1.Implication of newborn Short-chain Acyl-CoA dehydrogenase deficiency screening and follow-up in Hainan Province for newborn screening strategies.
Peizhen ZHAO ; Zhendong ZHAO ; Haizhu XU
Chinese Journal of Medical Genetics 2026;43(4):248-252
OBJECTIVE:
To elucidate the epidemiological characteristics and genetic variant profile of Short-chain acyl-CoA dehydrogenase deficiency (SCADD) among newborns from Hainan Province and evaluate its significance within the local neonatal disease screening panel.
METHODS:
A total of 84 184 newborns born in Hainan Province from February to December 2024 were included. Tandem mass spectrometry (MS/MS) was employed to detect butyrylcarnitine (C4) and propionylcarnitine (C3) levels in dried blood spots. Screening thresholds were set at C4 > 0.43 μ mol/L and C4/C3 ratio > 0.28. Suspected cases underwent confirmatory testing via urinary ethylmalonic acid analysis by gas chromatography-mass spectrometry and whole-exome sequencing for ACADS gene variants. This study was approved by the Medial Ethics Committee of the hospital (Ethics No.: HNWCMC-2024-55).
RESULTS:
Six SCADD cases (male-to-female ratio = 1:1) were diagnosed, with all carrying compound heterozygous variants at two loci, yielding a prevalence of 7.13 per 100,000 live births. Four known ACADS gene variants were identified, with both c.322G>A and c.625G>A detected at a frequency of 41.7%. Regular follow-up (as of January 2026) revealed that all diagnosed cases have remained asymptomatic with normal growth and development.
CONCLUSION
The prevalence of SCADD among newborns in Hainan Province is relatively high, with c.322G>A and c.625G>A as the hotspot variants in the region. Given the absence of clinical phenotypes in all screen-detected cases during long-term follow-up, it is recommended to remove this condition from the routine neonatal screening program for this region to reduce unnecessary anxiety and medical cost.
Humans
;
Infant, Newborn
;
Neonatal Screening/methods*
;
Female
;
Male
;
Lipid Metabolism, Inborn Errors/epidemiology*
;
Acyl-CoA Dehydrogenase/genetics*
;
China/epidemiology*
;
Follow-Up Studies
2.mTOR promotes oxLDL-induced vascular smooth muscle cell ferroptosis by inhibiting autophagy.
Yi LI ; Lijun ZHANG ; Yuke ZHANG ; Qi ZHANG ; Lijun ZHANG
Chinese Journal of Cellular and Molecular Immunology 2025;41(8):687-694
Objective To explore the role and mechanism of mammalian target of rapamycin (mTOR) in oxidized low-density lipoprotein (oxLDL)-induced ferroptosis in vascular smooth muscle cells (VSMCs). Methods A model of oxLDL-induced VSMC ferroptosis was established. VSMCs were co-treated with either the mTOR inhibitor rapamycin or the autophagy inducer carbonyl cyanide m-chlorophenylhydrazone (CCCP), followed by detection of autophagy and ferroptosis-related indexes. Quantitative real-time PCR and Western blot were used respectively to analyze the expression of mTOR, glutathione peroxidase 4 (GPX4), sequestosome 1 (p62), and microtubule-associated protein 1 light chain 3 (LC3). Flow cytometry was employed to assess VSMC death. C11 BODIPY fluorescent staining was used to measure cellular lipid peroxidation levels. Colorimetric assays were performed to determine the contents of malondialdehyde (MDA), ferrous ion (Fe2+) and glutathione (GSH). Results oxLDL significantly upregulated mTOR expression in VSMCs, while increasing p62 expression and reducing LC3 expression, thereby suppressing VSMC autophagy. Compared with oxLDL treatment alone, rapamycin co-treatment reversed oxLDL-induced VSMC ferroptosis, as characterized by reduced VSMC death, increased GPX4 expression and GSH contents, along with decreased MDA content, Fe2+ content and lipid peroxidation levels. Similarly, CCCP co-treatment activated autophagy characterized by reduced p62 expression and elevated LC3 expression, which subsequently alleviated oxLDL-induced ferroptosis, showing reduced VSMC death, increased GPX4 expressions and GSH contents, and decreased MDA content, Fe2+ content and lipid peroxidation levels. Moreover, mTOR inhibition by rapamycin significantly reversed the oxLDL-induced upregulation of p62 and downregulation of LC3. Conclusion mTOR may promote oxLDL-induced VSMC ferroptosis by suppressing autophagy.
