1.Pathogenesis and Prevention Strategies of Hypercoagulable State in Malignant Tumors Based on the Theory of "Sweet-Flavored Medicinals Retaining and Restoring Body Fluid"
Yong WANG ; Zixuan CHENG ; Weiyang KONG ; Yuwei SUN ; Yunxuan SHI ; Ruyu QIN ; Zhaidong LIU
Journal of Traditional Chinese Medicine 2026;67(1):26-30
Based on the theory of "sweet-flavored medicinals retaining and restoring body fluid", this paper proposed that the core pathogenesis of hypercoagulable state in malignant tumors is qi deficiency and fluid consumption, blood stasis and vessels stagnation, which evolves dynamically according to the pattern "qi deficiency → fluid consumption → blood stasis". Accordingly, a staged treatment system is established with the general principle of "fortifying the middle jiao, restoring fluid and activating blood circulation". In the initial stage, invigorating the spleen and boosting qi to generate body fluid, targeting the onset of middle jiao deficiency and body fluid consumption; in the middle stage, nourishing yin and unblocking collaterals to facilitate body fluid circulation, addressing the disorder of body fluid transportation and collateral injury caused by internal dryness; in the late stage, consolidating yin and resolving blood stasis to retain body fluid, resolving yin impairment, fluid exhaustion, and binding of stasis and toxin. By regulating body fluid metabolism to improve the hypercoagulable state, this system is intended to provide insights for the prevention and treatment of hypercoagulable state in malignant tumors with traditional Chinese medicine.
2.Research progress on the mechanisms of traditional Chinese medicine in treating functional constipation based on the gut microbiota-bile acid axis
Xiangrui KONG ; Qimeng ZHANG ; Yue ZOU ; Yong LIANG ; Yu SHI ; Yang ZHANG ; Hongxi ZHANG
China Pharmacy 2026;37(2):244-249
Functional constipation (FC) is a common functional disorder of the intestines, mainly characterized by reduced bowel movement frequency, difficulty in defecation, a sensation of incomplete evacuation, and hard stools, which severely affect patients’ quality of life. Research indicates that the pathogenesis of FC is closely related to gut microbiota dysbiosis and abnormal bile acid secretion. Bile acids, as endogenous natural laxatives, promote bowel movements by enhancing colonic secretion and regulating intestinal motility; meanwhile, gut microbiota influence colonic transit function by regulating the enteric nervous system, immune system, and their metabolic products. Based on an overview of the relationship between gut microbiota and bile acid metabolism, this article systematically reviews the current research status on the mechanisms of traditional Chinese medicine (TCM) in treating FC by regulating the balance of the gut microbiota-bile acid axis. It is found that single Chinese medicinal herbs (such as Atractylodes macrocephala), isolated compounds (such as Platycodon grandiflorum polysaccharides), herbal formulas (such as Shanger huang pill), acupuncture, and moxibustion can up-regulate the abundance of beneficial bacteria, reshape the microbial structure, correct bile acid metabolism, and activate the Takeda G-protein receptor 5/farnesoid X receptor pathway to treat FC.
3.Clinical Observation on Prevention of Recurrence of Common Bile Duct Stones After ERCP with Yuyin Lidan Granules
Xiao WANG ; Yong FANG ; Cong HE ; Jiali ZHANG ; Meng YU ; Jing KONG ; Yi JIANG ; Chuanqi CHENG ; Xiaosu WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(4):159-166
ObjectiveTo observe the clinical efficacy and safety of Yuyin Lidan granules (YYLD) in preventing the recurrence of common bile duct stones (CBDS) in patients with liver and gallbladder dampness-heat syndrome following endoscopic retrograde cholangiopancreatography (ERCP). MethodsThis randomized, parallel, controlled trial enrolled postoperative CBDS-ERCP patients who met the inclusion and exclusion criteria. Sixty-four patients were randomly assigned to an observation group or a control group, with 32 cases in each. Both groups received conventional Western medical treatment after ERCP, while the observation group additionally received YYLD for 8 weeks. The follow-up period lasted for 1 year. The efficacy indicators included bile bilirubin levels, traditional Chinese medicine (TCM) syndrome scores, clinical efficacy rate, pancreatitis and inflammation markers, postoperative liver function, and CBDS recurrence rate at 1-year follow-up, which were used to jointly evaluate the clinical efficacy and safety of both groups. ResultsA total of 56 patients completed the study and were included in the final analysis, i.e., 29 in the observation group and 27 in the control group. Baseline characteristics were comparable between the two groups. Compared with pre-treatment and with the control group after treatment, the bile bilirubin level in the observation group significantly decreased (P<0.05). After treatment, the clinical cure and marked improvement rates were higher in the observation group than in the control group, showing a statistically significant difference in overall clinical efficacy (P<0.05). Compared with pre-treatment, the primary and secondary symptoms in the observation group, as well as the primary symptom and the secondary symptom of nausea and vomiting in the control group (weeks 4 and 8), were significantly reduced (P<0.05). Compared with the control group after treatment, the observation group showed significant reductions in the primary symptom of loose stools/constipation (day 5 and week 4) and in three secondary symptoms, i.e., bitter taste and sticky dry