROC)was drawn to analyze the value of the color Doppler ultrasound parameters for evaluating the curative effect of metformin in rats with PCOS combined with HI.Results The total ovarian area(TA),ovarian volume(OV),ovarian interstitial area(SA),vascularization index(VI),blood flow index(FI),fasting insulin(FINS),and fasting blood glucose(BFG)of the research group were all greater than those of the control group,while the resistance index,pulsatility index and ISI were observed significantly lower compared with contrast,there were obvious difference(P＜0.05).The color Doppler ultrasound parameters TA and SA were negatively correlated with ISI(r=-0.501,r=-0.492,respectively,P＜0.05),and ovarian RI and PI were positively correlated with ISI(r=0.504,r=0.485,respectively,P＜0.05).TA,OV,SA,VI,FI,VFI,PSV,PDV,low-density lipoprotein cholesterol,FPG,FINS,LH,and FSH were all significantly lower while RI and PI were significantly higher in the good-curative-effect group compared with the poor-curative-effect group(all P＜0.05).According to ROC curve analysis,the sensitivity and specificity of color Doppler ultrasound parameters combined with clinical efficacy were 90.9％and 90.2％,respectively,and the area under the curve(AUC)was 0.901.Conclusions Color Doppler ultrasound parameters are closely related to ISI and therapeutic efficacy in rats with PCOS combined with HI,and may thus predict clinical efficacy in patients with these conditions.

Objective:To compare the clinical and laboratory characteristics and survival between Chinese and Western patients with myelodysplastic neoplasms (MDS) .Methods:Clinical and laboratory data were collected from 1,464 primary adult patients diagnosed with MDS at the Institute of Hematology & Blood Diseases Hospital from August 2016 to June 2024. Collected data were retrospectively analyzed and compared with 2,191 patients from the International Working Group for the Prognosis of Myelodysplastic Syndromes (IWG-PM) .Results:Chinese patients were significantly younger (median age: 56 years vs. 72 years, P<0.001) and experienced more severe hematopenia ( P<0.001) compared with patients from the IWG-PM. Further, Chinese patients exhibited a higher percentage of isolated del (20q), +8, and complex karyotypes as well as a lower percentage of normal karyotypes, del (5q), and -Y ( P<0.001). Higher U2AF1, NRAS, and NPM1 mutation rates and lower ASXL1, SF3B1, and RUNX1 mutation rates were observed in Chinese patients than in participants from the IWG-PM ( P<0.05). No significant difference in overall survival (OS) was found between the two groups (median OS: 48 [95% CI: 40 - 56]months, vs. 45[95% CI: 40 - 49] months; P=0.449). Among participants aged ≤45 years, Chinese patients demonstrated more trisomy 8 ( P=0.070) and U2AF1 mutation ( P<0.001) and higher 4-year OS rate compared with those from the IWG-PM (75.5% vs. 62.1%, P=0.001). Among participants aged ≥70 years, Chinese patients exhibited more complex karyotypes but fewer del (5q) as well as more NPM1 but less SF3B1 and TET2 compared with those from the IWG-PM ( P<0.05). Chinese patients demonstrated shorter survival (median OS: 20 [95% CI: 13 - 27] months vs. 37 [95% CI: 32 - 42] months, P<0.001) . Conclusion:Chinese and Western MDS patients differ in age of onset, clinical features, and cytogenetic or molecular genetic abnormalities, with significant differences persisting in age-matched groups. Although the OS is similar, disparities exist in survival for younger and older patients between the two populations.

Objective:To investigate the clinical, laboratory, and prognostic features of myelodysplastic neoplasm (MDS) patients harboring acute myeloid leukemia (AML) -like mutations.Methods:We retrospectively analyzed clinical, molecular, and outcome data from 1 464 adults with primary MDS diagnosed at the Institute of Hematology and Blood Diseases Hospital from August 2016 to June 2024.Results:AML-like mutations were detected in 64 patients (4.4% ). Compared with patients without AML-like mutations, those with AML-like mutations were younger [median 50 ( IQR 39–60) vs 56 (45, 65) years; P=0.001], more often female (51.6% vs 35.4% ; P=0.009), had higher bone marrow blast percentage [6.5% (3.0%, 10.5% ) vs 2.5% (1.0%, 7.0% ) ; P<0.001], a higher rate of normal karyotype (75.0% vs 48.1% ; P<0.001), and lower hemoglobin levels [73 (67, 82) g/L vs 80 (66, 98) g/L; P=0.006]. The AML-like group had a higher number of gene mutations than the non-AML-like group [3 ( IQR 2–4) vs 2 (1, 3) ; P<0.001). It was enriched for mutations in NPM1, DNMT3A, WT1, PTPN11, NRAS, BCOR, FLT3, CEBPA, and MYC (all P<0.05) and had lower rates of U2AF1, ASXL1, and TP53 mutations (all P<0.05). Overall survival (OS) did not differ between groups ( P=0.730) ; however, the AML-like group had significantly shorter leukemia-free survival (LFS) [19 months (95% CI: 13–25) vs 46 months (95% CI: 38–54) ; P=0.012] and a higher 2-year cumulative incidence of AML transformation [ (41.7±9.1) % vs (10.4±1.1) % ; P<0.001]. Within the AML-like group, OS, LFS, and cumulative incidence of AML transformation did not differ between patients with low blasts and those with excess blasts (IB). Multivariable Cox regression identified age ≥60 years and PTPN11 mutations as independent adverse prognostic factors for OS, while DNMT3A, PTPN11, and FLT3 mutations independently predicted leukemic transformation. Conclusions:MDS patients harboring AML-like mutations exhibit distinct clinical and molecular features and a higher risk of progression to AML.