Ferroptosis/drug effects*
;
Lipoproteins, LDL/metabolism*
;
TOR Serine-Threonine Kinases/physiology*
;
Autophagy/drug effects*
;
Muscle, Smooth, Vascular/metabolism*
;
Animals
;
Rats
;
Myocytes, Smooth Muscle/cytology*
;
Cells, Cultured
;
Lipid Peroxidation/drug effects*
;
Sequestosome-1 Protein/genetics*
;
Phospholipid Hydroperoxide Glutathione Peroxidase/metabolism*
;
Microtubule-Associated Proteins/genetics*
;
Sirolimus/pharmacology*
3.The effects of baicalin on blood lipid metabolism and immune function in rats with gestational diabetes mellitus based on RhoA/ROCK pathway.
Yao LU ; Lin SHI ; Le WANG ; Xiaoli LUAN
Chinese Journal of Cellular and Molecular Immunology 2025;41(11):992-999
Objective To investigate the effect and mechanism of baicalin on blood lipid metabolism and immune function in rats with gestational diabetes mellitus (GDM). Methods Female rats fed with high-fat and high-sugar diet and male rats fed with ordinary diet were caged together to prepare pregnant rats, and the GDM rat model was established by intraperitoneal injection of streptozotocin (35 mg/kg). GDM rats were randomly divided into a model group, a fasudil (FA) (RhoA/RocK inhibitor) group (10 mg/kg), low-dose (100 mg/kg) and high-dose (200 mg/kg) baicalin groups, and a high-dose baicalin combined with LPA (RhoA/RocK activator) group (200 mg/kg baicalin+1 mg/kg LPA ), with 12 rats in each group. Another 12 pregnant rats fed with high-fat and high-sugar diet were selected as the control group. After 2 weeks of corresponding drug intervention in each group, the level of fasting blood glucose (FBG) was detected by blood glucose meter. The level of fasting insulin (FINS) in serum was detected by ELISA, and the insulin resistance index (HOMA-IR) was calculated. The levels of alanine aminotransferase (ALT), aspartate aminotransferase (AST), total cholesterol (TC), triglyceride (TG), low density lipoprotein cholesterol (LDL-C), high density lipoprotein cholesterol (HDL-C) in serum, and the levels of immunomodulator tumor necrosis factor α (TNF-α), interleukin 6 (IL-6), and IL-10 in peripheral blood were detected by the kit. The histopathological changes of liver were observed by HE staining. The proportion of T lymphocyte subsets in peripheral blood was detected by flow cytometry. The mRNA and protein expressions of Ras homolog gene family member A (RhoA), Rho associated coiled-coil forming protein kinase 1 (ROCK1), and ROCK2 in liver tissue were detected by real-time quantitative PCR and Western blot. Results Compared with the control group, the levels of FBG, FINS, HOMA-IR, ALT, AST, TG, TC, and LDL-C in serum, the levels of TNF-α, IL-6, the percentage of CD8+T cell in peripheral blood, and the mRNA and protein expression of RhoA, ROCK1, and ROCK2 in liver tissue in the model group were higher; the level of HDL-C in serum, the percentage of IL-10 levels, CD3+T cells, CD4+T cell, and CD4+T/CD8+T ratio in peripheral blood were lower. Compared with the model group, the levels of FBG, FINS, HOMA-IR, ALT, AST, TG, TC, and LDL-C in serum, the levels of TNF-α, IL-6, the percentage of CD8+T cell in peripheral blood, and the mRNA and protein expression of RhoA, ROCK1, and ROCK2 in liver tissue in the the FA group and low-dose and high-dose baicalin groups were lower; the level of HDL-C in serum, IL-10 level, the percentage of CD3+T cells, CD4+T cell, and CD4+T/CD8+T ratio in peripheral blood were higher. LPA could obviously weaken the improvement effects of baicalin on blood lipid metabolism and immune function in GDM rats. Conclusion Baicalin may improve blood lipid metabolism and immune function in GDM rats by inhibiting the RhoA/ROCK pathway.