mouth, abdominal distension and poor appetite (throughout the treatment period), and general heaviness and fatigue (day 5 and week 4), with statistical differences (P<0.05). Compared with pre-treatment, both groups showed decreased lipase and urinary amylase levels (P<0.05). However, no significant between-group differences were observed in pancreatitis or inflammation-related indices after treatment. Compared with pre-treatment, all liver function indicators in the observation group and alanine aminotransferase ( ALT ), γ-glutamyl transferase ( γ-GT ), alkaline phosphatase (ALP), and conjugated bilirubin in the control group significantly decreased at weeks 4 and 8 (P<0.05). Compared with the control group after treatment, only serum total bilirubin and unconjugated bilirubin were significantly reduced in the observation group during the treatment period (P<0.05). ConclusionYYLD combined with conventional Western medical treatment can effectively regulate bilirubin metabolism (in bile and serum), improve TCM clinical symptoms, and prevent CBDS recurrence after ERCP in patients with liver and gallbladder dampness-heat syndrome. This regimen is safe and effective and is worthy of further clinical research and promotion.
4.Compact Fundus Imaging System Using Shack-Hartmann Wavefront Sensing for High-speed Auto-focus
Zhe-Kai LIN ; Long CHEN ; Geng-Yong ZHENG ; Jin-Tian HUANG ; Jia-Xin DONG ; Shang-Pan YANG ; Wen-Zheng DING ; Ding-An HAN ; Xue-Hua WANG ; Ya-Guang ZENG
Progress in Biochemistry and Biophysics 2026;53(4):1076-1086
ObjectiveThe widespread adoption of portable fundus cameras for primary care and community screening is hindered by limitations in current autofocus(AF) technologies. Image-based methods relying on sharpness evaluation require iterative searches, resulting in slow convergence, while projection-based techniques are susceptible to optical artifacts and calibration errors. To address these challenges, this study introduces a novel AF system based on direct wavefront sensing, designed to deliver simultaneous high speed, high precision, and operational robustness within the compact form factor essential for portable ophthalmic devices. MethodsOur approach fundamentally reimagines the AF process by directly measuring the ocular wavefront aberration. We developed a custom portable fundus camera integrating a miniaturized Shack-Hartmann wavefront sensor (SHWS) into the optical path. An 850 nm laser diode projects a point source onto the retina via oblique illumination to minimize corneal reflections. Light scattered from this spot carries the eye’s refractive error through the imaging optics and is directed to the SHWS, positioned at a plane optically conjugate to the primary color CMOS imaging sensor. A microlens array within the SHWS samples the incident wavefront, generating a pattern of focal spots on a CCD. Real-time centroid analysis of these spots provides a map of local wavefront slopes. These measurements are processed through a singular value decomposition (SVD) algorithm to fit a Zernike polynomial basis set, enabling real-time reconstruction of the wavefront phase. The defocus component (S) is extracted from the second-order Zernike coefficients, providing a direct, quantitative measure of the refractive error in diopters. This value serves as a precise error signal in a closed-loop control system, which commands a voice-coil actuated focusing lens to its null position in a single, deterministic step, eliminating the need for iterative search algorithms. ResultsComprehensive evaluation demonstrated the system’s high performance. Testing on a calibrated model eye (OEMI-7) established a highly linear relationship between the computed defocus S and the focusing lens position across a ±20 Diopter (D) compensation range, achievable within a 5 mm mechanical travel. The system achieved a focusing precision of 0.08 D, corresponding to an 18-fold improvement over a conventional projection spot-size method tested under identical conditions. The total focus acquisition time, encompassing wavefront measurement, computation, and lens actuation, averaged under 0.5 s. Clinical validation with 25 human volunteers (50 eyes, refractive range -15 D to +10 D) confirmed practical efficacy. The wavefront-sensing AF succeeded in 92% of attempts with a mean time of 0.5 s, substantially outperforming a projection-based benchmark which achieved only a 32% success rate with an average time of 4.25 s. The system provided instantaneous directional guidance and maintained stability during minor ocular movements. Objective assessment of image quality, via amplitude contrast of retinal vasculature, showed consistent and significant enhancement following AF correction across the entire tested diopter range. ConclusionThis work successfully implements and validates a direct wavefront-sensing autofocus paradigm for portable fundus cameras. By directly quantifying and compensating for the optical defocus aberration, this method bypasses the fundamental limitations of image-processing and projection-based techniques, enabling rapid, precise, and deterministic diopter compensation. The developed system delivers an exceptional combination of a wide operational range (±20 D), high accuracy (0.08 D), fast convergence (0.5 s), and a compact physical footprint. This technology provides a practical and high-performance focusing solution capable of enhancing the reliability, throughput, and diagnostic utility of portable retinal imaging in large-scale screening applications. Future efforts will be directed towards system cost optimization and performance adaptation for diverse ocular conditions.