The paper presents a case of 69-year-old male with marginal zone lymphoma (MZL) manifesting as acute kidney injury (AKI) requiring emergency hemodialysis. The patient presented with fever, fatigue and rapidly progressive renal dysfunction, and serum creatinine was 1 105 μmol/L. Emergency central venous catheterization and hemodialysis were performed. Serum immunofixation electrophoresis revealed monoclonal IgM and λ light chain positivity. Autoantibody testing showed positivity for both anti-SSA and anti-SSB antibodies. Renal biopsy demonstrated interstitial infiltration by atypical B lymphocytes with λ light chain restriction. The diagnosis of MZL was confirmed by bone marrow biopsy. Following hemodialysis and chemotherapy with bendamustine plus rituximab, renal function significantly improved and remained stable during follow-up. This case highlights that AKI may serve as the initial manifestation of lymphoma, underscoring the importance of considering hematologic malignancies in the differential diagnosis of unexplained renal failure.

Accessory mitral valve（AMV）refers to the additional valvular structural components connected to the normal mitral valve. It is a rare congenital cardiovascular malformation with an incidence of approximately 1/26 000. Most patients have no obvious symptoms and are often accidentally detected during echocardiography due to the presence of other associated cardiac malformations. The combination of AMV with left ventricular outflow tract（LVOT）vegetations is extremely rare and may be related to infective endocarditis. In this case，a 48-year-old male patient was discovered to have a "cardiac mass" during treatment for a cerebral infarction at an external hospital and was admitted to China-Japan Union Hospital of Jilin University for further diagnosis and treatment. Over the past 3 months，the patient experienced intermittent fever，accompanied by chest tightness and pain during physical exertion. The patient had a history of gout and diabetes. Transthoracic echocardiography（TTE）and transesophageal echocardiography revealed left ventricular outflow tract obstruction，accessory mitral valve（membranous fixed type），and a space-occupying lesion on the ventricular septal side within the left ventricular outflow tract. The final diagnosis of vegetation in the left ventricular outflow tract and accessory mitral valve was confirmed through surgical resection and postoperative pathology. Postoperative TTE showed a significant reduction in the flow velocity and pressure gradient within the left ventricular outflow tract. Echocardiography，with its advantages of simplicity，non-invasiveness，and repeatability，allows for the direct observation of accessory mitral valve and other cardiac abnormalities，evaluation of valve function and hemodynamic changes，and assessment of the left ventricular outflow tract obstruction condition. It facilitates preoperative diagnosis and postoperative follow-up，serving as the gold standard for diagnosing accessory mitral valve.

Objective:To validate and optimize the interpretation methods and cut-off values of prolonged activated partial thromboplastin time (APTT) mixing test, in order to elevate the clinical applicational value in differentiating single factor deficiency, positive lupus anticoagulant (LA) and FⅧ inhibitors.Methods:This cross-sectional retrospective study involved 130 cases with single APTT prolongation for unknown reasons who underwent mixing tests in the First Hospital of Jilin University from January 1st, 2022 to December 31st, 2023, including 84 males and 46 females. Rosner index (RI), Percentage correction ("Chang") method, Normal reference interval (NRI) method, differential analysis, post-incubation prolongation time and percentage (including mixed immediately and ) were respectively calculated and analyzed for both immediate mixing and 2-hour post-mixing incubation. According to clinical diagnosis, patients were divided into single factor deficiency (51 cases), positive lupus anticoagulant (LA) (56 cases), and positive factor Ⅷ (FⅧ) inhibitor (23 cases). Receiver operation characteristic (ROC) curve analysis was used to determine the cut-off values for APTT mixing test methods in patients with different reasons for prolonged APTT, which were evaluted and adjusted by AUC, sensitivity, and specificity, and compared with the methods currently used for interpretations.Results:For the single factor deficiency cases, the AUCs of immediate RI index <7.5% and incubated RI index <13.9% were 0.87 and 0.90, respectively, with sensitivities at 87.8% and 83.8%, and specificities at 72.0% and 80.0%, whose combination had sensitivity and specificity at 87.3%, and 94.0%, respectively; the judging accuracy increased from 84.6% (110/130) in currently used rule to 93.1% (121/130). For the positive lupus anticoagulant (LA) cases, the combination of immediate RI index >10.3% and prolonged post-incubation clotting time percentage <9.1% showed 88.5% sensitivity and 99.8% specificity; the judging accuracy improved from 80.0% (104/130) in currently used rule to 86.2% (112/130). For positive FⅧ inhibitor cases, the combination of incubated RI index >17.0% and prolonged post-incubation clotting time percentage >9.1% had 99.8% sensitivity and 100.0% specificity; the judging accuracy increased from 89.2% (116/130) in currently used rule to 94.6% (123/130).Conclusion:This study validated and optimized the interpretation methods and cut-off values for the prolonged APTT mixing test in differentiating single factor deficiencies, prositive FⅧ inhibitors and LA positive cases, significantly improving the judging sensitivity and specificity.