Animals
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Female
;
Diabetes, Gestational/metabolism*
;
Pregnancy
;
rho-Associated Kinases/genetics*
;
Flavonoids/pharmacology*
;
Rats
;
rhoA GTP-Binding Protein/genetics*
;
Lipid Metabolism/drug effects*
;
Male
;
Signal Transduction/drug effects*
;
Rats, Sprague-Dawley
;
Blood Glucose/metabolism*
;
Lipids/blood*
;
Tumor Necrosis Factor-alpha/blood*
;
rho GTP-Binding Proteins
4.Esculetin triggers ferroptosis via inhibition of the Nrf2-xCT/GPx4 axis in hepatocellular carcinoma.
Zhixin QU ; Jing ZENG ; Laifeng ZENG ; Xianmei LI ; Fenghua ZHANG
Chinese Journal of Natural Medicines (English Ed.) 2025;23(4):443-456
Esculetin, a natural dihydroxy coumarin derived from the Chinese herbal medicine Cortex Fraxini, has demonstrated significant pharmacological activities, including anticancer properties. Ferroptosis, an iron-dependent form of regulated cell death, has garnered considerable attention due to its lethal effect on tumor cells. However, the exact role of ferroptosis in esculetin-mediated anti-hepatocellular carcinoma (HCC) effects remains poorly understood. This study investigated the impact of esculetin on HCC cells both in vitro and in vivo. The findings indicate that esculetin effectively inhibited the growth of HCC cells. Importantly, esculetin promoted the accumulation of intracellular Fe2+, leading to an increase in ROS production through the Fenton reaction. This event subsequently induced lipid peroxidation (LPO) and triggered ferroptosis within the HCC cells. The occurrence of ferroptosis was confirmed by the elevation of malondialdehyde (MDA) levels, the depletion of glutathione peroxidase (GSH-Px) activity, and the disruption of mitochondrial morphology. Notably, the inhibitor of ferroptosis, ferrostatin-1 (Fer-1), attenuated the anti-tumor effect of esculetin in HCC cells. Furthermore, the findings revealed that esculetin inhibited the Nrf2-xCT/GPx4 axis signaling in HCC cells. Overexpression of Nrf2 upregulated the expression of downstream SLC7A11 and GPX4, consequently alleviating esculetin-induced ferroptosis. In conclusion, this study suggests that esculetin exerts an anti-HCC effect by inhibiting the activity of the Nrf2-xCT/GPx4 axis, thereby triggering ferroptosis in HCC cells. These findings may contribute to the potential clinical use of esculetin as a candidate for HCC treatment.
Umbelliferones/administration & dosage*
;
Ferroptosis/drug effects*
;
Carcinoma, Hepatocellular/physiopathology*
;
NF-E2-Related Factor 2/genetics*
;
Humans
;
Liver Neoplasms/physiopathology*
;
Phospholipid Hydroperoxide Glutathione Peroxidase/genetics*
;
Animals
;
Cell Line, Tumor
;
Mice
;
Amino Acid Transport System y+/genetics*
;
Mice, Inbred BALB C
;
Male
;
Signal Transduction/drug effects*
;
Lipid Peroxidation/drug effects*
;
Reactive Oxygen Species/metabolism*
;
Mice, Nude
5.Natural diosmin alleviating obesity and nonalcoholic fatty liver disease by regulating the activating the AMP-activated protein kinase (AMPK) pathway.
Can LIU ; Siyu HAO ; Mengdi ZHANG ; Xueyu WANG ; Baiwang CHU ; Tingjie WEN ; Ruoyu DANG ; Hua SUN
Chinese Journal of Natural Medicines (English Ed.) 2025;23(7):863-870
Obesity and metabolic dysfunction-associated steatotic liver disease (MASLD) are linked to numerous chronic conditions, including cardiovascular disease, atherosclerosis, chronic kidney disease, and type II diabetes. Previous research identified the natural flavonoid diosmin, derived from Chrysanthemum morifolium, as a regulator of glucose metabolism. However, its effects on lipid metabolism and underlying mechanisms remained unexplored. The AMP-activated protein kinase (AMPK) pathway serves a critical function in glucose and lipid metabolism. The relationship between diosmin and the AMPK pathway has not been previously documented. This investigation examined diosmin's capacity to reduce lipid content through AMPK pathway activation in hepatoblastoma cell line G2 (HepG2) and 3T3-L1 cells. The study revealed that diosmin inhibits lipogenesis, indicating its potential as an anti-obesity agent in obese mice. Moreover, diosmin demonstrated effective MASLD alleviation in vivo. These findings suggest that diosmin may represent a promising therapeutic candidate for treating obesity and MASLD.