5.Research progress on traditional Chinese medicine regulation of MAPK signaling pathway in intervening slow transit constipation
Xiangrui KONG ; Qimeng ZHANG ; Yue ZOU ; Yong LIANG ; Yu SHI ; Yang ZHANG ; Ke MENG ; Hongxi ZHANG
China Pharmacy 2026;37(11):1508-1514
low transit constipation (STC) is a common functional intestinal disorder caused by impaired colonic transit function, characterized by reduced bowel movement frequency, hard stools, and difficulty in defecation. The mitogen-activated protein kinase (MAPK) signaling pathway, which mainly includes extracellular signal-regulated kinase (ERK), c-Jun N-terminal kinase (JNK), and p38 subtypes, plays a critical regulatory role in the occurrence and development of STC. This paper systematically reviews the multiple pathogenic mechanisms of the MAPK signaling pathway in STC and the research progress of traditional Chinese medicine (TCM) intervention.At the mechanistic level, the MAPK signaling pathway promotes the progression of STC through the following links:(1) Activation of p38 upregulates the expression of aquaporin 3 (AQP3)/AQP4 in the colon, leading to excessive reabsorption of water in the intestinal lumen; (2) It forms a positive feedback loop with nuclear factor-κB (NF-κB) to maintain low-grade intestinal inflammation, releases inflammatory factors such as tumor necrosis factor-α (TNF-α) and interleukin-1β (IL-1β), and inhibits smooth muscle contraction; (3) Overactivation of p38 downregulates the expression of occludin and mucin 2 while upregulates the expression of claudin-2, thereby disrupting the mucosal barrier; (4) The JNK/p38 signaling pathway activates the caspase cascade to induce apoptosis of intestinal epithelial cells, neurons, and interstitial cells of Cajal; (5) Abnormal ERK signaling and excessive activation of p38/JNK inhibit intestinal smooth muscle contraction and reduce 5-hydroxytryptamine secretion, ultimately resulting in impaired colonic transit function.At the intervention level, TCM compound formulas and single herbs have been proven to improve STC by regulating the MAPK signaling pathway. Their effects are syndrome type-dependent:yin-nourishing formulas (Zengye Chengqi Tang, Tongbian Tang) mainly regulate the ERK/AQP axis; yang-warming formulas (Jichuan Jian) target both ERK/JNK and anti-apoptosis; heat-clearing formulas (Sanren Tang) focus on p38/NF-κB anti-inflammation. A single drug can simultaneously cover multiple aspects including water metabolism, inflammation, barrier function, apoptosis, and intestinal motility.Current relevant studies still have limitations such as mechanisms mostly remaining at the correlational level and a lack of disease-syndrome integrated research models. Future studies should combine specific inhibitors or gene knockout to identify core targets, establish disease-syndrome integrated STC models, and use network pharmacology and molecular docking techniques to deeply analyze the fine mechanism of “component-target-phenotype”, so as to provide high-quality evidence for the precise regulation of the MAPK signaling pathway by TCM in the intervention of STC.
6.A unified framework for postoperative complications after gastrectomy for gastric cancer: insights from the Korean Quality Improvement Platform in Surgery program
Jeong Ho SONG ; Chang Seok KO ; Han Hong LEE ; Hong Man YOON ; Hyoung-Il KIM ; In Gyu KWON ; Ji Yeon PARK ; Ji Yeong AN ; Jong Won KIM ; Mi Ran JUNG ; Sang-Il LEE ; Seong Ho KONG ; Sun-Hwi HWANG ; Yun-Suhk SUH ; Sang-Yong SON ; Sang-Uk HAN
Annals of Surgical Treatment and Research 2026;110(5):290-298
Purpose:
Postoperative complications following gastric cancer surgery significantly impact patient outcomes, yet standardized definitions for these events have not been consistently applied across institutions in Korea. This study aimed to develop a consensus-based, standardized complication classification system specific to gastrectomy for gastric cancer as part of the Korean Quality Improvement Platform in Surgery (K-QIPS) initiative.
Methods:
As part of K-QIPS, a dedicated task force team (TFT) was formed with surgical experts from fourteen high-volume hospitals across Korea. The TFT conducted ten formal meetings to review existing literature and international guidelines, and incorporated findings from randomized controlled trials. The final complication list was developed through expert consensus and structured into a standardized framework. A Data Entry Manual was created to support consistent data collection by surgical clinical reviewers.
Results:
The TFT defined specific postoperative complications following gastrectomy for gastric cancer, including anastomotic leakage, duodenal stump leakage, pancreatic fistula, intra-abdominal and luminal bleeding, delayed gastric emptying, and internal hernia. Notably, internal hernia was described in standardized form for the first time. General complications were developed first and overlapped in part with the gastric cancer-specific list. The task force also produced a Data Entry Manual that provides practical instructions to ensure consistency and accuracy in complication reporting.
Conclusion
This nationwide consensus initiative established the first standardized complication classification system for gastric cancer surgery in Korea. The proposed definitions and data entry system are expected to improve complication reporting, enable multicenter research, support surgical quality benchmarking, and ultimately enhance patient outcomes.
7.Heart Failure Statistics 2025 Update:A Report From the Korean Society of Heart Failure
Chan Joo LEE ; Hokyou LEE ; Kyu-Yong KO ; Min Gyu KONG ; Min Sun KIM ; SungA BAE ; Yuran AHN ; Kyeong-Hyeon CHUN ; Kang-Un CHOI ; Jah Yeon CHOI ; Jungkuk LEE ; Geun U PARK ; Byung Su YOO
International Journal of Heart Failure 2026;8(1):58-73
Background and Objectives:
We evaluated 20-year trends in heart failure (HF) epidemiology in Korea to quantify changes in its burden from 2002 to 2023.
Methods:
A nationwide analysis was conducted using a random 50% sample from the Korean National Health Information Database linked to mortality records (2002–2023). HF was defined using diagnostic codes recorded as a primary or secondary condition. We calculated crude and age-standardized rates of prevalence, incidence, hospitalization, and mortality. Survival was assessed using the Kaplan–Meier method, stratified by inpatient versus outpatient diagnosis.Trends in heart transplantation and left ventricular assist device implantations were also examined.
Results:
By 2023, approximately 1,750,228 individuals had HF (3.41% prevalence). The age-standardized prevalence has more than doubled from 2002 to 2023. The crude incidence increased over time; the age-standardized incidence remained stable in men and declined in women.Hospitalization rates for any cause or secondary HF diagnoses have increased substantially, whereas primary HF hospitalization rates have remained relatively stable. The annual mortality rate in patients with HF was approximately 6.0% in 2023, being markedly higher in older adults.Although short-term survival has improved, particularly in hospitalized patients, long-term survival remains limited. Use of advanced therapies significantly increased.
Conclusions
The burden of HF in Korea has increased substantially over the past two decades, driven primarily by population aging and improved survival rather than increasing age-adjusted incidence. Despite therapeutic advances, hospitalization and long-term mortality rates remain high, highlighting the need for comprehensive HF strategies in aging societies.