Diosmin/administration & dosage*
;
Animals
;
AMP-Activated Protein Kinases/genetics*
;
Humans
;
Non-alcoholic Fatty Liver Disease/enzymology*
;
Mice
;
Obesity/enzymology*
;
Hep G2 Cells
;
Male
;
3T3-L1 Cells
;
Mice, Inbred C57BL
;
Signal Transduction/drug effects*
;
Lipid Metabolism/drug effects*
;
Chrysanthemum/chemistry*
;
Lipogenesis/drug effects*
6.Hydrogen Sulfide Alleviates Lipid Peroxidation-Mediated Carbonyl Stress in Uranium-Intoxicated Kidney Cells via Nrf2/ARE Signaling.
Jia Lin LIU ; Min WANG ; Rui ZHANG ; Ji Fang ZHENG ; Xi Xiu JIANG ; Qiao Ni HU
Biomedical and Environmental Sciences 2025;38(4):484-500
OBJECTIVE:
To explore the protective effects and underlying mechanisms of H 2S against lipid peroxidation-mediated carbonyl stress in the uranium-treated NRK-52E cells.
METHODS:
Cell viability was evaluated using CCK-8 assay. Apoptosis was measured using flow cytometry. Reagent kits were used to detect carbonyl stress markers malondialdehyde, 4-hydroxynonenal, thiobarbituric acid reactive substances, and protein carbonylation. Aldehyde-protein adduct formation and alcohol dehydrogenase, aldehyde dehydrogenase 2, aldo-keto reductase, nuclear factor E2-related factor 2 (Nrf2), and cystathionine β-synthase (CBS) expression were determined using western blotting or real-time PCR. Sulforaphane (SFP) was used to activate Nrf2. RNA interference was used to inhibit CBS expression.
RESULTS:
GYY4137 (an H 2S donor) pretreatment significantly reversed the uranium-induced increase in carbonyl stress markers and aldehyde-protein adducts. GYY4137 effectively restored the uranium-decreased Nrf2 expression, nuclear translocation, and ratio of nuclear to cytoplasmic Nrf2, accompanied by a reversal of the uranium-decreased expression of CBS and aldehyde-metabolizing enzymes. The application of CBS siRNA efficiently abrogated the SFP-enhanced effects on the expression of CBS, Nrf2 activation, nuclear translocation, and ratio of nuclear to cytoplasmic Nrf2 and concomitantly reversed the SFP-enhanced effects of the uranium-induced mRNA expression of aldehyde-metabolizing enzymes. Simultaneously, CBS siRNA reversed the SFP-mediated alleviation of the uranium-induced increase in reactive aldehyde levels, apoptosis rates, and uranium-induced cell viability.
CONCLUSION
H 2S induces Nrf2 activation and nuclear translocation, which modulates the expression of aldehyde-metabolizing enzymes and the CBS/H 2S axis. Simultaneously, the Nrf2-controlled CBS/H 2S axis may at least partially promote Nrf2 activation and nuclear translocation. These events form a cycle-regulating mode through which H 2S attenuates the carbonyl stress-mediated NRK-52E cytotoxicity triggered by uranium.
NF-E2-Related Factor 2/genetics*
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Animals
;
Hydrogen Sulfide/pharmacology*
;
Rats
;
Signal Transduction/drug effects*
;
Lipid Peroxidation/drug effects*
;
Cell Line
;
Uranium/toxicity*
;
Antioxidant Response Elements
;
Kidney/metabolism*
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Oxidative Stress/drug effects*
;
Cell Survival/drug effects*
;
Apoptosis/drug effects*
7.Regulatory roles of DGAT and PDAT genes in plant oil synthesis.
Yang WU ; Mengjuan LIU ; Youning WANG ; Dexiao LI ; Yuhua YANG ; Tingjun ZHANG ; Huiwen ZHOU
Chinese Journal of Biotechnology 2025;41(1):216-229
There is a large gap between production and demand of plant oil in China, which leads to the heavy reliance on imports. Diacylglycerol acyltransferase (DGAT) and phospholipid: diacylglycerol acyltransferase (PDAT) are two key enzymes responsible for the synthesis of triacylglycerol, thereby affecting the yield and quality of plant oil. This paper comprehensively reviews the research progress in DGAT and PDAT in terms of their biological functions in plant oil synthesis, the molecular mechanisms of regulating plant lipid metabolism, growth, and development under stress, and their roles in driving oil synthesis under the background of synthetic biology. Furthermore, future research and application of DGAT and PDAT are prospected. This review aims to provide a basis for deeply understanding the molecular mechanism of plant oil synthesis and improving the quality and productivity of oil crops by the utilization of DGAT and PDAT genes.