8.Correlation between D-dimer, antithrombin Ⅲ levels and multiple organ dysfunction syndrome in patients with severe multiple trauma
Kang TOU ; Laifa KONG ; Zhi WANG ; Yong′an XU
Chinese Journal of Postgraduates of Medicine 2025;48(7):577-584
Objective:To explore the correlation between D-dimer (D-D), antithrombin Ⅲ (AT-Ⅲ) at admission, and multiple organ dysfunction syndrome (MODS) in patients with severe multiple trauma.Methods:A retrospective study was conducted to collect data from 80 patients with severe multiple trauma admitted to Jinhua Central Hospital from April 2021 to April 2024. According to the occurrence of MODS within 1 week of treatment, the patients were divided into an occurrence group with 25 cases and a non-occurrence group with 55 cases. The general data, plasma D-D, serum AT-Ⅲ levels and other laboratory indexes at admission were compared between the two groups. The correlation between D-D, AT-Ⅲ at admission and MODS in patients with severe multiple trauma was analyzed.Results:The injury severity rating score (ISS) in the occurrence group was higher than that in the non-occurrence group: (29.12 ± 3.84) points vs. (26.18 ± 3.12) points, the proportion of damage control surgery was lower than that in the non-occurrence group: 32.00% (8/25) vs. 65.45% (36/55), the platelet, AT-Ⅲ and albumin at admission were lower than those in the non-occurrence group: (112.28 ± 20.12) ×10 9/L vs. (123.56 ± 23.47) ×10 9/L, (133.79 ± 18.21) mg/L vs. (148.26 ± 19.57) mg/L, (35.12 ± 6.35) g/L vs. (38.47 ± 5.88) g/L, the D-D at admission was higher than that in the non-occurrence group: (11.36 ± 3.35) mg/L vs. (8.18 ± 2.83) mg/L, and there were statistical differences ( P<0.05). Multivariate Logistic regression analysis result showed that the occurrence of MODS in patients with severe multiple trauma may be related to the ISS at admission, the status of receiving damage control surgery, and the D-D, AT-Ⅲ, albumin at admission ( OR = 1.29, 0.14, 1.34, 0.95 and 0.87; P<0.05). Restrictive cubic spline analysis showed that the risk of MODS in patients with severe multiple trauma showed a non-linear dose-response relationship with D-D and AT-Ⅲ at admission ( P<0.05). When D-D at admission ≥ 9.25 mg/L, the risk of MODS increased with increasing levels, while when AT-Ⅲ at admission ≤ 143.49 mg/L, the risk of MODS increased with decreasing levels. The D-D and AT-Ⅲ at admission had a negative interactive effect on the occurrence of MODS in patients with severe multiple trauma. By drawing decision curves and column charts, it was found that D-D and AT-Ⅲ at admission, as well as other major indicators, had high predictive power for the occurrence of MODS in patients with severe multiple trauma. Conclusions:The occurrence of MODS in patients with severe multiple trauma may be related to the levels of D-D and AT-Ⅲ, and the risk of MODS increases with the increase of D-D and the decrease of AT-Ⅲ at admission. Both can effectively assist other indicators in predicting the risk of MODS in patients.
9.Correlation between D-dimer, antithrombin Ⅲ levels and multiple organ dysfunction syndrome in patients with severe multiple trauma
Kang TOU ; Laifa KONG ; Zhi WANG ; Yong′an XU
Chinese Journal of Postgraduates of Medicine 2025;48(7):577-584
Objective:To explore the correlation between D-dimer (D-D), antithrombin Ⅲ (AT-Ⅲ) at admission, and multiple organ dysfunction syndrome (MODS) in patients with severe multiple trauma.Methods:A retrospective study was conducted to collect data from 80 patients with severe multiple trauma admitted to Jinhua Central Hospital from April 2021 to April 2024. According to the occurrence of MODS within 1 week of treatment, the patients were divided into an occurrence group with 25 cases and a non-occurrence group with 55 cases. The general data, plasma D-D, serum AT-Ⅲ levels and other laboratory indexes at admission were compared between the two groups. The correlation between D-D, AT-Ⅲ at admission and MODS in patients with severe multiple trauma was analyzed.Results:The injury severity rating score (ISS) in the occurrence group was higher than that in the non-occurrence group: (29.12 ± 3.84) points vs. (26.18 ± 3.12) points, the proportion of damage control surgery was lower than that in the non-occurrence group: 32.00% (8/25) vs. 65.45% (36/55), the platelet, AT-Ⅲ and albumin at admission were lower than those in the non-occurrence group: (112.28 ± 20.12) ×10 9/L vs. (123.56 ± 23.47) ×10 9/L, (133.79 ± 18.21) mg/L vs. (148.26 ± 19.57) mg/L, (35.12 ± 6.35) g/L vs. (38.47 ± 5.88) g/L, the D-D at admission was higher than that in the non-occurrence group: (11.36 ± 3.35) mg/L vs. (8.18 ± 2.83) mg/L, and there were statistical differences ( P<0.05). Multivariate Logistic regression analysis result showed that the