Diacylglycerol O-Acyltransferase/physiology*
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Plant Oils/metabolism*
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Acyltransferases/metabolism*
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Lipid Metabolism/genetics*
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Gene Expression Regulation, Plant
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Triglycerides/biosynthesis*
8.Effect of heterologous expression of Scenedesmus quadricauda malic enzyme gene SqME on photosynthetic carbon fixation and lipid accumulation in tobacco leaves.
Yizhen LIU ; Mengyuan LI ; Zhanqian LI ; Yushuang GUO ; Jingfang JI ; Wenchao DENG ; Ze YANG ; Yan SUN ; Chunhui ZHANG ; Jin'ai XUE ; Runzhi LI ; Chunli JI
Chinese Journal of Biotechnology 2025;41(7):2829-2842
Microalgae possess high photosynthetic efficiency, robust adaptability, and substantial biomass, serving as excellent biological resources for large-scale cultivation. Malic enzyme (ME), a ubiquitous metabolic enzyme in living organisms, catalyzes the decarboxylation of malate to produce pyruvate, CO2, and NAD(P)H, playing a role in multiple metabolic pathways including energy metabolism, photosynthesis, respiration, and biosynthesis. In this study, we identified the Scenedesmus quadricauda malic enzyme gene (SqME) and its biological functions, aiming to provide excellent target genes for the genetic improvement of higher plants. Based on the RNA-seq data from S. quadricauda under the biofilm cultivation mode with high CO2 and light energy transfer efficiency and small water use, a highly expressed gene (SqME) functionally annotated as ME was cloned. The physicochemical properties of the SqME-encoded protein were systematically analyzed by bioinformatics tools. The subcellular localization of SqME was determined via transient transformation in Nicotiana benthamiana leaves. The biological functions of SqME were identified via genetic transformation in Nicotiana tabacum, and the potential of SqME in the genetic improvement of higher plants was evaluated. The ORF of SqME was 1 770 bp, encoding 590 amino acid residues, and the encoded protein was located in chloroplasts. SqME was a NADP-ME, with the typical structural characteristics of ME. The ME activity in the transgenic N. tabacum plant was 1.8 folds of that in the wild-type control. Heterologous expression of SqME increased the content of chlorophyll a, chlorophyll b, and total chlorophyll by 20.9%, 26.9%, and 25.2%, respectively, compared with the control. The transgenic tobacco leaves showed an increase of 54.0% in the fluorescence parameter NPQ and a decrease of 30.1% in Fo compared with the control. Moreover, the biomass, total lipids, and soluble sugars in the transgenic tobacco leaves enhanced by 20.5%, 25.7%, and 9.5%, respectively. On the contrary, the starch and protein content in the transgenic tobacco leaves decreased by 22.4% and 12.2%, respectively. Collectively, the SqME-encoded protein exhibited a strong enzymatic activity. Heterologous expressing of SqME could significantly enhance photosynthetic protection, photosynthesis, and biomass accumulation in the host. Additionally, SqME can facilitate carbon metabolism remodeling in the host, driving more carbon flux towards lipid synthesis. Therefore, SqME can be applied in the genetic improvement of higher plants for enhancing photosynthetic carbon fixation and lipid accumulation. These findings provide scientific references for mining of functional genes from S. quadricauda and application of these genes in the genetic engineering of higher plants.
Nicotiana/genetics*
;
Photosynthesis/physiology*
;
Malate Dehydrogenase/biosynthesis*
;
Plant Leaves/genetics*
;
Scenedesmus/enzymology*
;
Carbon Cycle/genetics*
;
Lipid Metabolism/genetics*
;
Plants, Genetically Modified/metabolism*
9.Analysis of genetic variant and phenotype of a child with Chanarin-Dorfman syndrome.