occurrence of MODS in patients with severe multiple trauma may be related to the ISS at admission, the status of receiving damage control surgery, and the D-D, AT-Ⅲ, albumin at admission ( OR = 1.29, 0.14, 1.34, 0.95 and 0.87; P<0.05). Restrictive cubic spline analysis showed that the risk of MODS in patients with severe multiple trauma showed a non-linear dose-response relationship with D-D and AT-Ⅲ at admission ( P<0.05). When D-D at admission ≥ 9.25 mg/L, the risk of MODS increased with increasing levels, while when AT-Ⅲ at admission ≤ 143.49 mg/L, the risk of MODS increased with decreasing levels. The D-D and AT-Ⅲ at admission had a negative interactive effect on the occurrence of MODS in patients with severe multiple trauma. By drawing decision curves and column charts, it was found that D-D and AT-Ⅲ at admission, as well as other major indicators, had high predictive power for the occurrence of MODS in patients with severe multiple trauma. Conclusions:The occurrence of MODS in patients with severe multiple trauma may be related to the levels of D-D and AT-Ⅲ, and the risk of MODS increases with the increase of D-D and the decrease of AT-Ⅲ at admission. Both can effectively assist other indicators in predicting the risk of MODS in patients.
10.Single-cell and Spatial Omics Technologies:Deciphering The Process of Animal Skeletal Muscle Development
Ming-Fu XIONG ; Si-Yuan KONG ; Yong-Sheng ZHANG
Chinese Journal of Biochemistry and Molecular Biology 2025;41(11):1566-1578
As an important tissue of the body(accounting for approximately 40%of body weight),skel-etal muscle is composed of various cell types such as muscle fibers,muscle stem cells,and endothelial cells.It participates in physiological processes including movement,energy metabolism,and internal en-vironment homeostasis through temporal and spatial specific regulation.Its development is divided into two critical stages:embryonic and postnatal periods.Abnormal development can lead to diseases such as muscular dystrophy and directly affect the yield and quality of livestock meat.In recent years,the combi-nation of single-cell transcriptomics(scRNA-seq)and spatial omics(single-cell spatial omics technolo-gy)has provided a high-resolution research tool for analyzing the spatiotemporal dynamic regulatory net-work and intercellular interactions in skeletal muscle development.This article reviews the molecular mechanisms of skeletal muscle development and its application value in animal husbandry breeding,and systematically combs the research progress,analysis processes,data resources,and future directions of single-cell omics,spatial omics,and single-cell spatial omics technology in skeletal muscle development.Among them,single-cell omics can reveal the heterogeneity of skeletal muscle cells,myofiber differentia-tion trajectories in different livestock and poultry(such as cattle,pigs,and Tibetan chickens)through methods like pseudotime analysis and RNA velocity analysis.Furthermore,single-cell omics can identify key transcription factors(e.g.,MYF5,MYOD1)and cell communication pathways(e.g.,FGF7-FG-FR2),and simultaneously clarify the molecular differences in myoblast differentiation timing and cell composition ratio among different breeds.Relying on technologies such as Visium and Seq-Scope,spatial omics realizes the spatial localization of gene expression in pathological models of mice,Atlantic salmon,and broiler chickens.Spatial omics also clarifies the spatial distribution laws of neuromuscular junction region-specific genes and inflammation-fibrosis cascade reactions,and makes up for the defect of losing spatial context in single-cell technology.Although there are limited direct application cases of single-cell spatial omics technology,it has already analyzed the abnormal fate of myoblasts in facioscapulohumeral muscular dystrophy through MERFISH technology.In terms of technology selection,it is necessary to consider research objectives,molecular modalities,and resolution requirements.At the same time,data analysis needs to address challenges such as data sparsity through methods like DCA denoising and RCTD cell type mapping.In addition,this article summarizes 16 muscle development-related databases inclu-ding HCA and PanglaoDB.This review further discusses the potential applications of these three types of technologies in the directional regulation of myoblast fate,precise intervention in the growth cycle,im-provement of microenvironment interactions,and the development of multi-omics genetic breeding mod-els.This paper is providing a more comprehensive and detailed theoretical reference and technical sup-port for basic research on skeletal muscle development and practical applications in the animal husbandry industry.

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