Mengyao ZHANG ; Ke ZHENG ; Kangjie SHEN ; Xiaoqing JIAN ; Hongwei LIU ; Jianguo LI ; Jianbo WANG
Chinese Journal of Medical Genetics 2025;42(12):1477-1481
OBJECTIVE:
To explore the genetic basis of a child with Chanarin-Dorfman syndrome (CDS) manifesting as ichthyosis.
METHODS:
A child who had presented at Henan Provincial People's Hospital in June 2023 was selected as study subject. Clinical data of the child was collected. Peripheral blood samples were collected from the child and her parents. Following extraction of genomic DNA, whole-exome sequencing (WES) was carried out. Candidate variants were verified by Sanger sequencing. Relevant literature was searched in databases using key words "Chanarin-Dorfman syndrome" and "ABHD5 gene". The clinical manifestations and variant sites of previously reported cases were compiled and analyzed for correlations. This study was approved by the Medical Ethics Committee of Henan Provincial People's Hospital [Ethics No.: (2019) Jun Shen No. (134)].
RESULTS:
WES revealed that the child has harbored compound heterozygous variants of the ABHD5 gene, namely c.99_103del (p.H34*) in exon 2 and c.770C>G (p.P257R) in exon 5, which were inherited from her father and mother, respectively. Bioinformatic analysis suggested that both variants were pathogenic. Literature review indicated that the affected organs in CDS are ranked from most to least including liver, eyes, ears, nervous system, muscles, spleen, and kidneys. The c.594insC and c.594dupC variants are most common.
CONCLUSION
The identification of the two novel ABHD5 gene variants has enriched the mutation spectrum of CDS. c.594insC or c.594dupC are hotspot mutations of this disease, albeit with no definitive correlation between the genotype and phenotype.
Humans
;
Female
;
Ichthyosiform Erythroderma, Congenital/genetics*
;
Lipid Metabolism, Inborn Errors/genetics*
;
Phenotype
;
1-Acylglycerol-3-Phosphate O-Acyltransferase/genetics*
;
Mutation
;
Muscular Diseases/genetics*
;
Exome Sequencing
;
Child
;
Male
;
Child, Preschool
10.Relationship between sterol carrier protein 2 gene and prostate cancer: Based on single-cell RNA sequencing combined with Mendelian randomization.
Jia-Xin NING ; Shu-Hang LUO ; Hao-Ran WANG ; Hui-Min HOU ; Ming LIU
National Journal of Andrology 2025;31(5):403-411
Objective: To investigate the relationship between the lipid metabolism-related gene sterol carrier protein 2(SCP2) and prostate cancer (PCa) from a multi-omics perspective using single-cell transcriptomes combined with Mendelian randomization. Methods: Single-cell transcriptome data of benign and malignant prostate tissues were obtained from GSE120716, GSE157703 and GSE141445 datasets, respectively. Integration, quality control and annotation were performed on the data to categorize the epithelial cells into high and low SCP2 expression groups, followed by further differential and trajectory analyses. Single nucleotide polymorphism (SNP) data for SCP2 expression quantitative trait loci (eQTL) were subsequently downloaded from Genotype-Tissue Expression (GTEx) and investigated from the PCa Society Cancer-Related Genomic Alteration Panel for the Investigation of Cancer-Related Alterations (PRACTICAL) to obtain PCa outcome data for Mendelian randomization analysis to validate the causal relationship between SCP2 and PCa. Results: High SCP2-expressing epithelial cells had higher energy metabolism and proliferation capacity with low immunotherapy response and metastatic tendency. Trajectory analysis showed that epithelial cells with high SCP2 expression may have a higher degree of malignancy, and SCP2 may be a key marker gene for differentiation of malignant epithelial cells in the prostate. Further Mendelian randomization results showed a significant causal relationship between SCP2 and PCa development (OR=1.045, 95% CI: 1.010 -1.083, P=0.011). Conclusion: By combining single-cell transcriptome and Mendelian randomization, the role of the lipid metabolism-related gene SCP2 in PCa development has been confirmed, and new targets and therapeutic directions for PCa treatment have been provided.
Humans
;
Prostatic Neoplasms/genetics*
;
Male
;
Mendelian Randomization Analysis
;
Polymorphism, Single Nucleotide
;
Quantitative Trait Loci
;
Single-Cell Analysis
;
Sequence Analysis, RNA
;
Carrier Proteins/genetics*
;
Transcriptome
;
Lipid Metabolism

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